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3282876 | journals/csur/BaruaM19 | A Comprehensive Survey on Cloud Data Mining (CDM) Frameworks and Algorithms. | Hrishav Bakul Barua, Kartick Chandra Mondal | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 104:1-104:62 | https://dblp.org/rec/journals/csur/BaruaM19 | https://doi.org/10.1145/3349265 | Data mining is used for finding meaningful information out of a vast expanse of data. With the advent of Big Data concept, data mining has come to much more prominence. Discovering knowledge out of a gigantic volume of data efficiently is a major concern as the resources are limited. Cloud computing plays a major role ... | @article{DBLP:journals/csur/BaruaM19,
author = {Hrishav Bakul Barua and
Kartick Chandra Mondal},
title = {A Comprehensive Survey on Cloud Data Mining (CDM) Frameworks and Algorithms.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = ... |
3282987 | journals/csur/RogerM19 | A Comprehensive Survey on Parallelization and Elasticity in Stream Processing. | Henriette Röger, Ruben Mayer | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 36:1-36:37 | https://dblp.org/rec/journals/csur/RogerM19 | https://doi.org/10.1145/3303849 | Stream Processing (SP) has evolved as the leading paradigm to process and gain value from the high volume of streaming data produced, e.g., in the domain of the Internet of Things. An SP system is a middleware that deploys a network of operators between data sources, such as sensors, and the consuming applications. SP ... | @article{DBLP:journals/csur/RogerM19,
author = {Henriette Röger and
Ruben Mayer},
title = {A Comprehensive Survey on Parallelization and Elasticity in Stream Processing.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {36:1--36:37}... |
3282973 | journals/csur/PawlickCZ19 | A Game-theoretic Taxonomy and Survey of Defensive Deception for Cybersecurity and Privacy. | Jeffrey Pawlick, Edward Colbert, Quanyan Zhu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 82:1-82:28 | https://dblp.org/rec/journals/csur/PawlickCZ19 | https://doi.org/10.1145/3337772 | Cyberattacks on both databases and critical infrastructure have threatened public and private sectors. Ubiquitous tracking and wearable computing have infringed upon privacy. Advocates and engineers have recently proposed using defensive deception as a means to leverage the information asymmetry typically enjoyed by at... | @article{DBLP:journals/csur/PawlickCZ19,
author = {Jeffrey Pawlick and
Edward Colbert and
Quanyan Zhu},
title = {A Game-theoretic Taxonomy and Survey of Defensive Deception for Cybersecurity and Privacy.},
journal = {ACM Comput. Surv.},
volume = {52},
... |
3282928 | journals/csur/IslamBN19 | A Multi-Vocal Review of Security Orchestration. | Chadni Islam, Muhammad Ali Babar 0001, Surya Nepal | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 37:1-37:45 | https://dblp.org/rec/journals/csur/IslamBN19 | https://doi.org/10.1145/3305268 | Organizations use diverse types of security solutions to prevent cyber-attacks. Multiple vendors provide security solutions developed using heterogeneous technologies and paradigms. Hence, it is a challenging rather impossible to easily make security solutions to work an integrated fashion. Security orchestration aims ... | @article{DBLP:journals/csur/IslamBN19,
author = {Chadni Islam and
Muhammad Ali Babar 0001 and
Surya Nepal},
title = {A Multi-Vocal Review of Security Orchestration.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = ... |
3282991 | journals/csur/SultanCS19 | A Survey of Chip-level Thermal Simulators. | Hameedah Sultan, Anjali Chauhan, Smruti R. Sarangi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 42:1-42:35 | https://dblp.org/rec/journals/csur/SultanCS19 | https://doi.org/10.1145/3309544 | Thermal modeling and simulation have become imperative in recent years owing to the increased power density of high performance microprocessors. Temperature is a first-order design criteria, and hence special consideration has to be given to it in every stage of the design process. If not properly accounted for, temper... | @article{DBLP:journals/csur/SultanCS19,
author = {Hameedah Sultan and
Anjali Chauhan and
Smruti R. Sarangi},
title = {A Survey of Chip-level Thermal Simulators.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {42:... |
3283010 | journals/csur/XiongWL19 | A Survey of Group Key Agreement Protocols with Constant Rounds. | Hu Xiong, Yan Wu 0014, Zhenyu Lu 0005 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 57:1-57:32 | https://dblp.org/rec/journals/csur/XiongWL19 | https://doi.org/10.1145/3318460 | Group key agreement (shorten as GKA) protocol enables a group of users to negotiate a one-time session key and protect the thereafter group-oriented communication with this session key across an unreliable network. The number of communication rounds is one of the main concern for practical applications where the cardin... | @article{DBLP:journals/csur/XiongWL19,
author = {Hu Xiong and
Yan Wu 0014 and
Zhenyu Lu 0005},
title = {A Survey of Group Key Agreement Protocols with Constant Rounds.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages ... |
3282952 | journals/csur/MaizaRRGAD19 | A Survey of Timing Verification Techniques for Multi-Core Real-Time Systems. | Claire Maiza, Hamza Rihani, Juan Maria Rivas, Joël Goossens, Sebastian Altmeyer, Robert I. Davis 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 56:1-56:38 | https://dblp.org/rec/journals/csur/MaizaRRGAD19 | https://doi.org/10.1145/3323212 | This survey provides an overview of the scientific literature on timing verification techniques for multi-core real-time systems. It reviews the key results in the field from its origins around 2006 to the latest research published up to the end of 2018. The survey highlights the key issues involved in providing guaran... | @article{DBLP:journals/csur/MaizaRRGAD19,
author = {Claire Maiza and
Hamza Rihani and
Juan Maria Rivas and
Joël Goossens and
Sebastian Altmeyer and
Robert I. Davis 0001},
title = {A Survey of Timing Verification T... |
3282953 | journals/csur/MaksimovKC19 | A Survey of Tool-supported Assurance Case Assessment Techniques. | Mike Maksimov, Sahar Kokaly, Marsha Chechik | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 101:1-101:34 | https://dblp.org/rec/journals/csur/MaksimovKC19 | https://doi.org/10.1145/3342481 | Systems deployed in regulated safety-critical domains (e.g., the medical, nuclear, and automotive domains) are often required to undergo a stringent safety assessment procedure, as prescribed by a certification body, to demonstrate their compliance to one or more certification standards. Assurance cases are an emerging... | @article{DBLP:journals/csur/MaksimovKC19,
author = {Mike Maksimov and
Sahar Kokaly and
Marsha Chechik},
title = {A Survey of Tool-supported Assurance Case Assessment Techniques.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pa... |
3282906 | journals/csur/FanLPH19 | A Survey on 360° Video Streaming: Acquisition, Transmission, and Display. | Ching-Ling Fan, Wen-Chih Lo, Yu-Tung Pai, Cheng-Hsin Hsu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 71:1-71:36 | https://dblp.org/rec/journals/csur/FanLPH19 | https://doi.org/10.1145/3329119 | Head-mounted displays and 360° videos have become increasingly more popular, delivering a more immersive viewing experience to end users. Streaming 360° videos over the best-effort Internet, however, faces tremendous challenges, because of the high resolution and the short response time requirements. This survey presen... | @article{DBLP:journals/csur/FanLPH19,
author = {Ching-Ling Fan and
Wen-Chih Lo and
Yu-Tung Pai and
Cheng-Hsin Hsu},
title = {A Survey on 360° Video Streaming: Acquisition, Transmission, and Display.},
journal = {ACM Comput. Surv.},
volume ... |
3282889 | journals/csur/CabarcosKB19 | A Survey on Adaptive Authentication. | Patricia Arias Cabarcos, Christian Krupitzer, Christian Becker 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 80:1-80:30 | https://dblp.org/rec/journals/csur/CabarcosKB19 | https://doi.org/10.1145/3336117 | Adaptive Authentication allows a system to dynamically select the best mechanism(s) for authenticating a user depending on contextual factors, such as location, proximity to devices, and other attributes. Though this technology has the potential to change the current password-dominated authentication landscape, researc... | @article{DBLP:journals/csur/CabarcosKB19,
author = {Patricia Arias Cabarcos and
Christian Krupitzer and
Christian Becker 0001},
title = {A Survey on Adaptive Authentication.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages ... |
3283012 | journals/csur/XuanLZ19 | A Survey on Bayesian Nonparametric Learning. | Junyu Xuan, Jie Lu 0001, Guangquan Zhang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 13:1-13:36 | https://dblp.org/rec/journals/csur/XuanLZ19 | https://doi.org/10.1145/3291044 | Bayesian (machine) learning has been playing a significant role in machine learning for a long time due to its particular ability to embrace uncertainty, encode prior knowledge, and endow interpretability. On the back of Bayesian learning’s great success, Bayesian nonparametric learning (BNL) has emerged as a force for... | @article{DBLP:journals/csur/XuanLZ19,
author = {Junyu Xuan and
Jie Lu 0001 and
Guangquan Zhang 0001},
title = {A Survey on Bayesian Nonparametric Learning.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages = {13:1--13... |
3282998 | journals/csur/UsmanJHC19 | A Survey on Big Multimedia Data Processing and Management in Smart Cities. | Muhammad Usman 0015, Mian Ahmad Jan, Xiangjian He, Jinjun Chen | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 54:1-54:29 | https://dblp.org/rec/journals/csur/UsmanJHC19 | https://doi.org/10.1145/3323334 | Integration of embedded multimedia devices with powerful computing platforms, e.g., machine learning platforms, helps to build smart cities and transforms the concept of Internet of Things into Internet of Multimedia Things (IoMT). To provide different services to the residents of smart cities, the IoMT technology gene... | @article{DBLP:journals/csur/UsmanJHC19,
author = {Muhammad Usman 0015 and
Mian Ahmad Jan and
Xiangjian He and
Jinjun Chen},
title = {A Survey on Big Multimedia Data Processing and Management in Smart Cities.},
journal = {ACM Comput. Surv.},
... |
3282974 | journals/csur/PimentelFMB19 | A Survey on Collecting, Managing, and Analyzing Provenance from Scripts. | João Felipe Pimentel, Juliana Freire, Leonardo Murta 0001, Vanessa Braganholo | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 47:1-47:38 | https://dblp.org/rec/journals/csur/PimentelFMB19 | https://doi.org/10.1145/3311955 | Scripts are widely used to design and run scientific experiments. Scripting languages are easy to learn and use, and they allow complex tasks to be specified and executed in fewer steps than with traditional programming languages. However, they also have important limitations for reproducibility and data management. As... | @article{DBLP:journals/csur/PimentelFMB19,
author = {João Felipe Pimentel and
Juliana Freire and
Leonardo Murta 0001 and
Vanessa Braganholo},
title = {A Survey on Collecting, Managing, and Analyzing Provenance from Scripts.},
journal = {ACM C... |
3282961 | journals/csur/MinJLRJ19 | A Survey on Food Computing. | Weiqing Min, Shuqiang Jiang, Linhu Liu, Yong Rui, Ramesh C. Jain | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 92:1-92:36 | https://dblp.org/rec/journals/csur/MinJLRJ19 | https://doi.org/10.1145/3329168 | Food is essential for human life and it is fundamental to the human experience. Food-related study may support multifarious applications and services, such as guiding human behavior, improving human health, and understanding the culinary culture. With the rapid development of social networks, mobile networks, and Inter... | @article{DBLP:journals/csur/MinJLRJ19,
author = {Weiqing Min and
Shuqiang Jiang and
Linhu Liu and
Yong Rui and
Ramesh C. Jain},
title = {A Survey on Food Computing.},
journal = {ACM Comput. Surv.},
volume = {52},
n... |
3282957 | journals/csur/MarsicoM19 | A Survey on Gait Recognition via Wearable Sensors. | Maria De Marsico, Alessio Mecca | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 86:1-86:39 | https://dblp.org/rec/journals/csur/MarsicoM19 | https://doi.org/10.1145/3340293 | Gait is a biometric trait that can allow user authentication, though it is classified as a “soft” one due to a certain lack in permanence and to sensibility to specific conditions. The earliest research relies on computer vision, especially applied in video surveillance. More recently, the spread of wearable sensors, e... | @article{DBLP:journals/csur/MarsicoM19,
author = {Maria De Marsico and
Alessio Mecca},
title = {A Survey on Gait Recognition via Wearable Sensors.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {86:1--86:39},
year = {201... |
3282899 | journals/csur/DidimoLM19 | A Survey on Graph Drawing Beyond Planarity. | Walter Didimo, Giuseppe Liotta, Fabrizio Montecchiani | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 4:1-4:37 | https://dblp.org/rec/journals/csur/DidimoLM19 | https://doi.org/10.1145/3301281 | Graph Drawing Beyond Planarity is a rapidly growing research area that classifies and studies geometric representations of nonplanar graphs in terms of forbidden crossing configurations. The aim of this survey is to describe the main research directions in this area, the most prominent known results, and some of the mo... | @article{DBLP:journals/csur/DidimoLM19,
author = {Walter Didimo and
Giuseppe Liotta and
Fabrizio Montecchiani},
title = {A Survey on Graph Drawing Beyond Planarity.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages = ... |
3282983 | journals/csur/RejibaMM19 | A Survey on Mobility-Induced Service Migration in the Fog, Edge, and Related Computing Paradigms. | Zeineb Rejiba, Xavier Masip-Bruin, Eva Marín-Tordera | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 90:1-90:33 | https://dblp.org/rec/journals/csur/RejibaMM19 | https://doi.org/10.1145/3326540 | With the advent of fog and edge computing paradigms, computation capabilities have been moved toward the edge of the network to support the requirements of highly demanding services. To ensure that the quality of such services is still met in the event of users’ mobility, migrating services across different computing n... | @article{DBLP:journals/csur/RejibaMM19,
author = {Zeineb Rejiba and
Xavier Masip-Bruin and
Eva Marín-Tordera},
title = {A Survey on Mobility-Induced Service Migration in the Fog, Edge, and Related Computing Paradigms.},
journal = {ACM Comput. Surv.},
volume ... |
3282992 | journals/csur/SundararajanSP19 | A Survey on Modality Characteristics, Performance Evaluation Metrics, and Security for Traditional and Wearable Biometric Systems. | Aditya Sundararajan, Arif I. Sarwat, Alexander Perez-Pons | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 39:1-39:36 | https://dblp.org/rec/journals/csur/SundararajanSP19 | https://doi.org/10.1145/3309550 | Biometric research is directed increasingly toward Wearable Biometric Systems (WBS) for user authentication and identification. However, prior to engaging in WBS research, how their operational dynamics and design considerations differ from those of Traditional Biometric Systems (TBS) must be understood. While the curr... | @article{DBLP:journals/csur/SundararajanSP19,
author = {Aditya Sundararajan and
Arif I. Sarwat and
Alexander Perez-Pons},
title = {A Survey on Modality Characteristics, Performance Evaluation Metrics, and Security for Traditional and Wearable Biometric Systems.},
j... |
3282970 | journals/csur/OzA19 | A Survey on Multithreading Alternatives for Soft Error Fault Tolerance. | Isil Öz, Sanem Arslan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 27:1-27:38 | https://dblp.org/rec/journals/csur/OzA19 | https://doi.org/10.1145/3302255 | Smaller transistor sizes and reduction in voltage levels in modern microprocessors induce higher soft error rates. This trend makes reliability a primary design constraint for computer systems. Redundant multithreading (RMT) makes use of parallelism in modern systems by employing thread-level time redundancy for fault ... | @article{DBLP:journals/csur/OzA19,
author = {Isil Öz and
Sanem Arslan},
title = {A Survey on Multithreading Alternatives for Soft Error Fault Tolerance.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {27:1--27:38},
year ... |
3282979 | journals/csur/RashidiJS19 | A Survey on PCM Lifetime Enhancement Schemes. | Saeed Rashidi, Majid Jalili 0001, Hamid Sarbazi-Azad | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 76:1-76:38 | https://dblp.org/rec/journals/csur/RashidiJS19 | https://doi.org/10.1145/3332257 | Phase Change Memory (PCM) is an emerging memory technology that has the capability to address the growing demand for memory capacity and bridge the gap between the main memory and the secondary storage. As a resistive memory, PCM is able to store data based on its resistance values. The wide resistance range of PCM mak... | @article{DBLP:journals/csur/RashidiJS19,
author = {Saeed Rashidi and
Majid Jalili 0001 and
Hamid Sarbazi-Azad},
title = {A Survey on PCM Lifetime Enhancement Schemes.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages ... |
3282954 | journals/csur/MallaC19 | A Survey on Power Management Techniques for Oversubscription of Multi-Tenant Data Centers. | Sulav Malla, Ken Christensen 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 1:1-1:31 | https://dblp.org/rec/journals/csur/MallaC19 | https://doi.org/10.1145/3291049 | Power management for data centers has been extensively studied in the past 10 years. Most research has focused on owner-operated data centers with less focus on Multi-Tenant Data Centers (MTDC) or colocation data centers. In an MTDC, an operator owns the building and leases out space, power, and cooling to tenants to i... | @article{DBLP:journals/csur/MallaC19,
author = {Sulav Malla and
Ken Christensen 0001},
title = {A Survey on Power Management Techniques for Oversubscription of Multi-Tenant Data Centers.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages ... |
3282867 | journals/csur/AdhikariAS19 | A Survey on Scheduling Strategies for Workflows in Cloud Environment and Emerging Trends. | Mainak Adhikari, Tarachand Amgoth, Satish Narayana Srirama | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 68:1-68:36 | https://dblp.org/rec/journals/csur/AdhikariAS19 | https://doi.org/10.1145/3325097 | Workflow scheduling is one of the challenging issues in emerging trends of the distributed environment that focuses on satisfying various quality of service (QoS) constraints. The cloud receives the applications as a form of a workflow, consisting of a set of interdependent tasks, to solve the large-scale scientific or... | @article{DBLP:journals/csur/AdhikariAS19,
author = {Mainak Adhikari and
Tarachand Amgoth and
Satish Narayana Srirama},
title = {A Survey on Scheduling Strategies for Workflows in Cloud Environment and Emerging Trends.},
journal = {ACM Comput. Surv.},
volume ... |
3282881 | journals/csur/BhatD19 | A Survey on Various Threats and Current State of Security in Android Platform. | Parnika Bhat, Kamlesh Dutta | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 21:1-21:35 | https://dblp.org/rec/journals/csur/BhatD19 | https://doi.org/10.1145/3301285 | The advent of the Android system has brought smartphone technology to the doorsteps of the masses. The latest technologies have made it affordable for every section of the society. However, the emergence of the Android platform has also escalated the growth of cybercrime through the mobile platform. Its open source ope... | @article{DBLP:journals/csur/BhatD19,
author = {Parnika Bhat and
Kamlesh Dutta},
title = {A Survey on Various Threats and Current State of Security in Android Platform.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages = {21:1--21:35},
... |
3282880 | journals/csur/BertolinoAGGGLM19 | A Systematic Review on Cloud Testing. | Antonia Bertolino, Guglielmo De Angelis, Micael Gallego, Boni García, Francisco Gortázar, Francesca Lonetti, Eda Marchetti | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 93:1-93:42 | https://dblp.org/rec/journals/csur/BertolinoAGGGLM19 | https://doi.org/10.1145/3331447 | : both approaches (and their combination into testing of the cloud in the cloud) have drawn research interest. An extensive paper search was conducted by both automated query of popular digital libraries and snowballing, which resulted in the final selection of 147 primary studies. Along the survey, a framework has bee... | @article{DBLP:journals/csur/BertolinoAGGGLM19,
author = {Antonia Bertolino and
Guglielmo De Angelis and
Micael Gallego and
Boni García and
Francisco Gortázar and
Francesca Lonetti and
Eda Marchetti},
ti... |
3283016 | journals/csur/kaurPM19 | A Systematic Review on Imbalanced Data Challenges in Machine Learning: Applications and Solutions. | Harsurinder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 79:1-79:36 | https://dblp.org/rec/journals/csur/kaurPM19 | https://doi.org/10.1145/3343440 | In machine learning, the data imbalance imposes challenges to perform data analytics in almost all areas of real-world research. The raw primary data often suffers from the skewed perspective of data distribution of one class over the other as in the case of computer vision, information security, marketing, and medical... | @article{DBLP:journals/csur/kaurPM19,
author = {Harsurinder Kaur and
Husanbir Singh Pannu and
Avleen Kaur Malhi},
title = {A Systematic Review on Imbalanced Data Challenges in Machine Learning: Applications and Solutions.},
journal = {ACM Comput. Surv.},
vol... |
3282976 | journals/csur/PisaniMGCPCRA19 | Adaptive Biometric Systems: Review and Perspectives. | Paulo Henrique Pisani, Abir Mhenni, Romain Giot, Estelle Cherrier, Norman Poh, André Carlos Ponce de Leon Ferreira de Carvalho, Christophe Rosenberger, Najoua Essoukri Ben Amara | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 102:1-102:38 | https://dblp.org/rec/journals/csur/PisaniMGCPCRA19 | https://doi.org/10.1145/3344255 | With the widespread of computing and mobile devices, authentication using biometrics has received greater attention. Although biometric systems usually provide good solutions, the recognition performance tends to be affected over time due to changing conditions and aging of biometric data, which results in intra-class ... | @article{DBLP:journals/csur/PisaniMGCPCRA19,
author = {Paulo Henrique Pisani and
Abir Mhenni and
Romain Giot and
Estelle Cherrier and
Norman Poh and
André Carlos Ponce de Leon Ferreira de Carvalho and
Chr... |
3282971 | journals/csur/PatilM19 | An Exhaustive Survey on Security Concerns and Solutions at Different Components of Virtualization. | Rajendra Patil 0001, Chirag Modi 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 12:1-12:38 | https://dblp.org/rec/journals/csur/PatilM19 | https://doi.org/10.1145/3287306 | Virtualization is a key enabler of various modern computing technologies. However, it brings additional vulnerabilities that can be exploited to affect the availability, integrity, and confidentiality of the underlying resources and services. The dynamic and shared nature of the virtualization poses additional challeng... | @article{DBLP:journals/csur/PatilM19,
author = {Rajendra Patil 0001 and
Chirag Modi 0001},
title = {An Exhaustive Survey on Security Concerns and Solutions at Different Components of Virtualization.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
... |
3282994 | journals/csur/TahaH19 | Anomaly Detection Methods for Categorical Data: A Review. | Ayman Taha, Ali S. Hadi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 38:1-38:35 | https://dblp.org/rec/journals/csur/TahaH19 | https://doi.org/10.1145/3312739 | Anomaly detection has numerous applications in diverse fields. For example, it has been widely used for discovering network intrusions and malicious events. It has also been used in numerous other applications such as identifying medical malpractice or credit fraud. Detection of anomalies in quantitative data has recei... | @article{DBLP:journals/csur/TahaH19,
author = {Ayman Taha and
Ali S. Hadi},
title = {Anomaly Detection Methods for Categorical Data: A Review.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {38:1--38:35},
year = {2019},
... |
3282915 | journals/csur/GoncalvesD19 | Automated Expertise Retrieval: A Taxonomy-Based Survey and Open Issues. | Rodrigo Gonçalves, Carina Friedrich Dorneles | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 96:1-96:30 | https://dblp.org/rec/journals/csur/GoncalvesD19 | https://doi.org/10.1145/3331000 | Understanding people’s expertise is not a trivial task since it is time-consuming when manually executed. Automated approaches have become a topic of research in recent years in various scientific fields, such as information retrieval, databases, and machine learning. This article carries out a survey on automated expe... | @article{DBLP:journals/csur/GoncalvesD19,
author = {Rodrigo Gonçalves and
Carina Friedrich Dorneles},
title = {Automated Expertise Retrieval: A Taxonomy-Based Survey and Open Issues.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = ... |
3282950 | journals/csur/MademlisNTPWM19 | Autonomous UAV Cinematography: A Tutorial and a Formalized Shot-Type Taxonomy. | Ioannis Mademlis, Nikos Nikolaidis 0001, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 105:1-105:33 | https://dblp.org/rec/journals/csur/MademlisNTPWM19 | https://doi.org/10.1145/3347713 | The emerging field of autonomous UAV cinematography is examined through a tutorial for non-experts, which also presents the required underlying technologies and connections with different UAV application domains. Current industry practices are formalized by presenting a UAV shot-type taxonomy composed of framing shot t... | @article{DBLP:journals/csur/MademlisNTPWM19,
author = {Ioannis Mademlis and
Nikos Nikolaidis 0001 and
Anastasios Tefas and
Ioannis Pitas and
Tilman Wagner and
Alberto Messina},
title = {Autonomous UAV Cinematograp... |
3283005 | journals/csur/WidelAFP19 | Beyond 2014: Formal Methods for Attack Tree-based Security Modeling. | Wojciech Widel, Maxime Audinot, Barbara Fila, Sophie Pinchinat | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 75:1-75:36 | https://dblp.org/rec/journals/csur/WidelAFP19 | https://doi.org/10.1145/3331524 | Attack trees are a well established and commonly used framework for security modeling. They provide a readable and structured representation of possible attacks against a system to protect. Their hierarchical structure reveals common features of the attacks and enables quantitative evaluation of security, thus highligh... | @article{DBLP:journals/csur/WidelAFP19,
author = {Wojciech Widel and
Maxime Audinot and
Barbara Fila and
Sophie Pinchinat},
title = {Beyond 2014: Formal Methods for Attack Tree-based Security Modeling.},
journal = {ACM Comput. Surv.},
volum... |
3282897 | journals/csur/DaiWWZV19 | Big Data Analytics for Large-scale Wireless Networks: Challenges and Opportunities. | Hong-Ning Dai, Raymond Chi-Wing Wong, Hao Wang 0003, Zibin Zheng, Athanasios V. Vasilakos | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 99:1-99:36 | https://dblp.org/rec/journals/csur/DaiWWZV19 | https://doi.org/10.1145/3337065 | The wide proliferation of various wireless communication systems and wireless devices has led to the arrival of big data era in large-scale wireless networks. Big data of large-scale wireless networks has the key features of wide variety, high volume, real-time velocity, and huge value leading to the unique research ch... | @article{DBLP:journals/csur/DaiWWZV19,
author = {Hong-Ning Dai and
Raymond Chi-Wing Wong and
Hao Wang 0003 and
Zibin Zheng and
Athanasios V. Vasilakos},
title = {Big Data Analytics for Large-scale Wireless Networks: Challenges and ... |
3283011 | journals/csur/XuB19 | Brownout Approach for Adaptive Management of Resources and Applications in Cloud Computing Systems: A Taxonomy and Future Directions. | Minxian Xu, Rajkumar Buyya | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 8:1-8:27 | https://dblp.org/rec/journals/csur/XuB19 | https://doi.org/10.1145/3234151 | Cloud computing has been regarded as an emerging approach to provisioning resources and managing applications. It provides attractive features, such as an on-demand model, scalability enhancement, and management cost reduction. However, cloud computing systems continue to face problems such as hardware failures, overlo... | @article{DBLP:journals/csur/XuB19,
author = {Minxian Xu and
Rajkumar Buyya},
title = {Brownout Approach for Adaptive Management of Resources and Applications in Cloud Computing Systems: A Taxonomy and Future Directions.},
journal = {ACM Comput. Surv.},
volume = {52},
... |
3282933 | journals/csur/KalgutkarKGSM19 | Code Authorship Attribution: Methods and Challenges. | Vaibhavi Kalgutkar, Ratinder Kaur, Hugo Gonzalez, Natalia Stakhanova, Alina Matyukhina | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 3:1-3:36 | https://dblp.org/rec/journals/csur/KalgutkarKGSM19 | https://doi.org/10.1145/3292577 | Code authorship attribution is the process of identifying the author of a given code. With increasing numbers of malware and advanced mutation techniques, the authors of malware are creating a large number of malware variants. To better deal with this problem, methods for examining the authorship of malicious code are ... | @article{DBLP:journals/csur/KalgutkarKGSM19,
author = {Vaibhavi Kalgutkar and
Ratinder Kaur and
Hugo Gonzalez and
Natalia Stakhanova and
Alina Matyukhina},
title = {Code Authorship Attribution: Methods and Challenges.},
journal ... |
3282914 | journals/csur/GoncalesFOS19 | Comparison of Software Design Models: An Extended Systematic Mapping Study. | Lucian José Gonçales, Kleinner Farias, Toacy Cavalcante de Oliveira, Murillo Scholl | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 48:1-48:41 | https://dblp.org/rec/journals/csur/GoncalesFOS19 | https://doi.org/10.1145/3313801 | Model comparison has been widely used to support many tasks in model-driven software development. For this reason, many techniques of comparing them have been proposed in the last few decades. However, academia and industry have overlooked a classification of currently available approaches to the comparison of design m... | @article{DBLP:journals/csur/GoncalesFOS19,
author = {Lucian José Gonçales and
Kleinner Farias and
Toacy Cavalcante de Oliveira and
Murillo Scholl},
title = {Comparison of Software Design Models: An Extended Systematic Mapping Study.},
journal ... |
3282935 | journals/csur/KaurPM19 | Comprehensive Study of Continuous Orthogonal Moments - A Systematic Review. | Parminder Kaur 0002, Husanbir Singh Pannu, Avleen Kaur Malhi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 67:1-67:30 | https://dblp.org/rec/journals/csur/KaurPM19 | https://doi.org/10.1145/3331167 | Orthogonal moments provide an efficient mathematical framework for computer vision, image analysis, and pattern recognition. They are derived from the polynomials that are relatively perpendicular to each other. Orthogonal moments are more efficient than non-orthogonal moments for image representation with minimum attr... | @article{DBLP:journals/csur/KaurPM19,
author = {Parminder Kaur 0002 and
Husanbir Singh Pannu and
Avleen Kaur Malhi},
title = {Comprehensive Study of Continuous Orthogonal Moments - A Systematic Review.},
journal = {ACM Comput. Surv.},
volume = {52},
... |
3282870 | journals/csur/AlmoqbelX19 | Computational Mining of Social Media to Curb Terrorism. | Mashael Yousef Almoqbel, Songhua Xu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 87:1-87:25 | https://dblp.org/rec/journals/csur/AlmoqbelX19 | https://doi.org/10.1145/3342101 | In the ever-connected social networking era, terrorists exploit social media platforms via sophisticated approaches. To curb these activities, a rich collection of computational methods was developed. This article surveys the use of social media by terrorists, followed by a temporal classification framework that overvi... | @article{DBLP:journals/csur/AlmoqbelX19,
author = {Mashael Yousef Almoqbel and
Songhua Xu},
title = {Computational Mining of Social Media to Curb Terrorism.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = {87:1--87:25},
year ... |
3282894 | journals/csur/ConstantinRZI19 | Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Covariates. | Mihai Gabriel Constantin, Miriam Redi, Gloria Zen, Bogdan Ionescu | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 25:1-25:37 | https://dblp.org/rec/journals/csur/ConstantinRZI19 | https://doi.org/10.1145/3301299 | Understanding visual interestingness is a challenging task addressed by researchers in various disciplines ranging from humanities and psychology to, more recently, computer vision and multimedia. The rise of infographics and the visual information overload that we are facing today have given this task a crucial import... | @article{DBLP:journals/csur/ConstantinRZI19,
author = {Mihai Gabriel Constantin and
Miriam Redi and
Gloria Zen and
Bogdan Ionescu},
title = {Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Co... |
3282900 | journals/csur/DinakarraoJS19 | Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and Techniques. | Sai Manoj Pudukotai Dinakarrao, Axel Jantsch, Muhammad Shafique 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 23:1-23:37 | https://dblp.org/rec/journals/csur/DinakarraoJS19 | https://doi.org/10.1145/3297711 | Signals obtained from a patient, i.e., bio-signals, are utilized to analyze the health of patient. One such bio-signal of paramount importance is the electrocardiogram (ECG), which represents the functioning of the heart. Any abnormal behavior in the ECG signal is an indicative measure of a malfunctioning of the heart,... | @article{DBLP:journals/csur/DinakarraoJS19,
author = {Sai Manoj Pudukotai Dinakarrao and
Axel Jantsch and
Muhammad Shafique 0001},
title = {Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and Techniques.},
journal = {ACM Comp... |
3283009 | journals/csur/XiaoTGCCMMOSPDF19 | Conceptual Representations for Computational Concept Creation. | Ping Xiao, Hannu Toivonen, Oskar Gross, Amílcar Cardoso, João Correia 0001, Penousal Machado, Pedro Martins 0003, Hugo Gonçalo Oliveira, Rahul Sharma 0008, Alexandre Miguel Pinto, Alberto Díaz 0001, Virginia Francisco, Pablo Gervás, Raquel Hervás, Carlos León 0002, Jamie Forth, Matthew Purver, Geraint A. Wiggins, Draga... | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 9:1-9:33 | https://dblp.org/rec/journals/csur/XiaoTGCCMMOSPDF19 | https://doi.org/10.1145/3186729 | Computational creativity seeks to understand computational mechanisms that can be characterized as creative. The creation of new concepts is a central challenge for any creative system. In this article, we outline different approaches to computational concept creation and then review conceptual representations relevant... | @article{DBLP:journals/csur/XiaoTGCCMMOSPDF19,
author = {Ping Xiao and
Hannu Toivonen and
Oskar Gross and
Amílcar Cardoso and
João Correia 0001 and
Penousal Machado and
Pedro Martins 0003 and
... |
3282986 | journals/csur/RizkAT19 | Cooperative Heterogeneous Multi-Robot Systems: A Survey. | Yara Rizk, Mariette Awad, Edward W. Tunstel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 29:1-29:31 | https://dblp.org/rec/journals/csur/RizkAT19 | https://doi.org/10.1145/3303848 | The emergence of the Internet of things and the widespread deployment of diverse computing systems have led to the formation of heterogeneous multi-agent systems (MAS) to complete a variety of tasks. Motivated to highlight the state of the art on existing MAS while identifying their limitations, remaining challenges, a... | @article{DBLP:journals/csur/RizkAT19,
author = {Yara Rizk and
Mariette Awad and
Edward W. Tunstel},
title = {Cooperative Heterogeneous Multi-Robot Systems: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages =... |
3282886 | journals/csur/BoukercheZ19 | Countermeasures against Worm Spreading: A New Challenge for Vehicular Networks. | Azzedine Boukerche, Qi Zhang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 34:1-34:25 | https://dblp.org/rec/journals/csur/BoukercheZ19 | https://doi.org/10.1145/3284748 | Vehicular ad hoc networks (VANETs) are essential components of the intelligent transport systems. They are attracting an increasing amount of interest in research and industrial sectors. Vehicular nodes are capable of transporting, sensing, processing information, and wireless communication, which makes them more vulne... | @article{DBLP:journals/csur/BoukercheZ19,
author = {Azzedine Boukerche and
Qi Zhang},
title = {Countermeasures against Worm Spreading: A New Challenge for Vehicular Networks.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {34:1--3... |
3283007 | journals/csur/WongZYLLKL19 | DNA Sequencing Technologies: Sequencing Data Protocols and Bioinformatics Tools. | Ka-Chun Wong, Jiao Zhang 0003, Shankai Yan, Xiangtao Li, Qiuzhen Lin, Sam Kwong, Cheng Liang 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 98:1-98:30 | https://dblp.org/rec/journals/csur/WongZYLLKL19 | https://doi.org/10.1145/3340286 | The recent advances in DNA sequencing technology, from first-generation sequencing (FGS) to third-generation sequencing (TGS), have constantly transformed the genome research landscape. Its data throughput is unprecedented and severalfold as compared with past technologies. DNA sequencing technologies generate sequenci... | @article{DBLP:journals/csur/WongZYLLKL19,
author = {Ka-Chun Wong and
Jiao Zhang 0003 and
Shankai Yan and
Xiangtao Li and
Qiuzhen Lin and
Sam Kwong and
Cheng Liang 0001},
title = {DNA Sequencing T... |
3282978 | journals/csur/RahebSKI19 | Dance Interactive Learning Systems: A Study on Interaction Workflow and Teaching Approaches. | Katerina El Raheb, Marina Stergiou, Akrivi Katifori, Yannis E. Ioannidis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 50:1-50:37 | https://dblp.org/rec/journals/csur/RahebSKI19 | https://doi.org/10.1145/3323335 | Motion Capture and whole-body interaction technologies have been experimentally proven to contribute to the enhancement of dance learning and to the investigation of bodily knowledge, innovating at the same time the practice of dance. Designing and implementing a dance interactive learning system with the aim to achiev... | @article{DBLP:journals/csur/RahebSKI19,
author = {Katerina El Raheb and
Marina Stergiou and
Akrivi Katifori and
Yannis E. Ioannidis},
title = {Dance Interactive Learning Systems: A Study on Interaction Workflow and Teaching Approaches.},
journal ... |
3282909 | journals/csur/FletcherI19 | Decision Tree Classification with Differential Privacy: A Survey. | Sam Fletcher, Md Zahidul Islam 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 83:1-83:33 | https://dblp.org/rec/journals/csur/FletcherI19 | https://doi.org/10.1145/3337064 | Data mining information about people is becoming increasingly important in the data-driven society of the 21st century. Unfortunately, sometimes there are real-world considerations that conflict with the goals of data mining; sometimes the privacy of the people being data mined needs to be considered. This necessitates... | @article{DBLP:journals/csur/FletcherI19,
author = {Sam Fletcher and
Md Zahidul Islam 0001},
title = {Decision Tree Classification with Differential Privacy: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {83:1--83:33},
... |
3283015 | journals/csur/ZhangYST19 | Deep Learning Based Recommender System: A Survey and New Perspectives. | Shuai Zhang 0007, Lina Yao 0001, Aixin Sun, Yi Tay | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 5:1-5:38 | https://dblp.org/rec/journals/csur/ZhangYST19 | https://doi.org/10.1145/3285029 | With the growing volume of online information, recommender systems have been an effective strategy to overcome information overload. The utility of recommender systems cannot be overstated, given their widespread adoption in many web applications, along with their potential impact to ameliorate many problems related to... | @article{DBLP:journals/csur/ZhangYST19,
author = {Shuai Zhang 0007 and
Lina Yao 0001 and
Aixin Sun and
Yi Tay},
title = {Deep Learning Based Recommender System: A Survey and New Perspectives.},
journal = {ACM Comput. Surv.},
volume = ... |
3283001 | journals/csur/WangDZNNLCC19 | Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going. | Erwei Wang, James J. Davis 0001, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 40:1-40:39 | https://dblp.org/rec/journals/csur/WangDZNNLCC19 | https://doi.org/10.1145/3309551 | Deep neural networks have proven to be particularly effective in visual and audio recognition tasks. Existing models tend to be computationally expensive and memory intensive, however, and so methods for hardware-oriented approximation have become a hot topic. Research has shown that custom hardware-based neural networ... | @article{DBLP:journals/csur/WangDZNNLCC19,
author = {Erwei Wang and
James J. Davis 0001 and
Ruizhe Zhao and
Ho-Cheung Ng and
Xinyu Niu and
Wayne Luk and
Peter Y. K. Cheung and
George A. ... |
3282878 | journals/csur/Ben-NunH19 | Demystifying Parallel and Distributed Deep Learning: An In-depth Concurrency Analysis. | Tal Ben-Nun, Torsten Hoefler | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 65:1-65:43 | https://dblp.org/rec/journals/csur/Ben-NunH19 | https://doi.org/10.1145/3320060 | Deep Neural Networks (DNNs) are becoming an important tool in modern computing applications. Accelerating their training is a major challenge and techniques range from distributed algorithms to low-level circuit design. In this survey, we describe the problem from a theoretical perspective, followed by approaches for i... | @article{DBLP:journals/csur/Ben-NunH19,
author = {Tal Ben-Nun and
Torsten Hoefler},
title = {Demystifying Parallel and Distributed Deep Learning: An In-depth Concurrency Analysis.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {65... |
3282968 | journals/csur/Or-MeirNER19 | Dynamic Malware Analysis in the Modern Era - A State of the Art Survey. | Ori Or-Meir, Nir Nissim, Yuval Elovici, Lior Rokach | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 88:1-88:48 | https://dblp.org/rec/journals/csur/Or-MeirNER19 | https://doi.org/10.1145/3329786 | Although malicious software (malware) has been around since the early days of computers, the sophistication and innovation of malware has increased over the years. In particular, the latest crop of ransomware has drawn attention to the dangers of malicious software, which can cause harm to private users as well as corp... | @article{DBLP:journals/csur/Or-MeirNER19,
author = {Ori Or-Meir and
Nir Nissim and
Yuval Elovici and
Lior Rokach},
title = {Dynamic Malware Analysis in the Modern Era - A State of the Art Survey.},
journal = {ACM Comput. Surv.},
volume ... |
3283003 | journals/csur/WangPECYM19 | Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives. | Jianyu Wang 0014, Jianli Pan, Flavio Esposito, Prasad Calyam, Zhicheng Yang, Prasant Mohapatra | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 2:1-2:23 | https://dblp.org/rec/journals/csur/WangPECYM19 | https://doi.org/10.1145/3284387 | Mobile devices supporting the “Internet of Things” often have limited capabilities in computation, battery energy, and storage space, especially to support resource-intensive applications involving virtual reality, augmented reality, multimedia delivery, and artificial intelligence, which could require broad bandwidth,... | @article{DBLP:journals/csur/WangPECYM19,
author = {Jianyu Wang 0014 and
Jianli Pan and
Flavio Esposito and
Prasad Calyam and
Zhicheng Yang and
Prasant Mohapatra},
title = {Edge Cloud Offloading Algorithms: Issues,... |
3282892 | journals/csur/ChandrakalaJ19 | Environmental Audio Scene and Sound Event Recognition for Autonomous Surveillance: A Survey and Comparative Studies. | S. Chandrakala 0001, S. L. Jayalakshmi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 63:1-63:34 | https://dblp.org/rec/journals/csur/ChandrakalaJ19 | https://doi.org/10.1145/3322240 | Monitoring of human and social activities is becoming increasingly pervasive in our living environment for public security and safety applications. The recognition of suspicious events is important in both indoor and outdoor environments, such as child-care centers, smart-homes, old-age homes, residential areas, office... | @article{DBLP:journals/csur/ChandrakalaJ19,
author = {S. Chandrakala 0001 and
S. L. Jayalakshmi},
title = {Environmental Audio Scene and Sound Event Recognition for Autonomous Surveillance: A Survey and Comparative Studies.},
journal = {ACM Comput. Surv.},
volume = {52}... |
3282958 | journals/csur/McDanielS19 | Evaluating Domain Ontologies: Clarification, Classification, and Challenges. | Melinda McDaniel, Veda C. Storey | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 70:1-70:44 | https://dblp.org/rec/journals/csur/McDanielS19 | https://doi.org/10.1145/3329124 | The number of applications being developed that require access to knowledge about the real world has increased rapidly over the past two decades. Domain ontologies, which formalize the terms being used in a discipline, have become essential for research in areas such as Machine Learning, the Internet of Things, Robotic... | @article{DBLP:journals/csur/McDanielS19,
author = {Melinda McDaniel and
Veda C. Storey},
title = {Evaluating Domain Ontologies: Clarification, Classification, and Challenges.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {70:1--7... |
3282874 | journals/csur/BakhshalipourTL19 | Evaluation of Hardware Data Prefetchers on Server Processors. | Mohammad Bakhshalipour, Seyedali Tabaeiaghdaei, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 52:1-52:29 | https://dblp.org/rec/journals/csur/BakhshalipourTL19 | https://doi.org/10.1145/3312740 | Data prefetching, i.e., the act of predicting an application’s future memory accesses and fetching those that are not in the on-chip caches, is a well-known and widely used approach to hide the long latency of memory accesses. The fruitfulness of data prefetching is evident to both industry and academy: Nowadays, almos... | @article{DBLP:journals/csur/BakhshalipourTL19,
author = {Mohammad Bakhshalipour and
Seyedali Tabaeiaghdaei and
Pejman Lotfi-Kamran and
Hamid Sarbazi-Azad},
title = {Evaluation of Hardware Data Prefetchers on Server Processors.},
journal = {AC... |
3282941 | journals/csur/LabatutB19 | Extraction and Analysis of Fictional Character Networks: A Survey. | Vincent Labatut, Xavier Bost | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 89:1-89:40 | https://dblp.org/rec/journals/csur/LabatutB19 | https://doi.org/10.1145/3344548 | A character network is a graph extracted from a narrative in which vertices represent characters and edges correspond to interactions between them. A number of narrative-related problems can be addressed automatically through the analysis of character networks, such as summarization, classification, or role detection. ... | @article{DBLP:journals/csur/LabatutB19,
author = {Vincent Labatut and
Xavier Bost},
title = {Extraction and Analysis of Fictional Character Networks: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = {89:1--89:40},
year ... |
3282948 | journals/csur/LuckcuckFDDF19 | Formal Specification and Verification of Autonomous Robotic Systems: A Survey. | Matt Luckcuck, Marie Farrell, Louise A. Dennis, Clare Dixon, Michael Fisher 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 100:1-100:41 | https://dblp.org/rec/journals/csur/LuckcuckFDDF19 | https://doi.org/10.1145/3342355 | Autonomous robotic systems are complex, hybrid, and often safety critical; this makes their formal specification and verification uniquely challenging. Though commonly used, testing and simulation alone are insufficient to ensure the correctness of, or provide sufficient evidence for the certification of, autonomous ro... | @article{DBLP:journals/csur/LuckcuckFDDF19,
author = {Matt Luckcuck and
Marie Farrell and
Louise A. Dennis and
Clare Dixon and
Michael Fisher 0001},
title = {Formal Specification and Verification of Autonomous Robotic Systems: A Su... |
3283004 | journals/csur/WenzlMUW19 | From Hack to Elaborate Technique - A Survey on Binary Rewriting. | Matthias Wenzl, Georg Merzdovnik, Johanna Ullrich, Edgar R. Weippl | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 49:1-49:37 | https://dblp.org/rec/journals/csur/WenzlMUW19 | https://doi.org/10.1145/3316415 | Binary rewriting is changing the semantics of a program without having the source code at hand. It is used for diverse purposes, such as emulation (e.g., QEMU), optimization (e.g., DynInst), observation (e.g., Valgrind), and hardening (e.g., Control flow integrity enforcement). This survey gives detailed insight into t... | @article{DBLP:journals/csur/WenzlMUW19,
author = {Matthias Wenzl and
Georg Merzdovnik and
Johanna Ullrich and
Edgar R. Weippl},
title = {From Hack to Elaborate Technique - A Survey on Binary Rewriting.},
journal = {ACM Comput. Surv.},
volum... |
3282965 | journals/csur/NambiarBN19 | Gait-based Person Re-identification: A Survey. | Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 33:1-33:34 | https://dblp.org/rec/journals/csur/NambiarBN19 | https://doi.org/10.1145/3243043 | The way people walk is a strong correlate of their identity. Several studies have shown that both humans and machines can recognize individuals just by their gait, given that proper measurements of the observed motion patterns are available. For surveillance applications, gait is also attractive, because it does not re... | @article{DBLP:journals/csur/NambiarBN19,
author = {Athira M. Nambiar and
Alexandre Bernardino and
Jacinto C. Nascimento},
title = {Gait-based Person Re-identification: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pa... |
3282959 | journals/csur/MendoncaZB19 | Graph-Based Skill Acquisition For Reinforcement Learning. | Matheus R. F. Mendonça, Artur Ziviani, André da Motta Salles Barreto | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 6:1-6:26 | https://dblp.org/rec/journals/csur/MendoncaZB19 | https://doi.org/10.1145/3291045 | In machine learning, Reinforcement Learning (RL) is an important tool for creating intelligent agents that learn solely through experience. One particular subarea within the RL domain that has received great attention is how to define macro-actions, which are temporal abstractions composed of a sequence of primitive ac... | @article{DBLP:journals/csur/MendoncaZB19,
author = {Matheus R. F. Mendonça and
Artur Ziviani and
André da Motta Salles Barreto},
title = {Graph-Based Skill Acquisition For Reinforcement Learning.},
journal = {ACM Comput. Surv.},
volume = {52},
number... |
3282908 | journals/csur/FiazMJJ19 | Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends. | Mustansar Fiaz, Arif Mahmood, Sajid Javed, Soon Ki Jung | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 43:1-43:44 | https://dblp.org/rec/journals/csur/FiazMJJ19 | https://doi.org/10.1145/3309665 | In recent years, visual object tracking has become a very active research area. An increasing number of tracking algorithms are being proposed each year. It is because tracking has wide applications in various real-world problems such as human-computer interaction, autonomous vehicles, robotics, surveillance, and secur... | @article{DBLP:journals/csur/FiazMJJ19,
author = {Mustansar Fiaz and
Arif Mahmood and
Sajid Javed and
Soon Ki Jung},
title = {Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends.},
journal = {ACM Comput. Surv.},
... |
3282945 | journals/csur/LorenaGLSH19 | How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity. | Ana Carolina Lorena, Luís Paulo F. Garcia, Jens Lehmann 0001, Marcílio Carlos Pereira de Souto, Tin Kam Ho | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 107:1-107:34 | https://dblp.org/rec/journals/csur/LorenaGLSH19 | https://doi.org/10.1145/3347711 | Characteristics extracted from the training datasets of classification problems have proven to be effective predictors in a number of meta-analyses. Among them, measures of classification complexity can be used to estimate the difficulty in separating the data points into their expected classes. Descriptors of the spat... | @article{DBLP:journals/csur/LorenaGLSH19,
author = {Ana Carolina Lorena and
Luís Paulo F. Garcia and
Jens Lehmann 0001 and
Marcílio Carlos Pereira de Souto and
Tin Kam Ho},
title = {How Complex Is Your Classification Problem?: A Su... |
3282925 | journals/csur/HongHYY19 | How Generative Adversarial Networks and Their Variants Work: An Overview. | Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 10:1-10:43 | https://dblp.org/rec/journals/csur/HongHYY19 | https://doi.org/10.1145/3301282 | Generative Adversarial Networks (GANs) have received wide attention in the machine learning field for their potential to learn high-dimensional, complex real data distribution. Specifically, they do not rely on any assumptions about the distribution and can generate real-like samples from latent space in a simple manne... | @article{DBLP:journals/csur/HongHYY19,
author = {Yongjun Hong and
Uiwon Hwang and
Jaeyoon Yoo and
Sungroh Yoon},
title = {How Generative Adversarial Networks and Their Variants Work: An Overview.},
journal = {ACM Comput. Surv.},
volume ... |
3282962 | journals/csur/Moffat19 | Huffman Coding. | Alistair Moffat | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 85:1-85:35 | https://dblp.org/rec/journals/csur/Moffat19 | https://doi.org/10.1145/3342555 | Huffman’s algorithm for computing minimum-redundancy prefix-free codes has almost legendary status in the computing disciplines. Its elegant blend of simplicity and applicability has made it a favorite example in algorithms courses, and as a result it is perhaps one of the most commonly implemented algorithmic techniqu... | @article{DBLP:journals/csur/Moffat19,
author = {Alistair Moffat},
title = {Huffman Coding.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {85:1--85:35},
year = {2019},
url = {https://doi.org/10.1145/3342555},
doi = {... |
3282879 | journals/csur/BergstromH19 | Human-Computer Interaction on the Skin. | Joanna Bergström, Kasper Hornbæk | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 77:1-77:14 | https://dblp.org/rec/journals/csur/BergstromH19 | https://doi.org/10.1145/3332166 | The skin offers exciting possibilities for human--computer interaction by enabling new types of input and feedback. We survey 42 research papers on interfaces that allow users to give input on their skin. Skin-based interfaces have developed rapidly over the past 8 years but most work consists of individual prototypes,... | @article{DBLP:journals/csur/BergstromH19,
author = {Joanna Bergström and
Kasper Hornbæk},
title = {Human-Computer Interaction on the Skin.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {77:1--77:14},
year = {2019},
ur... |
3282882 | journals/csur/BianKDD19 | Identifying Top-k Nodes in Social Networks: A Survey. | Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 22:1-22:33 | https://dblp.org/rec/journals/csur/BianKDD19 | https://doi.org/10.1145/3301286 | Top-k nodes are the important actors for a subjectively determined topic in a social network. To some extent, a topic is taken as a ranking criteria for identifying top-k nodes. Within a viral marketing network, subjectively selected topics can include the following: Who can promote a new product to the largest number ... | @article{DBLP:journals/csur/BianKDD19,
author = {Ranran Bian and
Yun Sing Koh and
Gillian Dobbie and
Anna Divoli},
title = {Identifying Top-},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages = {22:1-... |
3282919 | journals/csur/GuHRAKVS19 | Indoor Localization Improved by Spatial Context - A Survey. | Fuqiang Gu, Xuke Hu, Milad Ramezani, Debaditya Acharya, Kourosh Khoshelham, Shahrokh Valaee, Jianga Shang | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 64:1-64:35 | https://dblp.org/rec/journals/csur/GuHRAKVS19 | https://doi.org/10.1145/3322241 | Indoor localization is essential for healthcare, security, augmented reality gaming, and many other location-based services. There is currently a wealth of relevant literature on indoor localization. This article focuses on recent advances in indoor localization methods that use spatial context to improve the location ... | @article{DBLP:journals/csur/GuHRAKVS19,
author = {Fuqiang Gu and
Xuke Hu and
Milad Ramezani and
Debaditya Acharya and
Kourosh Khoshelham and
Shahrokh Valaee and
Jianga Shang},
title = {Indoor Loc... |
3282868 | journals/csur/AfzalanJ19 | Indoor Positioning Based on Visible Light Communication: A Performance-based Survey of Real-world Prototypes. | Milad Afzalan, Farrokh Jazizadeh | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 35:1-35:36 | https://dblp.org/rec/journals/csur/AfzalanJ19 | https://doi.org/10.1145/3299769 | The emergent context-aware applications in ubiquitous computing demands for obtaining accurate location information of humans or objects in real-time. Indoor location-based services can be delivered through implementing different types of technology, among which is a recent approach that utilizes LED lighting as a medi... | @article{DBLP:journals/csur/AfzalanJ19,
author = {Milad Afzalan and
Farrokh Jazizadeh},
title = {Indoor Positioning Based on Visible Light Communication: A Performance-based Survey of Real-world Prototypes.},
journal = {ACM Comput. Surv.},
volume = {52},
number ... |
3283006 | journals/csur/WinterTVRKK19 | Infrastructure-Independent Indoor Localization and Navigation. | Stephan Winter 0001, Martin Tomko 0001, Maria Vasardani, Kai-Florian Richter, Kourosh Khoshelham, Mohsen Kalantari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 61:1-61:24 | https://dblp.org/rec/journals/csur/WinterTVRKK19 | https://doi.org/10.1145/3321516 | In the absence of any global positioning infrastructure for indoor environments, research on supporting human indoor localization and navigation trails decades behind research on outdoor localization and navigation. The major barrier to broader progress has been the dependency of indoor positioning on environment-speci... | @article{DBLP:journals/csur/WinterTVRKK19,
author = {Stephan Winter 0001 and
Martin Tomko 0001 and
Maria Vasardani and
Kai-Florian Richter and
Kourosh Khoshelham and
Mohsen Kalantari},
title = {Infrastructure-Inde... |
3282924 | journals/csur/HomoliakTGEO19 | Insight Into Insiders and IT: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures. | Ivan Homoliak, Flavio Toffalini, Juan Guarnizo, Yuval Elovici, Martín Ochoa | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 30:1-30:40 | https://dblp.org/rec/journals/csur/HomoliakTGEO19 | https://doi.org/10.1145/3303771 | Insider threats are one of today’s most challenging cybersecurity issues that are not well addressed by commonly employed security solutions. In this work, we propose structural taxonomy and novel categorization of research that contribute to the organization and disambiguation of insider threat incidents and the defen... | @article{DBLP:journals/csur/HomoliakTGEO19,
author = {Ivan Homoliak and
Flavio Toffalini and
Juan Guarnizo and
Yuval Elovici and
Martín Ochoa},
title = {Insight Into Insiders and IT: A Survey of Insider Threat Taxonomies, Analysis,... |
3282963 | journals/csur/MountantonakisT19 | Large-scale Semantic Integration of Linked Data: A Survey. | Michalis Mountantonakis, Yannis Tzitzikas | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 103:1-103:40 | https://dblp.org/rec/journals/csur/MountantonakisT19 | https://doi.org/10.1145/3345551 | A large number of published datasets (or sources) that follow Linked Data principles is currently available and this number grows rapidly. However, the major target of Linked Data, i.e., linking and integration, is not easy to achieve. In general, information integration is difficult, because (a) datasets are produced,... | @article{DBLP:journals/csur/MountantonakisT19,
author = {Michalis Mountantonakis and
Yannis Tzitzikas},
title = {Large-scale Semantic Integration of Linked Data: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pages = {103:1--103... |
3282916 | journals/csur/Gonzalez-Manzano19 | Leveraging User-related Internet of Things for Continuous Authentication: A Survey. | Lorena González-Manzano, José María de Fuentes, Arturo Ribagorda | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 53:1-53:38 | https://dblp.org/rec/journals/csur/Gonzalez-Manzano19 | https://doi.org/10.1145/3314023 | Among all Internet of Things (IoT) devices, a subset of them are related to users. Leveraging these user-related IoT elements, it is possible to ensure the identity of the user for a period of time, thus avoiding impersonation. This need is known as Continuous Authentication (CA). Since 2009, a plethora of IoT-based CA... | @article{DBLP:journals/csur/Gonzalez-Manzano19,
author = {Lorena González-Manzano and
José María de Fuentes and
Arturo Ribagorda},
title = {Leveraging User-related Internet of Things for Continuous Authentication: A Survey.},
journal = {ACM Comput. Surv.},
v... |
3282895 | journals/csur/CormodeJ19 | Lp Samplers and Their Applications: A Survey. | Graham Cormode, Hossein Jowhari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 16:1-16:31 | https://dblp.org/rec/journals/csur/CormodeJ19 | https://doi.org/10.1145/3297715 | The notion of Lp sampling, and corresponding algorithms known as Lp samplers, has found a wide range of applications in the design of data stream algorithms and beyond. In this survey, we present some of the core algorithms to achieve this sampling distribution based on ideas from hashing, sampling, and sketching. We g... | @article{DBLP:journals/csur/CormodeJ19,
author = {Graham Cormode and
Hossein Jowhari},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
pages = {16:1--16:31},
year = {2019},
url = {https://doi.org/10.1145/3297715},
doi ... |
3282904 | journals/csur/DucLCO19 | Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey. | Thang Le Duc, Rafael A. García Leiva, Paolo Casari, Per-Olov Östberg | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 94:1-94:39 | https://dblp.org/rec/journals/csur/DucLCO19 | https://doi.org/10.1145/3341145 | Large-scale software systems are currently designed as distributed entities and deployed in cloud data centers. To overcome the limitations inherent to this type of deployment, applications are increasingly being supplemented with components instantiated closer to the edges of networks—a paradigm known as edge computin... | @article{DBLP:journals/csur/DucLCO19,
author = {Thang Le Duc and
Rafael A. García Leiva and
Paolo Casari and
Per-Olov Östberg},
title = {Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey.},
journal ... |
3282902 | journals/csur/DjenouriLDB19 | Machine Learning for Smart Building Applications: Review and Taxonomy. | Djamel Djenouri, Roufaida Laidi, Youcef Djenouri, Ilangko Balasingham | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 24:1-24:36 | https://dblp.org/rec/journals/csur/DjenouriLDB19 | https://doi.org/10.1145/3311950 | The use of machine learning (ML) in smart building applications is reviewed in this article. We split existing solutions into two main classes: occupant-centric versus energy/devices-centric. The first class groups solutions that use ML for aspects related to the occupants, including (1) occupancy estimation and identi... | @article{DBLP:journals/csur/DjenouriLDB19,
author = {Djamel Djenouri and
Roufaida Laidi and
Youcef Djenouri and
Ilangko Balasingham},
title = {Machine Learning for Smart Building Applications: Review and Taxonomy.},
journal = {ACM Comput. Sur... |
3282866 | journals/csur/AbdulahhadBCP19 | Modeling Information Retrieval by Formal Logic: A Survey. | Karam Abdulahhad, Catherine Berrut, Jean-Pierre Chevallet, Gabriella Pasi | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 15:1-15:37 | https://dblp.org/rec/journals/csur/AbdulahhadBCP19 | https://doi.org/10.1145/3291043 | Several mathematical frameworks have been used to model the information retrieval (IR) process, among them, formal logics. Logic-based IR models upgrade the IR process from document-query comparison to an inference process, in which both documents and queries are expressed as sentences of the selected formal logic. The... | @article{DBLP:journals/csur/AbdulahhadBCP19,
author = {Karam Abdulahhad and
Catherine Berrut and
Jean-Pierre Chevallet and
Gabriella Pasi},
title = {Modeling Information Retrieval by Formal Logic: A Survey.},
journal = {ACM Comput. Surv.},
... |
3282988 | journals/csur/SalemeCMSG19 | Mulsemedia DIY: A Survey of Devices and a Tutorial for Building Your Own Mulsemedia Environment. | Estêvão B. Saleme, Alexandra Covaci, Gebremariam Mesfin, Celso A. S. Santos, Gheorghita Ghinea | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 58:1-58:29 | https://dblp.org/rec/journals/csur/SalemeCMSG19 | https://doi.org/10.1145/3319853 | Multisensory experiences have been increasingly applied in Human-Computer Interaction (HCI). In recent years, it is commonplace to notice the development of haptic, olfactory, and even gustatory displays to create more immersive experiences. Companies are proposing new additions to the multisensory world and are unveil... | @article{DBLP:journals/csur/SalemeCMSG19,
author = {Estêvão B. Saleme and
Alexandra Covaci and
Gebremariam Mesfin and
Celso A. S. Santos and
Gheorghita Ghinea},
title = {Mulsemedia DIY: A Survey of Devices and a Tutorial for Buildi... |
3282947 | journals/csur/LuH19 | Multi-model Databases: A New Journey to Handle the Variety of Data. | Jiaheng Lu, Irena Holubová | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 55:1-55:38 | https://dblp.org/rec/journals/csur/LuH19 | https://doi.org/10.1145/3323214 | The variety of data is one of the most challenging issues for the research and practice in data management systems. The data are naturally organized in different formats and models, including structured data, semi-structured data, and unstructured data. In this survey, we introduce the area of multi-model DBMSs that bu... | @article{DBLP:journals/csur/LuH19,
author = {Jiaheng Lu and
Irena Holubová},
title = {Multi-model Databases: A New Journey to Handle the Variety of Data.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages = {55:1--55:38},
year ... |
3282956 | journals/csur/MannesM19 | Naming Content on the Network Layer: A Security Analysis of the Information-Centric Network Model. | Elisa Mannes, Carlos Maziero | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 44:1-44:28 | https://dblp.org/rec/journals/csur/MannesM19 | https://doi.org/10.1145/3311888 | The Information-Centric Network (ICN) paradigm is a future Internet approach aiming to tackle the Internet architectural problems and inefficiencies, by swapping the main entity of the network architecture from hosts to content items. In ICN, content names play a central role: Each content gets a unique name at the net... | @article{DBLP:journals/csur/MannesM19,
author = {Elisa Mannes and
Carlos Maziero},
title = {Naming Content on the Network Layer: A Security Analysis of the Information-Centric Network Model.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages ... |
3283000 | journals/csur/WangC19 | Negative Sequence Analysis: A Review. | Wei Wang 0379, Longbing Cao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 32:1-32:39 | https://dblp.org/rec/journals/csur/WangC19 | https://doi.org/10.1145/3311952 | Negative sequential patterns (NSPs) produced by negative sequence analysis (NSA) capture more informative and actionable knowledge than classic positive sequential patterns (PSPs) due to involving both occurring and nonoccurring items, which appear in many applications. However, the research on NSA is still at an early... | @article{DBLP:journals/csur/WangC19,
author = {Wei Wang 0379 and
Longbing Cao},
title = {Negative Sequence Analysis: A Review.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {32:1--32:39},
year = {2019},
url =... |
3282875 | journals/csur/BarikaGZWMR19 | Orchestrating Big Data Analysis Workflows in the Cloud: Research Challenges, Survey, and Future Directions. | Mutaz Barika, Saurabh Kumar Garg 0001, Albert Y. Zomaya, Lizhe Wang 0001, Aad van Moorsel, Rajiv Ranjan 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 95:1-95:41 | https://dblp.org/rec/journals/csur/BarikaGZWMR19 | https://doi.org/10.1145/3332301 | Interest in processing big data has increased rapidly to gain insights that can transform businesses, government policies, and research outcomes. This has led to advancement in communication, programming, and processing technologies, including cloud computing services and technologies such as Hadoop, Spark, and Storm. ... | @article{DBLP:journals/csur/BarikaGZWMR19,
author = {Mutaz Barika and
Saurabh Kumar Garg 0001 and
Albert Y. Zomaya and
Lizhe Wang 0001 and
Aad van Moorsel and
Rajiv Ranjan 0001},
title = {Orchestrating Big Data An... |
3282981 | journals/csur/RatekeJCSCW19 | Passive Vision Region-Based Road Detection: A Literature Review. | Thiago Rateke, Karla A. Justen, Vito F. Chiarella, Antonio Carlos Sobieranski, Eros Comunello, Aldo von Wangenheim | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 31:1-31:34 | https://dblp.org/rec/journals/csur/RatekeJCSCW19 | https://doi.org/10.1145/3311951 | We present a literature review to analyze the state of the art in the area of road detection based upon frontal images. For this purpose, a systematic literature review (SLR) was conducted that focuses on analyzing region-based works, since they can adapt to different surface types and do not depend on road geometry or... | @article{DBLP:journals/csur/RatekeJCSCW19,
author = {Thiago Rateke and
Karla A. Justen and
Vito F. Chiarella and
Antonio Carlos Sobieranski and
Eros Comunello and
Aldo von Wangenheim},
title = {Passive Vision Regi... |
3282934 | journals/csur/Kardani-Moghaddam19 | Performance-Aware Management of Cloud Resources: A Taxonomy and Future Directions. | Sara Kardani-Moghaddam, Rajkumar Buyya, Kotagiri Ramamohanarao | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 84:1-84:37 | https://dblp.org/rec/journals/csur/Kardani-Moghaddam19 | https://doi.org/10.1145/3337956 | The dynamic nature of the cloud environment has made the distributed resource management process a challenge for cloud service providers. The importance of maintaining quality of service in accordance with customer expectations and the highly dynamic nature of cloud-hosted applications add new levels of complexity to t... | @article{DBLP:journals/csur/Kardani-Moghaddam19,
author = {Sara Kardani-Moghaddam and
Rajkumar Buyya and
Kotagiri Ramamohanarao},
title = {Performance-Aware Management of Cloud Resources: A Taxonomy and Future Directions.},
journal = {ACM Comput. Surv.},
vol... |
3282969 | journals/csur/OukemeniRP19 | Privacy Analysis on Microblogging Online Social Networks: A Survey. | Samia Oukemeni, Helena Rifà-Pous, Joan Manuel Marquès Puig | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 60:1-60:36 | https://dblp.org/rec/journals/csur/OukemeniRP19 | https://doi.org/10.1145/3321481 | Online Social Networks (OSNs) incorporate different forms of interactive communication, including microblogging services, multimedia sharing, business networking, and so on. They allow users to create profiles, connect with friends, and share their daily activities and thoughts. However, this ease of use of OSNs comes ... | @article{DBLP:journals/csur/OukemeniRP19,
author = {Samia Oukemeni and
Helena Rifà-Pous and
Joan Manuel Marquès Puig},
title = {Privacy Analysis on Microblogging Online Social Networks: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number... |
3282890 | journals/csur/CazorlaKMHAV19 | Probabilistic Worst-Case Timing Analysis: Taxonomy and Comprehensive Survey. | Francisco J. Cazorla, Leonidas Kosmidis, Enrico Mezzetti, Carles Hernández 0001, Jaume Abella 0001, Tullio Vardanega | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 14:1-14:35 | https://dblp.org/rec/journals/csur/CazorlaKMHAV19 | https://doi.org/10.1145/3301283 | The unabated increase in the complexity of the hardware and software components of modern embedded real-time systems has given momentum to a host of research in the use of probabilistic and statistical techniques for timing analysis. In the last few years, that front of investigation has yielded a body of scientific li... | @article{DBLP:journals/csur/CazorlaKMHAV19,
author = {Francisco J. Cazorla and
Leonidas Kosmidis and
Enrico Mezzetti and
Carles Hernández 0001 and
Jaume Abella 0001 and
Tullio Vardanega},
title = {Probabilistic Wo... |
3282891 | journals/csur/CelikFPTM19 | Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities. | Z. Berkay Celik, Earlence Fernandes, Eric Pauley, Gang Tan, Patrick D. McDaniel | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 74:1-74:30 | https://dblp.org/rec/journals/csur/CelikFPTM19 | https://doi.org/10.1145/3333501 | Recent advances in Internet of Things (IoT) have enabled myriad domains such as smart homes, personal monitoring devices, and enhanced manufacturing. IoT is now pervasive—new applications are being used in nearly every conceivable environment, which leads to the adoption of device-based interaction and automation. Howe... | @article{DBLP:journals/csur/CelikFPTM19,
author = {Z. Berkay Celik and
Earlence Fernandes and
Eric Pauley and
Gang Tan and
Patrick D. McDaniel},
title = {Program Analysis of Commodity IoT Applications for Security and Privacy: Chal... |
3282913 | journals/csur/GlabbeekH19 | Progress, Justness, and Fairness. | Rob van Glabbeek, Peter Höfner | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 69:1-69:38 | https://dblp.org/rec/journals/csur/GlabbeekH19 | https://doi.org/10.1145/3329125 | Fairness assumptions are a valuable tool when reasoning about systems. In this article, we classify several fairness properties found in the literature and argue that most of them are too restrictive for many applications. As an alternative, we introduce the concept of justness. | @article{DBLP:journals/csur/GlabbeekH19,
author = {Rob van Glabbeek and
Peter Höfner},
title = {Progress, Justness, and Fairness.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {69:1--69:38},
year = {2019},
url ... |
3282942 | journals/csur/LiY19 | Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey. | Miqing Li, Xin Yao 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 26:1-26:38 | https://dblp.org/rec/journals/csur/LiY19 | https://doi.org/10.1145/3300148 | Complexity and variety of modern multiobjective optimisation problems result in the emergence of numerous search techniques, from traditional mathematical programming to various randomised heuristics. A key issue raised consequently is how to evaluate and compare solution sets generated by these multiobjective search t... | @article{DBLP:journals/csur/LiY19,
author = {Miqing Li and
Xin Yao 0001},
title = {Quality Evaluation of Solution Sets in Multiobjective Optimisation: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages = {26:1--26:38},
year ... |
3283013 | journals/csur/ZhangLOX19 | Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective. | Jing Zhang 0017, Wanqing Li 0001, Philip Ogunbona, Dong Xu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 7:1-7:38 | https://dblp.org/rec/journals/csur/ZhangLOX19 | https://doi.org/10.1145/3291124 | This article takes a problem-oriented perspective and presents a comprehensive review of transfer-learning methods, both shallow and deep, for cross-dataset visual recognition. Specifically, it categorises the cross-dataset recognition into 17 problems based on a set of carefully chosen data and label attributes. Such ... | @article{DBLP:journals/csur/ZhangLOX19,
author = {Jing Zhang 0017 and
Wanqing Li 0001 and
Philip Ogunbona and
Dong Xu 0001},
title = {Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective.},
jour... |
3282984 | journals/csur/RibeiroG19 | Recoloring Algorithms for Colorblind People: A Survey. | Madalena G. Ribeiro, Abel João Padrão Gomes | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 72 | https://dblp.org/rec/journals/csur/RibeiroG19 | https://doi.org/10.1145/3329118 | Color is a powerful communication component, not only as part of the message meaning but also as a way of discriminating contents therein. However, 5% of the world’s population suffers from color vision deficiency (CVD), commonly known as colorblindness. This handicap adulterates the way the color is perceived, comprom... | @article{DBLP:journals/csur/RibeiroG19,
author = {Madalena G. Ribeiro and
Abel João Padrão Gomes},
title = {Recoloring Algorithms for Colorblind People: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {4},
pages = {72},
year ... |
3282926 | journals/csur/HongV19 | Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms. | Cheol-Ho Hong, Blesson Varghese | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 97:1-97:37 | https://dblp.org/rec/journals/csur/HongV19 | https://doi.org/10.1145/3326066 | Contrary to using distant and centralized cloud data center resources, employing decentralized resources at the edge of a network for processing data closer to user devices, such as smartphones and tablets, is an upcoming computing paradigm, referred to as fog/edge computing. Fog/edge resources are typically resource-c... | @article{DBLP:journals/csur/HongV19,
author = {Cheol-Ho Hong and
Blesson Varghese},
title = {Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {5},
pag... |
3282931 | journals/csur/JahanSNA19 | Security Modeling of Autonomous Systems: A Survey. | Farha Jahan, Weiqing Sun, Quamar Niyaz, Mansoor Alam | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 91:1-91:34 | https://dblp.org/rec/journals/csur/JahanSNA19 | https://doi.org/10.1145/3337791 | Autonomous systems will soon be integrating into our lives as home assistants, delivery drones, and driverless cars. The implementation of the level of automation in these systems from being manually controlled to fully autonomous would depend upon the autonomy approach chosen to design these systems. This article revi... | @article{DBLP:journals/csur/JahanSNA19,
author = {Farha Jahan and
Weiqing Sun and
Quamar Niyaz and
Mansoor Alam},
title = {Security Modeling of Autonomous Systems: A Survey.},
journal = {ACM Comput. Surv.},
volume = {52},
number ... |
3283014 | journals/csur/ZhangXL19 | Security and Privacy on Blockchain. | Rui Zhang 0016, Rui Xue 0001, Ling Liu 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 51:1-51:34 | https://dblp.org/rec/journals/csur/ZhangXL19 | https://doi.org/10.1145/3316481 | Blockchain offers an innovative approach to storing information, executing transactions, performing functions, and establishing trust in an open environment. Many consider blockchain as a technology breakthrough for cryptography and cybersecurity, with use cases ranging from globally deployed cryptocurrency systems lik... | @article{DBLP:journals/csur/ZhangXL19,
author = {Rui Zhang 0016 and
Rui Xue 0001 and
Ling Liu 0001},
title = {Security and Privacy on Blockchain.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages = {51:1--51:34},
ye... |
3282922 | journals/csur/HabibzadehKSKB19 | Smart City System Design: A Comprehensive Study of the Application and Data Planes. | Hadi Habibzadeh, Cem Kaptan, Tolga Soyata, Burak Kantarci, Azzedine Boukerche | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 41:1-41:38 | https://dblp.org/rec/journals/csur/HabibzadehKSKB19 | https://doi.org/10.1145/3309545 | Recent global smart city efforts resemble the establishment of electricity networks when electricity was first invented, which meant the start of a new era to sell electricity as a utility. A century later, in the smart era, the network to deliver services goes far beyond a single entity like electricity. Supplemented ... | @article{DBLP:journals/csur/HabibzadehKSKB19,
author = {Hadi Habibzadeh and
Cem Kaptan and
Tolga Soyata and
Burak Kantarci and
Azzedine Boukerche},
title = {Smart City System Design: A Comprehensive Study of the Application and Dat... |
3282910 | journals/csur/GeorgiouRS19 | Software Development Lifecycle for Energy Efficiency: Techniques and Tools. | Stefanos Georgiou, Stamatia Rizou, Diomidis Spinellis | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 81:1-81:33 | https://dblp.org/rec/journals/csur/GeorgiouRS19 | https://doi.org/10.1145/3337773 | Motivation: In modern it systems, the increasing demand for computational power is tightly coupled with ever higher energy consumption. Traditionally, energy efficiency research has focused on reducing energy consumption at the hardware level. Nevertheless, the software itself provides numerous opportunities for improv... | @article{DBLP:journals/csur/GeorgiouRS19,
author = {Stefanos Georgiou and
Stamatia Rizou and
Diomidis Spinellis},
title = {Software Development Lifecycle for Energy Efficiency: Techniques and Tools.},
journal = {ACM Comput. Surv.},
volume = {52},
num... |
3282993 | journals/csur/SwamiDR19 | Software-defined Networking-based DDoS Defense Mechanisms. | Rochak Swami, Mayank Dave, Virender Ranga | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 28:1-28:36 | https://dblp.org/rec/journals/csur/SwamiDR19 | https://doi.org/10.1145/3301614 | Distributed Denial of Service attack (DDoS) is recognized to be one of the most catastrophic attacks against various digital communication entities. Software-defined networking (SDN) is an emerging technology for computer networks that uses open protocols for controlling switches and routers placed at the network edges... | @article{DBLP:journals/csur/SwamiDR19,
author = {Rochak Swami and
Mayank Dave and
Virender Ranga},
title = {Software-defined Networking-based DDoS Defense Mechanisms.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {2},
pages ... |
3282960 | journals/csur/MengistuC19 | Survey and Taxonomy of Volunteer Computing. | Tessema M. Mengistu, Dunren Che | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 59:1-59:35 | https://dblp.org/rec/journals/csur/MengistuC19 | https://doi.org/10.1145/3320073 | Volunteer Computing is a kind of distributed computing that harnesses the aggregated spare computing resources of volunteer devices. It provides a cheaper and greener alternative computing infrastructure that can complement the dedicated, centralized, and expensive data centres. The aggregated idle computing resources ... | @article{DBLP:journals/csur/MengistuC19,
author = {Tessema M. Mengistu and
Dunren Che},
title = {Survey and Taxonomy of Volunteer Computing.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages = {59:1--59:35},
year = {2019},
... |
3282873 | journals/csur/BablaniETC19 | Survey on Brain-Computer Interface: An Emerging Computational Intelligence Paradigm. | Annushree Bablani, Damodar Reddy Edla, Diwakar Tripathi, Ramalingaswamy Cheruku | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 20:1-20:32 | https://dblp.org/rec/journals/csur/BablaniETC19 | https://doi.org/10.1145/3297713 | A brain-computer interface (BCI) provides a way to develop interaction between a brain and a computer. The communication is developed as a result of neural responses generated in the brain because of motor movements or cognitive activities. The means of communication here includes muscular and non-muscular actions. The... | @article{DBLP:journals/csur/BablaniETC19,
author = {Annushree Bablani and
Damodar Reddy Edla and
Diwakar Tripathi and
Ramalingaswamy Cheruku},
title = {Survey on Brain-Computer Interface: An Emerging Computational Intelligence Paradigm.},
journal ... |
3282946 | journals/csur/LozanoS19 | Survey on Combinatorial Register Allocation and Instruction Scheduling. | Roberto Castañeda Lozano, Christian Schulte 0001 | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 62:1-62:50 | https://dblp.org/rec/journals/csur/LozanoS19 | https://doi.org/10.1145/3200920 | Register allocation (mapping variables to processor registers or memory) and instruction scheduling (reordering instructions to increase instruction-level parallelism) are essential tasks for generating efficient assembly code in a compiler. In the past three decades, combinatorial optimization has emerged as an altern... | @article{DBLP:journals/csur/LozanoS19,
author = {Roberto Castañeda Lozano and
Christian Schulte 0001},
title = {Survey on Combinatorial Register Allocation and Instruction Scheduling.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages =... |
3282885 | journals/csur/BoukercheGG19 | Sustainable Offloading in Mobile Cloud Computing: Algorithmic Design and Implementation. | Azzedine Boukerche, Shichao Guan, Robson E. De Grande | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 11:1-11:37 | https://dblp.org/rec/journals/csur/BoukercheGG19 | https://doi.org/10.1145/3286688 | Mobile Cloud Computing (MCC) has been extensively explored to be applied as a vital tool to enhance the capabilities of mobile devices, increasing computing power, expanding storage capacity, and prolonging battery life. Offloading works as the fundamental feature that enables MCC to relieve task load and extend data s... | @article{DBLP:journals/csur/BoukercheGG19,
author = {Azzedine Boukerche and
Shichao Guan and
Robson E. De Grande},
title = {Sustainable Offloading in Mobile Cloud Computing: Algorithmic Design and Implementation.},
journal = {ACM Comput. Surv.},
volume ... |
3282918 | journals/csur/GrondahlA19 | Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? | Tommi Gröndahl, N. Asokan | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 45:1-45:36 | https://dblp.org/rec/journals/csur/GrondahlA19 | https://doi.org/10.1145/3310331 | Textual deception constitutes a major problem for online security. Many studies have argued that deceptiveness leaves traces in writing style, which could be detected using text classification techniques. By conducting an extensive literature review of existing empirical work, we demonstrate that while certain linguist... | @article{DBLP:journals/csur/GrondahlA19,
author = {Tommi Gröndahl and
N. Asokan},
title = {Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace?},
journal = {ACM Comput. Surv.},
volume = {52},
number = {3},
pages = {45:1--45:36}... |
3282982 | journals/csur/ReghenzaniMF19 | The Real-Time Linux Kernel: A Survey on PREEMPT_RT. | Federico Reghenzani, Giuseppe Massari, William Fornaciari | ACM Computing Surveys | ACM Comput. Surv. | cross-area | 2,019 | unknown | 18:1-18:36 | https://dblp.org/rec/journals/csur/ReghenzaniMF19 | https://doi.org/10.1145/3297714 | The increasing functional and nonfunctional requirements of real-time applications, the advent of mixed criticality computing, and the necessity of reducing costs are leading to an increase in the interest for employing COTS hardware in real-time domains. In this scenario, the Linux kernel is emerging as a valuable sol... | @article{DBLP:journals/csur/ReghenzaniMF19,
author = {Federico Reghenzani and
Giuseppe Massari and
William Fornaciari},
title = {The Real-Time Linux Kernel: A Survey on PREEMPT_RT.},
journal = {ACM Comput. Surv.},
volume = {52},
number = {1},
... |
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