abstract_id
stringlengths
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10
sentences
list
labels
list
confs
list
train_1100
[ "This tutorial brings together perspectives on ER from a variety of fields, including databases, machine learning, natural language processing and information retrieval, to provide, in one setting, a survey of a large body of work.", "We discuss both the practical aspects and theoretical underpinnings of ER.", ...
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train_1101
[ "We describe a new physics engine tailored to model-based control.", "Multi-joint dynamics are represented in generalized coordinates and computed via recursive algorithms.", "Contact responses are computed via efficient new algorithms we have developed, based on the modern velocity-stepping approach which avoi...
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train_1102
[ "The notion of a shared mental model is well known in the literature regarding team work among humans.", "It has been used to explain team functioning.", "The idea is that team performance improves if team members have a shared understanding of the task that is to be performed and of the involved team work.", ...
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train_1103
[ "Modern mobile devices have access to a wealth of data suitable for learning models, which in turn can greatly improve the user experience on the device.", "For example, language models can improve speech recognition and text entry, and image models can automatically select good photos.", "However, this rich da...
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train_1104
[ "Purpose – Aims to review the key concepts of competency management (CM) and to propose method for developing competency method.", "Design/methodology/approach – Examines the CM features of 22 CM systems and 18 learning management systems.", "Findings – Finds that the areas of open standard (XML, web services, ...
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train_1105
[ "In this work, we cast text summarization as a sequence-to-sequence problem and apply the attentional encoder-decoder RNN that has been shown to be successful for Machine Translation (Bahdanau et al. (2014)).", "Our experiments show that the proposed architecture significantly outperforms the state-of-the art mod...
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train_1106
[ "This paper presents an approach to the description and analysis of complex Man-Machine Systems (MMSs) called Cognitive Systems Engineering (CSE).", "In contrast to traditional approaches to the study of man-machine systems which mainly operate on the physical and physiological level, CSE operates on the level of...
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train_1107
[ "We present the MULTOVL application suite that detects and statistically analyses multiple overlaps of genomic regions in a fast and efficient manner.", "The package supports the detection of multiple region intersections, unions and 'solitary' genomic regions.", "The significance of actually observed overlaps ...
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train_1108
[ "An access control model describes at a high level of abstraction a mechanism for governing access to shared resources.", "In this paper, we view an access control model as a design pattern providing a general solution for ensuring confidentiality, integrity and availability of information resources.", "We pres...
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train_1109
[ "On-line learning in domains where the target concept depends on some hidden context poses serious problems.", "A changing context can induce changes in the target concepts, producing what is known as concept drift.", "We describe a family of learning algorithms that flexibly react to concept drift and can take...
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train_1110
[ "Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its many applications in various domains.", "Face recognition techniques can be broadly divided into three categories based on ...
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train_1111
[ "The tremendous success of machine learning algorithms at image recognition tasks in recent years intersects with a time of dramatically increased use of electronic medical records and diagnostic imaging.", "This review introduces the machine learning algorithms as applied to medical image analysis, focusing on c...
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train_1112
[ "We study, for the first time, automated inference on criminality based solely on still face images.", "Via supervised machine learning, we build four classifiers (logistic regression, KNN, SVM, CNN) using facial images of 1856 real persons controlled for race, gender, age and facial expressions, nearly half of w...
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train_1113
[ "This paper presents the design of a lightweight robot arm intended for safe physical human-robot interaction.", "The robot arm design combines tendon actuation with elasticity in the tendons to achieve a significant reduction in mass and passive compliant behavior.", "The use of elastic tendons in all joints i...
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train_1114
[ "Linear algebra algorithms are fundamental to many computing applications.", "Modern GPUs are suited for many general purpose processing tasks and have emerged as inexpensive high performance co-processors due to their tremendous computing power.", "In this paper, we present the implementation of singular value...
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train_1115
[ "The presence of gender stereotypes in many aspects of society is a well-known phenomenon.", "In this paper, we focus on studying such stereotypes and bias in Hindi movie industry (Bollywood).", "We analyze movie plots and posters for all movies released since 1970.", "The gender bias is detected by semantic ...
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train_1116
[ "Herewe propose a real-timemethod for low-drift odometry andmapping using rangemeasurements from a 3D laser scanner moving in 6-DOF.", "The problem is hard because the range measurements are received at different times, and errors in motion estimation (especially without an external reference such asGPS) causemis...
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train_1117
[ "Streaming music services represent the music industry’s greatest prospective source of revenue and are well established among consumers.", "This paper presents a theory of a streaming music business model consisting of two types of services provided by a monopolist.", "The first service, which offers access fr...
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train_1118
[ "In this paper, we present an algorithm to estimate a signal from its modified short-time Fourier transform (STFT).", "This algorithm is computationally simple and is obtained by minimizing the mean squared error between the STFT of the estimated signal and the modified STFT.", "Using this algorithm, we also de...
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train_1119
[ "Behavioral economics tells us that emotions can profoundly affect individual behavior and decision-making.", "Does this also apply to societies at large, i.e. can societies experience mood states that affect their collective decision making?", "By extension is the public mood correlated or even predictive of e...
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train_1120
[ "Graphical interface use involves schemata operations that range from transfer to induction.", "The former apply existing knowledge, such as prior schemata, and are effortless, preconscious and intuitive.", "The latter, which consist in constructing new schemata, are resource-consuming and thus detrimental to i...
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train_1121
[ "We present a new state-of-the-art approach for face detection.", "The key idea is to combine face alignment with detection, observing that aligned face shapes provide better features for face classification.", "To make this combination more effective, our approach learns the two tasks jointly in the same casca...
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train_1122
[ "Image forensics has now raised the anxiety of justice as increasing cases of abusing tampered images in newspapers and court for evidence are reported recently.", "With the goal of verifying image content authenticity, passive-blind image tampering detection is called for.", "More realistic open benchmark data...
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train_1123
[ "This edition is a translation of the book formerly published in French in 1995 (Les systèmes multi-agents:", "Vers une intelligence collective, Inter Editions, Paris.)", "Even now, it is still the main reference for the French research community in multi-agent systems (MAS).", "The book is intended to be bot...
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train_1124
[ "Fog Computing extends the Cloud Computing paradigm to the edge of the network, thus enabling a new breed of applications and services.", "Defining characteristics of the Fog are: a) Low latency and location awareness; b) Wide-spread geographical distribution; c) Mobility; d) Very large number of nodes, e) Predom...
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train_1125
[ "We study the phenomenon of business ecosystems in which a platform firm orchestrates the functioning of the ecosystem by providing a platform and setting the rules for other complementor firms to participate in it.", "We develop a theoretical framework to explain how the structural and evolutionary features of t...
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train_1126
[ "Since emotions play an important role in the daily life of human beings, the need and importance of automatic emotion recognition has grown with increasing role of human computer interface applications.", "Emotion recognition could be done from the text, speech, facial expression or gesture.", "In this paper, ...
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train_1127
[ "Question classification is very important for question answering.", "This paper presents our research work on automatic question classification through machine learning approaches.", "We have experimented with five machine learning algorithms: Nearest Neighbors (NN), Naive Bayes (NB), Decision Tree (DT), Spars...
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train_1128
[ "In real-world face detection, large visual variations, such as those due to pose, expression, and lighting, demand an advanced discriminative model to accurately differentiate faces from the backgrounds.", "Consequently, effective models for the problem tend to be computationally prohibitive.", "To address the...
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train_1129
[ "Gender classification is a fundamental and important application in computer vision, and it has become a research hotspot.", "Real-world applications require gender classification in unconstrained conditions where traditional methods are not appropriate.", "This paper proposes a Deep Convolutional Neural Netwo...
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train_1130
[ "Children and adolescents now communicate online to form and/or maintain relationships with friends, family, and strangers.", "Relationships in \"real life\" are important for children's and adolescents' psychosocial development; however, they can be difficult for those who experience feelings of loneliness and/o...
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train_1131
[ "Qualitative research is often associated with interpretivism, but alternatives do exist.", "Besides critical research and sometimes positivism, qualitative research in information systems can be performed following a paradigm of pragmatism.", "This paradigm is associated with action, intervention and construct...
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train_1132
[ "Within the past three years, several new AI textbooks have been published, all written by well-known researchers (Dean, Allen, and Aloiminos 1995; Russell and Norvig 1995; Shoham 1994; Ginsberg 1993).", "Thus, it is not surprising that the authors of each of these textbooks have sought a way to distinguish their...
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train_1133
[ "In this work we describe a Convolutional Neural Network (CNN) to accurately predict image quality without a reference image.", "Taking image patches as input, the CNN works in the spatial domain without using hand-crafted features that are employed by most previous methods.", "The network consists of one convo...
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train_1134
[ "In this paper we explore the topic of using metaphors and analogies in teaching algorithms.", "We argue their importance in the teaching process.", "We present a selection of metaphors we successfully used when teaching algorithms to secondary school students.", "We also discuss the suitability of several co...
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train_1135
[ "Mobile communication technologies such as Bluetooth are becoming ubiquitous, but they must provide satisfactory levels of security and privacy.", "Concerns about Bluetooth device security have led the specification of the “non-discoverable” mode, which prevents devices from being listed during a Bluetooth device...
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train_1136
[ "The design of software has been a focus of software engineering research since the field's beginning.", "This paper explores key aspects of this research focus and shows why design will remain a principal focus.", "The intrinsic elements of software design, both process and product, are discussed: concept form...
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train_1137
[ "Automatic access control systems (ACS) based on the human biometrics or physical tokens are widely employed in public and private areas.", "Yet these systems, in their conventional forms, are restricted to active interaction from the users.", "In scenarios where users are not cooperating with the system, these...
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train_1138
[ "Organizations today face shortages of IT personnel.", "We investigated workplace factors in one state government in hope of identifying factors that influence perceived organizational support (POS) within an IT work environment.", "A combination of job characteristics (challenging job and perceived workload), ...
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train_1139
[ "We introduce new online and batch algorithms that are robust to data with missing features, a situation that arises in many practical applications.", "In the online setup, we allow for the comparison hypothesis to change as a function of the subset of features that is observed on any given round, extending the s...
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train_1140
[ "Automatic citation recommendation can be very useful for authoring a paper and is an AI-complete problem due to the challenge of bridging the semantic gap between citation context and the cited paper.", "It is not always easy for knowledgeable researchers to give an accurate citation context for a cited paper or...
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train_1141
[ "Recent results in monocular visual-inertial navigation (VIN) have shown that optimization-based approaches outperform filtering methods in terms of accuracy due to their capability to relinearize past states.", "However, the improvement comes at the cost of increased computational complexity.", "In this paper,...
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train_1142
[ "How could the body influence our thinking when it seems obvious that the brain controls the body?", "In How the Body Shapes the Way We Think, Rolf Pfeifer and Josh Bongard demonstrate that thought is not independent of the body but is tightly constrained, and at the same time enabled, by it.", "They argue that...
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train_1143
[ "This paper integrates and extends research on e-commerce in the developing world.", "We use three categories of feedback systems–economic, sociopolitical and cognitive—to offer a simple model of e-commerce barriers in the developing world.", "We also examine characteristics of e-business models that can be suc...
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train_1144
[ "This paper proposes a novel nature-inspired meta-heuristic optimization algorithm, called Whale Optimization Algorithm (WOA), which mimics the social behavior of humpback whales.", "The algorithm is inspired by the bubble-net hunting strategy.", "WOA is tested with 29 mathematical optimization problems and 6 s...
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train_1145
[ "A new coded modulation scheme is proposed.", "At the transmitter, the concatenation of a distribution matcher and a systematic binary encoder performs probabilistic signal shaping and channel coding.", "At the receiver, the output of a bitwise demapper is fed to a binary decoder.", "No iterative demapping is...
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train_1146
[ "Since the effective and efficient system of water quality monitoring (WQM) are critical implementation for the issue of polluted water globally, with increasing in the development of Wireless Sensor Network (WSN) technology in the Internet of Things (IoT) environment, real time water quality monitoring is remotely...
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train_1147
[ "The usual recursive summation technique is just one of several ways of computing the sum of n floating point numbers.", "Five summation methods and their variations are analyzed here.", "The accuracy of the methods is compared using rounding error analysis and numerical experiments.", "Four of the methods ar...
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train_1148
[ "Recently, convolutional neural networks (CNNs) have been shown to outperform the standard fully connected deep neural networks within the hybrid deep neural network / hidden Markov model (DNN/HMM) framework on the phone recognition task.", "In this paper, we extend the earlier basic form of the CNN and explore i...
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train_1149
[ "We propose a normative model of transactional negotiation in which cooperative and competitive behaviors wax and wane across four stages: relational positioning, identifying the problem, generating solutions, and reaching agreement.", "Based on a classic proposition of communicative flexibility in high-context c...
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train_1150
[ "In the last years, the spread of computers and the Internet caused a significant amount of documents to be available in digital format.", "Collecting them in digital repositories raised problems that go beyond simple acquisition issues, and cause the need to organize and classify them in order to improve the eff...
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train_1151
[ "Purpose –", "This article seeks to provide a conceptual model that explains the complexity of an enterprise resource planning (ERP) system to general and project managers in a non-technical manner that is easily understood.", "Design/methodology/approach – The 4Ps business model serves as a starting-point to d...
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train_1152
[ "While commoditization is creating opportunities for customers of information technology services, it is creating new challenges for the service providers.", "Pricing strategies are one of the most important challenges and decisions for today's IT service providers.", "Pricing strategies for IT services have tr...
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train_1153
[ "We consider the problem of finding the best arm in a stochastic multi-armed bandit game.", "The regret of a forecaster is here defined by the gap between the mean reward of the optimal arm and the mean reward of the ultimately chosen arm.", "We propose a highly exploring UCB policy and a new algorithm based on...
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train_1154
[ "Natural language sentence matching is a fundamental technology for a variety of tasks.", "Previous approaches either match sentences from a single direction or only apply single granular (wordby-word or sentence-by-sentence) matching.", "In this work, we propose a bilateral multi-perspective matching (BiMPM) m...
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train_1155
[ "Learning Convolutional Neural Networks (CNN) is commonly carried out by plain supervised gradient descent.", "With sufficient training data, this leads to very competitive results for visual recognition tasks when starting from a random initialization.", "When the amount of labeled data is limited, CNNs reveal...
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train_1156
[ "Novel data-driven and demand-driven computer architectures are under development in a large number of laboratories in the United States, Japan, and Europe.", "These computers are not based on the tradlUonal von Neumann organization; instead, they are attempts to identify the next generation of computer.", "Bas...
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train_1157
[ "Metric learning algorithms produce distance metrics that capture the important relationships among data.", "In this work we study the connection between metric learning and collaborative filtering.", "We propose Collaborative Metric Learning (CML) which learns a joint metric space to encode not only users’ pre...
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train_1158
[ "Facebook, as one of the most popular social networking sites among college students, provides a platform for people to manage others' impressions of them.", "People tend to present themselves in a favorable way on their Facebook profile.", "This research examines the impact of using Facebook on people's percep...
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train_1159
[ "This article presents a model for describing the architecture of software-intensive systems, based on the use of multiple, concurrent views.", "This use of multiple views allows to address separately the concerns of the various ‘stakeholders’ of the architecture: end-user, developers, systems engineers, project ...
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train_1160
[ "We use Reinforcement Learning (RL) to learn question-answering dialogue policies for a real-world application.", "We analyze a corpus of interactions of museum visitors with two virtual characters that serve as guides at the Museum of Science in Boston, in order to build a realistic model of user behavior when i...
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train_1161
[ "Audio event recognition, the human-like ability to identify and relate sounds from audio, is a nascent problem in machine perception.", "Comparable problems such as object detection in images have reaped enormous benefits from comprehensive datasets - principally ImageNet.", "This paper describes the creation ...
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train_1162
[ "This paper proposes an efficient active noise cancelling (ANC) circuit design for the in-ear headphones.", "We develop a hardware oriented Least Mean Square (LMS) adaptive algorithm, and design a modified high-performance feed-forward ANC architecture which only uses one microphone to effectively cancel broadban...
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train_1163
[ "While Instagram, the rising photo-sharing social networking service, has received increasing attention from scholars and practitioners, little is known about the social and psychological factors that lead consumers to become fanatics of this app.", "To provide a baseline understanding of Instagram users, the cur...
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train_1164
[ "In order to characterize the transient dynamics of steam turbines subsections, in this paper, nonlinear mathematical models are first developed based on the energy balance, thermodynamic principles and semi-empirical equations.", "Then, the related parameters of developed models are either determined by empirica...
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train_1165
[ "The Internet has favored the growth of collaborative platforms where marketers and consumers interact to develop more engaging products and services.", "These platforms are usually centered in a specific brand/product and their members are linked by a shared admiration to that brand.", "This paper analyzes one...
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train_1166
[ "We present DeepWalk, a novel approach for learning latent representations of vertices in a network.", "These latent representations encode social relations in a continuous vector space, which is easily exploited by statistical models.", "DeepWalk generalizes recent advancements in language modeling and unsuper...
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train_1167
[ "Sketch-based modeling strives to bring the ease and immediacy of drawing to the 3D world.", "However, while drawings are easy for humans to create, they are very challenging for computers to interpret due to their sparsity and ambiguity.", "We propose a data-driven approach that tackles this challenge by learn...
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train_1168
[ "The use of Social Network Sites (SNS) is increasing nowadays especially by the younger generations.", "The availability of SNS allows users to express their interests, feelings and share daily routine.", "Many researchers prove that using user-generated content (UGC) in a correct way may help determine people'...
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train_1169
[ "Understanding the behavior of source code written in an unfamiliar programming language is difficult.", "One way to aid understanding of difficult code is to add corresponding pseudo-code, which describes in detail the workings of the code in a natural language such as English.", "In spite of its usefulness, m...
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train_1170
[ "We have designed and presented a wireless sensor network monitoring and control system for aquaculture.", "The system can detect and control water quality parameters of temperature, dissolved oxygen content, pH value, and water level in real-time.", "The sensor nodes collect the water quality parameters and tr...
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train_1171
[ "While the importance of customer loyalty has been recognized in marketing literature for at least three decades, the development and empirical validation of a customer loyalty model in a mobile commerce (m-commerce) context had not been addressed.", "The purpose of our study was to develop and validate such a cu...
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train_1172
[ "This paper introduces an Intelligent agent for the vacuum cleaner named as VROBO.", "Objectives of this work are to prepare a pedagogical device for Artificial Intelligence students and to practically implement the Artificial Intelligent Technology in real world problems to enhance the physical capabilities of h...
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train_1173
[ "While direct social ties have been intensely studied in the context of computer-mediated social networks, indirect ties (e.g., friends of friends) have seen little attention.", "Yet in real life, we often rely on friends of our friends for recommendations (of good doctors, good schools, or good babysitters), for...
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train_1174
[ "RAID triple parity (RTP) is a new algorithm for protecting against three-disk failures.", "It is an extension of the double failure correction Row-Diagonal Parity code.", "For any number of data disks, RTP uses only three parity disks.", "This is optimal with respect to the amount of redundant information re...
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train_1175
[ "We introduce a new approach for exploration based on the concept of frontiers, regions on the boundary between open space and unexplored space.", "By moving to new frontiers, a mobile robot can extend its map into new territory until the entire environment has been explored.", "We describe a method for detecti...
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train_1176
[ "Service innovations, enabled by the confluence of big data, mobile solutions, cloud, social, and cognitive computing, and the Internet of Things, have gained a lot of attention among many enterprises in the past few years because they represent promising ways for companies to effectively and rapidly deliver new se...
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train_1177
[ "Controllable generation of emphasis in speech is desirable for expressive TTS systems utilized in various dialog applications.", "Usually such models remain voice-specific and the strength of emphasis can't be readily controlled.", "In this work we present a flexible emphatic prosody generation model based on ...
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train_1178
[ "A large set of email messages, the Enron corpus, was made public during the legal investigation concerning the Enron corporation.", "This dataset, along with a thorough explanation of its origin, is available at http://www-2.cs.cmu.edu/~enron/. This paper provides a brief introduction and analysis of the dataset...
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train_1179
[ "Ontology alignment is the task of identifying semantically equivalent entities from two given ontologies.", "Different ontologies have different representations of the same entity, resulting in a need to de-duplicate entities when merging ontologies.", "We propose a method for enriching entities in an ontology...
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train_1180
[ "Most object detectors contain two important components: a feature extractor and an object classifier.", "The feature extractor has rapidly evolved with significant research efforts leading to better deep convolutional architectures.", "The object classifier, however, has not received much attention and many re...
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train_1181
[ "Semantic matching is of central importance to many natural language tasks [2, 28].", "A successful matching algorithm needs to adequately model the internal structures of language objects and the interaction between them.", "As a step toward this goal, we propose convolutional neural network models for matchin...
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train_1182
[ "Lazy learning algorithms, exemplified by nearestneighbor algorithms, do not induce a concise hypothesis from a given training set; the inductive process is delayed until a test instance is given.", "Algorithms for constructing decision trees, such as C4.5, ID3, and CART create a single “best” decision tree durin...
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train_1183
[ "One of the main building blocks and major challenges for 5G cellular systems is the design of flexible network architectures which can be realized by the software defined networking paradigm.", "Existing commercial cellular systems rely on closed and inflexible hardware-based architectures both at the radio fron...
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train_1184
[ "The mining process in blockchain requires solving a proof-of-work puzzle, which is resource expensive to implement in mobile devices due to the high computing power and energy needed.", "In this paper, we, for the first time, consider edge computing as an enabler for mobile blockchain.", "In particular, we stu...
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train_1185
[ "We present an algorithm for simultaneous face detection, landmarks localization, pose estimation and gender recognition using deep convolutional neural networks (CNN).", "The proposed method called, HyperFace, fuses the intermediate layers of a deep CNN using a separate CNN followed by a multi-task learning algo...
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train_1186
[ "This paper describes the five development stages of the rope human parasite.", "Rope parasites have been discovered as a result of cleansing enemas.", "Parasite adult stages live in human gastrointestinal tract and are anaerobic.", "They move inside the body by releasing gas bubbles utilizing jet propulsion....
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train_1187
[ "We give an overview of the scripting languages used in existing cryptocurrencies, and in particular we review in some detail the scripting languages of Bitcoin, Nxt and Ethereum, in the context of a high-level overview of Distributed Ledger Technology and cryptocurrencies.", "We survey different approaches, and ...
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train_1188
[ "Digital divide research has benefitted from theories that account for unevenness between individuals, households, and geographic units in access to, and uses of information and communications technologies (ICTs).", "The objective of this paper is to explain and examine important digital divide theories, compare ...
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train_1189
[ "Facial sketches are widely used by law enforcement agencies to assist in the identification and apprehension of suspects involved in criminal activities.", "Sketches used in forensic investigations are either drawn by forensic artists (forensic sketches) or created with computer software (composite sketches) fol...
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train_1190
[ "The segmentation of cursive and mixed scripts persists to be a difficult problem in the area of handwriting recognition.", "This research details advances for segmenting characters in off-line cursive script.", "Specifically, a heuristic algorithm and a neural network-based technique, which uses a structural f...
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train_1191
[ "Obtaining models that capture imaging markers relevant for disease progression and treatment monitoring is challenging.", "Models are typically based on large amounts of data with annotated examples of known markers aiming at automating detection.", "High annotation effort and the limitation to a vocabulary of...
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train_1192
[ "This paper motivates a comprehensive academic study of metadata and the roles that metadata plays in organizational information systems.", "While the benefits of metadata and challenges in implementing metadata solutions are widely addressed in practitioner publications, explicit discussion of metadata in academ...
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train_1193
[ "Received: 31 August 2009 Revised: 25 September 2011 Accepted: 16 October 2011 Abstract This paper offers guidance to conducting a rigorous literature review.", "We present this in the form of a five-stage process in which we use Grounded Theory as a method.", "We first probe the guidelines explicated by Webste...
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train_1194
[ "State-of-the-art sequence labeling systems traditionally require large amounts of taskspecific knowledge in the form of handcrafted features and data pre-processing.", "In this paper, we introduce a novel neutral network architecture that benefits from both wordand character-level representations automatically, ...
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train_1195
[ "We propose Meta-Prod2vec, a novel method to compute item similarities for recommendation that leverages existing item metadata.", "Such scenarios are frequently encountered in applications such as content recommendation, ad targeting and web search.", "Our method leverages past user interactions with items and...
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train_1196
[ "This paper has always been one of my favorite “children,” combining as it does elements of the duality of linear programming and combinatorial tools from graph theory.", "It may be of some interest to tell the story of its origin.", "I spent the summer of 1953 at the Institute for Numerical Analysis which was ...
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train_1197
[ "In this paper, we propose an approximate multiplier that is high speed yet energy efficient.", "The approach is to round the operands to the nearest exponent of two.", "This way the computational intensive part of the multiplication is omitted improving speed and energy consumption at the price of a small erro...
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train_1198
[ "STORM, presented in this paper, is a UML-based software engineering tool designed for the purpose of automating as much of the requirements specification phase as possible.", "The main idea of the STORM approach is to combine adequate requirements writing with robust use case modelling in order to expedite the p...
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train_1199
[ "We propose to train trading systems by optimizing financial objective functions via reinforcement learning.", "The performance functions that we consider are profit or wealth, the Sharpe ratio and our recently proposed differential Sharpe ratio for online learning.", "In Moody & Wu (1997), we presented empiric...
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