node_id int64 0 76.9k | label int64 0 39 | text stringlengths 13 124k | neighbors listlengths 0 3.32k | mask stringclasses 4
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|---|---|---|---|---|
46,178 | 22 | Title: Reference Capabilities for Flexible Memory Management: Extended Version
Abstract: Verona is a concurrent object-oriented programming language that organises all the objects in a program into a forest of isolated regions. Memory is managed locally for each region, so programmers can control a program's memory use... | [] | Train |
46,179 | 18 | Title: Ternary Instantaneous Noise-based Logic
Abstract: One of the possible representations of three-valued instantaneous noise-based logic is proposed. The third value is an uncertain bit value, which can be useful in artificial intelligence applications. There is a forth value, too, that can represent a non-existing... | [
33994
] | Test |
46,180 | 25 | Title: On the Audio-visual Synchronization for Lip-to-Speech Synthesis
Abstract: Most lip-to-speech (LTS) synthesis models are trained and evaluated under the assumption that the audio-video pairs in the dataset are perfectly synchronized. In this work, we show that the commonly used audio-visual datasets, such as GRID... | [] | Train |
46,181 | 16 | Title: Video Frame Interpolation with Densely Queried Bilateral Correlation
Abstract: Video Frame Interpolation (VFI) aims to synthesize non-existent intermediate frames between existent frames. Flow-based VFI algorithms estimate intermediate motion fields to warp the existent frames. Real-world motions' complexity and... | [] | Validation |
46,182 | 16 | Title: Gated Self-supervised Learning For Improving Supervised Learning
Abstract: In past research on self-supervised learning for image classification, the use of rotation as an augmentation has been common. However, relying solely on rotation as a self-supervised transformation can limit the ability of the model to le... | [] | Validation |
46,183 | 5 | Title: Adaptive Collective Responses to Local Stimuli in Anonymous Dynamic Networks
Abstract: We develop a framework for self-induced phase changes in programmable matter in which a collection of agents with limited computational and communication capabilities can collectively perform appropriate global tasks in respon... | [] | Validation |
46,184 | 24 | Title: Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory Analysis
Abstract: Real-time monitoring of human behaviours, especially in e-Health applications, has been an active area of research in the past decades. On top of IoT-based sensing environments, anomaly detection algorithms hav... | [] | Train |
46,185 | 27 | Title: Adaptive Gravity Compensation Control of a Cable-Driven Upper-Arm Soft Exosuit
Abstract: This paper proposes an adaptive gravity compensation (AGC) control strategy for a cable-driven upper-limb exosuit intended to assist the wearer with lifting tasks. Unlike most model-based control techniques used for this hum... | [] | Train |
46,186 | 16 | Title: Computation-efficient Deep Learning for Computer Vision: A Survey
Abstract: Over the past decade, deep learning models have exhibited considerable advancements, reaching or even exceeding human-level performance in a range of visual perception tasks. This remarkable progress has sparked interest in applying deep... | [
33984,
35821,
12398
] | Train |
46,187 | 24 | Title: Evolving Semantic Prototype Improves Generative Zero-Shot Learning
Abstract: In zero-shot learning (ZSL), generative methods synthesize class-related sample features based on predefined semantic prototypes. They advance the ZSL performance by synthesizing unseen class sample features for better training the clas... | [
915
] | Train |
46,188 | 24 | Title: MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features
Abstract: Timely, accurate, and reliable information is essential for decision-makers, emergency managers, and infrastructure operators during flood events. This study demonstrates a proposed mach... | [] | Validation |
46,189 | 34 | Title: Detection of Common Subtrees with Identical Label Distribution
Abstract: Frequent pattern mining is a relevant method to analyse structured data, like sequences, trees or graphs. It consists in identifying characteristic substructures of a dataset. This paper deals with a new type of patterns for tree data: comm... | [] | Validation |
46,190 | 24 | Title: How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning
Abstract: Do we need active learning? The rise of strong deep semi-supervised methods raises doubt about the usability of active learning in limited labeled data settings. This is caused by results showing that combining... | [
14521
] | Train |
46,191 | 4 | Title: A Zero-Knowledge Revocable Credential Verification Protocol Using Attribute-Based Encryption
Abstract: We introduce a zero-knowledge credential verification protocol leveraging on Ciphertext Policy Attribute-Based Encryption. The protocol supports revocation through cryptographic accumulators. | [] | Train |
46,192 | 27 | Title: Graceful User Following for Mobile Balance Assistive Robot in Daily Activities Assistance
Abstract: Numerous diseases and aging can cause degeneration of people's balance ability resulting in limited mobility and even high risks of fall. Robotic technologies can provide more intensive rehabilitation exercises or... | [] | Test |
46,193 | 16 | Title: High Fidelity Image Synthesis With Deep VAEs In Latent Space
Abstract: We present fast, realistic image generation on high-resolution, multimodal datasets using hierarchical variational autoencoders (VAEs) trained on a deterministic autoencoder's latent space. In this two-stage setup, the autoencoder compresses ... | [] | Train |
46,194 | 24 | Title: Learning from Aggregated Data: Curated Bags versus Random Bags
Abstract: Protecting user privacy is a major concern for many machine learning systems that are deployed at scale and collect from a diverse set of population. One way to address this concern is by collecting and releasing data labels in an aggregate... | [] | Validation |
46,195 | 16 | Title: Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays
Abstract: The extraction of structured clinical information from free-text radiology reports in the form of radiology graphs has been demonstrated to be a valuable approach for evaluating the clinical correct... | [] | Train |
46,196 | 16 | Title: Inventing painting styles through natural inspiration
Abstract: We propose two procedures to create painting styles using models trained only on natural images, providing objective proof that the model is not plagiarizing human art styles. In the first procedure we use the inductive bias from the artistic medium... | [
45104,
27059,
41084
] | Validation |
46,197 | 16 | Title: Scaling Vision-Language Models with Sparse Mixture of Experts
Abstract: The field of natural language processing (NLP) has made significant strides in recent years, particularly in the development of large-scale vision-language models (VLMs). These models aim to bridge the gap between text and visual information... | [
10624,
19652,
21125,
36786,
23575,
25048,
41146
] | Train |
0 | 0 | Argument in Multi-Agent Systems Multi-agent systems research is concerned both with the modelling of human and animal societies and with the development of principles for the design of practical distributed information management systems. This position paper will, rather than examine the various dierences in perspectiv... | [
1260
] | Train |
1 | 1 | Decomposition in Data Mining: An Industrial Case Study Data mining offers tools for discovery of relationships, patterns, and knowledge in large databases. The knowledge extraction process is computationally complex and therefore a subset of all data is normally considered for mining. In this paper, numerous methods fo... | [
831,
998
] | Test |
2 | 2 | Exploration versus Exploitation in Topic Driven Crawlers Topic driven crawlers are increasingly seen as a way to address the scalability limitations of universal search engines, by distributing the crawling process across users, queries, or even client computers. The context available to a topic driven crawler allows f... | [
116,
608,
1021,
1512,
1547,
1838,
2372,
2459,
2503,
3170
] | Train |
3 | 3 | Software Engineering and Middleware: A Roadmap The construction of a large class of distributed systems can be simplified by leveraging middleware, which is layered between network operating systems and application components. Middleware resolves heterogeneity, and facilitates communication and coordination of distribu... | [
384
] | Train |
4 | 0 | Dynamic-Agents for Dynamic Service Provisioning We claim that a dynamic-agent infrastructure can provide a shift from static distributed computing to dynamic distributed computing, and we have developed such an infrastructure to realize such a shift. We shall show its impact on software engineering through a comparison... | [
385
] | Validation |
5 | 0 | A Hybrid Mobile Robot Architecture with Integrated Planning and Control Research in the planning and control of mobile robots has received much attention in the past two decades. Two basic approaches have emerged from these research efforts: deliberative vs. reactive. These two approaches can be distinguished by their ... | [
2999
] | Test |
6 | 3 | Optimal External Memory Interval Management In this paper we present the external interval tree, an optimal external memory data structure for answering stabbing queries on a set of dynamically maintained intervals. The external interval tree can be used in an optimal solution to the dynamic interval management proble... | [
228,
2488
] | Validation |
7 | 2 | Using PageRank to Characterize Web Structure Recent work on modeling the Web graph has dwelt on capturing the degree distributions observed on the Web. Pointing out that this represents a heavy reliance on "local" properties of the Web graph, we study the distribution of PageRank values (used in the Google search e... | [
2984
] | Test |
8 | 3 | XM2VTSDB: The Extended M2VTS Database In this paper we describe the acquisition and content of a large multi-modal database intended for training and testing of multi-modal verification systems. The XM2VTSDB database offers synchronised video and speech data as well as image sequences allowing multiple views of the fac... | [
2612
] | Validation |
9 | 0 | Design And Implementation Of The J-Seal2 Mobile Agent Kernel J-SEAL2 is a secure, portable, and efficient execution environment for mobile agents. The core of the system is a micro-kernel fulfilling the same functions as a traditional operating system kernel: protection, communication, domain termination, and resource ... | [
560,
2337
] | Test |
10 | 3 | A Foundation for Conventional and Temporal Query Optimization Addressing Duplicates and Ordering AbstractÐMost real-world databases contain substantial amounts of time-referenced, or temporal, data. Recent advances in temporal query languages show that such database applications may benefit substantially from built-in ... | [
460,
607,
1655,
2368
] | Train |
11 | 1 | Use of Satellite Image Referencing Algorithms to Characterize Asphaltic Concrete Mixtures A natural way to test the structural integrity of a pavement is to send signals with different frequencies through the pavement and compare the results with the signals passing through an ideal pavement. For this comparison, we mu... | [
3067
] | Test |
12 | 4 | RoboCup Rescue: Search and Rescue in Large-Scale Disasters as a Domain for Autonomous Agents Research Disaster rescue is one of the most serious social issue which involves very large numbers of hetergenious agents in the hostile environment. RoboCup-Rescue intends to promote research and development in this socially s... | [
770
] | Train |
13 | 4 | Virtual Information Towers - A Metaphor for Intuitive, Location-Aware Information Access in a Mobile Environment This paper introduces Virtual Information Towers (VITs) as a concept for presenting and accessing location-aware information with mobile clients. A VIT is a means of structuring location-aware information, w... | [
554
] | Train |
14 | 1 | Off-line Learning of Coordination in Functionally Structured Agents for Distributed Data Processing When we design multi-agent systems for realistic, worth-oriented environments, coordination problems they present involve intricate and sophisticated interplay between the domain and the various system components. Achiev... | [
1107
] | Train |
15 | 3 | A Case for Parallelism in Data Warehousing and OLAP In recent years the database community has experienced a tremendous increase in the availability of new technologies to support efficient storage and retrieval of large volumes of data, namely data warehousing and On-Line Analytical Processing (OLAP) products. Effici... | [
539,
853,
2691
] | Validation |
16 | 2 | Error-Driven Pruning of Treebank Grammars for Base Noun Phrase Identification Finding simple, non-recursive, base noun phrases is an important subtask for many natural language processing applications. While previous empirical methods for base NP identification have been rather complex, this paper instead proposes a ve... | [
263,
2446,
2676
] | Test |
17 | 2 | A State-of-the-art Review on Multimodal Video Indexing Efficient and effective handling of video documents depends on the availability of indexes. Manual indexing is unfeasible for large video collections. Effective indexing requires a multimodal approach in which either the most appropriate modality is selected or the... | [
1247,
1375,
1535,
1666
] | Train |
18 | 3 | Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs As a confluence of data mining and WWW technologies, it is now possible to perform data mining on web log records collected from the Internet web page access history. The behaviour of the web page readers is imprinted in ... | [
1004,
2760,
3138
] | Train |
19 | 3 | Managing the Operator Ordering Problem in Parallel Databases This paper focuses on parallel query optimization. We consider the operator problem and introduce a new class of execution strategies called Linear-Oriented Bushy Trees (LBT). Compared to the related approach of the General Bushy Trees (GBT) a significant com... | [
1879
] | Train |
20 | 2 | SpeechBot: a Speech Recognition based Audio Indexing System for the Web We have developed an audio search engine incorporating speech recognition technology. This allows indexing of spoken documents from the World Wide Web when no transcription is available. This site indexes several talk and news radio shows covering ... | [
1524,
1815,
1895,
2907
] | Test |
21 | 4 | Context Awareness by Analysing Accelerometer Data In this paper we describe continuing work being carried out as part of the Bristol Wearable Computing Initiative. We are researching processing techniques for data from accelerometers which enable the wearable computer to determine the user's activity. We have experime... | [
283,
2617,
2996
] | Validation |
22 | 1 | Actor-Critic Algorithms We propose and analyze a class of actor-critic algorithms for simulation-based optimization of a Markov decision process over a parameterized family of randomized stationary policies. These are two-time-scale algorithms in which the critic uses TD learning with a linear approximation archite... | [
215,
1133,
1880
] | Validation |
23 | 4 | Interfaces and Tools for the Library of Congress National Digital Library Program This paper describes a collaborative effort to explore user needs in a digital library, develop interface prototypes for a digital library, and suggest and prototype tools for digital librarians and users at the Library of Congress (LC). ... | [
1627,
2031
] | Train |
24 | 3 | Computing and Comparing Semantics of Programs in Four-valued Logics The different semantics that can be assigned to a logic program correspond to different assumptions made concerning the atoms whose logical values cannot be inferred from the rules. Thus, the well founded semantics corresponds to the assumption that ev... | [
2414
] | Train |
25 | 1 | An Object-Oriented Case-Based Learning System This thesis first gives an overview of the subfield of classification in the area of machine learning. The numerous variants of Case-Based Learning algorithms are compared according to what kind of data is processed, how knowledge and hypotheses are represented, and what ki... | [
1844
] | Train |
26 | 4 | A Pattern Approach to Interaction Design To create successful interactive systems, user interface designers need to cooperate with developers and application domain experts in an interdisciplinary team. These groups, however, usually miss a common terminology to exchange ideas, opinions, and values. This paper presents... | [
517
] | Train |
27 | 0 | Communication Primitives for Ubiquitous Systems or RPC Considered Harmful RPC is widely used to access and modify remote state. Its procedural call semantics are argued as an efficient unifying paradigm for both local and remote access. Our experience with ubiquitous device control systems has shown otherwise. RPC sema... | [
2657
] | Test |
28 | 0 | Multi-User and Security Support for Multi-Agent Systems This paper discusses the requirements an agent system needs to be secure. In particular, the paper introduces a classification of modern distributed systems, and examines the delegation concept from a security point of view. After discussing the peculiar security ... | [
2364
] | Train |
29 | 3 | Benchmarking XML Management Systems: The XOO7 Way The effectiveness of existing XML query languages has been studied by many who focused on the comparison of linguistic features, implicitly reflecting the fact that most XML tools exist only on paper. In this paper, with a focus on efficiency and concreteness, we prop... | [
379,
781,
1318,
2910,
2962
] | Test |
30 | 3 | dQUOB: Managing Large Data Flows Using Dynamic Embedded Queries The dQUOB system satisfies client need for specific information from high-volume data streams. The data streams we speak of are the flow of data existing during large-scale visualizations, video streaming to large numbers of distributed users, and high vol... | [
83,
668
] | Train |
31 | 4 | A Multi-version Approach to Conflict Resolution in Distributed Groupware Systems Groupware systems are a special class of distributed computing systems which support human-computer-human interaction. Real-time collaborative graphics editors allow a group of users to view and edit the same graphics document at the same ... | [
307
] | Train |
32 | 2 | Development and Evaluation of Clustering Techniques for Finding People Typically in a large organisation much expertise and knowledge is held informally within employees' own memories. When employees leave an organisation many documented links that go through that person are broken and no mechanism is usually ... | [
544
] | Test |
33 | 3 | Use Case Maps as a Feature Description Notation . We propose Use Case Maps (UCMs) as a notation for describing features. UCMs capture functional requirements in terms of causal scenarios bound to underlying abstract components. This particular view proved very useful in the description of a wide range of reactive and t... | [
396
] | Train |
34 | 4 | Computer Response to User Frustration Use of computer technology often has unpleasant side effects, some of which are strong, negative emotional states that arise in humans during interaction with computers. Frustration, confusion, anger, anxiety and similar emotional states can affect not only the interaction itself, ... | [
1778
] | Train |
35 | 2 | Hermes - A Notification Service for Digital Libraries The high publication rate of scholarly material makes searching and browsing an inconvenient way to keep oneself up-todate. Instead of being the active part in information access, researchers want to be notified whenever a new paper in one's research area is publish... | [
868,
1056
] | Train |
36 | 2 | Open video: A framework for a test collection This paper provides a framework for such a test collection and describes the Open Video Project that has begun to develop a test collection based on this framework. The proposed test collection is meant to be used to study a wide range of problems, such as tests of algor... | [
3031
] | Train |
37 | 0 | Implementing Teams of Agents Playing Simulated Robot Soccer . This article is intended to present an overview of the issues related to implementing teams of cooperating agents playing simulated robot soccer. First we introduce the concept of robot soccer and the simulated environment. Then we discuss why the (simula... | [
3173
] | Train |
38 | 1 | Formal Concepts of Learning Systems Validation in Use In the problem area of evaluating complex software systems, there are two distinguished areas of research, development, and application identified by the two buzzwords validation and verification, respectively. From the perspective adopted by the authors (cf. (... | [
2285
] | Train |
39 | 2 | Web Usage Mining - Languages and Algorithms We propose two new XML applications, XGMML and LOGML. XGMML is a graph description language and LOGML is a web-log report description language. We generate a web graph in XGMML format for a web site using the web robot of the WWWPal system (developed for web visualization and... | [
255
] | Train |
40 | 3 | Minimizing View Sets without Losing Query-Answering Power The problem of answering queries using views has been studied extensively, due to its relevance in a wide variety of data-management applications. In these applications, we often need to select a subset of views to maintain, due to limited resources. In this pap... | [
689,
806,
2080
] | Validation |
41 | 4 | Towards Group Communication for Mobile Participants (Extended Abstract) Group communication will undoubtedly be a useful paradigm for many applications of wireless networking in which reliability and timeliness are requirements. Moreover, location awareness is clearly central to mobile applications such as traffic mana... | [
2248,
2529
] | Train |
42 | 2 | Estimating Resemblance of MIDI Documents Abstract. Search engines often employ techniques for determining syntactic similarity of Web pages. Such a tool allows them to avoid returning multiple copies of essentially the same page when a user makes a query. Here we describe our experience extending these techniques to MI... | [
2135
] | Test |
43 | 1 | Distinctive Features Should Be Learned Most existing machine vision systems perform recognition based on a xed set of hand-crafted features, geometric models, or eigen-subspace decomposition. Drawing from psychology, neuroscience and intuition, we show that certain aspects of human performance in visual discriminati... | [
1675
] | Test |
44 | 3 | Interaction between Path and Type Constraints XML [7], which is emerging as an important standard for data exchange on the World-Wide Web, highlights the importance of semistructured data. Although the XML standard itself does not require any schema or type system, a number of proposals [6, 17, 19] have been developed ... | [
1318,
1600
] | Test |
45 | 4 | Aspects of Network Edge Intelligence Is it the case that the migration of intelligence from the core of networks to the periphery is simply a function of the IP protocols? Or are there more fundamental forces at work? This report addresses this issue from the perspective of core network protocols, mobile networking ... | [
638
] | Train |
46 | 1 | Robustness of Case-Initialized Genetic Algorithms We investigate the robustness of Case Initialized Genetic AlgoRithm (CIGAR) systems with respect to problem indexing. When confronted with a series of similar problems CIGAR stores potential solutions in a case-base or an associative memory and retrieves and uses these ... | [
2010
] | Train |
47 | 1 | Learning to Tag for Information Extraction from Text . LearningPINOCCHIO is an algorithm for adaptive information extraction. It learns template filling rules that insert SGML tags into texts. LearningPINOCCHIO is based on a covering algorithm that learns rules by bottom-up generalization of instances in a tagged corpu... | [
710,
1623,
2032,
2068,
3098
] | Train |
48 | 4 | A Natural Interface to a Virtual Environment through Computer Vision-estimated Pointing Gestures . This paper describes the development of a natural interface to a virtual environment. The interface is through a natural pointing gesture and replaces pointing devices which are normally used to interact with virtual en... | [
1017
] | Test |
49 | 0 | Rapid Concurrent Software Engineering in Competitive Situations This article is an experience report on the evolutionary development process of AT Humboldt, a multi agent system which has become World Champion 1997 and Vice World Champion 1998 of RoboCup simulator league. It details why the artifical soccer initiative ... | [
321,
346,
867,
2364
] | Test |
50 | 0 | Economic Markets as a Means of Open Mobile-Agent Systems Mobile-agent systems have gained popularity in use because they ease the application design process by giving software engineers greater flexibility. Although the value of any network is dependent on both the number of users and the number of sites participating ... | [
911,
1905,
2709
] | Test |
51 | 0 | Graphical Models for Recognizing Human Interactions We describe a real-time computer vision and machine learning system for modeling and recognizing human actions and interactions. Two different domains are explored: recognition of two-handed motions in the martial art 'Tai Chi', and multiple-person interactions in a v... | [
690,
919,
2107
] | Train |
52 | 2 | Adaptive Load Sharing for Network Processors A novel scheme for processing packets in a router is presented, which provides for load sharing among multiple network processors distributed within the router. It is complemented by a feedback control mechanism designed to prevent processor overload. Incoming traffic is sch... | [
1493
] | Train |
53 | 1 | Approximate Nearest Neighbor Queries Revisited This paper proposes new methods to answer approximate nearest neighbor queries on a set of n points in d-dimensional Euclidean space. For any fixed constant d, a data structure with O(" (1\Gammad)=2 n log n) preprocessing time and O(" (1\Gammad)=2 log n) query time ac... | [
325,
1756
] | Validation |
54 | 3 | A Geometric Framework for Specifying Spatiotemporal Objects We present a framework for specifying spatiotemporal objects using spatial and temporal objects, and a geometric transformation. We define a number of classes of spatiotemporal objects and study their closure properties. 1 Introduction Many natural or man-ma... | [
72,
125,
228,
292,
331,
2271,
2488
] | Train |
55 | 3 | SI-Designer: a tool for intelligent integration of information SI-Designer (Source Integrator Designer) is a designer support tool for semi � automatic integration of heterogeneous sources schemata (relational, object and semi � structured sources); it has been implemented within the MOMIS project and it carries out in... | [
640,
1062,
1481,
1819
] | Test |
56 | 2 | Information-Theoretic Learning This chapter seeks to extend the ubiquitous mean-square error criterion (MSE) to cost functions that include more information about the training data. Since the learning process ultimately should transfer the information carried in the data samples onto the system's parameters, a natural ... | [
2744
] | Train |
57 | 3 | First-Order Polynomial Based Theorem Proving Introduction The Boolean ring or first-order polynomial based theorem proving began with the work of Hsiang (1982, 1985). Hsiang extended the idea of using Boolean polynomials to represent propositional formulae to the case of first-order predicate calculus. Based on the co... | [] | Train |
58 | 2 | Learning Algorithms for Keyphrase Extraction Many academic journals ask their authors to provide a list of about five to fifteen keywords, to appear on the first page of each article. Since these key words are often phrases of two or more words, we prefer to call them keyphrases. There is a wide variety of tasks for wh... | [
370
] | Train |
59 | 4 | Nomadic Radio: Scaleable and Contextual Notification for Wearable Audio Messaging Mobile workers need seamless access to communication and information services on portable devices. However current solutions overwhelm users with intrusive and ambiguous notifications. In this paper, we describe scaleable auditory techniq... | [
187,
1027
] | Train |
60 | 2 | Object-Based Multimedia Content Description Schemes and Applications for MPEG-7 In this paper, we describe description schemes (DSs) for image, video, multimedia, home media, and archive content proposed to the MPEG-7 standard. MPEG-7 aims to create a multimedia content description standard in order to facilitate vario... | [
1824
] | Test |
61 | 0 | Error-Tolerant Agents . The use of agents in today's Internet world is expanding rapidly. Yet, agent developers | [
740,
1537
] | Train |
62 | 3 | Approximate Query Translation across Heterogeneous Information Sources (Extended Version) In this paper we present a mechanism for approximately translating Boolean query constraints across heterogeneous information sources. Achieving the best translation is challenging because sources support different constraints... | [
282,
2712
] | Validation |
63 | 1 | DirectSVM: A Fast And Simple Support Vector Machine Perceptron . We propose a simple implementation of the Support Vector Machine (SVM) for pattern recognition, that is not based on solving a complex quadratic optimization problem. Instead we propose a simple, iterative algorithm that is based on a few simple heuristi... | [
2389
] | Train |
64 | 1 | Bias, Variance, and Error Correcting Output Codes for Local Learners : This paper focuses on a bias variance decomposition analysis of a local learning algorithm, the nearest neighbor classifier, that has been extended with error correcting output codes. This extended algorithm often considerably reduces the 0-1 (i.e.,... | [
2079
] | Train |
65 | 3 | Schema Evolution in Heterogeneous Database Architectures, A Schema Transformation Approach In previous work we have a developed general framework to support schema transformation and integration in heterogeneous database architectures. The framework consists of a hypergraph-based common data model and a set of primitiv... | [
2035
] | Train |
66 | 4 | Dynamic Connection of Wearable Computers to Companion Devices Using Near-Field Radio Hewlett-Packard Laboratories, Bristol and the University of Bristol Department of Computer Science are engaged in an initiative to explore the design, technology and use of wearable computers. We describe a way of connecting a wearabl... | [
1841,
2996
] | Validation |
67 | 3 | SIC: Satisfiability Checking for Integrity Constraints SIC is an interactive prototype to assist in the design of finitely satisfiable integrity constraints. Thus SIC addresses the constraint satisfiability problem during the schema design phase of a database. SIC combines two systems, a reasoning component and an inte... | [
1430,
2252
] | Validation |
68 | 4 | Conveying Routes: Multimodal Generation and Spatial Intelligence In Embodied Conversational Agents In creating an embodied conversational agent (ECA) capable of conveying routes, it is necessary to understand how to present spatial information in an effective and natural manner. When conveying routes to someone, a pers... | [
991,
2486
] | Train |
69 | 4 | The CyberShoe: A Wireless Multisensor Interface for a Dancer's Feet : As a bridge between our interest in Wearable Computer systems and new performance interfaces for digital music, we have built a highly instrumented pair of sneakers for interactive dance. These shoes each measure 16 different, continuous parameters e... | [
2404
] | Train |
70 | 3 | An Overview of Active Information Gathering in InfoSleuth InfoSleuth is a system of collaborating software agents that can be configured to perform many different information management activities in a distributed environment. InfoSleuth agents advertise semantic constraints about themselves to InfoSleuth brokers using... | [
297,
1552
] | Train |
71 | 3 | Logical Transactions and Serializability The concept of logic databases can serve as a clear and expressive foundation of various information systems. However, the classical logic language only refers to a single database state, although in modern information systems it is necessary to take the dynamics into account. F... | [] | Train |
72 | 3 | Time Responsive Indexing Schemes for Moving Points We develop new indexing schemes for storing a set of points in one or two dimensions, each moving along a linear trajectory, so that a range query at a given future time t q can be answered efficiently. The novel feature of our indexing schemes is that the number of ... | [
54,
228,
341,
1024,
1256,
2488
] | Validation |
73 | 1 | Inference and Learning in Hybrid Bayesian Networks We survey the literature on methods for inference and learning in Bayesian Networks composed of discrete and continuous nodes, in which the continuous nodes have a multivariate Gaussian distribution, whose mean and variance depends on the values of the discrete nodes. ... | [
1709,
1887
] | Test |
74 | 4 | EQUIP: a Software Platform for Distributed Interactive Systems EQUIP is a new software platform designed and engineered to support the development and deployment of distributed interactive systems, such as mixed reality user interfaces that combine distributed input and output devices to create a coordinated experience... | [
1588,
3137
] | Validation |
75 | 5 | Optimising Propositional Modal Satisfiability for Description Logic Subsumption . Effective optimisation techniques can make a dramatic difference in the performance of knowledge representation systems based on expressive description logics. Because of the correspondence between description logics and propositional mod... | [
645
] | Test |
76 | 5 | A Gesture Interface for Human-Robot-Interaction We present a person-independent gesture interface implemented on a real robot which allows the user to give simple commands ,e.g., how to grasp an object and where to put it. The gesture analysis relies on realtime tracking of the user's hand and a re\Thetaned analysis of... | [
1454
] | Train |
77 | 3 | Improving Data Cleaning Quality using a Data Lineage Facility The problem of data cleaning, which consists of removing inconsistencies and errors from original data sets, is well known in the area of decision support systems and data warehouses. However, for some applications, existing ETL (Extraction Transformati... | [
1237
] | Train |
78 | 3 | Maude: Specification and Programming in Rewriting Logic Maude is a high-level language and a high-performance system supporting executable specification and declarative programming in rewriting logic. Since rewriting logic contains equational logic, Maude also supports equational specification and programming in its su... | [
697,
2355
] | Train |
79 | 3 | Virtual Notepad: Handwriting in Immersive VR We present Virtual Notepad, a collection of interface tools that allows the user to take notes, annotate documents and input text using a pen, while still immersed in virtual environments (VEs). Using a spatially-tracked, pressure-sensitive graphics tablet, pen and handwriti... | [
1584,
2014
] | Train |
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