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1-hop neighbor's text information: Parameter Control Using the Agent Based Patchwork Model The setting of parameters in Evolutionary Algorithms (EA) has crucial influence on their performance. Typically, the best choice depends on the optimization task. Some parameters yield better results when they are varied during t... | 0 | Agents | citeseer | 1,029 | test |
1-hop neighbor's text information: Steps towards C+C: a Language for Interactions . We present in this paper our reflections about the requirements of
1-hop neighbor's text information: A Multi-Agent Architecture for Intelligent Tutoring One of the most interesting realm among those ones brought up to success by the d... | 0 | Agents | citeseer | 1,001 | test |
1-hop neighbor's text information: Facial feature detection by Saccadic Exploration of the Gabor Decomposition The Gabor decomposition is a ubiquitous tool in computer vision. Nevertheless, it is generally considered computationally demanding for active vision applications. We suggest an attention-driven approach to fe... | 1 | Machine Learning | citeseer | 785 | test |
1-hop neighbor's text information: Learning Probabilistic Relational Models A large portion of real-world data is stored in commercial relational database systems. In contrast, most statistical learning methods work only with "flat " data representations. Thus, to apply these methods, we are forced to convert... | 5 | Artificial Intelligence | citeseer | 411 | test |
1-hop neighbor's text information: Algorithm for Documents Ranking (DRMR) - Preliminary Results In the framework of a study, which investigated implementation of a model for displaying search results, the possibility of ranking documents that appear in a list of search results was examined. The purpose of this paper is... | 2 | Information Retrieval | citeseer | 1,105 | test |
1-hop neighbor's text information: Combining Labeled and Unlabeled Data for Text Classification With a Large Number of Categories A major concern with supervised learning techniques for text classification is that they often require a large number of labeled examples to learn accurately. One way to reduce the amount ... | 2 | Information Retrieval | citeseer | 612 | test |
1-hop neighbor's text information: Modeling and Executing the Data Warehouse Refreshment Process Data warehouse refreshment is often viewed as a problem of maintaining
1-hop neighbor's text information: Design and Implementation of Bitmap Indices for Scientific Data Bitmap indices are efficient multi-dimensional index ... | 3 | Databases | citeseer | 610 | test |
1-hop neighbor's text information: Multi-Layer Methods and the Optimal Optimizer Multi-Layer Methods are methods that act on several layers simultaneously. Examples of multi-layer methods are found in multi-agent systems (global and per-agent behavior), in learning (e.g. boosting, bias tuning), in self-adaptive methods... | 1 | Machine Learning | citeseer | 1,487 | train |
1-hop neighbor's text information: Reinforcement Learning for a Vision Based Mobile Robot Reinforcement learning systems improve behaviour based on scalar rewards from a critic. In this work vision based behaviours, servoing and wandering, are learned through a Q-learning method which handles continuous states and acti... | 1 | Machine Learning | citeseer | 134 | test |
1-hop neighbor's text information: Multilevel Simulation and Numerical Optimization of Complex Engineering Designs Multilevel representations have been studied extensively by artificial intelligence researchers. We present a general method that utilizes the multilevel paradigm to attack the problem of performing multid... | 1 | Machine Learning | citeseer | 1,886 | test |
1-hop neighbor's text information: Constructive Theory Refinement in Knowledge Based Neural Networks Knowledge based artificial neural networks offer an approach for connectionist theory refinement. We present an algorithm for refining and extending the domain theory incorporated in a knowledge based neural network usi... | 1 | Machine Learning | citeseer | 2,046 | val |
1-hop neighbor's text information: Parameterized Logic Programs where Computing Meets Learning Abstract. In this paper, we describe recent attempts to incorporate learning into logic programs as a step toward adaptive software that can learn from an environment. Although there are a variety of types of learning, we foc... | 1 | Machine Learning | citeseer | 1,264 | test |
1-hop neighbor's text information: 3D Hand Pose Reconstruction Using Specialized Mappings A system for recovering 3D hand pose from monocular color sequences is proposed. The system employs a non-linear supervised learning framework, the specialized mappings architecture (SMA), to map image features to likely 3D hand p... | 2 | Information Retrieval | citeseer | 368 | test |
1-hop neighbor's text information: Algorithm for Optimal Winner Determination in Combinatorial Auctions Combinatorial auctions, i.e. auctions where bidders can bid on com-binations of items, tend to lead to more e cient allocations than tra-ditional auctions in multi-item auctions where the agents ' valuations of the i... | 0 | Agents | citeseer | 1,697 | test |
1-hop neighbor's text information: Three-dimensional PC: toward novel forms of human-computer interaction The ongoing integration of IT systems is offering computer users a wide range of new (networked) services and the access to an explosively growing host of multimedia information. Consequently, apart from the curren... | 4 | Human-Computer Interaction | citeseer | 1,454 | train |
1-hop neighbor's text information: Text Classification from Labeled and Unlabeled Documents using EM This paper shows that the accuracy of learned text classifiers can be improved by augmenting a small number of labeled training documents with a large pool of unlabeled documents. This is important because in many text... | 2 | Information Retrieval | citeseer | 1,159 | test |
1-hop neighbor's text information: Data-Driven Generation of Decision Trees for Motif-Based Assignment of Protein Sequences to Functional Families This paper describes an approach to data-driven discovery of sequence motif-based models in the form of decision trees for assigning
1-hop neighbor's text information: Intel... | 3 | Databases | citeseer | 1,808 | test |
1-hop neighbor's text information: Learning to Predict Rare Events in Event Sequences Learning to predict rare events from sequences of events with categorical features is an important, real-world, problem that existing statistical and machine learning methods are not well suited to solve. This paper describes timeweav... | 1 | Machine Learning | citeseer | 2,233 | test |
1-hop neighbor's text information: WebSail: From On-line Learning to Web Search In this paper we investigate the applicability of on-line learning algorithms to the real-world problem of web search. Consider that web documents are indexed using n Boolean features. We first present a practically efficient on-line learni... | 2 | Information Retrieval | citeseer | 471 | test |
1-hop neighbor's text information: Hitch hiker's Guide to ESQIMO - Computational model for analogy solving in IQ-tests ESQIMO is a computational model for analogy solving based on a topological formalism of representation. The source and the target analogs are represented as simplexes and the analogy solving is modele... | 5 | Artificial Intelligence | citeseer | 756 | test |
1-hop neighbor's text information: LIME: Linda Meets Mobility Lime is a system designed to assist in the rapid development of dependable mobile applications over both wired and ad hoc networks. Mobile agents reside on mobile hosts and all communication takes place via transiently shared tuple spaces distributed across ... | 0 | Agents | citeseer | 2,626 | test |
1-hop neighbor's text information: Digital City Kyoto: Towards A Social Information Infrastructure . This paper proposes the concept of digital cities as a social information infrastructure for urban life (including shopping, business, transportation, education, welfare and so on). We propose the three layer archite... | 2 | Information Retrieval | citeseer | 2,685 | test |
1-hop neighbor's text information: A Unified View of Plans as Recipes Plans as recipes or abstract structures, as well as plans as mental attitudes that guide an agent in its planning process has been enthusiastically embraced by both philosophers and AI practitioners. They play a central role in a class of rational ag... | 0 | Agents | citeseer | 485 | val |
1-hop neighbor's text information: An Agent-Based Approach to the Construction of Floristic Digital Libraries This paper describes an agent-assisted approach to the construction of floristic digital libraries, which consist of very large botanical data repositories and related services. We propose an environment, terme... | 2 | Information Retrieval | citeseer | 387 | test |
1-hop neighbor's text information: Gathering User Interface Design Requirements for Social Computing Design for cooperation is a challenge. As designers we note that as we are moving towards the final years of this century, several areas have achieved significant breakthroughs. Among them, it is easy to perceive that a... | 4 | Human-Computer Interaction | citeseer | 1,742 | test |
1-hop neighbor's text information: Multiagent Systems Engineering: A Methodology And Language for Designing Agent Systems This paper overviews MaSE and provides a high-level introduction to one critical component used within MaSE, the Agent Modeling Language. Details on the Agent Definition Language and detailed agent ... | 3 | Databases | citeseer | 139 | test |
1-hop neighbor's text information: A Tutorial Dialogue System with Knowledge-Based Understanding and Classification of Student Explanations We are engaged in a research project to create a tutorial dialogue system that helps students to explain the reasons behind their problem-solving actions, in order to help them ... | 4 | Human-Computer Interaction | citeseer | 790 | test |
1-hop neighbor's text information: Heterogeneous Database Integration Using Agent-Oriented Information Systems : The Department of Defense (DOD) has an extensive family of models used to simulate the mission level interaction of weapon systems. Interoperability and reuse of the underlying data files used to create simu... | 0 | Agents | citeseer | 2,922 | val |
1-hop neighbor's text information: A Wearable Spatial Conferencing Space Wearable computers provide constant access to computing and communications resources. In this paper we describe how the computing power of wearables can be used to provide spatialized 3D graphics and audio cues to aid communication. The result is ... | 4 | Human-Computer Interaction | citeseer | 1,261 | test |
1-hop neighbor's text information: The Chromatic Structure of Natural Scenes We applied Independent Component Analysis (ICA) to hyperspectral images in order to learn an ecient representation of color in natural scenes. In the spectra of single pixels, the algorithm found basis functions that had broadband spectra, a... | 1 | Machine Learning | citeseer | 2,881 | test |
1-hop neighbor's text information: Automated Knowledge and Information Fusion from multiple text-based sources using Formal Concept Analysis This report explores the space of this problem and develops some steps towards its solutions. Our experience with knowledge representation languages and dynamic hyperlinking of HT... | 5 | Artificial Intelligence | citeseer | 805 | test |
1-hop neighbor's text information: Learning Complex Patterns for Document Categorization Knowledge-based approaches to document categorization make use of well elaborated and powerful pattern languages for manual writing of classification rules. Although such classification patterns have proven useful in many practical... | 2 | Information Retrieval | citeseer | 1,572 | test |
1-hop neighbor's text information: BUILD-IT: A Planning Tool for Construction and Design It is time to go beyond the established approaches in humancomputer interaction. With the Augmented Reality (AR) design strategy humans are able to behave as much as possible in a natural way: behavior of humans in the real world w... | 4 | Human-Computer Interaction | citeseer | 511 | test |
1-hop neighbor's text information: Integrating Sounds and Motions in Virtual Environments Sounds are often the result of motions of virtual objects in a virtual environment. Therefore, sounds and the motions that caused them should be treated in an integrated way. When sounds and motions do not have the proper correspo... | 4 | Human-Computer Interaction | citeseer | 324 | val |
1-hop neighbor's text information: Unsupervised Learning from Dyadic Data Dyadic data refers to a domain with two finite sets of objects in which observations are made for dyads, i.e., pairs with one element from either set. This includes event co-occurrences, histogram data, and single stimulus preference data as spec... | 1 | Machine Learning | citeseer | 1,345 | test |
1-hop neighbor's text information: A multi-agent system for advising and monitoring students navigating instructional Web sites A growing community of teachers, at all levels of the educational system, provides course material in the form of hypertext/multimedia documents. In most cases this is done by creating a cours... | 0 | Agents | citeseer | 1,022 | test |
1-hop neighbor's text information: Algorithmics and Applications of Tree and Graph Searching Modern search engines answer keyword-based queries extremely efficiently. The impressive speed is due to clever inverted index structures, caching, a domain-independent knowledge of strings, and thousands of machines. Several r... | 3 | Databases | citeseer | 218 | val |
1-hop neighbor's text information: Minimal Distance Neural Methods A general framework for minimal distance methods is presented. Radial Basis Functions (RBFs) and Multilayer Perceptrons (MLPs) neural networks are included in this framework as special cases. New versions of minimal distance methods are formulated. A f... | 1 | Machine Learning | citeseer | 194 | test |
1-hop neighbor's text information: Machine Learning and Knowledge Representation in the LaboUr Approach to User Modeling . In early user-adaptive systems, the use of knowledge representation methods for user modeling has often been the focus of research. In recent years, however, the application of machine learning t... | 2 | Information Retrieval | citeseer | 1,322 | val |
1-hop neighbor's text information: Collaborative Representations: Supporting Face to Face and Online Knowledge-building Discourse The present widespread interest in the use of electronic media for presents an unprecedented opportunity for leveraging the computational medium's strengths for learning. However, existing s... | 4 | Human-Computer Interaction | citeseer | 1,748 | val |
1-hop neighbor's text information: Community Webs (C-Webs): Technological Assessment and System Architecture this paper, our presentation mainly relies on examples taken from one of the potential C-Web applications, namely C-Web Portals for cultural communities.
1-hop neighbor's text information: Ontologies Description... | 2 | Information Retrieval | citeseer | 1,146 | test |
1-hop neighbor's text information: Search History for User Support in Information-Seeking Interfaces The research overview described focuses on the design of search history displays to support information seeking (IS). It examines users' IS activities, current and potential use of histories, and building on this theore... | 4 | Human-Computer Interaction | citeseer | 1,747 | test |
1-hop neighbor's text information: Efficient and Extensible Algorithms for Multi Query Optimization Complex queries are becoming commonplace, with the growing use of decision support systems. These complex queries often have a lot of common sub-expressions, either within a single query, or across multiple such querie... | 3 | Databases | citeseer | 2,993 | test |
1-hop neighbor's text information: EventScope: Amplifying Human Knowledge and Experience via Intelligent Robotic Systems and Information Interaction The EventScope program develops publicly accessible "reality browsers" that display both archived and updating representations of remote environments derived from on-site ... | 4 | Human-Computer Interaction | citeseer | 2,896 | test |
1-hop neighbor's text information: GTM: The Generative Topographic Mapping Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of latent, or hidden, variables. A familiar example is factor analysis which is based on a linear transformations betw... | 2 | Information Retrieval | citeseer | 299 | test |
1-hop neighbor's text information: The Vagabond Parallel Temporal Object-Oriented Database System: Versatile Support for Future Applications . In this paper, we discuss features that future database systems should support to deliver the required functionality and performance to future applications. The most important ... | 3 | Databases | citeseer | 1,803 | test |
1-hop neighbor's text information: Totally Ordered Broadcast and Multicast Algorithms: A Comprehensive Survey Total order multicast algorithms constitute an important class of problems in distributed systems, especially in the context of fault-tolerance. In short, the problem of total order multicast consists in sendi... | 3 | Databases | citeseer | 2,308 | test |
1-hop neighbor's text information: An Intelligent Agent Framework In VRML Worlds actions, e.g. move to next room, are received by it and consequently send to the EAC. Finally, the abstract action arrives at the Virtual Reality Management Unit that specifies in detail the received actions. It provides specific values co... | 0 | Agents | citeseer | 2,058 | test |
1-hop neighbor's text information: A System For Automatic Personalized Tracking of Scientific Literature on the Web We introduce a system as part of the CiteSeer digital library project for automatic tracking of scientific literature that is relevant to a user’s research interests. Unlike previous systems that use simp... | 2 | Information Retrieval | citeseer | 676 | test |
1-hop neighbor's text information: Capturing and Querying Multiple Aspects of Semistructured Data Motivated to a large extent by the substantial and growing prominence of the World-Wide Web and the potential benefits that may be obtained by applying database concepts and techniques to web data management, new data ... | 2 | Information Retrieval | citeseer | 1,545 | test |
1-hop neighbor's text information: Applications of Quick-Combine for Ranked Query Models In digital libraries queries are often based on the similarity of objects, using several feature attributes like colors, texture or full-text searches. Such multi-feature queries return a ranked result set instead of exact matches.... | 2 | Information Retrieval | citeseer | 1,128 | val |
1-hop neighbor's text information: Adaptive Fuzzy Expert System for Sign Recognition The Hand Motion Understanding (HMU) system is a vision-based Australian sign language recognition system that recognises static and dynamic hand signs. It uses a visual hand tracker to extract 3D hand configuration data from a visual... | 4 | Human-Computer Interaction | citeseer | 2,040 | test |
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