Knowledge-Based and Intelligent Information and Engineering Systems: 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I: Lecture Notes in Computer Science, cartea 6276
Editat de Rossitza Setchi, Ivan Jordanoven Limba Engleză Paperback – 30 aug 2010
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Specificații
ISBN-13: 9783642153860
ISBN-10: 3642153860
Pagini: 724
Ilustrații: XLV, 679 p. 287 illus.
Greutate: 1.02 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642153860
Pagini: 724
Ilustrații: XLV, 679 p. 287 illus.
Greutate: 1.02 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Keynote Talks.- Evolving Integrative Brain-, Gene-, and Quantum Inspired Systems for Computational Intelligence and Knowledge Engineering.- A Semiotic View of Social Intelligence for Realizing Human-Machine Symbiotic Systems.- Embracing Uncertainty: The New Machine Intelligence.- Exploiting Social Structures and Social Networks.- Knowledge Visualization for Engineered Systems.- Proximity-Based Federation of Smart Objects: Liberating Ubiquitous Computing from Stereotyped Application Scenarios.- Artificial Neural Networks, Connectionists Systems and Evolutionary Computation.- A Neural Network Model to Develop Urban Acupuncture.- Discovering Process Models with Genetic Algorithms Using Sampling.- A Multi-Objective Evolutionary Approach for the Antenna Positioning Problem.- CLONAL-GP Framework for Artificial Immune System Inspired Genetic Programming for Classification.- Solving Industrial Based Job-Shop Scheduling Problem by Distributed Micro-Genetic Algorithm with Local Search.- Data Mining via Rules Extracted from GMDH: An Application to Predict Churn in Bank Credit Cards.- Sensitivity Analysis and Automatic Calibration of a Rainfall-Runoff Model Using Multi-objectives.- University Course Timetabling Using ACO: A Case Study on Laboratory Exercises.- Machine Learning and Classical AI.- Nonparametric Statistical Analysis of Machine Learning Algorithms for Regression Problems.- Adaptive Learning of Nominal Concepts for Supervised Classification.- A Novel Approach of Process Mining with Event Graph.- A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks.- Coaching to Enhance the Online Behavior Learning of a Robotic Agent.- Agent and Multi-agent Systems.- Cooperation of AGVs’ Head-on Collision Avoidance by Knowledge Exchange inAutonomous Decentralized FMS.- A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System.- A Proof System for Time-Dependent Multi-agents.- Toward Emotional E-Commerce: Formalizing Agents for a Simple Negotiation Protocol.- Distributed Ant Colony Clustering Using Mobile Agents and Its Effects.- Monitoring a Multi-Agent System Evolution through Iterative Development.- An Agent for Ecological Deliberation.- A Framework to Compute Inference Rules Valid in Agents’ Temporal Logics.- Statecharts-Based JADE Agents and Tools for Engineering Multi-Agent Systems.- Telco Agent: Enabler of Paradigm Shift towards Customer-Managed Relationship.- Multi-attribute Auction Model for Agent-Based Content Trading in Telecom Markets.- Applying Possibility and Belief Operators to Conditional Statements.- A Computer Adaptive Testing Method for Intelligent Tutoring Systems.- Intelligent Vision, Image Processing and Signal Processing.- Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas.- Parallel Processing with CUDA in Ceramic Tiles Classification.- Signal Receiving and Processing Platform of the Experimental Passive Radar for Intelligent Surveillance System Using Software Defined Radio Approach.- Automated Anticounterfeiting Inspection Methods for Rigid Films Based on Infrared and Ultraviolet Pigments and Supervised Image Segmentation and Classification.- Vowel Recognition by Using the Combination of Haar Wavelet and Neural Network.- Bayesian Classification Using DCT Features for Brain Tumor Detection.- A New Strategy of Adaptive Nonlinear Echo Cancelling Volterra-Wiener Filter Structure Selection.- Intelligent System for Commercial Block Recognition Using Audio Signal Only.- Viewpoint Insensitive Actions Recognition UsingHidden Conditional Random Fields.- Fuzzy Hyper-Prototype Clustering.- Knowledge Management, Ontologies and Data Mining.- Clustering Using Difference Criterion of Distortion Ratios.- Computer-Generated Conversation Based on Newspaper Headline Interpretation.- Using Regression Analysis to Identify Patterns of Non-Technical Losses on Power Utilities.- Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables.- Which XML Storage for Knowledge and Ontology Systems?.- Finding Temporal Patterns Using Constraints on (Partial) Absence, Presence and Duration.- Clustering Based on Kolmogorov Information.- Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM.- Factorizing Three-Way Binary Data with Triadic Formal Concepts.- Application of Ontological Engineering in Customs Domain.- Classification and Prediction of Academic Talent Using Data Mining Techniques.- Test-Cost Sensitive Classification on Data with Missing Values in the Limited Time.- Modified K-Means Clustering for Travel Time Prediction Based on Historical Traffic Data.- An Ontology–Based Approach for Autonomous Systems’ Description and Engineering.- Search Space Reduction for an Efficient Handling of Empty Answers in Database Flexible Querying.- Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging.- A Conceptual Framework for Role-Based Knowledge Profiling Using Semiotics Approach.- Using Biased Discriminant Analysis for Email Filtering.- Use of Geospatial Analyses for Semantic Reasoning.- Application of Knowledge Models in Healthcare.- Computer-Based Dietary Menu Planning: How to Support It by Complex Knowledge?.- Flexible Semantic Querying of Clinical Archetypes.- A Formal Domain Model forDietary and Physical Activity Counseling.- Semantic Technologies for Knowledge Workers.- An Ontology Based Approach to Measuring the Semantic Similarity between Information Objects in Personal Information Collections.- Ontology Based Graphical Query Language Supporting Recursion.- Using Concept Maps to Improve Proactive Information Delivery in TaskNavigator.- A Vocabulary Building Mechanism Based on Lexical Semantics for Querying the Semantic Web.- Designing a Knowledge Mapping Tool for Knowledge Workers.
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