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Knowledge-Based and Intelligent Information and Engineering Systems: 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part II de Rossitza Setchi

Knowledge-Based and Intelligent Information and Engineering Systems: 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part II: Lecture Notes in Computer Science, cartea 6277

Editat de Rossitza Setchi, Ivan Jordanov
en Limba Engleză Paperback – 2 sep 2010

Ecosistemul acestei lucrări este definit de convergența dintre ingineria sistemelor și inteligența artificială, explorând biblioteci de algoritmi genetici, sisteme de calcul evolutiv și rețele neuronale artificiale. Observăm o orientare clară către aplicabilitatea acestor tehnologii în medii complexe, de la vizualizarea datelor pentru sisteme inginerești până la integrarea obiectelor inteligente în scenarii de calcul ubicuu. Suntem de părere că valoarea acestui volum rezidă în capacitatea sa de a transforma concepte teoretice abstracte în soluții pentru probleme industriale reale.

Pe linia practică a volumului Knowledge Engineering and Management de Yinglin Wang, dar cu focus pe arhitecturile de calcul inteligente și sistemele de inginerie a cunoașterii, lucrarea de față se distinge prin rigoarea academică specifică seriei Lecture Notes in Computer Science. În timp ce alte lucrări se concentrează pe paradigmele de calcul, acest volum pune accent pe simbioza om-mașină și pe gestionarea incertitudinii în inteligența artificială modernă.

Structura volumului este organizată meticulos, începând cu discursuri de referință susținute de experți precum Christopher Bishop, care abordează noua inteligență a mașinilor. Progresia editorială continuă cu secțiuni tehnice despre modelarea urbană prin rețele neuronale și utilizarea algoritmilor genetici în descoperirea modelelor de proces. Un aspect distinctiv este includerea framework-ului CLONAL-GP, care ilustrează modul în care sistemele imunitare artificiale pot inspira programarea genetică pentru sarcini de clasificare, oferind cititorului o perspectivă vastă asupra transferului de cunoștințe între discipline.

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Specificații

ISBN-13: 9783642153891
ISBN-10: 3642153895
Pagini: 684
Ilustrații: XXIII, 661 p. 260 illus.
Greutate: 0.95 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

Research

De ce să citești această carte

Această lucrare este esențială pentru cercetătorii și inginerii care doresc să înțeleagă implementarea practică a inteligenței artificiale în inginerie. Cititorul câștigă acces la studii de caz internaționale și metodologii avansate de optimizare prin algoritmi evolutivi. Este un instrument valoros pentru cei care proiectează sisteme complexe ce necesită procesare inteligentă a informațiilor și gestionarea eficientă a rețelelor de date.

Descriere scurtă

th The 14 International Conference on Knowledge-Based and Intelligent Information and Engineering Systems was held during September 8–10, 2010 in Cardiff, UK. The conference was organized by the School of Engineering at Cardiff University, UK and KES International. KES2010 provided an international scientific forum for the presentation of the - sults of high-quality research on a broad range of intelligent systems topics. The c- ference attracted over 360 submissions from 42 countries and 6 continents: Argentina, Australia, Belgium, Brazil, Bulgaria, Canada, Chile, China, Croatia, Czech Republic, Denmark, Finland, France, Germany, Greece, Hong Kong ROC, Hungary, India, Iran, Ireland, Israel, Italy, Japan, Korea, Malaysia, Mexico, The Netherlands, New Zealand, Pakistan, Poland, Romania, Singapore, Slovenia, Spain, Sweden, Syria, Taiwan, - nisia, Turkey, UK, USA and Vietnam. The conference consisted of 6 keynote talks, 11 general tracks and 29 invited s- sions and workshops, on the applications and theory of intelligent systems and related areas. The distinguished keynote speakers were Christopher Bishop, UK, Nikola - sabov, New Zealand, Saeid Nahavandi, Australia, Tetsuo Sawaragi, Japan, Yuzuru Tanaka, Japan and Roger Whitaker, UK. Over 240 oral and poster presentations provided excellent opportunities for the presentation of interesting new research results and discussion about them, leading to knowledge transfer and generation of new ideas. Extended versions of selected papers were considered for publication in the Int- national Journal of Knowledge-Based and Intelligent Engineering Systems, Engine- ing Applications of Artificial Intelligence, Journal of Intelligent Manufacturing, and Neural Computing and Applications.

Cuprins

Web Intelligence, Text and Multimedia Mining and Retrieval.- Semantics-Based Representation Model for Multi-layer Text Classification.- Frequent Itemset Based Hierarchical Document Clustering Using Wikipedia as External Knowledge.- Automatic Authorship Attribution for Texts in Croatian Language Using Combinations of Features.- Visualization of Text Streams: A Survey.- Combining Semantic and Content Based Image Retrieval in ORDBMS.- A Historically-Based Task Composition Mechanism to Support Spontaneous Interactions among Users in Urban Computing Environments.- Multi-criteria Retrieval in Cultural Heritage Recommendation Systems.- An Approach for the Automatic Recommendation of Ontologies Using Collaborative Knowledge.- Knowledge Mining with ELM System.- DOCODE-Lite: A Meta-Search Engine for Document Similarity Retrieval.- Intelligent Tutoring Systems and E-Learning Environments.- Group Formation for Collaboration in Exploratory Learning Using Group Technology Techniques.- Applying Pedagogical Analyses to Create an On-Line Course for e Learning.- Adaptive Modelling of Users’ Strategies in Exploratory Learning Using Case-Based Reasoning.- An Implementation of Reprogramming Scheme for Wireless Sensor Networks.- Predicting e-Learning Course Adaptability and Changes in Learning Preferences after Taking e-Learning Courses.- Intelligent Systems.- A Logic for Incomplete Sequential Information.- A Power-Enhanced Algorithm for Spatial Anomaly Detection in Binary Labelled Point Data Using the Spatial Scan Statistic.- Vertical Fragmentation Design of Distributed Databases Considering the Nonlinear Nature of Roundtrip Response Time.- Improving Iterated Local Search Solution for the Linear Ordering Problem with Cumulative Costs (LOPCC).- A Common-Sense Planning Strategy for AmbientIntelligence.- Dialogue Manager for a NLIDB for Solving the Semantic Ellipsis Problem in Query Formulation.- Hand Gesture Recognition Based on Segmented Singular Value Decomposition.- Reasoning and Inference Rules in Basic Linear Temporal Logic .- Direct Adaptive Control of an Anaerobic Depollution Bioprocess Using Radial Basis Neural Networks.- Visualisation of Test Coverage for Conformance Tests of Low Level Communication Protocols.- Control Network Programming with SPIDER: Dynamic Search Control.- Non-procedural Implementation of Local Heuristic Search in Control Network Programming.- Meta Agents, Ontologies and Search, a Proposed Synthesis.- Categorizing User Interests in Recommender Systems.- Architecture of Hascheck – An Intelligent Spellchecker for Croatian Language.- Light-Weight Access Control Scheme for XML Data.- A New Distributed Particle Swarm Optimization Algorithm for Constraint Reasoning.- Simulation of Fuzzy Control Applied to a Railway Pantograph-Catenary System.- Floor Circulation Index and Optimal Positioning of Elevator Hoistways.- Rapid Evaluation of Reconfigurable Robots Anatomies Using Computational Intelligence.- Incremental Construction of Alpha Lattices and Association Rules.- Intelligent Magnetic Sensing System for Low Power WSN Localization Immersed in Liquid-Filled Industrial Containers.- Intelligent Data Processing in Process Systems and Plants.- An Overview of a Microcontroller-Based Approach to Intelligent Machine Tool Monitoring.- Use of Two-Layer Cause-Effect Model to Select Source of Signal in Plant Alarm System.- Coloured Petri Net Diagnosers for Lumped Process Systems.- Proactive Control of Manufacturing Processes Using Historical Data.- A Multiagent Approach for Sustainable Design of Heat Exchanger Networks.- ConsistencyChecking Method of Inventory Control for Countermeasures Planning System.- Fault Semantic Networks for Accident Forecasting of LNG Plants.- A Meta Heuristic Approach to Management Engineering.- Fuzzy Group Evaluating the Aggregative Risk Rate of Software Development.- Fuzzy Power System Reliability Model Based on Value-at-Risk.- Human Tracking: A State-of-Art Survey.- Ordinal Structure Fuzzy Logic Predictor for Consumer Behaviour.- Kansei for Colors Depending on Objects.- A Hybrid Intelligent Algorithm for Solving the Bilevel Programming Models.- Knowledge Engineering and Smart Systems.- Using Semantics to Bridge the Information and Knowledge Sharing Gaps in Virtual Engineering.- Discovering and Usage of Customer Knowledge in QoS Mechanism for B2C Web Server Systems.- Conceptual Fuzzy Model of the Polish Internet Mortgage Market.- Translations of Service Level Agreement in Systems Based on Service Oriented Architecture.- Ontology Engineering Aspects in the Intelligent Systems Development.- Supporting Software Project Management Processes Using the Agent System.- Knowledge-Based Virtual Organizations for the E-Decisional Community.- Decisional DNA Applied to Robotics.- Supporting Management Decisions with Intelligent Mechanisms of Obtaining and Processing Knowledge.- Finding Inner Copy Communities Using Social Network Analysis.- Enhancing Social Network Analysis with a Concept-Based Text Mining Approach to Discover Key Members on a Virtual Community of Practice.- Intelligence Infrastructure: Architecture Discussion: Performance, Availability and Management.- Skill Acquisition and Ubiquitous Human Computer Interaction.- Geometric Considerations of Search Behavior.- A Web-Community Supporting Self-management for Runners with Annotation.- An Analysis of Background-Color Effects on the Scores of a Computer-Based English Test.- Message Ferry Route Design Based on Clustering for Sparse Ad hoc Networks.- Affordance in Dynamic Objects Based on Face Recognition.