New Challenges in Applied Intelligence Technologies

ISBN-13: 9783642098246 / Angielski / Miękka / 2010 / 394 str.

Radoslaw Katarzyniak

Opis

The field of intelligence technologies covers a variety of computational approaches that are often suggested and inspired by biological systems, exhibiting functional richness and flexibility of natural behavior. This class of technologies consists of such important approaches as data mining algorithms, neural networks, genetic algorithms, fuzzy and multi-valued logics, rough sets, agent-oriented computation, often integrated into complex hybrid solutions. Applied intelligence technologies are used to build machines that can act and think like living systems, solve problems in an autonomous way, develop rich private knowledge bases and produce results not foreseen and programmed in a direct way by designers. This book includes 37 chapters which discuss examples of applications of intelligence technologies to five fields, reflecting main streams of practical and scientific interest of computer related community: agent and multi-agent systems; personal assistants and recom mender systems; knowledge modeling and processing; optimization and combinatorial problems; computer and telecommunication systems.

Spis treści

Agent and Multiagent Systems.- A Comparative Study between Human-Human Interaction and Human-Robot Interaction.- Dialogue and Argumentation in Multi-agent Diagnosis.- Reinforcement Q-Learning and Neural Networks to Acquire Negotiation Behaviors.- getALife - An Artificial Life Environment for the Evaluation of Agent-Based Systems and Evolutionary Algorithms for Reinforcement Learning.- An Approach to Efficient Trading Model of Hybrid Traders Based on Volume Discount.- Improving the Efficiency of Low-Level Decision Making in Robosoccer Using Boosted SVM.- Personal Assistants and Recommender Systems.- Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant.- An Implementation of Goal-Oriented Fashion Recommendation System.- A Proposal on Recommender System Based on Observing Web-Chatting.- Ontological Query Processing and Maintaining Techniques for FAQ Systems.- On Human Resource Adaptability in an Agent-Based Virtual Organization.- Knowledge Modelling and Processing.- On the Pursuit of a Standard Language for Object-Oriented Constraint Modeling.- A Layered Ontology-Based Architecture for Integrating Geographic Information.- Generalizing the QSQR Evaluation Method for Horn Knowledge Bases.- On Vowels Segmentation and Identification Using Formant Transitions in Continuous Recitation of Quranic Arabic.- Adaptation of FCANN Method to Extract and Represent Comprehensible Knowledge from Neural Networks.- Video Similarity Measurement Based on Attributed Relational Graph Matching.- A Knowledge-Based System for CMM Evaluation.- Gating Artificial Neural Network Based Soft Sensor.- A Classification Method of Users Opinions Using Category-Based Dictionary Generated from Answers in Open-Ended Questionnaire System.- Training of Classifiers for the Recognition of Musical Instrument Dominating in the Same-Pitch Mix.- Intelliengence Technologies in Optimization and Combinatorial Problems.- Impact of Fuzzy Logic in the Cooperation of Metaheuristics.- An OCL-Based CSP Specification and Solving Tool.- Effects of At-Home Nursing Service Scheduling in Multiagent Systems.- Greedy and Exact Algorithms for Invitation Planning in Cancer Screening.- A Comparison of Three Meta-heuristics for a Closed-Loop Layout Problem with Unequal-Sized Facilities.- A Genetic Algorithm with Multiple Operators for Solving the Terminal Assignment Problem.- An Efficient Hybrid Method for an Expected Maximal Covering Location Problem.- Multi-sided Matching Lecture Allocation Mechanism.- AlineaGA: A Genetic Algorithm for Multiple Sequence Alignment.- Investigation of Strategies for the Generation of Multiclass Support Vector Machines.- Intelliengence Technologies in Computer and Telecommunication Systems.- Multiagent Monitoring System for Complex Network Infrastructure.- Multiagent Approach to Autonomous Reorganization of Monitoring Task Delegation in Distributed IDS.- An Intelligent Service Strategy in Linked Networks with Blocking and Feedback.- Advances in Automated Source-Level Debugging of Verilog Designs.- Spyware Prevention by Classifying End User License Agreements.- An Application of LS-SVM Method for Clustering in Wireless Sensor Networks.