Advances in Applied Artificial Intelligence : 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2006, Annecy, France, June 27-30, 2006, Proceedings
by Ali, MoonisEdition: 1st
Format: Paperback
Pub. Date: 2006-07-01
Publisher(s): SPRINGER
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Summary
This book constitutes the refereed proceedings of the 19th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2006, held in Annecy, France, in June 2006.The 134 revised full papers presented together with 3 invited contributions were carefully reviewed and selected from over 330 submissions. The papers are organized in topical sections on multi-agent systems, decision-support, genetic algorithms, heuristic search, data-mining and knowledge discovery, planning and scheduling, fuzzy logic, computer vision, case-based reasoning, knowledge engineering, machine learning, model-based reasoning, speech recognition, and systems for real life applications. There are 6 special sessions held in parallel with the general conference that focus on bioinformatics, ontology and text, data for discovery in engineering, intelligent control systems, intelligent systems for industry, and applications of data mining.
Table of Contents
| Managing diversity in knowledge | p. 1 |
| Artificial intelligence for industrial process supervision | p. 2 |
| Fuzzy ambient intelligence in home telecare | p. 12 |
| Modeling and multi-agent specification of IF-based distributed goal ontologies | p. 14 |
| Agent-based approach to solving difficult scheduling problems | p. 24 |
| Development of the multiple robot fish cooperation system | p. 34 |
| Introducing social investors into multi-agent models of financial markets | p. 44 |
| Cross-organisational workflow enactment via progressive linking by run-time agents | p. 54 |
| Comparison and analysis of expertness measure in knowledge sharing among robots | p. 60 |
| Multiagent realization of prediction-based diagnosis and loss prevention | p. 70 |
| Emergence of cooperation through mutual preference revision | p. 81 |
| Running contracts with defeasible commitment | p. 91 |
| A self-organized energetic constraints based approach for modelling communication in wireless systems | p. 101 |
| Evaluation of several algorithms in forecasting flood | p. 111 |
| Simulation analysis for on-demand transport vehicles based on game theory | p. 117 |
| A set theoretic view of the ISA hierarchy | p. 127 |
| Tale of two context-based formalisms for representing human knowledge | p. 137 |
| Some characteristics of context | p. 146 |
| Signal and image representations based hybrid intelligent diagnosis approach for a biomedicine application | p. 155 |
| Handling airport ground processes based on resource-constrained project scheduling | p. 166 |
| Distribution system evaluation algorithm using analytic hierarchy process | p. 177 |
| A hybrid robot control system based on soft computing techniques | p. 187 |
| A combination genetic algorithm with applications on portfolio optimization | p. 197 |
| Genetic algorithm-based improvement of robot hearing capabilities in separating and recognizing simultaneous speech signals | p. 207 |
| A hybrid genetic algorithm for the flow-shop scheduling problem | p. 218 |
| Solving a large-scaled crew pairing problem by using a genetic algorithm | p. 228 |
| Population structure of heuristic search algorithm based on adaptive partitioning | p. 238 |
| Generating guitar tablature with LHF notation via DGA and ANN | p. 244 |
| Search space reduction as a tool for achieving intensification and diversification in ant colony optimisation | p. 254 |
| Truck dock assignment problem with operational time constraint within crossdocks | p. 262 |
| A hybrid genetic algorithm for solving the length-balanced two arc-disjoint shortest paths problem | p. 272 |
| A fast and effective insertion algorithm for multi-depot vehicle routing problem with fixed distribution of vehicles and a new simulated annealing approach | p. 282 |
| On the behaviour of extremal optimisation when solving problems with hidden dynamics | p. 292 |
| Local search algorithm for unicost set covering problem | p. 302 |
| Evaluating interestingness measures with linear correlation graph | p. 312 |
| Extended another memory : understanding everyday lives in ubiquitous sensor environments | p. 322 |
| Incremental clustering of newsgroup articles | p. 332 |
| Topic detection using MFSs | p. 342 |
| A rule sets ensemble for predicting MHC II-binding peptides | p. 353 |
| Constructing complete FP-tree for incremental mining of frequent patterns in dynamic databases | p. 363 |
| An optimal method for multiple observers sitting on terrain based on improved simulated annealing techniques | p. 373 |
| An on-line approach for planning in time-limited situations | p. 383 |
| Priority-constrained task sequencing for heterogeneous mobile robots | p. 393 |
| New heuristics to solve the "CSOP" railway timetabling problem | p. 400 |
| SEaM : analyzing schedule executability through simulation | p. 410 |
| From demo to practice the MEXAR path to space operations | p. 421 |
| A new method for appraising the performance of high school teachers based on fuzzy number arithmetic operations | p. 432 |
| New methods for evaluating the answerscripts of students using fuzzy sets | p. 442 |
| Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems | p. 452 |
| Fuzzy motivations for evolutionary behavior learning by a mobile robot | p. 462 |
| Optimization of self-organizing fuzzy polynomial neural networks with the aid of granular computing and evolutionary algorithm | p. 472 |
| Fuzzy clustering-based on aggregate attribute method | p. 478 |
| Recurrent neural network verifier for face detection and tracking | p. 488 |
| Automatic gait recognition by multi-projection analysis | p. 500 |
| A novel image retrieval approach combining multiple features of color-connected regions | p. 510 |
| An application of random and Hammersley sampling methods to Iris recognition | p. 520 |
| Biometric-Iris random key generator using generalized regression neural networks | p. 530 |
| Head detection and tracking for the car occupant's pose recognition | p. 540 |
| Prediction of construction litigation outcome - a case-based reasoning approach | p. 548 |
| Component retrieval using knowledge-intensive conversational CBR | p. 554 |
| Identification of characteristics after soft breakdown with GA-based neural networks | p. 564 |
| Integrating organizational knowledge into search engine | p. 573 |
| Ontology for long-term knowledge | p. 583 |
| Introducing graph-based reasoning into a knowledge management tool : an industrial case study | p. 590 |
| Retaining consistency in temporal knowledge bases | p. 600 |
| Locality-convolution kernel and its application to dependency parse ranking | p. 610 |
| Intrusion detection based on behavior mining and machine learning techniques | p. 619 |
| Tractable feature generation through description logics with value and number restrictions | p. 629 |
| Diagnosing program errors with light-weighted specifications | p. 639 |
| Diagnosis of power system protection | p. 650 |
| Towards lightweight fault localization in procedural programs | p. 660 |
| On adaptively learning HMM-based classifiers using split-merge operations | p. 668 |
| Comparative study : HMM and SVM for automatic articulatory feature extraction | p. 674 |
| A study on high-order hidden Markov models and applications to speech recognition | p. 682 |
| Diagnostic evaluation of phonetic feature extraction engines : a case study with the time map model | p. 691 |
| Soft computing for assessing the quality of colour prints | p. 701 |
| An efficient shortest path computation system for real road networks | p. 711 |
| Automatic topics identification for reviewer assignment | p. 721 |
| A decentralized calendar system featuring sharing, trusting and negotiating | p. 731 |
| Unidirectional loop layout problem with balanced flow | p. 741 |
| A heuristic load balancing scheduling method for dedicated machine constraint | p. 750 |
| An adaptive control using multiple neural networks for the variable displacement pump | p. 760 |
| An elaborated goal production module for implementing a virtual inhabitant | p. 770 |
| Agent-based prototyping of Web-based systems | p. 780 |
| High-dimensional micro-array data classification using minimum description length and domain expert knowledge | p. 790 |
| On solving edge detection by emergence | p. 800 |
| Clustering microarray data within amorphous computing paradigm and growing neural gas algorithm | p. 809 |
| Conflict-directed relaxation of constraints in content-based recommender systems | p. 819 |
| Modeling pH neutralization process via support vector machines | p. 830 |
| Generating tutoring feedback in an intelligent training system on a robotic simulator | p. 838 |
| Elaborating the context of interactions in a tutorial dialog | p. 848 |
| Static clonal selection algorithm based on match range model | p. 859 |
| Diagnosing faulty transitions in recommender user interface descriptions | p. 869 |
| An unsupervised method for ranking translation words using a bilingual dictionary and WordNet | p. 879 |
| Neuro-fuzzy learning for automated incident detection | p. 889 |
| Intelligent GIS : automatic generation of qualitative spatial information | p. 898 |
| On-line learning of a time variant system | p. 908 |
| Bioinformatics integration framework for metabolic pathway data-mining | p. 917 |
| The probability distribution of distance TSS-TLS is organism characteristic and can be used for promoter prediction | p. 927 |
| Protein stability engineering in staphylococcal nuclease using an AI-neural network hybrid system and a genetic algorithm | p. 935 |
| Identification of over and under expressed genes mediating allergic asthma | p. 943 |
| Correlogram-based method for comparing biological sequences | p. 953 |
| Learning genetic regulatory network connectivity from time series data | p. 962 |
| On clustering of genes | p. 972 |
| Towards automatic concept hierarchy generation for specific knowledge network | p. 982 |
| An open and scalable framework for enriching ontologies with natural language content | p. 990 |
| Acquiring an ontology from the text | p. 1000 |
| TERMINAE method and integration process for legal ontology building | p. 1014 |
| An approach to automatic ontology-based annotation of biomedical texts | p. 1024 |
| Lexical and conceptual structures in ontology | p. 1034 |
| Discovering verb relations in corpora : distributional versus non-distributional approaches | p. 1042 |
| Modelling knowledge with ZDoc for the purposes of information retrieval | p. 1053 |
| Partially ordered template-based matching algorithm for financial time series | p. 1059 |
| Model and algebra for genetic information of data | p. 1071 |
| Forecasting intermittent demand by fuzzy support vector machines | p. 1080 |
| Nonlinear discrete system stabilisation by an evolutionary neural network | p. 1090 |
| Genetic algorithm for inventory lot-sizing with supplier selection under fuzzy demand and costs | p. 1100 |
| A self-tuning emergency model of home network environment | p. 1111 |
| Simulation studies of two-layer Hopfield neural networks for automatic wafer defect inspection | p. 1119 |
| Supporting dynamic supply networks with agent-based coalitions | p. 1127 |
| Reducing transportation costs in distribution networks | p. 1138 |
| Application of an intuitive novelty metric for jet engine condition monitoring | p. 1149 |
| Determination of storage locations for incoming containers of uncertain weight | p. 1159 |
| Fault diagnostics in electric drives using machine learning | p. 1169 |
| An integrated and flexible architecture for planning and scheduling | p. 1179 |
| A robust RFID-based method for precise indoor positioning | p. 1189 |
| A study of optimal system for multiple-constraint multiple-container packing problems | p. 1200 |
| Planning for intra-block remarshalling in a container terminal | p. 1211 |
| Develop acceleration strategy and estimation mechanism for multi-issue negotiation | p. 1221 |
| Least squares support vector machines for bandwidth reservation in wireless IP networks | p. 1231 |
| An ontology-based intelligent agent for respiratory waveform classification | p. 1240 |
| A new inductive learning method for multilabel text categorization | p. 1249 |
| An intelligent customer retention system | p. 1259 |
| Software diagnosis using fuzzified attribute base on modified MEPA | p. 1270 |
| New methods for text categorization based on a new feature selection method and a new similarity measure between documents | p. 1280 |
| Using positive region to reduce the computational complexity of discernibility matrix method | p. 1290 |
| A novel mining algorithm for periodic clustering sequential patterns | p. 1299 |
| Text mining with application to engineering diagnostics | p. 1309 |
| Handling incomplete categorical data for supervised learning | p. 1318 |
| Mining multiple-level association rules under the maximum constraint of multiple minimum supports | p. 1329 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
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