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Intelligent Information Processing and Web Mining : Proceedings of the International Iis: Iipwm'04 Conference Held in Zakopane, Poland, May 17-20, 2004 - Mieczyslaw A. Klopotek

Intelligent Information Processing and Web Mining

Proceedings of the International Iis: Iipwm'04 Conference Held in Zakopane, Poland, May 17-20, 2004

Paperback Published: 1st June 2004
ISBN: 9783540213314
Number Of Pages: 641

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This volume contains articles accepted for presentation during The Intel- ligent Information Processing and Web Mining Conference IIS: IIPWM'04 which was held in Zakopane, Poland, on May 17-20, 2004. This conference is a continuation of a series of 13 successful symposia and conferrences on Intel- ligent Information Systems, organized by the Institute of Computer Science of Polish Academy of Sciences, devoted to new trends in (broadly understood) Artificial Intelligence. The idea of organizing such meetings dates back to 1992. Our main in- tention guided the first, rather small-audience, workshop in the series was to resume the results gained in Polish scientific centers as well as contrast them with the research performed by Polish scientists working at the universities in Europe and USA and their foreign collaborators. This idea proved to be attractive enough that we decided to continue such meetings. As the years went by, the workshops has transformed into regular symposia devoted to such fields like Machine Learning, Knowledge Discovery, Natural Language Processing, Knowledge Based Systems and Reasoning, and Soft Computing (i. e. Fuzzy and Rough Sets, Bayesian Networks, Neural Networks and Evo- lutionary Algorithms). At present, about 50 papers prepared by researches from Poland and other countries are usually presented. This year conference devotes much more attention to the newest devel- opments in the area of Artificial Intelligence, related to broadly understood Web mining.

Mining spatial association rulesp. 3
Modeling of the form of heliosphere and its role on the annual variations of galactic cosmic raysp. 13
ADX algorithm : a brief description of a rule based classifierp. 19
Query selectivity estimation via data miningp. 29
Exploiting sensitivity analysis in Bayesian networks for customer satisfaction studyp. 39
On admissible substitutions in classical and intuitionistic sequent logicsp. 49
On learning of sunspot classificationp. 59
Testing microarray analysis methods with semi-synthetic datap. 69
A new algorithm to build consolidated trees : study of the error rate and steadinessp. 79
Mining texts by association rules discovery in a technical corpusp. 89
A hybrid approach to a classification problemp. 99
Confusion matrix visualizationp. 107
Independent component analysis for filtration in data miningp. 117
State assignment by evolutionary algorithmsp. 129
Coevolutionary feature construction for transformation of representation of machine learnersp. 139
Theory of collective intelligence provides formal relations between intelligence, life, and evolutionp. 151
Application of evolutionary computing to conformational analysisp. 161
A novel genetic algorithm based on multi-agents systemsp. 169
Learning reversible categorial grammars from structuresp. 181
An approach to computational morphologyp. 191
Semi-incremental addition of strings to a cyclic finite automationp. 201
Semi-automatic stemmer evaluationp. 209
Development of a pediatric text-corpus for part-of-speech taggingp. 219
Information extraction for Polish using the SProUT platformp. 227
Towards the design of a syntactico-semantic lexicon for Polishp. 237
Automatic utterance boundaries recognition in larger Polish text corporap. 247
A flexible rule compiler for speech synthesisp. 257
A practical application of morphological analysis of Polishp. 267
On-line thematic and metadata analysis of document collectionp. 279
Analysis of priority and partitioning effects on web crawling performancep. 287
Dynamization in IR systemsp. 297
An enhanced semantic indexing implementation for conceptual information retrievalp. 311
Towards a more realistic web graph modelp. 321
Ontology as a definition of meaningp. 331
Text categorization using learning vector quantization algorithmp. 341
Semantic web services in L2Lp. 349
Lingo : search results clustering algorithm based on singular value decompositionp. 359
Conceptual clustering using lingo algorithm : evaluation on open directory project datap. 369
What can be learned from previously answered questions? : a corpus-based approach to question answeringp. 379
Extensions of PageRank. The RBS algorithmp. 389
Visualizing large data by the SOM and GTM methods - what are we obtainingp. 399
AntSearch - a new search algorithmp. 404
Trigram morphosyntactic tagger for Polishp. 409
Natural language processing using generative indirect dependency grammarp. 414
Automatic text clustering in the Polish languagep. 419
The impact of NLP techniques in the multilabel text classification problemp. 424
Cluster analysis of named entitiesp. 429
Indexing object propagation in large systemsp. 434
Intelligent resources search in virtual librariesp. 439
A syntactical analysis of anaphora in the Polsyn parserp. 444
Genetic algorithm as an attributes selection tool for learning algorithmsp. 449
IBIS : a new evolutionary algorithm for timetable problemp. 454
Tree-based algorithm for discovering extended action-rules (system DEAR2)p. 459
Semantic representation of English phrasal verbsp. 465
An algorithm of knowledge extraction from trained neural networksp. 470
Document ontology discovery toolp. 475
Rule-based and statistical approaches to morpho-syntactic tagging of Germanp. 483
Phonotactics in inductive logic programmingp. 493
A hybrid approach to semantic Web services discoveryp. 505
Discovering logical structures in digital documentsp. 513
Email classification with temporal featuresp. 523
Rule discovery by axes-driven hyperplanes constructionp. 535
Scalable methods of discovering rough sets reductsp. 547
Incorporation of quantitative knowledge into genetic information systemsp. 557
Exchange of knowledge and learning in default reasoning based agent systemsp. 565
Automatic understanding of signalsp. 577
Automatic understanding of ECG signalp. 591
Picture languages in cognitive approach to medical visualization understandingp. 599
Automatic understanding of speech pathologyp. 609
Application of zernike moments, independent component analysis, and rough and fuzzy classifier for hand-written character recognitionp. 623
Input preprocessing for neural feedforward architecturep. 633
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540213314
ISBN-10: 3540213317
Series: Advances in Soft Computing
Audience: General
Format: Paperback
Language: English
Number Of Pages: 641
Published: 1st June 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.35
Weight (kg): 0.9