Intelligent Information Processing and Web Mining (eBook, PDF)

Proceedings of the International IIS: IIPWM'04 Conference held in Zakopane, Poland, May 17-20, 2004
Redaktion: Klopotek, Mieczyslaw A.; Trojanowski, Krzysztof; Wierzchon, Slawomir T.

• Format: PDF

Produktbeschreibung

This edited book contains articles accepted for presentation during The Intelligent Information Processing and Web Mining Conference IIS:IIP WM¿04 held in Zakopane, Poland, on May 17-20, 2004. Considerable attention is devoted to the newest developments in the area of Artificial Intelligence with special calls for contributions on Web mining. This book will be a valuable source for further research in the fields of data mining, intelligent information processing, machine learning, computational linguistics, or natural language processing for search engines.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 641
• Erscheinungstermin: 5. Juni 2013
• Englisch
• ISBN-13: 9783540399858
• Artikelnr.: 53145951

Autorenporträt

Mieczyslaw A. Klopotek, Polish Academy of Sciences, Warsaw, Poland / Slawomir T. Wierzchon, Polish Academy of Sciences, Warsaw, Poland / Krzysztof Trojanowski, Polish Academy of Sciences, Warsaw, Poland

Inhaltsangabe

Mining Spatial Association Rules.- Modeling of the Form of Heliosphere and its Role on the Annual Variations of Galactic Cosmic Rays.- ADX Algorithm: a brief description of a rule based classifier.- Query Selectivity Estimation via Data Mining.- Exploiting sensitivity analysis in Bayesian networks for customer satisfaction study.- On Admissible Substitutions in Classical and Intuitionistic Sequent Logics.- On Learning of Sunspot Classification.- Testing microarray analysis methods with semi-synthetic data.- A new algorithm to build consolidated trees: study of the error rate and steadiness.- Mining texts by association rules discovery in a technical corpus.- A Hybrid Approach to a Classification Problem.- Confusion Matrix Visualization.- Independent Component Analysis for Filtration in Data Mining.- State Assignment by Evolutionary Algorithms.- Coevolutionary feature construction for transformation of representation of machine learners.- Theory of Collective Intelligence provides formal relations between Intelligence, Life, and Evolution.- Application of evolutionary computing to conformational analysis.- A Novel Genetic Algorithm Based on Multi-Agent Systems.- Learning reversible categorial grammars from structures.- An Approach to Computational Morphology.- Semi-incremental Addition of Strings to a Cyclic Finite Automaton.- Semi-automatic stemmer evaluation.- Development of a Pediatric Text-Corpus for Part-of-Speech Tagging.- Information Extraction for Polish Using the SProUT Platform.- Towards the Design of a Syntactico-Semantic Lexicon for Polish.- Automatic utterance boundaries recognition in large Polish text corpora.- A Flexible Rule Compiler for Speech Synthesis.- A Practical Application of Morphological Analysis of Polish.- On-line Thematic and Metadata Analysis of Document Collection.- Analysis of priority and partitioning effects on web crawling performance.- Dynamization in IR Systems.- An Enhanced Semantic Indexing Implementation for Conceptual Information Retrieval.- Towards a More Realistic Web Graph Model.- Ontology As a Definition of Meaning.- Text Categorization using Learning Vector Quantization Algorithm.- Semantic Web Services in L2L.- Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition.- Conceptual Clustering Using Lingo Algorithm: Evaluation on Open Directory Project Data.- What Can Be Learned from Previously Answered Questions? A Corpus-Based Approach to Question Answering.- Extensions of PageRank. The RBS Algorithm.- Visualizing large data by the SOM and GTM methods - what are we obtaining?.- AntSearch - a new search algorithm.- Trigram morphosyntactic tagger for Polish.- Natural Language Processing Using Generative Indirect Dependency Grammar.- Automatic Text Clustering in the Polish Language.- The impact of NLP techniques in the multilabel text classification problem.- Cluster Analysis of Named Entities.- Indexing Object Propagation in Large Systems.- Intelligent Resources Search in Virtual Libraries.- A syntactical analysis of anaphora in the Polsyn parser.- Genetic Algorithm as an Attributes Selection Tool for Learning Algorithms.- IBIS: A New Evolutionary Algorithm for Timetable Problem.- Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2).- Semantic Representation of English Phrasal Verbs.- An algorithm of knowledge extraction from trained neural networks.- Document Ontology Discovery Tool.- Rule-based and Statistical Approaches to Morpho-syntactic Tagging of German.- Phonotactics in Inductive Logic Programming.- A Hybrid Approach to Semantic WebServices Discovery.- Discovering Logical Structures in Digital Documents.- Email Classification with Temporal Features.- Rule Discovery by Axes-Driven Hyperplanes Construction.- Scalable Methods of Discovering Rough Sets Reducts.- Incorporation of quantitative knowledge into genetic information systems.- Exchange of Knowledge and Learning in Default Reasoning Based Agent Systems.- Automatic Understanding of Signals.- Automatic understanding of ECG signal.- Picture Languages in Cognitive Approach to Medical Visualization Understanding.- Automatic Understanding of Speech Pathology.- Application of Zernike Moments, Independent Component Analysis, and Rough and Fuzzy Classifier for Hand-Written Character Recognition.- Input preprocessing for neural feedforward architecture.