Intelligent Information Processing and Web Mining: Proceedings of the International IIS: IIPWM‘04 Conference held in Zakopane, Poland, May 17–20, 2004: Advances in Intelligent and Soft Computing, cartea 25
Editat de Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Krzysztof Trojanowskien Limba Engleză Paperback – 26 apr 2004
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Specificații
ISBN-13: 9783540213314
ISBN-10: 3540213317
Pagini: 656
Ilustrații: XIV, 641 p.
Dimensiuni: 155 x 235 x 34 mm
Greutate: 0.9 kg
Ediția:2004
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Advances in Intelligent and Soft Computing
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540213317
Pagini: 656
Ilustrații: XIV, 641 p.
Dimensiuni: 155 x 235 x 34 mm
Greutate: 0.9 kg
Ediția:2004
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Advances in Intelligent and Soft Computing
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
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.
Textul de pe ultima copertă
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.
Caracteristici
Recent results of Intelligent Information Processing and Web Mining Proceedings of the workshop Intelligent Information Systems 2004, Zakopane, May 2004