1300 187 187
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.
| Mining spatial association rules | p. 3 |
| Modeling of the form of heliosphere and its role on the annual variations of galactic cosmic rays | p. 13 |
| ADX algorithm : a brief description of a rule based classifier | p. 19 |
| Query selectivity estimation via data mining | p. 29 |
| Exploiting sensitivity analysis in Bayesian networks for customer satisfaction study | p. 39 |
| On admissible substitutions in classical and intuitionistic sequent logics | p. 49 |
| On learning of sunspot classification | p. 59 |
| Testing microarray analysis methods with semi-synthetic data | p. 69 |
| A new algorithm to build consolidated trees : study of the error rate and steadiness | p. 79 |
| Mining texts by association rules discovery in a technical corpus | p. 89 |
| A hybrid approach to a classification problem | p. 99 |
| Confusion matrix visualization | p. 107 |
| Independent component analysis for filtration in data mining | p. 117 |
| State assignment by evolutionary algorithms | p. 129 |
| Coevolutionary feature construction for transformation of representation of machine learners | p. 139 |
| Theory of collective intelligence provides formal relations between intelligence, life, and evolution | p. 151 |
| Application of evolutionary computing to conformational analysis | p. 161 |
| A novel genetic algorithm based on multi-agents systems | p. 169 |
| Learning reversible categorial grammars from structures | p. 181 |
| An approach to computational morphology | p. 191 |
| Semi-incremental addition of strings to a cyclic finite automation | p. 201 |
| Semi-automatic stemmer evaluation | p. 209 |
| Development of a pediatric text-corpus for part-of-speech tagging | p. 219 |
| Information extraction for Polish using the SProUT platform | p. 227 |
| Towards the design of a syntactico-semantic lexicon for Polish | p. 237 |
| Automatic utterance boundaries recognition in larger Polish text corpora | p. 247 |
| A flexible rule compiler for speech synthesis | p. 257 |
| A practical application of morphological analysis of Polish | p. 267 |
| On-line thematic and metadata analysis of document collection | p. 279 |
| Analysis of priority and partitioning effects on web crawling performance | p. 287 |
| Dynamization in IR systems | p. 297 |
| An enhanced semantic indexing implementation for conceptual information retrieval | p. 311 |
| Towards a more realistic web graph model | p. 321 |
| Ontology as a definition of meaning | p. 331 |
| Text categorization using learning vector quantization algorithm | p. 341 |
| Semantic web services in L2L | p. 349 |
| Lingo : search results clustering algorithm based on singular value decomposition | p. 359 |
| Conceptual clustering using lingo algorithm : evaluation on open directory project data | p. 369 |
| What can be learned from previously answered questions? : a corpus-based approach to question answering | p. 379 |
| Extensions of PageRank. The RBS algorithm | p. 389 |
| Visualizing large data by the SOM and GTM methods - what are we obtaining | p. 399 |
| AntSearch - a new search algorithm | p. 404 |
| Trigram morphosyntactic tagger for Polish | p. 409 |
| Natural language processing using generative indirect dependency grammar | p. 414 |
| Automatic text clustering in the Polish language | p. 419 |
| The impact of NLP techniques in the multilabel text classification problem | p. 424 |
| Cluster analysis of named entities | p. 429 |
| Indexing object propagation in large systems | p. 434 |
| Intelligent resources search in virtual libraries | p. 439 |
| A syntactical analysis of anaphora in the Polsyn parser | p. 444 |
| Genetic algorithm as an attributes selection tool for learning algorithms | p. 449 |
| IBIS : a new evolutionary algorithm for timetable problem | p. 454 |
| Tree-based algorithm for discovering extended action-rules (system DEAR2) | p. 459 |
| Semantic representation of English phrasal verbs | p. 465 |
| An algorithm of knowledge extraction from trained neural networks | p. 470 |
| Document ontology discovery tool | p. 475 |
| Rule-based and statistical approaches to morpho-syntactic tagging of German | p. 483 |
| Phonotactics in inductive logic programming | p. 493 |
| A hybrid approach to semantic Web services discovery | p. 505 |
| Discovering logical structures in digital documents | p. 513 |
| Email classification with temporal features | p. 523 |
| Rule discovery by axes-driven hyperplanes construction | p. 535 |
| Scalable methods of discovering rough sets reducts | p. 547 |
| Incorporation of quantitative knowledge into genetic information systems | p. 557 |
| Exchange of knowledge and learning in default reasoning based agent systems | p. 565 |
| Automatic understanding of signals | p. 577 |
| Automatic understanding of ECG signal | p. 591 |
| Picture languages in cognitive approach to medical visualization understanding | p. 599 |
| Automatic understanding of speech pathology | p. 609 |
| Application of zernike moments, independent component analysis, and rough and fuzzy classifier for hand-written character recognition | p. 623 |
| Input preprocessing for neural feedforward architecture | p. 633 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
ISBN: 9783540213314
ISBN-10: 3540213317
Series: Advances in Intelligent and Soft Computing
Audience:
Professional
Format:
Paperback
Language:
English
Number Of Pages: 656
Published: 1st June 2004
Dimensions (cm): 23.4 x 15.6
x 3.3
Weight (kg): 0.903
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