Intelligent Information Processing And Web Mining: Proceedings Of The International IIS : IIPWM '04 Conference Held In Zakopane, Poland, May 17-20, 2004

by Klopotek, Mieczyslaw A.

• ISBN13: 9783540213314
• ISBN10: 3540213317
• Edition: 1st
• Format: Paperback
• Copyright: 2004-06-01
• Publisher: SPRINGER

Summary

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.

Table of Contents

Part I. Regular Sessions: Machine Learning, Machine Discovery and Data Mining
Mining Spatial Association Rules	3	(10)
Robert Bembenik, Grzegorz Protaziuk
Modeling of the Form of Heliosphere and its Role on the Annual Variations of Galactic Cosmic Rays	13	(6)
Tengiz B. Botchorishvili, Marina Nebieridze
ADX Algorithm: a brief description of a rule based classifier	19	(10)
Michal Draminski
Query Selectivity Estimation via Data Mining	29	(10)
Jarek Gryz, Dongming Liang
Exploiting sensitivity analysis in Bayesian networks for customer satisfaction study	39	(10)
Waldemar Jaronski, Josée Bloemer, Koen Vanhoof, Geert Wets
On Admissible Substitutions in Classical and Intuitionistic Sequent Logics	49	(10)
Alexander Lyaletski
On Learning of Sunspot Classification	59	(10)
Trung Thanh Nguyen, Claire P. Willis, Derek J. Paddon, Hung Son Nguyen
Testing microarray analysis methods with semi-synthetic data	69	(10)
Michal Okoniewski, Bart Naudts
A new algorithm to build consolidated trees: study of the error rate and steadiness	79	(10)
Jesus Maria Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
Mining texts by association rules discovery in a technical corpus	89	(10)
Mathieu Roche, Jérôme Azé, Oriane Matte-Tailliez, Yves Kodratoff
A Hybrid Approach to a Classification Problem	99	(8)
Piotr Sapiecha, Henry Selvaraj, Jarostaw Stariczak, Krzysztof Sep, Tadeusz Luba
Confusion Matrix Visualization	107	(10)
Robert Susmaga
Independent Component Analysis for Filtration in Data Mining	117	(12)
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zgbkowski
Part II. Regular Sessions: Biologically Motivated Algorithms and Systems
State Assignment by Evolutionary Algorithms	129	(10)
Mariusz Chyzy, Witold Kosinski
Coevolutionary feature construction for transformation of representation of machine learners	139	(12)
Krzysztof Krawiec, Leszek Wtodarski
Theory of Collective Intelligence provides formal relations between Intelligence, Life, and Evolution	151	(10)
Tadeusz Szuba, Marvin Szpyrka
Application of evolutionary computing to conformational analysis	161	(8)
Aleksander Wawer, Franciszek Seredynski, Pascal Bouvry
A Novel Genetic Algorithm Based on Multi-Agent Systems	169	(12)
Weicai Zhong, Jing Liu, Licheng Jiao
Part III. Regular Sessions: Natural Language Processing
Learning reversible categorial grammars from structures	181	(10)
Jérôme Besombes, Jean-Yves Marion
An Approach to Computational Morphology	191	(10)
Janusz S. Bién
Semi-incremental Addition of Strings to a Cyclic Finite Automaton	201	(8)
Jan Daciuk
Semi-automatic stemmer evaluation	209	(10)
Leo Galambos
Development of a Pediatric Text-Corpus for Part-of-Speech Tagging	219	(8)
John Pestian, Lukasz Itert, Wlodzislaw Duch
Information Extraction for Polish Using the SProUT Platform	227	(10)
Jakub Piskorski, Peter Homola, Malgorzata Marciniak, Agnieszka Mykowiecka, Adam Przepiórkowski, Marcin Wolinski
Towards the Design of a Syntactico-Semantic Lexicon for Polish	237	(10)
Adam Przepiórkowski
Automatic utterance boundaries recognition in large Polish text corpora	247	(10)
Michal Rudolf, Marek Swidzinski
A Flexible Rule Compiler for Speech Synthesis	257	(10)
Wojciech Skut, Stefan Ulrich, Kathrine Hammervold
A Practical Application of Morphological Analysis of Polish	267	(12)
Krzysztof Szafran
Part IV. Regular Sessions: Web Mining, Web Technologies and Information Retrieval
On-line Thematic and Metadata Analysis of Document Collection	279	(8)
Mikhail Ageev, Boris Dobrov, Nikolai Makarov-Zemlyanskii
Analysis of priority and partitioning effects on web crawling performance	287	(10)
Ali Mohammad Zareh Bidoki, Mazeiar Salehie, Mohammad Azadnia
Dynamization in IR Systems	297	(14)
Leo Galambos
An Enhanced Semantic Indexing Implementation for Conceptual Information Retrieval	311	(10)
Eric Jiang
Towards a More Realistic Web Graph Model	321	(10)
Mieczyslaw A. Klopotek, Marcin Sydow
Ontology As a Definition of Meaning	331	(10)
Marek Labuzek
Text Categorization using Learning Vector Quantization Algorithm	341	(8)
M.Teresa Martin-Valdivia, Manuel Garcia-Vega, Miguel A. Garcia-Cumbreras, L. Alfonso Ureña López
Semantic Web Services in L2L	349	(10)
Marcin Okraszewski, Henryk Krawczyk
Lingo: Search Results Clustering Algorithm Based on Singular Value Decomposition	359	(10)
Stanislaw Osinski, Jerzy Stefanowski, Dawid Weiss
Conceptual Clustering Using Lingo Algorithm: Evaluation on Open Directory Project Data	369	(10)
Stanislaw Osinski, Dawid Weiss
What Can Be Learned from Previously Answered Questions? A Corpus-Based Approach to Question Answering	379	(10)
Marcin Skowron, Kenji Araki
Extensions of PageRank. The RBS Algorithm	389	(10)
Marcin Sydow
Part V. Poster Session
Visualizing large data by the SOM and GTM methods - what are we obtaining?	399	(5)
Anna Bartkowiak
Ant Search a new search algorithm	404	(5)
Urszula Boryczka
Trigram morphosyntactic tagger for Polish	409	(5)
Lukasz Debowski
Natural Language Processing Using Generative Indirect Dependency Grammar	414	(5)
Stefan Diaconescu
Automatic Text Clustering in the Polish Language	419	(5)
Marek Gajccki
The impact of NLP techniques in the multilabel text classification problem	424	(5)
Teresa Gonsalves, Paulo Quaresma
Cluster Analysis of Named Entities	429	(5)
Zornitsa Kozareva, Joaquim Silva, Pablo Gamallo, Gabriel Lopes
Indexing Object Propagation in Large Systems	434	(5)
Dariusz Krol, Artur Mozdzynski
Intelligent Resources Search in Virtual Libraries	439	(5)
Sebastian Ryszard Kruk, Henryk Krawczyk
A syntactical analysis of anaphora in the Polsyn parser	444	(5)
Slawomir Kulikow, Julia Romaniuk, Nina Suszczanska
Genetic Algorithm as an Attributes Selection Tool for Learning Algorithms	449	(5)
Halina Kwasnicka, Piotr Orski
IBIS: A New Evolutionary Algorithm for Timetable Problem	454	(5)
Pawel B. Myszkowski, Halina Kwasnicka
Tree-based Algorithm for Discovering Extended Action-Rules (System DEAR2)	459	(6)
Li-Shiang Tsay, Zbigniew W. Ras, Alieja Wieczorkowska
Semantic Representation of English Phrasal Verbs	465	(5)
Julija Televnaja, Krista Bennett, Christian Hempelmann, Katrina E. Triezenberg
An algorithm of knowledge extraction from trained neural networks	470	(5)
Tadeusz Wieczorek, Slawomir Golak
Document Ontology Discovery Tool	475	(8)
Janusz Wnek
Part VI. Invited Session: Machine Learning Techniques for Computational Linguistics
Rule-based and Statistical Approaches to Morpho-syntactic Tagging of German	483	(10)
Erhard W. Hinrichs, Julia S. Trushkina
Phonotactics in Inductive Logic Programming	493	(12)
John Nerbonne, Stasinos Konstantopoulos
Part VII. Invited Session: Knowledge Discovery
A Hybrid Approach to Semantic Web Services Discovery	505	(8)
Salirna Benbernou, Etienne Canaud, Mohand-Said Hacid, Farouk Toumani
Discovering Logical Structures in Digital Documents	513	(10)
Floriana Esposito, Stefano Ferilli, Teresa M.A. Basile, Nicola Di Mauro
Email Classification with Temporal Features	523	(12)
Svetlana Kiritchenko, Stan Matwin, Suhayya Abu-Hakima
Rule Discovery by Axes-Driven Hyperplanes Construction	535	(12)
Zbigniew W. Ras, Agnieszka Dardzinska, Xingzhen Liu
Part VIII. Invited Session: Selected issues of knowledge discovery and representation in information systems
Scalable Methods of Discovering Rough Sets Reducts	547	(10)
Marzena Kryszkiewicz, Katarzyna Cichon
Incorporation of quantitative knowledge into genetic information systems	557	(8)
Michal Okoniewski, Koen Van Leemput, Piotr Gawrysiak
Exchange of Knowledge and Learning in Default Reasoning Based Agent Systems	565	(12)
Dominik Ryzko, Henryk Rybinski
Part IX. Invited Session: Automatic Understanding of Medical Images and Other Signals
Automatic Understanding of Signals	577	(14)
Ryszard Tadeusiewicz
Automatic understanding of ECG signal	591	(8)
Piotr Augustyniak
Picture Languages in Cognitive Approach to Medical Visualization Understanding	599	(10)
Marek R. Ogiela
Automatic Understanding of Speech Pathology	609	(14)
Wieslaw Wszolek, Tadeusz Wszolek
Part X. Invited Session: New Trends in Preprocessing and Pattern Classification
Application of Zernike Moments, Independent Component Analysis, and Rough and Fuzzy Classifier for Hand-Written Character Recognition	623	(10)
Roman Swiniarski
Input preprocessing for neural feedforward architecture	633
Bartlomiej Beliczynski