Intelligent Information Processing and Web Mining,9783540008439

Intelligent Information Processing and Web Mining

by ; ; ;
ISBN13: 9783540008439
ISBN10: 3540008438
Format: Paperback
Pub. Date: 2003-07-01
Publisher(s): Springer Nature
List Price: $249.99

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Summary

This edited book contains articles accepted for presentation during The Intelligent Information Processing and Web Mining Conference IIS:IIPWM´03 held in Zakopane, Poland, on June 2-5, 2003. A lot of attention is devoted to the newest developments in the area of Artificial Intelligence with special calls for contributions on artificial immune systems and search engines. This book will be a valuable source for further research in the fields of data mining, intelligent information processing, immunogenetics, machine learning, or language processing for search engines.

Table of Contents

Part I. Immunogenetics
Model of the Immune System to Handle Constraints in Evolutionary Algorithm for Pareto Task Assignments
3(10)
Jerzy Balicki, Zygmunt Kitowski
Function Optimization with Coevolutionary Algorithms
13(10)
Franciszek Seredynski, Albert Y. Zomaya, Pascal Bouvry
Studying Properties of Multipopulation Heuristic Approach to Non-Stationary Optimisation Tasks
23(10)
Krzysztof Trojanowski, Slawomir T. Wierzchon
An Immune-based Approach to Document Classification
33(26)
Jamie Twycross, Steve Cayzer
Part II. Recommenders and Text Classifiers
Entish: Agent Communication Language for Service
Stanislaw Ambroszkiewicz
Automated Classification of Web Documents into a Hierarchy of Categories
59(10)
Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba
Extraction of User Profiles by Discovering Preferences through Machine Learning
69(10)
Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Fabio Abbattista
Safer Decisions Against A Dynamic Opponent
79(8)
Wojciech Jamroga
Bayesian Nets for Recommender Systems
87(10)
Mieczyslaw A. Klopotek, Slawomir T. Wierzchon
Implementing Adaptive User Interface for Web Applications
97(8)
Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz, Piotr Dachtera, Piotr Jurga
Web-based Intelligent Tutoring System with Strategy Selection Using Consensus Methods
105(6)
Janusz Sobecki, Krzysztof Morel, Tomasz Bednarczuk
Discovering Company Descriptions on the Web by Multiway Analysis
111(10)
Vojtéch Svátek, Petr Berka, Martin Kavalec, Jiri Kosek, Vladimir Vávra
Part III. Natural Language Processing for Search Engines and Other Web Applications
Passage Extraction in Geographical Documents
121(10)
F. Bilhaut, T. Chamois, P. Enjalbert, Y. Mathet
Morphological Categorization Attribute Value Trees and XML
131(8)
Stefan Diaconescu
Towards a Framework Design of a Retrieval Document System Based on Rhetorical Structure Theory and Cue Phrases
139(10)
Kamel Haouam, Ameur Touir, Farhi Marir
Adaptive Translation between User's Vocabulary and Internet Queries
149(10)
Agnieszka Indyka-Piasecka, Maciej Piasecki
Aspect Assignment in a Knowledge-based English-Polish Machine Translation System
159(10)
Anna Kupsc
An Approach to Rapid Development of Machine Translation System for Internet
169(10)
Marek Labuzek, Maciej Piasecki
Hierarchical Clustering of Text Corpora Using Suffix Trees
179(10)
Irmina Maslowska, Roman Slowinski
Semantic Indexing for Intelligent Browsing of Distributed Data
189(10)
M. Ouziri, C. Verdier, A. Flory
An Improved Algorithm on Word Sense Disambiguation
199(10)
Gabriela Serban, Doina Tätar
Web Search Results Clustering in Polish: Experimental Evaluation of Carrot
209(12)
Dawid Weiss, Jerzy Stefanowski
Part IV. Data Mining and Machine Learning Technologies
A Hybrid Genetic Algorithm - Decision Tree Classifier
221(12)
Abdel-Badeeh M. Salem, Abeer M. Mahmoud
Optimization of the ABCD Formula Used for Melanoma Diagnosis
233(8)
Alison Alvarez, Stanislaw Bajcar, Frank M. Brown, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
An Instance Reduction Algorithm for Supervised Learning
241(10)
Ireneusz Czarnowski, Piotr Jedrzejowicz
Dependence of Two Multiresponse Variables: Importance of The Counting Method
251(10)
Guillermo Bali Ch., Andrzej Matuszewski, Mieczyslaw A. Klopotek
On Effectiveness of Pre-processing by Clustering in Prediction of C.E. Technological Data with ANNs
261(6)
Janusz Kasperkiewicz, Dariusz Alterman
The Development of the Inductive Database System VINLEN: A Review of Current Research
267(10)
Kenneth A. Kaufman, Ryszard S. Michalski
Automatic Classification of Executable Code for Computer Virus Detection
277(8)
Pawel Kierski, Michal Okoniewski, Piotr Gawrysiak
Heuristic Search for an Optimal Architecture of a Locally Reccurent Neural Network
285(8)
Andrzej Obuchowicz, Krzysztof Patan
Discovering Extended Action-Rules (System DEAR)
293(8)
Zbigniew W. Ras, Li-Shiang Tsay
Discovering Semantic Inconsistencies to Improve Action Rules Mining
301(10)
Zbigniew W. Ras, Angelina A. Tzacheva
Incremental Rule Induction for Multicriteria and Multiattribute Classification
311(10)
Jerzy Stefanowski, Marcin Zurawski
Statistical and Neural Network Forecasts of Apparel Sales
321(10)
Les M. Sztandera, Celia Frank, Ashish Garg, Amar Raheja
Mining Knowledge About Process Control in Industrial Databases
331(10)
Robert Szulim, Wójciech Moczulski
Acquisition of Vehicle Control Algorithms
341(12)
Shang Fulian, Wojciech Ziarko
Part V. Logics for Artificial Intelligence
Algebraic Operations on Fuzzy Numbers
353(10)
Witold Kosinskz, Piotr Prokopowicz, Dominik Slezak
Dual Resolution for Logical Reduction of Granular Tables
363(10)
Antoni Ligeza
Computer-Oriented Sequent Inferring without Preliminary Skolemization
373(10)
Alexander Lyaletski
Converting Association Rules into Natural Language - an Attempt
383(10)
Petr Strossa, Jan Rauch
Proof Searching Algorithm for the Logic of Plausible Reasoning
393(8)
Bartlomiéj Sniezynski
Part VI. Time Dimension in Data Mining
Collective Intelligence from a Population of Evolving Neural Networks
401(10)
Aleksander Byrski, Marek Kisiel-Dorohinicki
Taming Surprises
411(12)
Zbigniew R. Struzik
Problems with Automatic Classification of Musical Sounds
423(8)
Alicja A. Wieczorkowska, Jakub Wróblewski, Dominik Slezak, Piotr Synale
Discovering Dependencies in Sound Descriptors
431(10)
Alicja A. Wieczorkowska, Jan M. Zytkou
Part VII. Invited Session: Information Extraction and Web Mining by Machine
Intelligent Systems and Information Extraction - True and Applicative
441(10)
Matjaz Gams
Ontology-based Text Document Clustering
451(2)
Steffen Staab, Andreas Hottio
Ontology Learning from Text: Tasks and Challenges for Machine Learning
453(6)
Jörg-Uwe Kietz
Part VIII. Invited Session: Web Services and Ontologies
Caching Dynamic Data for E-Business Applications
459(8)
Mehregan Mahdavi, Boualem Benatallah, Fethi Rabhi
A Contextual Language Approach for Multirepresentation Ontologies
467(10)
Djamal Benslimane, Ahmed Arara, Christelle Vangenot, Kokou Yetongnon
An Ontology-based Mediation Architecture for E-commerce Applications
477(12)
O. Corcho, A. Gomez-Perez, A. Leger, C. Rey, F. Toumani
Part IX. Invited Session: Reasoning in AI
On generalized quantifiers, finite sets and data mining
489(10)
Petr Hajek
Part X. Invited Session: AI Applications in Medicine
MLEM2-Discretization During Rule Induction
499(12)
Jerzy W. Grzymala-Busse
Part XI. Short Contributions
A Hybrid Model Approach to Artificial Intelligence
511(10)
Kevin Deeb, Ricardo Jimenez
Applying Transition Networks in Translating Polish E-Mails
521(8)
Krzysztof Jassem, Filip Gralinski, Tomasz Kowalski
Link Recommendation Method Based on Web Content and Usage Mining
529(6)
Przemyslaw Kazienko, Maciej Kiewra
Conceptual Modeling of Concurrent Information Systems with General Morphisms of Petri Nets
535(6)
Boleslaw Mikolajczak, Zuyan Wang
Reliability of the Navigational Data
541(6)
Marek Przyborski, Jerzy Pyrchla
Evaluation of Authorization with Delegation and Negation
547(6)
Chun Ruan, Vijay Varadharajan, Yan Zhang
Decision Units as a Tool for Rule Base Modeling and Verification
553(4)
Roman Siminski, Alicja Wakulicz-Deja
Advantages of Deploying Web Technology in Warfare Simulation System
557(6)
Zbigniew Swigtnicki, Radoslaw Semklo
Knowledge Management and Data Classification in Pellucid
563(6)
Dang T.-Tung, Hluchy L., Nguyen T. Giang, Budinska I., Balogh Z., Laclavik M.
A Representation of Relational Systems
569(6)
Jacek Waldmajer
Concept of the Knowledge Quality Management for Rule-Based Decision System
575
Michal Wozniak

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