Intelligent Information Processing And Web Mining

by Klopotek, Mieczyslaw A.; Wierzchon, Slawomir T.; Trojanowski, Krzysztof

• ISBN13: 9783540335207
• ISBN10: 354033520X
• Format: Paperback
• Copyright: 2006-07-15
• Publisher: Springer-Verlag New York Inc

Summary

This volume contains selected papers, presented at the international conference on Intelligent Information Processing and Web Mining Conference IIS:IIPWM'06, organized in Ustro« (Poland) on June 19-22nd, 2006. The submitted papers cover new computing paradigms, among others in biologically motivated methods, advanced data analysis, new machine learning paradigms, natural language processing, new optimization technologies, applied data mining using statistical and non-standard approaches. The papers give an overview over a wide range of applications for intelligent systems: in operating systems design, in network security, for information extraction from multimedia (sound, graphics), in financial market analysis, in medicine, in geo-science, etc. This volume of VI IIS:IIPWM'06 Proceeding will be a valuable reference work in further research for computer scientists, mathematicians, engineers, logicians and other interested researchers who find excitement in advancing the area of intelligent systems.

Table of Contents

Part I. Regular Sessions: Artificial Immune Systems
Comparing Energetic and Immunological Selection in Agent-Based Evolutionary Optimization	3	(8)
Aleksander Byrski, Marek Kisiel-Dorohinicki
An Immunological and an Ethically-social Approach to Security Mechanisms in a Multiagent System	11	(10)
Krzysztof Cetnarowicz, Renata Cieciwa, Gabriel Rojek
Randomized Dynamic Generation of Selected Melanocytic Skin Lesion Features	21	(10)
Zdzislaw S. Hippe, Jerzy W. Grzymala-Busse, L. Piatek
Controlling Spam: Immunity-based Approach	31	(10)
Konrad Kawecki, Franciszek Seredynski, Marek Pilski
A Comparison of Clonal Selection Based Algorithms for Non-Stationary Optimisation Tasks	41	(14)
Krzysztof Trojanowski, Slawomir T. Wierzchon
Part II. Regular Sessions: Evolutionary Methods
On Asymptotic Behaviour of a Simple Genetic Algorithm	55	(10)
Witold Kosinski, Stefan Kotowski, Jolanta Socala
Evolutionary Algorithm of Radial Basis Function Neural Networks and Its Application in Face Recognition	65	(10)
Jianyu Li, Xianglin Huang, Rui Li, Shuzhong Yang, Yingjian Qi
GAVis System Supporting Visualization, Analysis and Solving Combinatorial Optimization Problems Using Evolutionary Algorithms	75	(12)
Piotr Switalski, Franciszek Seredynski, Przemyslaw Hertel
Part III. Regular Sessions: Computational Linguistics
Gazetteer Compression Technique Based on Substructure Recognition	87	(10)
Jan Daciuk, Jakub Piskorski
WFT – Context-Sensitive Speech Signal Representation	97	(12)
Jakub Galka, Michal Kepinski
Part IV. Regular Sessions: Web Technologies
Adaptive Document Maps	109	(12)
Krzysztof Ciesielski, Michal Draminski, Mieczyslaw A. Klopotek, Dariusz Czerski, Slawomir T. Wierzchon
Faster Frequent Pattern Mining from the Semantic Web	121	(10)
Joanna Jozefowska, Agnieszka Lawrynowicz, Tornasz Lukaszewski
Collective Behaviour of Cellular Automata Rules and Symmetric Key Cryptography	131	(12)
Miroslaw Szaban, Franciszek Seredynski, Pascal Bouvry
Part V. Regular Sessions: Foundations of Knowledge Discovery
Experiments on Data with Three Interpretations of Missing Attribute Values—A Rough Set Approach	143	(10)
Jerzy W. Grzymala-Busse, Steven Santoso
Tableaux Method with Free Variables for Intuitionistic Logic	153	(10)
Boris Konev, Alexander Lyaletski
A Similarity Measure between Tandem Duplication Trees	163	(10)
Jakub Koperwas, Krzysztof Walczak
Finding Optimal Decision Trees	173	(10)
Petr Máša, Tomáš Kocka
Attribute Number Reduction Process and Nearest Neighbor Methods in Machine Learning	183	(6)
Aleksander Sokolowski, Anna Gladysz
The Use of Compound Attributes in AQ Learning	189	(12)
Janusz Wojtusiak, Ryszard S. Michalski
Part VI. Regular Sessions: Statistical Methods in Knowledge Discovery
Residuals for Two-Way Contingency Tables, Especially Those Computed for Multiresponces	201	(10)
Guillermo Bali Ch., Dariusz Czerski, Mieczyslaw A. Klopotek, Andrzej Matuszewski
Visualizing Latent Structures in Grade Correspondence Cluster Analysis and Generalized Association Plots	211	(10)
Wieslaw Szczesny, Marek Wiech
Converting a Naive Bayes Model into a Set of Rules	221	(12)
Bartlomiej Sniezynski
Part VII. Regular Sessions: Knowledge Discovery in Applications
Improving Quality of Agglomerative Scheduling in Concurrent Processing of Frequent Itemset Queries	233	(10)
Pawel Boinski, Konrad Jozwiak, Marek Wojciechowski, Maciej Zakrzewicz
Analysis of the Structure of Online Marketplace Graph	243	(10)
Andrzej Dominik, Jacek Wojciechowski
Trademark Retrieval in the Presence of Occlusion	253	(10)
Dariusz Frejlichowski
On Allocating Limited Sampling Resources Using a Learning Automata-based Solution to the Fractional Knapsack Problem	263	(10)
Ole-Christoffer Granmo, B. John Oommen
Learning Symbolic User Models for Intrusion Detection: A Method and Initial Results	273	(14)
Ryszard S. Michalski, Kenneth A. Kaufman, Jaroslaw Pietrzykowski, Bartlomiej Snieiynski, Janusz Wojtusiak
Multichannel Color Image Watermarking Using PCA Eigenimages	287	(10)
Kazuyoshi Miyara, Thai Duy Hien, Hanane Harrak, Yasunori Nagata, Zensho Nakao
Developing a Model Agent-based Airline Ticket Auctioning System	297	(10)
Mladenka Vukmirovic, Maria Ganzha, Marcin Paprzycki
Multi-Label Classification of Emotions in Music	307	(10)
Alicja Wieczorkowska, Piotr Synak, Zbigniew W. Ras
Wrapper Maintenance for Web-Data Extraction Based on Pages Features	317	(12)
Shunxian Zhou, Yaping Lin, Jingpu Wang, Xiaolin Yang
Part VIII. Poster Session
Parsing Polish as a Context-Free Language	329	(6)
Stanislaw Galus
MAPa: a Language for Modelling Conversations in Agent Environments	335	(6)
Maria Adela Grando, Christopher D. Walton
Definiteness of Polish Noun Phrases Modified by Relative Clauses in the DRT Framework	341	(6)
Elibieta Hajnicz
DCT Watermarking Optimization by Genetic Programming	347	(6)
Hanane Harrak, Thai Duy Hien, Yasunori Nagata, Zensho Nakao
Searching Text Corpora with grep	353	(6)
Tomasz Obrebski
Network Traffic Analysis Using Immunological and Evolutionary Paradigms	359	(6)
Marek Ostaszewski, Franciszek Seredynski, Pascal Bouvry
Event Detection in Financial Time Series by Immune-Based Approach	365	(6)
Tomasz Pelech, Jan T. Duda
Automation of Communication and Co-operation Processes in Marine Navigation	371	(6)
Zbigniew Pietrzykowski, Jaroslaw Chomski, Janusz Magaj, Grzeorz Niemczyk
Predictive Analysis of the pO2 Blood Gasometry Parameter Related to the Infants Respiration Insufficiency	377	(6)
Wieslaw Wajs, Mariusz Swiecicki„ Piotr Wais, Hubert Wojtowicz, Pawel Janik, Leszek Nowak
Application of Fuzzy Logic Theory to Geoid Height Determination	383	(8)
Mehmet Yilmaz, Mustafa Acar, Tevfik Ersoy Arslan
Part IX. Invited Session: Knowledge Base Systems
On Greedy Algorithms with Weights for Construction of Partial Covers	391	(6)
Mikhail Ju. Moshkov, Marcin Piliszczuk„ Beata Zielosko
Minimal Templates Problem	397	(6)
Barbara Marszal-Paszek, Piotr Paszek
The Inference Processes on Clustered Rules	403	(10)
Agnieszka Nowak, Alicja Wakulicz-Deja
Extending Decision Units Conception Using Petri Nets	413	(8)
Roman Siminski
Towards Modular Representation of Knowledge Base	421	(8)
Agnieszka Nowak, Roman Siminski, Alicja Wakulicz-Deja
Lazy Learning of Agent in Dynamic Environment	429	(8)
Wojciech Froelich
Artificial Neural Network Resistance to Incomplete Data	437	(10)
Magdalena Alicja Tkacz
Part X. Invited Session: Applications of Artificial Immune Systems
Generalization Regions in Hamming Negative Selection	447	(10)
Thomas Stibor, Jonathan Timmis, Claudia Eckert
How Can We Simulate Something As Complex As the Immune System?	457	(10)
Simon Garrett, Martin Robbins
A Parallel Immune Algorithm for Global Optimization	467	(12)
Vincenzo Cutello, Giuseppe Nicosia, Emilio Pavia
Part XI. Invited Session: Data Mining – Algorithms and Applications
Data Mining Approach to Classification of Archaeological Aerial Photographs	479	(10)
Lukasz Kobylinski, Krzysztof Walczak
Hierarchical Document Clustering Using Frequent Closed Sets	489	(10)
Marzena Kryszkiewicz, Lukasz Skonieczny
Mining Spatial Association Rules with no Distance Parameter	499	(12)
Robert Bembenik, Henryk Rybinski
Part XII. Invited Session: Fundamental Tools for the Lexical and Morphosyntactic Processing of Polish
Morfeusz a Practical Tool for the Morphological Analysis of Polish	511	(10)
Marcia Wolinski
Domain—Driven Automatic Spelling Correction for Mammography Reports	521	(10)
Agnieszka Mykwiecka, Malgorzata Marciniak
Reductionistic, Tree and Rule Based Tagger for Polish	531	(10)
Maciej Piasecki, Grzegorz Godlewski
Index of Authors	541