Kłopotek, Mieczysław A.

Intelligent Information Processing and Web Mining

Kłopotek, Mieczysław A. - Intelligent Information Processing and Web Mining, e-kirja


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ISBN: 9783540323921

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Table of contents

Part I. Regular Sessions: Knowledge Discovery and Exploration

1. Feature Extraction by the SCoTLASS: An Illustrative Example
Anna Bartkowiak, Nickolay T. Trendafilov

2. Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach
Petr Berka, Vladimír Laš, Tomáš Kocka

3. Family of Instance Reduction Algorithms Versus Other Approaches
Ireneusz Czarnowski, Piotr Jedrzejowicz

4. Minimum Spanning Trees Displaying Semantic Similarity
Wlodzislaw Duch, Pawel Matykiewicz

5. Concept Description Vectors and the 20 Question Game
Wlodzislaw Duch, Julian Szymanski, Tomasz Sarnatowicz

6. Automatic Scripts Retrieval and Its Possibilities for Social Sciences Support Applications
Yali Ge, Rafal Rzepka, Kenji Araki

7. The Analysis of the Unlabeled Samples of the Iron Age Glass Data
Karol Grudzinski, Maciej Karwowski

8. Discriminant versus Strong Rule Sets
Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse, Jay Hamilton

9. IDARM — Mining of Indirect Association Rules
Przemyslaw Kazienko

10. Building a Concept Hierarchy from a Distance Matrix
Huang-Cheng Kuo, Jen-Peng Huang

11. Literal Trees and Resolution Technique
Alexander Lyaletski, Alexander Letichevsky, Oleksandr Kalinovskyy

12. Rough Classification Used for Learning Scenario Determination in Intelligent Learning System
Ngoc Thanh Nguyen, Janusz Sobecki

13. Rough Ethograms: Study of Intelligent System Behavior
James F. Peters, Christopher Henry, Sheela Ramanna

14. Automatic Knowledge Retrieval from the Web
Marcin Skowron, Kenji Araki

15. Knowledge Visualization Using Optimized General Logic Diagrams
Bartlomiej Sniezynski, Robert Szymacha, Ryszard S. Michalski

16. Efficient Processing of Frequent Itemset Queries Using a Collection of Materialized Views
Marek Wojciechowski, Maciej Zakrzewicz

Part II. Regular Sessions: Computational Linguistics

17. GramCat and GramEsp: two grammars for chunking
Montserrat Civit, M. Antònia Martí

18. Dynamic Perfect Hashing with Finite-State Automata
Jan Daciuk, Denis Maurel, Agata Savary

19. Dictionary-Based Part-of-Speech Tagging of Polish
Stanislaw Galus

20. Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags
Teresa Gonçalves, Paulo Quaresma

21. A Neural Network Based Morphological Analyser of the Natural Language
Piotr Jedrzejowicz, Jakub Strychowski

22. An Oracle Grammar-Rule Learning Based on Syntactic Knowledge
Minghu Jiang, Huiying Cai, Dafan Liu, Junzhen Wang

23. Speech Interface for Internet Service “Yellow Pages”
Alexey Karpov, Andrey Ronzhin

24. Automatic Information Classifier Using Rhetorical Structure Theory
Hassan Mathkour, Ameur Touir, Waleed Al-Sanie

25. Rule-Based Medical Content Extraction and Classification
Agnieszka Mykowiecka, Anna Kupsc, Malgorzata Marciniak

26. A Rule-Based Tagger for Polish Based on Genetic Algorithm
Maciej Piasecki, Bartlomiej Gawel

Part III. Regular Sessions: Search Engines

27. On Some Clustering Algorithms for Document Maps Creation
Krzysztof Ciesielski, Michal Draminski, Mieczyslaw A. Klopotek, Mariusz Kujawiak, Slawomir T. Wierzchon

28. Filtering Web Documents for a Thematic Warehouse Case Study: eDot a Food Risk Data Warehouse (extended)
Amar-Djalil Mezaour

29. Data Merging in Life Science Data Integration Systems
Tadeusz Pankowski, Ela Hunt

30. Approximation Quality of the RBS Ranking Algorithm
Marcin Sydow

Part IV. Regular Sessions: Biologically Motivated Algorithms and Systems

31. Effects of Versatile Crossover and Mutation Operators on Evolutionary Search in Partition and Permutation Problems
Zbigniew Kokosinski

32. Global Induction of Oblique Decision Trees: An Evolutionary Approach
Marek Kretowski, Marek Grzes

33. Nature-Inspired Algorithms for the TSP
Jaroslaw Skaruz, Franciszek Seredynski, Michal Gamus

34. Graph-Based Analysis of Evolutionary Algorithm
Zbigniew Walczak

Part V. Regular Sessions: Statistical and Database Methods in AI

35. Probability of Misclassification in Bayesian Hierarchical Classifier
Robert Burduk

36. A study on Monte Carlo Gene Screening
Michal Draminski, Jacek Koronacki, Jan Komorowski

37. Spatial Telemetric Data Warehouse Balancing Algorithm in Oracle9i/Java Environment
Marcin Gorawski, Robert Chechelski

38. Comparison of Efficiency of Some Updating Schemes on Bayesian Networks
Tomasz Lukaszewski

39. Analysis of the Statistical Characteristics in Mining of Frequent Sequences
Romanas Tumasonis, Gintautas Dzemyda

40. PCA and ICA Methods for Prediction Results Enhancement
Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zobkowski

41. Creating Reliable Database for Experiments on Extracting Emotions from Music
Alicja Wieczorkowska, Piotr Synak, Rory Lewis, Zbigniew Ras

Part VI. Poster Session

42. You Must Be Cautious While Looking For Patterns With Multiresponse Questionnaire Data
Guillermo Ch Bali, Dariusz Czerski, Mieczyslaw Klopotek, Andrzej Matuszewski

43. Immunological Selection Mechanism in Agent-Based Evolutionary Computation
Aleksander Byrski, Marek Kisiel-Dorohinicki

44. Unfavorable Behavior Detection in Real World Systems Using the Multiagent System
Krzysztof Cetnarowicz, Renata Cieciwa, Edward Nawarecki, Gabriel Rojek

45. Intelligent Navigation in Documents Sets Comparative Study
Maciej Czyzowicz

46. Assessing Information Heard on the Radio
Antoni Diller

47. Belief Rules vs. Decision Rules: A Preliminary Appraisal of the Problem
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek

48. iMatch — A New Matchmaker For Large Scale Agent Applications
Ashwin Bhat Gurpur

49. Machine Learning and Statistical MAP Methods
Mark Kon, Leszek Plaskota, Andrzej Przybyszewski

50. Autocovariance Based Weighting Strategy for Time Series Prediction with Weighted LS-SVM
Pawel Majewski

51. Workflow Mining Alpha Algorithm — A Complexity Study
Boleslaw Mikolajczak, Jian-Lun Chen

52. Recommendation Rules — a Data Mining Tool to Enhance Business-to-Customer Communication in Web Applications
Mikolaj Morzy

53. Feasibility Studies of Quality of Knowledge Mined from Multiple Secondary Sources
Wieslaw Paja, Zdzislaw S. Hippe

54. Modern Metaheuristics for Function Optimization Problem
Marek Pilski, Pascal Bouvry, Franciszek Seredynski

55. Property Driven Mining in Workflow Logs
Ella E. Roubtsova

56. Logical Design with Molecular Components
Filomena Santis, Gennaro Iaccarino

57. A New Programming Interface for Reinforcement Learning Simulations
Gabriela Serban

58. Anomaly Detection System for Network Security: Immunity-based Approach
Franciszek Seredynski, Pascal Bouvry, Dawid R. Rutkowski

59. Importance of TDS Attribute in Computer Assisted Classification of Melanocytic Skin Lesions
Aleksander Sokolowski

60. A Rules-to-Trees Conversion in the Inductive Database System VINLEN
Tomasz Szydlo, Bartlomiej Sniezynski, Ryszard S. Michalski

Part VII. Invited Session: Syntactic Parsing and Machine Learning

61. Deep Parser for Free English Texts Based on Machine Learning with Limited Resources
Marek Labuzek, Maciej Piasecki

62. Baseline Experiments in the Extraction of Polish Valence Frames
Adam Przepiórkowski, Jakub Fast

Part VIII. Invited Session: New Trends in Data Mining and Knowledge Discovery in Uncertain, Nonstationary Spatio-Temporal Data

63. Gene Expression Clustering: Dealing with the Missing Values
Alicja Gruzdz, Aleksandra Ihnatowicz, Dominik Slezak

64. Estimation the Rhythmic Salience of Sound with Association Rules and Neural Networks
Bozena Kostek, Jaroslaw Wójcik, Piotr Holonowicz

65. A Neuro-Fuzzy Classifier Based on Rough Sets
Huanglin Zeng, Roman W. Swiniarski

Part IX. Invited Session: Knowledge Base Systems

66. Evolutionary Multi-Agent Model for Knowledge Acquisition
Wojciech Froelich

67. Restricted Linear Information Systems
Mikhail Ju. Moshkov

68. The Concept of the Hierarchical Clustering Algorithms for Rules Based Systems
Agnieszka Nowak, Alicja Wakulicz-Deja

69. Petri Net and Matrix Representation of Rule Knowledge Base for Verification Task
Roman Siminski

70. Artificial Neural Networks in Incomplete Data Sets Processing
Magdalena Tkacz

71. Intelligent Data Processing in Distributed Internet Applications
Beata Zielosko, Alicja Wakulicz-Deja

Part X. Invited Session: KDD and Facial Recognition

72. Skyline with Presorting: Theory and Optimizations
Jan Chomicki, Parke Godfrey, Jarek Gryz, Dongming Liang

73. Faster Clustering with DBSCAN
Marzena Kryszkiewicz, Lukasz Skonieczny

74. Innertron: New Methodology of Facial Recognition, Part I
Rory A. Lewis, Zbigniew W. Ras

75. Innertron: New Methodology of Facial Recognition, Part II
Rory A. Lewis, Zbigniew W. Ras

76. Approximating a Set of Approximate Inclusion Dependencies
Fabien Marchi, Jean-Marc Petit

Part XI. Invited Session: Recent Developments in Bioinformatics

77. Informatic Approaches to Molecular Translation
David H. Ardell

78. An Approach to Mining Data with Continuous Decision Values
Hung Son Nguyen, Marta Luksza, Ewa Makosa, Henryk Jan Komorowski

79. Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices
Witold R. Rudnicki, Jan Komorowski

Part XII. Special Session: Artificial Immune Systems

80. Computing with Idiotypic Networks
Francisco Martins, Neva Slani


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