Advances in Machine Learning II 2010

Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk (Eds.): Advances in Machine Learning II, Dedicated to the Memory of Professor Ryszard S. Michalski. Studies in Computational Intelligence Vol. 263 Springer 2010, ISBN 978-3-642-05178-4

General Issues

Witold Pedrycz:
Knowledge-Oriented and Distributed Unsupervised Learning for Concept Elicitation. 3-21
Andrzej Skowron, Marcin S. Szczuka:
Toward Interactive Computations: A Rough-Granular Approach. 23-42
Stan Matwin, Tomasz Szapiro:
Data Privacy: From Technology to Economics. 43-74
Phillipa M. Avery, Zbigniew Michalewicz:
Adapting to Human Gamers Using Coevolution. 75-100
Mirsad Hadzikadic, Min Sun:
Wisdom of Crowds in the Prisoner's Dilemma Context. 101-118

Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Towards Multistrategic Statistical Relational Learning. 121-142
Luc De Raedt:
About Knowledge and Inference in Logical and Relational Learning. 143-153
Marta Franová, Yves Kodratoff:
Two Examples of Computational Creativity: ILP Multiple Predicate Synthesis and the 'Assets' in Theorem Proving. 155-173
Jan Rauch:
Logical Aspects of the Measures of Interestingness of Association Rules. 175-203

Katharina Morik, Michael Wurst:
Clustering the Web 2.0. 207-223
Miroslav Kubat, Kanoksri Sarinnapakorn, Sareewan Dendamrongvit:
Induction in Multi-Label Text Classification Domains. 225-244
Boris Mirkin, Susana Nascimento, Luís Moniz Pereira:
Cluster-Lift Method for Mapping Research Activities over a Concept Tree. 245-257
Marzena Kryszkiewicz, Henryk Rybinski, Katarzyna Cichon:
On Concise Representations of Frequent Patterns Admitting Negation. 259-289

Derek H. Sleeman, Andy Aiken, Laura Moss, John Kinsella, Malcolm Sim:
A System to Detect Inconsistencies between a Domain Expert's Different Perspectives on (Classification) Tasks. 293-314
Eduardo Rodrigues Gomes, Ryszard Kowalczyk:
The Dynamics of Multiagent Q-Learning in Commodity Market Resource Allocation. 315-349
Christian Borgelt:
Simple Algorithms for Frequent Item Set Mining. 351-369
Michal Draminski, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski:
Monte Carlo Feature Selection and Interdependency Discovery in Supervised Classification. 371-385
Halina Kwasnicka, Mariusz Paradowski:
Machine Learning Methods in Automatic Image Annotation. 387-411

Nikola Kasabov:
Integrative Probabilistic Evolving Spiking Neural Networks Utilising Quantum Inspired Evolutionary Algorithm: A Computational Framework. 415-425
Boris Kryzhanovsky, Vladimir Kryzhanovsky, Leonid B. Litinskii:
Machine Learning in Vector Models of Neural Networks. 427-443
Hongbo Liu, Ajith Abraham, Benxian Yue:
Nature Inspired Multi-Swarm Heuristics for Multi-Knowledge Extraction. 445-466
Tomasz Maszczyk, Marek Grochowski, Wlodzislaw Duch:
Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks. 467-484
Vladimir A. Golovko, Sergei V. Bezobrazov, Pavel Kachurka, Leanid U. Vaitsekhovich:
Neural Network and Artificial Immune Systems for Malware and Network Intrusion Detection. 485-513
Alexander O. Tarakanov:
Immunocomputing for Speaker Recognition. 515-529