Deviation and Association Patterns for Subgroup Mining in Temporal, Spatial, and Textual Data Bases

The paradox of the heap of grains in respect to roughness, fuzziness, and negligibility p. 19 Rough sets-what are they about? p. 24 Reasoning about data-a rough set perspective p. 25 Information granulation and its centrality in human and machine intelligence p. 35 Classification strategies using certain and possible rules p. 37 Well-behaviored operations for approximate sets p. 45 Searching for frequential reducts in decision tables with uncertain objects p. 52 A new rough set approach to multicriteria and multiattribute classification p. 60 A heuristic method of model choice for nonlinear regression p. 68 How a new statistical infrastructure induced a new computing trend in data analysis p. 75 Some remarks on networks of parallel language processors p. 83 Molecular computation for genetic algorithms p. 91 Marcus contextual languages and their cut-and-paste properties p. 99 Contextual multilanguages: a learning method p. 107 On recognition of words from languages generated by linear grammars with one nonterminal symbol p. 111 Approximation spaces and definability for incomplete information systems p. 115 Intrinsic co-Heyting boundaries and information incompleteness in rough set analysis p. 123 Multifunctions as approximation operations in generalized approximation spaces p. 131 Preimage relations and their matrices p. 139 Cellular neural networks for navigation of a mobile robot p. 147 The Takagi-Sugeno fuzzy model identification method of parameter varying systems p. 155 Sensing of arc length and wire extension using neural network in robotic welding p. 163 Traffic signal control using multi-layered fuzzy control p. 171 Approximation region-based decision tables p. 178 A model of RSDM implementation p. 186 Handling queries in incomplete CKBS through knowledge discovery p. 194 Learning logical descriptions for document understanding: a rough sets-based approach p. 202 Integrating KDD algorithms and RDBMS code p. 210 Fast discovery of representative association rules p. 214 Rough classifiers sensitive to costs varying from object to object p. 222 Soft techniques to data mining p. 231 Business process understanding: mining many datasets p. 239 A genetic algorithm for switchbox routing problem p. 247 On the benefits of random memorizing in local evolutionary search p. 255 An application of genetic algorithms to floorplanning of VLSI p. 263 Learning with delayed rewards in ant systems for the job-shop scheduling problem p. 271