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Foundations of Intelligent Systems : 11th International Symposium, Ismis'99, Warsaw, Poland, June 8-11, 1999, Proceedings - Zbigniew W. Ras

Foundations of Intelligent Systems

11th International Symposium, Ismis'99, Warsaw, Poland, June 8-11, 1999, Proceedings

By: Zbigniew W. Ras (Editor)

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Published: 12th May 1999
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This book constitutes the refereed proceedings of the 11th International Symposium on Methodologies for Intelligent Systems, ISMIS '99, held in Warsaw, Poland, in June 1999.
The 66 revised full papers presented together with five invited papers were carefully reviewed and selected from a total of 115 submissions. The volume is divided into topical sections on logics for AI, intelligent information retrieval, intelligent information systems, learning and knowledge discovery, computer vision, knowledge representation, and evolutionary computation.

Applications and research problems of subgroup miningp. 1
Knowledge discovery in texts: A definition and applicationsp. 16
Semantic ontology tools in IS designp. 30
Heterogeneous agent systemsp. 46
Information systems that really support decision-makingp. 56
A class of stratified programs in autoepistemic logic of knowledge and beliefp. 67
On-line estimation of matching complexity in first order logicp. 76
Implementing prioritized logic programmingp. 85
Extending description logics with generalized quantificationp. 94
Machine learning for intelligent document processing: The WISDOM systemp. 103
Concept based retrieval by minimal term setsp. 114
Querying document bases by content, structure and propertiesp. 123
Total knowledge and partial knowledge in logical models of information retrievalp. 133
Towards a theoretical foundation for cooperating knowledge based systemsp. 144
CINDI: A system for cataloguing, searching, and annotating electronic documents in digital librariesp. 154
Externalization of human idea and problem description for automatic programmingp. 163
Rough set based data exploration using ROSE systemp. 172
Towards an intelligent system dealing with nuanced information expressed in affirmative or negative formsp. 181
Logic programs for intelligent Web searchp. 190
Representing document content via an object-oriented paradigmp. 199
A learning server for inducing user classification rules in the digital library servicep. 208
A better fitness measure of a text-document for a given set of keywordsp. 217
CONCERTO, an environment for the 'intelligent' indexing, querying and retrieval of digital documentsp. 226
Text classification using lattice machinep. 235
Discovering semantic proximity for Web pagesp. 244
A declarative language bias for levelwise search of first-order regularitiesp. 253
The more we learn the less we know? On inductive learning from examplesp. 262
Computing MPMA updates using Dijkstra's semanticsp. 271
Several extensions of truth values in fuzzy logicp. 282
Phase transitions in the regular random 3-SAT problemp. 292
Improving backtrack search for SAT by means of redundancyp. 301
Decomposition of task specification problemsp. 310
ORTES: The design of a real-time control expert systemp. 319
A statistical approach to rule selection in semantic query optimisationp. 330
Representing and reasoning on conceptual queries over image databasesp. 340
Knowledge discovery in clinical databases - An experiment with rule induction and statisticsp. 349
Reasoning and acquisition of knowledge in a system for hand wound diagnosis and prognosisp. 358
Rough Sets as a tool for audio signal classificationp. 367
Experiments with rough sets approach to speech recognitionp. 376
A system for understanding a mechanical assembly instruction manual using virtual spacep. 385
Perceptual convergence of discrete clamped fractal operatorp. 395
Modified Oja-RLS algorithm - stochastic convergence analysis and application for image compressionp. 402
Learning from inconsistent and noisy data: The AQ18 approachp. 411
Learning english grapheme segmentation using the iterated version space algorithmp. 420
Fully automatic acquisition of taxonomic knowledge from large corpora of texts: Limited-syntax knowledge representation system based on natural languagep. 430
A fuzzy measure of similarity for instance-based learningp. 439
Computation of minimal cost reductsp. 448
Rough set data mining of diabetes datap. 457
Selection of a relevant feature subset for induction tasksp. 466
A data structure for subsumption-based tabling in top-down resolution engines for data-intensive logic applicationsp. 475
Modelling and reasoning about multi-dimensional informationp. 484
An interpretation for the conditional belief function in the theory of evidencep. 494
Artificial neural networks aid the design of non-carcinogenic azo dyesp. 503
Evolving in a changing worldp. 512
High-performance data mining on networks of workstationsp. 520
Virus-enhanced genetic algorithms inspired by DNA computingp. 529
Evolutionary approach to non-stationary optimization tasksp. 538
On discovering functional relationships when observations are noisy: 2D casep. 547
Approximate time rough software cost decision system: Multicriteria decision-making approachp. 556
Machine learning method for software quality model buildingp. 565
Discovery of generalized patternsp. 574
Incomplete database issues for representative association rulesp. 583
A dynamic integration algorithm for an ensemble of classifiersp. 592
UIB-IK: A computer system for decision trees inductionp. 601
Preterm birth risk assessed by a new method of classification using selective partial matchingp. 612
Probabilistic rough induction: The GDT-RS methodology and algorithmsp. 621
Cluster evolution strategies for constrained numerical optimizationp. 630
Evolutionary algorithms as fitness function debuggersp. 639
Solving real-life time-tabling problemsp. 648
On measures of search featuresp. 657
Genetic algorithms in constructive inductionp. 665
Author Indexp. 675
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540659655
ISBN-10: 354065965X
Series: Lecture Notes in Computer Science
Audience: General
Format: Paperback
Language: English
Number Of Pages: 684
Published: 12th May 1999
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.53
Weight (kg): 0.96