Rough Sets and Current Trends in Computing,9783540646556

Rough Sets and Current Trends in Computing

by ;
ISBN13: 9783540646556
ISBN10: 3540646558
Format: Paperback
Pub. Date: 1998-07-01
Publisher(s): Springer Verlag
List Price: $99.99

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Summary

Proceedings of the First Internationl Conference, RSCTC'98 held in Warsaw, Poland, June 1998 designed as a forum for exchanging ideas among experts in various areas of soft computing & researchers in rough set theory & its applications - a branch of soft computing showing a significant growth in years - in order to stimulate mutual understanding & cooperation. Paper.

Table of Contents

Invited Talks (received in text form) 1(36)
W. Klosgen
Deviation and association patterns for subgroup mining in temporal, spatial, and textual data bases
1(18)
S. Marcus
The paradox of the heap of grains in respect to roughness, fuzziness, and negligibility
19(5)
V. W. Marek
M. Truszczynski
Rough sets -- what are they about?
24(1)
Z. Pawlak
Reasoning about data -- a rough set perspective
25(10)
L.A. Zadeh
Information granulation and its centrality in human and machine intelligence
35(2)
Communications 37(588)
Session RSM1 Rough Set Methods
37(31)
J. W. Grzymala-Busse
X. Zou
Classification strategies using certain and possible rules
37(8)
J. Miro-Julia
J. Miro
Well-behaviored operations for approximate sets
45(7)
D. Slezak
Searching for frequential reducts in decision tables with uncertain objects
52(8)
S. Greco
B. Matarazzo
R. Slowinski
A new rough set approach to multicriteria and multiattribute classification
60(8)
Session ST1 Statistical Inference
68(15)
J. Cwik
J. Koronacki
A heuristic method of model choice for nonlinear regression
68(7)
A. Ciok
T. Kowalczyk
E. Pleszczynska
How a new statistical infrastructure induced a new computing trend in data analysis
75(8)
Session GS1 Grammar Systems and Molecular Computations
83(32)
J. Dassow
Some remarks on networks of parallel language processors
83(8)
J. Castellanos
S. Leiva
J. Rodrigo
A. Rodriguez-Paton
Molecular computation for genetic algorithms
91(8)
R. Ceterchi
Marcus contextual languages and their cut-and-paste properties
99(8)
R. Gramatovici
Contextual multilanguages: a learning method
107(4)
A. Knyazev
On recognition of words from languages generated by linear grammars with one nonterminal symbol
111(4)
Session LRS1 Logic in Rough Sets
115(32)
W. Buszkowski
Approximation spaces and definability for incomplete information systems
115(8)
P. Pagliani
Intrinsic co-Heyting boundaries and information incompleteness in rough set analysis
123(8)
P. Maritz
Multifunctions as approximation operations in generalized approximation spaces
131(8)
J. Jarvinen
Preimage relations and their matrices
139(8)
Session IC1 Intelligent Control
147(31)
B. Siemiatkowska
A. Dubrawski
Cellular neural networks for navigation of a mobile robot
147(8)
X. Keming
T. Y. Lin
Z. Jianwei
The Takagi-Sugeno fuzzy model identification method of parameter varying systems
155(8)
K. Eguchi
S. Yamane
H. Sugi
K. Oshima
Sensing of arc length and wire extension using neural network in robotic welding
163(8)
S. Yamane
K. Okada
K. Shinoda
K. Oshima
Traffic signal control using multi-layered fuzzy control
171(7)
Session RSKDD1 Rough Sets in KDD
178(36)
W. Ziarko
Approximation region-based decision tables
178(8)
M. C. Fernandez-Baizan
E. Menasalvas Ruiz
A. Wasilewska
A model of RSDM implementation
186(8)
Z. W. Ras
Handling queries in incomplete CKBS through knowledge discovery
194(8)
E. Martienne
M. Quafafou
Learning logical descriptions for document understanding: a rough sets-based approach
202(8)
M. C. Fernandez-Baizan
E. Menasalvas Ruiz
J. M. Pena Sanchez
B. Pardo Pastrana
Integrating KDD algorithms and RDBMS code
210(4)
Session DM1 Data Mining
214(33)
M. Kryszkiewicz
Fast discovery of representative association rules
214(8)
A. Lenarcik
Z. Piasta
Rough classifiers sensitive to costs varying from object to object
222(9)
N. Zhong
J. Dong
S. Ohsuga
Soft techniques to data mining
231(8)
J. M. Zytkow
A. P. Sanjeev
Business process understanding: mining many datasets
239(8)
Session EV1 Evolutionary Computations
247(28)
A. Kanasugi
T. Shimayama
N. Nakaya
T. Iizuka
A genetic algorithm for switchbox routing problem
247(8)
H.-M. Voigt
J. M. Lange
On the benefits of random memorizing in local evolutionary search
255(8)
K. Eguchi
J. Suzuki
S. Yamane
K. Oshima
An application of genetic algorithms to floorplanning of VLSI
263(8)
U. Boryczka
Learning with delayed rewards in ant systems for the job-shop scheduling problem
271(4)
Session GA1 General Approximations
275(33)
G. Cattaneo
Fuzzy extension of rough sets theory
275(8)
S. Greco
B. Matarazzo
R. Slowinski
Fuzzy similarity relation as a basis for rough approximations
283(7)
J. Stepaniuk
Approximation spaces in extensions of rough set theory
290(8)
Y. Y. Yao
On generalizing Pawlak approximation operators
298(10)
Session IP1 Image Processing
308(30)
J. M. Lange
H.-M. Voigt
S. Burkhardt
R. Gobel
Real-time real-world visual classification -- making computational intelligence fly
308(8)
W. Skarbek
Fractal operator convergence by analysis of influence graph
316(6)
K. Ignasiak
W. Skarbek
Pattern recognition by invariant reference points
322(8)
J. M. del Rosario
C. Jedrzejek
An analysis of context selection in embedded wavelet coders
330(8)
Session AR1 Approximate Reasoning
338(16)
S. K. M. Wong
C. J. Butz
Equivalent characterization of a class of conditional probabilistic independencies
338(8)
M. A. Klopotek
S. T. Wierzchon
A new qualitative rough-set approach to modeling belief functions
346(8)
Session IP2 Image Processing
354(19)
R. Sikora
W. Skarbek
On stability of Oja algorithm
354(7)
R. J. Rak
Transform vector quantization of images in one dimension
361(8)
W. Rakowski
Z. Bartosiewicz
Daubechies filters for 2D wavelet transforms
369(4)
Session RSM2 Rough Set Methods
373(35)
T.-K. Jenssen
J. Komorowski
A. Ohrn
Some heuristics for default knowledge discovery
373(8)
T. Y. Lin
Fuzzy partitions II: belief functions. A probabilistic view
381(6)
T. Y. Lin
N. Zhong
J. J. Dong
S. Ohsuga
Frameworks for mining binary relations in data
387(7)
J. Stefanowski
Handling continuous attributes in discovery of strong decision rules
394(8)
J. Wroblewski
Covering with reducts -- a fast algorithm for rule generation
402(6)
Session LFSC1 Logical Foundations of Soft Computing
408(28)
W. Bartol
X. Caicedo
F. Rossello
Syntactical content of finite approximations of partial algebras
408(8)
D. Pacholczyk
A new approach to linguistic negation based upon compatibility level and tolerance threshold
416(8)
H. Sakai
Some issues on nondeterministic knowledge bases with incomplete and selective information
424(8)
Q. Liu
The OI-resolution of operator rough logic
432(4)
Session HRS1 Hybrid Methods in Rough Sets
436(31)
K. Krawiec
R. Slowinski
I. Szczesniak
Pedagogical method for extraction of symbolic knowledge from neural networks
436(8)
P. Wojdyllo
Wavelets, rough sets and artificial neural networks in EEG analysis
444(6)
R. Susmaga
Parallel computation of reducts
450(8)
A. Mrozek
K. Skabek
Rough rules in Prolog
458(9)
Session RSMA1 Rough Set Methods and Applications
467(32)
A. Czyzewski
B. Kostek
Tuning the perceptual noise reduction algorithm using rough sets
467(8)
S. Tsumoto
Modelling medical diagnostic rules based on rough sets
475(8)
A. Wakulicz-Deja
M. Boryczka
P. Paszek
Discretization of continuous attributes on decision system in mitochondrial encephalomyopathies
483(8)
J. F. Peters
K. Ziaei
S. Ramanna
Approximate time rough control: concepts and application to satellite attitude control
491(8)
Session C1 Complexity
499(22)
M. Moshkov
Some relationships between decision trees and decision rule systems
499(7)
I. Chikalov
On decision trees with minimal average depth
506(7)
A. Moshkova
On diagnosis of retaining faults in circuits
513(4)
V. Shevtchenko
On the depth of decision trees for diagnosing of nonelementary faults in circuits
517(4)
Session RSMA2 Rough Set Methods and Applications
521(36)
J. G. Bazan
Discovery of decision rules by matching new objects against data tables
521(8)
Y. Zhou
J. Wang
Rule+exception modeling based on rough set theory
529(8)
B. S. Chlebus
S. H. Nguyen
On finding optimal discretizations for two attributes
537(8)
H. S. Nguyen
Discretization problems for rough set methods
545(8)
J. Johnson
Rough mereology for industrial design
553(4)
Session GH1 General Hybrid Methods
557(36)
M. Flasinski
R. Schaefer
W. Toporkiewicz
Optimal stochastic scaling of CAE parallel computations
557(8)
J. Wierzbicki
CBR for complex objects represented in hierarchical information systems
565(8)
M. Rawski
L. Jozwiak
A. Chojnacki
Application of the information measures to input support selection in functional decomposition
573(8)
T. R. Burns
A. Gomolinska
Modelling social game systems by rule complexes
581(4)
L. Jozwiak
Analysis and synthesis of information systems with information relationships and measures
585(4)
W. Traczyk
Approximations in data mining
589(4)
Session AP1 Applications of Rough Sets
593(32)
D. Van den Poel
Z. Piasta
Purchase prediction in database marketing with the ProbRough system
593(8)
W. Czajewski
Rough sets in optical character recognition
601(4)
B. Predki
R. Slowinski
J. Stefanowski
R. Susmaga
S. Wilk
ROSE -- software implementation of the rough set theory
605(4)
R. W. Swiniarski
Rough sets and bayesian methods applied to cancer detection
609(8)
R. W. Swiniarski
Rough sets and neural networks application to handwritten character recognition by complex Zernike moments
617(8)
Author Index 625

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