000 04904nam a22006615i 4500
001 978-3-540-25929-9
003 DE-He213
005 20240423130027.0
007 cr nn 008mamaa
008 121227s2004 gw | s |||| 0|eng d
020 _a9783540259299
_9978-3-540-25929-9
024 7 _a10.1007/b97961
_2doi
050 4 _aQA75.5-76.95
072 7 _aUYA
_2bicssc
072 7 _aCOM014000
_2bisacsh
072 7 _aUYA
_2thema
082 0 4 _a004.0151
_223
245 1 0 _aRough Sets and Current Trends in Computing
_h[electronic resource] :
_b4th International Conference, RSCTC 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings /
_cedited by Shusaku Tsumoto, Roman Slowiński, Jan Komorowski, Jerzy W. Grzymala-Busse.
250 _a1st ed. 2004.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2004.
300 _aXX, 860 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v3066
505 0 _aPlenary Papers -- Theory -- Logic and Rough Sets -- Granular Computing -- Rough and Fuzzy Relations -- Foundations of Data Mining -- Incomplete Information Systems -- Interestingness -- Multiagents and Information Systems -- Fuzzy Logic and Modeling -- Rough Classification -- Rough Sets and Probabilities -- Variable Precision Rough Set Model -- Spatial Reasoning -- Reduction -- Rule Induction -- Rough Sets and Neural Network -- Clustering -- Data Mining -- Image and Signal Recognition -- Information Retrieval -- Decision Support -- Adaptive and Opminization Methods -- Bioinformatics -- Medical Applications -- Bibliography Project of International Rough Set Society.
520 _aIn recent years rough set theory has attracted the attention of many researchers and practitioners all over the world, who have contributed essentially to its development and applications. Weareobservingagrowingresearchinterestinthefoundationsofroughsets, including the various logical, mathematical and philosophical aspects of rough sets. Some relationships have already been established between rough sets and other approaches, and also with a wide range of hybrid systems. As a result, rough sets are linked with decision system modeling and analysis of complex systems, fuzzy sets, neural networks, evolutionary computing, data mining and knowledge discovery, pattern recognition, machine learning, and approximate reasoning. In particular, rough sets are used in probabilistic reasoning, granular computing (including information granule calculi based on rough mereology), intelligent control, intelligent agent modeling, identi?cation of autonomous s- tems, and process speci?cation. Methods based on rough set theory alone or in combination with other - proacheshavebeendiscoveredwith awide rangeofapplicationsinsuchareasas: acoustics, bioinformatics, business and ?nance, chemistry, computer engineering (e.g., data compression, digital image processing, digital signal processing, p- allel and distributed computer systems, sensor fusion, fractal engineering), de- sion analysis and systems, economics, electrical engineering (e.g., control, signal analysis, power systems), environmental studies, informatics, medicine, mole- lar biology, musicology, neurology, robotics, social science, software engineering, spatial visualization, Web engineering, and Web mining.
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aMachine theory.
650 0 _aComputer vision.
650 0 _aDatabase management.
650 0 _aApplication software.
650 1 4 _aTheory of Computation.
650 2 4 _aArtificial Intelligence.
650 2 4 _aFormal Languages and Automata Theory.
650 2 4 _aComputer Vision.
650 2 4 _aDatabase Management.
650 2 4 _aComputer and Information Systems Applications.
700 1 _aTsumoto, Shusaku.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSlowiński, Roman.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKomorowski, Jan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGrzymala-Busse, Jerzy W.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540221173
776 0 8 _iPrinted edition:
_z9783662187296
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v3066
856 4 0 _uhttps://doi.org/10.1007/b97961
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
912 _aZDB-2-BAE
942 _cSPRINGER
999 _c184252
_d184252