000 03577nam a22005535i 4500
001 978-3-540-33519-1
003 DE-He213
005 20161121231119.0
007 cr nn 008mamaa
008 100301s2006 gw | s |||| 0|eng d
020 _a9783540335191
_9978-3-540-33519-1
024 7 _a10.1007/3-540-33519-6
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aDoherty, Patrick.
_eauthor.
245 1 0 _aKnowledge Representation Techniques
_h[electronic resource] :
_bA Rough Set Approach /
_cby Patrick Doherty, Witold Łukaszewicz, Andrzej Skowron, Andrzej Szałas.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2006.
300 _aVI, 334 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v202
505 0 _aand Preliminaries -- Basic Notions -- Rough Sets -- Relational and Deductive Databases -- Non-Monotonic Reasoning -- From Relations to Knowledge Representation -- Rough Knowledge Databases -- Combining Rough and Crisp Knowledge -- Weakest Sufficient and Strongest Necessary Conditions -- CAKE: Computer Aided Knowledge Engineering -- Formalization of Default Logic Using CAKE -- A UAV Scenario: A Case Study -- From Sensors to Relations -- Information Granules -- Tolerance Spaces -- A Rough Set Approach to Machine Learning -- UAV Learning Process: A Case Study.
520 _aThe basis for the material in this book centers around a long term research project with autonomous unmanned aerial vehicle systems. One of the main research topics in the project is knowledge representation and reasoning. The focus of the research has been on the development of tractable combinations of approximate and nonmonotonic reasoning systems. The techniques developed are based on intuitions from rough set theory. Efforts have been made to take theory into practice by instantiating research results in the context of traditional relational database or deductive database systems. This book contains a cohesive, self-contained collection of many of the theoretical and applied research results that have been achieved in this project and for the most part pertain to nonmonotonic and approximate reasoning systems developed for an experimental unmanned aerial vehicle system used in the project. This book should be of interest to the theoretician and applied researcher alike and to autonomous system developers and software agent and intelligent system developers.
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aEngineering.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aEngineering, general.
700 1 _aŁukaszewicz, Witold.
_eauthor.
700 1 _aSkowron, Andrzej.
_eauthor.
700 1 _aSzałas, Andrzej.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540335184
830 0 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v202
856 4 0 _uhttp://dx.doi.org/10.1007/3-540-33519-6
912 _aZDB-2-ENG
950 _aEngineering (Springer-11647)
999 _c508793
_d508793