000 | 04135nam a22006615i 4500 | ||
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001 | 978-3-540-39906-3 | ||
003 | DE-He213 | ||
005 | 20240423132553.0 | ||
007 | cr nn 008mamaa | ||
008 | 121227s2003 gw | s |||| 0|eng d | ||
020 |
_a9783540399063 _9978-3-540-39906-3 |
||
024 | 7 |
_a10.1007/b94063 _2doi |
|
050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aCOM004000 _2bisacsh |
|
072 | 7 |
_aUYQ _2thema |
|
082 | 0 | 4 |
_a006.3 _223 |
245 | 1 | 0 |
_aModelling with Words _h[electronic resource] : _bLearning, Fusion, and Reasoning within a Formal Linguistic Representation Framework / _cedited by Jonathan Lawry, Jimi Shanahan, Anca Ralescu. |
250 | _a1st ed. 2003. | ||
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2003. |
|
300 |
_aXII, 506 p. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v2873 |
|
505 | 0 | _aRandom Set-Based Approaches for Modelling Fuzzy Operators -- A General Framework for Induction of Decision Trees under Uncertainty -- Combining Rule Weight Learning and Rule Selection to Obtain Simpler and More Accurate Linguistic Fuzzy Models -- Semantics-Preserving Dimensionality Reduction in Intelligent Modelling -- Conceptual Graphs for Modelling and Computing with Generally Quantified Statements -- Improvement of the Interpretability of Fuzzy Rule Based Systems: Quantifiers, Similarities and Aggregators -- Humanist Computing: Modelling with Words, Concepts, and Behaviours -- A Hybrid Framework Using SOM and Fuzzy Theory for Textual Classification in Data Mining -- Combining Collaborative and Content-Based Filtering Using Conceptual Graphs -- Random Sets and Appropriateness Degrees for Modelling with Labels -- Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling. | |
520 | _aModelling with Words is an emerging modelling methodology closely related to the paradigm of Computing with Words introduced by Lotfi Zadeh. This book is an authoritative collection of key contributions to the new concept of Modelling with Words. A wide range of issues in systems modelling and analysis is presented, extending from conceptual graphs and fuzzy quantifiers to humanist computing and self-organizing maps. Among the core issues investigated are - balancing predictive accuracy and high level transparency in learning - scaling linguistic algorithms to high-dimensional data problems - integrating linguistic expert knowledge with knowledge derived from data - identifying sound and useful inference rules - integrating fuzzy and probabilistic uncertainty in data modelling. | ||
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aComputer science. | |
650 | 0 | _aMachine theory. | |
650 | 0 | _aDatabase management. | |
650 | 0 | _aInformation storage and retrieval systems. | |
650 | 0 | _aComputer simulation. | |
650 | 1 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aTheory of Computation. |
650 | 2 | 4 | _aFormal Languages and Automata Theory. |
650 | 2 | 4 | _aDatabase Management. |
650 | 2 | 4 | _aInformation Storage and Retrieval. |
650 | 2 | 4 | _aComputer Modelling. |
700 | 1 |
_aLawry, Jonathan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aShanahan, Jimi. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aRalescu, Anca. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783540204879 |
776 | 0 | 8 |
_iPrinted edition: _z9783662197721 |
830 | 0 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v2873 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/b94063 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
912 | _aZDB-2-LNC | ||
912 | _aZDB-2-BAE | ||
942 | _cSPRINGER | ||
999 |
_c189236 _d189236 |