000 | 04161nam a22005055i 4500 | ||
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001 | 978-3-540-69587-5 | ||
003 | DE-He213 | ||
005 | 20160624102058.0 | ||
007 | cr nn 008mamaa | ||
008 | 121227s1997 gw | s |||| 0|eng d | ||
020 |
_a9783540695875 _9978-3-540-69587-5 |
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024 | 7 |
_a10.1007/3-540-63514-9 _2doi |
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050 | 4 | _aQ334-342 | |
050 | 4 | _aTJ210.2-211.495 | |
072 | 7 |
_aUYQ _2bicssc |
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_aTJFM1 _2bicssc |
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_aCOM004000 _2bisacsh |
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_a006.3 _223 |
245 | 1 | 0 |
_aInductive Logic Programming _h[electronic resource] : _b7th International Workshop, ILP-97 Prague, Czech Republic September 17–20, 1997 Proceedings / _cedited by Nada Lavrač, Sašo Džeroski. |
260 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c1997. |
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264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c1997. |
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300 |
_aX, 318 p. _bonline resource. |
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_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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_aLecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, _x0302-9743 ; _v1297 |
|
505 | 0 | _aKnowledge discovery in databases: An overview -- On the complexity of some Inductive Logic Programming problems -- Inductive logic programming and constraint logic programming (abstract) -- Learning phonetic rules in a speech recognition system -- Cautious induction in inductive logic programming -- Generating numerical literals during refinement -- Lookahead and discretization in ILP -- Data mining via ILP: The application of Progol to a database of enantioseparations -- Part-of-speech tagging using Progol -- Maximum Entropy modeling with Clausal Constraints -- Mining association rules in multiple relations -- Using logical decision trees for clustering -- Induction of Slovene nominal paradigms -- Normal forms for inductive logic programming -- On a sufficient condition for the existence of most specific hypothesis in progol -- Induction of logic programs with more than one recursive clause by analyzing saturations -- A logical framework for graph theoretical decision tree learning -- Learning with abduction -- Systematic Predicate Invention in Inductive Logic Programming -- Learning programs in the event calculus -- Distance between Herbrand interpretations: A measure for approximations to a target concept -- Realizing Progol by forward reasoning -- Probabilistic first-order classification -- Learning Horn definitions with equivalence and membership queries -- Using abstraction schemata in inductive logic programming -- Distance induction in first order logic -- Carcinogenesis predictions using ILP -- Discovery of first-order regularities in a relational database using ofine candidate determination -- Which hypotheses can be found with inverse entailment?. | |
520 | _aThis book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997. The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database systems. | ||
650 | 0 | _aComputer science. | |
650 | 0 | _aArtificial intelligence. | |
650 | 1 | 4 | _aComputer Science. |
650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
650 | 2 | 4 | _aProgramming Techniques. |
700 | 1 |
_aLavrač, Nada. _eeditor. |
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700 | 1 |
_aDžeroski, Sašo. _eeditor. |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783540635147 |
786 | _dSpringer | ||
830 | 0 |
_aLecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, _x0302-9743 ; _v1297 |
|
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/3-540-63514-9 |
942 |
_2EBK7268 _cEBK |
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_c36562 _d36562 |