| 000 | 02940nam a22004094a 4500 | ||
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| 005 | 20250918234458.0 | ||
| 008 | 140421s2009 maua b 001 0 eng | ||
| 020 |
_a9780321545893 (alk. paper) _cRM567.27 |
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| 020 | _a0321545893 (alk. paper) | ||
| 020 | _a9780132090018 (pbk.) | ||
| 020 | _a0132090015 (pbk.) | ||
| 039 | 9 |
_a201503041704 _blatihan _c201503041704 _dlatihan _c201408271447 _dbaiti _c201408180947 _drasyilla _y04-21-2014 _zrasyilla |
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| 040 |
_aDLC _beng _cDLC _dBAKER _dYDXCP _dC#P _dBTCTA _dU9S _dALAUL _dW2U _dUXS _dDEBBG _dOCLCQ _dGBVCP _dOCLCF _dUKM |
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| 090 | _aQ335.L83 2009 3 | ||
| 090 |
_aQ335 _b.L83 2009 3 |
||
| 100 | 1 | _aLuger, George F. | |
| 245 | 1 | 0 |
_aArtificial intelligence : _bstructures and strategies for complex problem solving / _cGeorge F. Luger. |
| 250 | _a6th ed. | ||
| 260 |
_aBoston : _bPearson Addison-Wesley, _c2009. |
||
| 300 |
_axxiii, 754 p. : _bill. ; _c24 cm. |
||
| 504 | _aIncludes bibliographical references (p. 705-733) and indexes. | ||
| 520 | _aIn this accessible, comprehensive text, George Luger captures the essence of artificial intelligence-solving the complex problems that arise wherever computer technology is applied. Key representation techniques including logic, semantic and connectionist networks, graphical models, and many more are introduced. Presentation of agent technology and the use of ontologies are added. A new machine-learning chapter is based on stochastic methods, including first-order Bayesian networks, variants of hidden Markov models, inference with Markov random fields and loopy belief propagation. A new presentation of parameter fitting with expectation maximization learning and structure learning using Markov chain Monte Carlo sampling. Use of Markov decision processes in reinforcement learning. Natural language processing with dynamic programming (the Earley parser) and other probabilistic parsing techniques including Viterbi, are added. A new supplemental programming book is available online and in print:'AI Algorithms in Prolog, Lisp and Java (TM).'References and citations are updated throughout the Sixth Edition. For all readers interested in artificial intelligence. | ||
| 526 | _aBuku bacaan asas fakulti | ||
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aKnowledge representation (information theory). | |
| 650 | 0 | _aProblem solving. | |
| 650 | 0 | _aProlog (Computer program language). | |
| 650 | 0 | _aLISP (Computer program language). | |
| 907 |
_a.b15883589 _b2019-11-12 _c2019-11-12 |
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| 942 |
_c01 _n0 _kQ335.L83 2009 3 |
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| 914 | _avtls003557470 | ||
| 990 | _abety | ||
| 991 | _aFakulti Teknologi dan Sains Maklumat | ||
| 998 |
_al _b2014-08-04 _cm _da _feng _gmau _y0 _z.b15883589 |
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| 999 |
_c568078 _d568078 |
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