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Tanimoto S.L. — The elements of artificial intelligence. An introduction using LISP
Tanimoto S.L. — The elements of artificial intelligence. An introduction using LISP



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Название: The elements of artificial intelligence. An introduction using LISP

Автор: Tanimoto S.L.

Аннотация:

The purpose of this book is to provide an up-to-date and didactically coherent introduction to the principles and programming methods of artificial intelligence. It is appropriate for an undergraduate or first-year graduate course. While it is possible for the student to get acquainted with artificial intelligence in a single quarter or semester, a sequence of two to three quarters or semesters is preferable. The author covers most of the material in two academic quarters at the University of Washington. During the first quarter, Chapters 1 through 6 or 7 are tackled, laying a foundation of symbol manipulation, knowledge representation and inference. The second quarter takes on the more advanced topics: learning, natural language understanding, vision and the integration of AI technology into expert systems.


Язык: en

Рубрика: Computer science/AI, knowledge/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1987

Количество страниц: 518

Добавлена в каталог: 22.11.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Language, LISP      15 228
Language, PASCAL      27 43
Language, PROLOG      217 228
Language, semantics      337
Language, SNOBOL      82
Language, syntax      328
Laplace, P.      241
Laplacian filter      413 448
Laser rangefinder      391
last      436
Last One Loses, exercise on      183
Lateral geniculate body      382
Law: legal reasoning      470
Learning      5 283
Learning by example      288
Learning for vision      464
Learning optimization      290
Learning, children's      296
Learning, computation speed      471
Learning, concept exploration      296
Learning, definition of      284
Learning, design of probabilistic inference networks      252
Learning, exercises on      318
Learning, incremental      291
Learning, inside-out      315
Learning, outside-in      315
Learning, PYTHAGORUS      298
Learning, version space      293
Lee, R.      231
Left-recursive production      336
Leftmost derivation      333
Legal reasoning      470
Lehrer, N.      277
Leibniz      70
LEIBNIZ, exercises on      86
Lenat, D.      3 297 316 472
Length      28
Lens vision      381
Lesser, V.      374
LESSP      25 486
Levialdi, S.      453
Levine, M.      386 446
Lex, reference on      315
Lex, version space      293
Lexeme      328
Lexicon      326 328 337
Lexicon, definition of      338
Lexicon, English      337
Light source      387
Likelihood ratio      253
Line detection with Hough transform      417
line drawing      444 449
Line enhancement      416
Line geometry      301
Line in images      408
Line polar form      418
Line subspace      409
Linear convex combination      255
Linear format strategy      214
Linguistics      372
Linking avoiding edge      409
Linking edge      415
Linking Guzman labelling      445
LINNEUS definition      99
LINNEUS in exercise on language understanding      378
LINNEUS, closed-world assumption      128
LINNEUS, exercises on      133
LINNEUS, sample session      102
LiPS, exercise on      236
LiPS, logical inferences per second      468
LISP, advantages of      43
LISP, compared with PROLOG      228
LISP, history of      15
LISP, implementation of      45
LISP, influence of      477
LISP, machine      467
LIST      25 486
List in LISP      16 17
List in PROLOG      225
Literal atom as label in PROG      32
Literal atom in LISP      16
Literal atom, evaluation of      34
Literal in exercises on unification      235
Literal propositional calculus      197
Literal, unification of      203
locate      39 486
Logic programming      218
Logic Theory Machine      195
Logic use for natural language      343
Logic, cellular      404
Logic, knowledge representation      90
Logic, modal      347
Logic, predicate      110
Logic, propositional      108
Logic, reasoning with      187
Logic, references on      230
Logical inferences per second      468
Logical inferences per second, exercise on      236
Logical reasoning      187
Longitude as heuristic information      154
LONGITUDE DIFF      154
loop, infinite      40
Lumped evidential variable      263
Lush resolution      218
Lusk, E.      233
Lyons, J.      373
MACE COL      360
MACE ROW      360
Machine Translation      3 7 324 373
Mackworth, A.      449
MacLisp      15
Macro-operator in Stone World exercise      378
Macro-operator planning      167
Macsyma      82
Magnetic resonance imaging      387
Maier, D.      131
Maintenance of expert system      461
MAKECONJ      101
MAKEOPPOSITES, exercise on      51
MAKEPAST      38
MAKE_ISA      310
MAKE_SPECIALIZATION      303 306 307
Malaria: Bayes' rule example      242
Malicious use      471
Manohar, R.      131
Manufacturing in semantic grammar example      349
Manufacturing, XCON      469
MANYSIDES      301
Mapcar      37 486
MAPCAR, exercises on      50
Marin, J.      317
Mark-and-sweep algorithm      46
Marketing      246
Marr, D.      447 448
Marseille dialect of PROLOG      225
Martelli, A.      448
Mass, probability: Dempster — Shafer calculus      272
Match      82
MATCH use in SHRINK      66
MATCH, exercises on      84
MATCH, LISP definition      63
MATCH1      60
MATCH2      60
MATCH3      61
MATCH4      61
MATCH5      62
MATCH6      63
MATCHARTICLE      100 101
MATCHKTH      29
MATCHNORTH      146
MATCHWEST      146
Mathematical logic knowledge representation      107
Mathematical logic, reasoning with      187
Mathematical morphology      408
Mathematics formula manipulation      70
Mathematics logic      107 187
Mathematics theory formation      314
Mathematics, learning of      297
Matte surface      387 440
MAX      486
MAX as special form      24
Maximal image region      399
McCalla, G.      130
McCarthy, J.      15 47 229 231
McCarty, L.      472
McCorduck, P.      13 482
McDermott, D.      11 12 48 82 231
McDermott, J.      315 472
Mean      37
Meaning: semantics      337
Means-ends analysis in MOLGEN      2
Measure of evidence, residue, support      275
Medial axis transform      429
Median Filter      397
Medicine      477
Medicine in exercise on knowledge representation      132
Medicine probability example      241
Medicine vision in cardiology      442
Medicine, Bayes' rule example      242
Medicine, CADUCEOUS      470
Medicine, future of AI      477
Medicine, MYCIN      3
Medicine, probabilistic inference in      245
Mellish, C.      231
Member      486
Member function in exercise on PROLOG      237
Member function in PROLOG      225
Memory management in LISP      45
Mendelson E.      230
Merit function: learning      285
Message: communication      326
Metaphor expressed with is a      92
Methodology, expert system design      462
Methodology, future of      476
Methodology, LISP programming      43
Mexican hat operator      414
Michalski, R.      315
Michie, D.      277 482
Microworld      355 373
Military decision-making: probabilistic inference      246
Miller, R.      472
MIMD: parallel processing      468
MIN      486
Mind vs machine      479
Minerals prospecting: PROSPECTOR      3
Minimal description: learning      290
Minimax search      169
Minimum-length path: search      153
Minsky, M.      10 131 373 404 447
Missionaries and cannibals problem      128
Misunderstanding      354
Misuse of AI      471
Misuse of AI, exercise on      474
Mitchell, T.      315
Mock PROLOG      220
Modal logic      347
Model, Bayes' rule      242
Model, learning systems reference      315
Model, mathematical      315
Model, numerical      464
Model, predicate calculus      210
Modularity      53
Modularity in LISP      43
modus ponens      109
Modus ponens, compared with Bayes' rule      242
Molecular biology: theory formation      314
MOLGEN      2
MOLGEN, reference on      177
Monotonic logic      228
Montague semantics      343
Montague semantics, reference on      373
Montessori school      285
Moore, J.      231
Moore, R.      177
Morals: human belief      479
Morphology, erosion and dilation      406
Morphology, mathematical      408
Morphology, word      328 372
Moses, J.      82
Most general unifier      203
Mostow, D.      317
Motion map      443
Motion vision      437 442
Motion, parallax      441
Motion, reference on      449
Move      360
Move generator      140
MOVE_LEGAL      361
Moving-average filter      397
MTRANS      342
Mueller-Lyer illusion      384
Multi-resolution: vision      384 395
Multi-resolution: vision, references on      449
multiple inheritance      105
Multiple-evidence: probabilistic inference2      61
Multiplicative law: probability      242
MULTIPLY: exercise on rational numbers      87
Music: in learning example      288
MYCIN      3 91 276
MYCIN, EMYCIN      465
MYCIN, subjective-Bayesian updating      255 258
Myers, J.      473
MYSETQ      36
Naccarato, D.      448
Naming LISP functions      44
Natural language      323
Natural language interface      324
Natural language representation      326
Natural language understanding      92 323
Navigation: robot vision      442
NCONC      41 486
Near miss: learning      293
Necessity      266
Necessity coefficient      254
Necessity-only rule: subjective-Bayesian updating      258
negate      402
Negation as failure in PROLOG      227
Negation as failure vs circumscription      230
Negation as failure, closed-world assumption      129
NEIGHBOR CONTENTS      359
Neighborhood: pixel adjacency      398
NEIGHBOR_POS      359
NEQ: not-equal function      222
Nerve, optic      381
Nested functional forms in LISP      20
Nesting of PROG environments      33
Network augmented transition      349
Network search      139
Network semantic      115
Network, computer      476
Network, constraint      122
Network, probabilistic inference      245 264
Neural net: semantic net      115
Neuron: vision      381
Neurophysiology      446
Nevatia, R.      448
New-or-old decision: language reference      351
Newborn, M.      177
Newell, A.      11 176 195 231 373
NEW_ATOM      308
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