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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
Chess, Baroque, exercise on      184
Chess, references on      177
Chiasm, optic      382
Chien, Y.T.      448
Chinese      323
Chomsky hierarchy      330
Chomsky, N.      330
Chromosome, image of      395
Chronology      90
Chronology in script      340
Chronology, semantics      345
Church, A.      15 47
Circuit, electrical example for constraints      121
Circuit, electronic design as search      139
Circular reaction: learning      296
Circumscribing: shape      426
Circumscription      229
Circumscription, exercises on      237
Class hierarchy      91
Class-conditional probability      249 252
Classification rule: learning      284 287
Clause form, exercise on      234
Clause form, predicate calculus      200
Clause form, propositional calculus      197
Clause in COND form      25
Clause predicate calculus      199
Clause propositional calculus      197
CLEARTOP: planning macro-operator      168
CLIP4      405
Clocksin, W.      231
Close of conversation      353
Closed-world assumption      128
Closed-world assumption circumscription      229
Closed-world assumption in PROLOG      227
Closed-world assumption, exercise on      138
Closure of function      35
Closure, morphological      407
Closure, octagonal      427
Closure, transitive      94
Cloud: vision      389
Clowes, M.      445 449
CLS      484
Co-agent representation in semantic net      117
Co-agent thematic role      338
Codd, E.      131
Cohen, J.      231
Cohen, P.      12
Colby, K.      82
Collective noun      344
Collins, A.      131 374
Colloquialism      352
Colmerauer, A.      231
Color: vision      380
Combinatorial algorithm: parallel processing      468
Combinatorial explosion      6 196
Combinatorial explosion in learning      289
Combinatorial explosion in planning      168
Combinatorial explosion in search      140
Combinatorial quagmire      140
Combinatorics exercise on size of state space      179
COMBINE_CONJUNCTIVE_LAMBDAS      269
COMBINE_DISJUNCTIVE_LAMBDAS      270
COMBINE_INDEP_LAMBDAS      269
Command interface in Stone World      355
Comment in LISP code      31
Communication      4
Communication, dialog effectiveness      354
Communication, natural language      323
Communication, pragmatics      328
Compaction in garbage collection      46
Compare      335
Compared with ADDTOSET      96
Compass gradient      409
Compatibility function: relaxation labelling      416
Compatible pair: relational join      126
Complementary pair: resolution      197
Completeness of resolution      207
Completeness of resolution theorem      213
Component, connected      399
Components image      400
COMPOSE      222
Composite S-expression      19
Compound: expert system      461
Computational complexity: learning      316
Computer vision      380
Computer vision in ACRONYM      2
Concatenation, APPEND      31
Concatenation, NCONC      41
Concept equivalence      312
Concept exploration      295
Concept formation      295—297
Concept formation in PYTHAGORUS      298
concept hierarchy      91
Concept parent      305
Conceptual Dependency      342
Conceptual graph, reference on      373
Conceptualization, semantic primitive      343
Conceptualization, system      284
CONCEPT_INTEREST      305
cond      25 484
Condition-testing      57
Conditional probability      243
Cone: vision      381
Confirmation      253
Conflict in evidence      275
Conflict, multiple inheritance      106
Confusion, human      478
Conjecture in AM      297
Conjunct dropping: learning      289 291
Conjunction in LINNEUS      101
Conjunction, probabilistic inference      252
Conjunctive normal form      201
Conjunctive subgoal: AND-OR graph      171
CONNECTD      400
CONNECTD in segmentation exercise      457
Connected component      399 464
Connected component algorithm      400
Connected component Euler number      428
Connected component LISP program      400
CONNECTED_COMPONENTS      402
Connective: mathematical logic      108
Connectivity, exercises on      456
Connectivity, pixel      399
Cons      20 484
Consciousness      379
Consistency assumption for A* algorithm      162
Consistency line-drawing analysis      446
Consistency of prior probabilities      257
Consistency relaxation labelling      416
Constant: predicate calculus      111
Constraint      131
Constraint for pronoun reference      351
Constraint for surface orientation      440
Constraint in knowledge representation summary chart      129
Constraint knowledge representation      90 120
Constraint on frame slot value      115
Constraint semantics of time      345
Constraint vision      379
Constraint Waltz filtering      446
Constraint, exercises on      137
Construction of knowledge base      465
Contents      359
Context conversation      353
Context, temporal      345
Context-free language      330 331
Context-free language semantic grammar      348
Context-sensitive language      330
Continuous Hough transform      418
Continuum: semantics      344
Contour following      410
Contour, subjective      384
Contradiction definition      110
Contradiction lack of model      210
Contradiction null clause      197
Contradiction, exercise on      233
Contradiction, proof by      198
Contrast in contour following      411
Control      461
Control fork in search      404
CONTROL in LEIBNIZ      78
Control scheme: production system      55
Conversation      82
Conversation greeting      353
Conversation mode      352
Conversation phase      353
Conversation schema      354
Conversation, close of      353
Conversation, SHRINK      65
Conversation, temporal reference      345
Convex combination      255
Convex hull      426
Convex kernel      427
Convex shape      426
Convexity index      427
Convolution      414
Copilia quadrata      389
Copy      223
COPY1      223
Coren, S.      446
Correlation: relevance test      251
Correspondence motion vision      442
Correspondence stereo vision      441
Cortex, cat's visual      382
Cortex, visual      379
Cost, future of AI      476
Cost, search of graph with      154 157
COUNTSUBLISTS      29
COUNTSUBLISTS, exercise on      49
Courtesy in conversation      354
Covering relation      94
Creating concepts      295
Crettez, J.-P.      446
Crime: probabilistic inference      245
Culicover, P.      372
Culture, human      475
CURRENT_ODDS      266
CURRENT_PROB      266
Curriculum: learning      296
Cursor positioning with LOCATE      39
Curvature in contour following      411
Curve detection with Hough transform      419
Curve space      439
Cut: PROLOG      219 226
Cut: PROLOG, exercise on      236
Cutoff: alpha-beta search      173
Cycle-Flip puzzle, exercise on      181
Cycle: Piaget's paradigm      296
Danger of AI      477
Data structure, reference on      373
Database      124 476
Database knowledge representation      90
Database natural language dialog      352
Date, C.      131
Davis, R.      82 315
DC component: Fourier transform      395
Deans, S.      448
Debugging      41
Decision making      244 461
Decision theory      239
Decision Theory, reference on      276
Declaration in LISP      43
DECREASING, exercise using      84
Deduction      207
Deduction learning      285
Deduction proof example      213
Deduction with transitivity      93
Default closed-world assumption      128
Default in frame slot      114
Default in non-monotonic logic      228
Default in script      341
Default inheritance      106
Defense application      480
DEFEXPR      36 484
DEFEXPR possible use in APPEND      31
Deficiency: shape      427
DEFINE_NODE      265
Definite article      350
DEFPROP      485
DEFUN      27 485
DEF_SEG      485
Degree of a graph      95
Degree of belief      240 271 347
Degree of belief as probability      242
Degree of belief Dempster — Shafer calculus      272
Degree of belief example      274
Degree of intensity: semantics      344
Del-squared G operator      413
Delta function in Radon transform      418
DeMorgan's laws      200
Dempster — Shafer calculus      240 271
Dempster — Shafer calculus belief semantics      347
Dempster — Shafer calculus, exercises on      280
Dempster's rule of combination      273 276
Dempster's rule of combination, exercises on      280
Dempster, A.      276
depletion region      443
Depth map      391
Depth-first search      151
Depth-first search connected components      400
Depth-first search in parsing      333
Depth-first search in PROLOG      218
DEPTH_FIRST_SEARCH      151
DEPTH_FIRST_SEARCH, exercises on      180
Derivation: parsing      330
Derivative in LEIBNIZ      70
Descartes, R.      479
Description: vision      381
Design of expert system      462
Design of probabilistic inference network      250
Design, decision-making      246
Detachment in the Logic Theory Machine      195
Detail: spatial resolution      382
Determiner: language      350
Deutsch, P.      131
DFS      402
Diagnosis      461
Diagnosis probabilistic inference      245
Dialog      82 352
Dialog, reference resolution in      352
Dialog, schema      354
Dialog, SHRINK      65
Dictionary, English      337
Dietterich, T.      315
Difference      485
Difference image      443
Differentiation, symbolic      71
Diffuse source: illumination      389
Digitizer, video      390
Dilation      406
Dilation exercise on      456
Dilemma applying Bayes' rule      257
Direct object: thematic role      327
DIRECTION_ADVERB      356 366
DIRECTION_NOUN      366
DIR_PREP      366
Disagreement set      203
Discovery learning      284
Discovery scientific law      316
Discrimination net      57 82
Discrimination net, exercises on      84
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