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1

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Machine Learning (1990)

Dietterich, T G

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 255-306

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ISSN: 8756-7016

Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.001351

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2

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Ultradependable Architectures (1990)

Siewiorek, D P ; Hsiao, M Y ; Rennels, D ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 503-515

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002443

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3

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Spoken Language Systems (1990)

Makhoul, J ; Jelinek, F ; Rabiner, L ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 481-501

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002405

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4

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Computer System Performance Evaluation Using Queueing Network Models (1986)

Lazowska, E D ; Zahorjan, J ; Sevcik, K C

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 107-137

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5

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Natural-Language Interfaces (1986)

Perrault, C R ; Grosz, B J

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 47-82

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.000403

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6

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Dado: A Tree-Structured Architecture for Artificial Intelligence Computation (1986)

Stolfo, S J ; Miranker, D P

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 1-18

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7

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Architecture and Applications of a Heterogeneous, Massively Parallel Machine (1986)

Shaw, D E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 139-151

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001035

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8

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Computerized Reconstruction and 3-D Imaging in Medicine (1986)

Herman, G T

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 153-179

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001101

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9

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Reasoning Under Uncertainty (1990)

Pearl, J

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 37-72

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10

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A Survey of Distributed File Systems (1990)

Satyanarayanan, M

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 73-104

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11

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Number-Theoretic Algorithms (1990)

Bach, E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 119-172

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.001003

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12

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Channel Routing for Integrated Circuits (1990)

LaPaugh, A S ; Pinter, R Y

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 307-365

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.001515

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13

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Frame-Buffer Display Architectures (1986)

Sproull, R F

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 19-46

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.000315

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14

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Sequential and Parallel Algorithms for Finding Maximum Matchings in Graphs (1986)

Galil, Z

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 197-224

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001213

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15

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Dataflow Architectures (1986)

Arvind ; Culler, D E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 225-253

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001301

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16

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Knowledge Representation and Reasoning (1986)

Levesque, H J

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 255-287

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001351

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17

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Advances in Compiler Technology (1986)

Hennessy, J ; Ganapathi, M

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 83-106

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.000503

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18

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Type Architectures, Shared Memory, and the Corollary of Modest Potential (1986)

Snyder, L

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 289-317

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001445

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19

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Programming Environments Today (1986)

Reiss, S P

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 181-195

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20

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Information-Based Complexity (1986)

Wozniakowski, H

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 319-380

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.001535

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21

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Qualitative Student Models (1986)

Clancey, W J

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 1 (1986), S. 381-450

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URL: http://dx.doi.org/10.1146/annurev.cs.01.060186.002121

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22

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Common Lisp (1987)

Fahlman, S E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 1-19

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23

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The Emerging Paradigm of Computational Vision (1987)

Zucker, S W

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 69-89

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.000441

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24

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Knowledge-Based Software Tools (1987)

Barstow, D R

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 21-35

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.000321

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25

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Computer Algebra Algorithms (1987)

Kaltofen, E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 91-118

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26

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Using Reasoning About Knowledge to Analyze Distributed Systems (1987)

Halpern, J Y

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 37-68

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27

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Linear Programming (1986) (1987)

Megiddo, N

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 119-145

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001003

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28

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Logic, Problem Solving, and Deduction (1987)

McDermott, D V

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 187-229

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001155

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29

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Algorithmic Geometry of Numbers (1987)

Kannan, R

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 231-267

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001311

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30

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Research on Automatic Verification of Finite-State Concurrent Systems (1987)

Clarke, E M ; Grumberg, O

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 269-290

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001413

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31

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Computer Applications in Education: A Historical Overview (1987)

Kurland, D M ; Kurland, L C

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 317-358

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001533

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32

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Planning (1987)

Georgeff, M P

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 359-400

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.002043

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33

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Language Generation and Explanation (1987)

McKeown, K R ; Swartout, W R

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 401-449

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.002153

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34

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Search Techniques (1987)

Pearl, J ; Korf, R E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 451-467

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.002315

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35

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Nonmonotonic Reasoning (1987)

Reiter, R

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 147-186

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001051

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36

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Techniques and Architectures for Fault-Tolerant Computing (1987)

Maxion, R A ; Siewiorek, D P ; Elkind, S A

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 469-520

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.002345

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37

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Database Security (1988)

Denning, D E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 1-22

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ISSN: 8756-7016

Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.000245

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38

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Vision and Navigation for the Carnegie-Mellon Navlab (1987)

Thorpe, C ; Hebert, M ; Kanade, T ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 521-556

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.002513

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39

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Network Protocols and Tools to Help Produce Them (1987)

Rudin, H

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 2 (1987), S. 291-316

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URL: http://dx.doi.org/10.1146/annurev.cs.02.060187.001451

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40

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Fundamentals of Expert Systems (1988)

Buchanan, B G ; Smith, R G

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 23-58

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ISSN: 8756-7016

Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.000323

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Protein Folding: Computational Approaches to an Exponential-Time Problem (1988)

Reeke, G N

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 59-84

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.000423

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Algebraic Methods for Geometric Reasoning (1988)

Buchberger, B ; Collins, G E ; Kutzler, B

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 85-119

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.000505

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Image Analysis (1988)

Pavlidis, T

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 121-146

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001005

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Themes in the Development of Programming Logics CIRCA 1963-1987 (1988)

Constable, R L

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 147-165

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001051

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The Lisp Experience (1988)

Abelson, H ; Halfant, M ; Katzenelson, J ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 167-195

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Commonsense Physics: A Review (1988)

Forbus, K D

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 197-232

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001213

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Parallel Algorithmic Techniques For Combinational Computation (1988)

Eppstein, D ; Galil, Z

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 233-283

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001313

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Algebraic Complexity Theory (1988)

Gathen, J V Z

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 317-348

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URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001533

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Computer Applications in Manufacturing (1988)

Voelcker, H B ; Requicha, A A G ; Conway, R W

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 349-387

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.002025

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Resolution Theorem Proving (1988)

Stickel, M E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 285-316

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.001441

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Reflections on Computer Science (1990)

Hopcroft, J E

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 1-12

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.000245

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Supercomputers (1990)

Schneck, P B

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 13-36

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.000305

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Complexity Classes (1990)

Immerman, N

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 105-117

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URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.000541

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Computational Geometry (1988)

O'Rourke, J

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 3 (1988), S. 389-411

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.03.060188.002133

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Instruction Scheduling for Superscalar Architectures (1990)

Lam, M S

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 173-201

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Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.001133

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Coordinated Problem Solvers (1990)

Gasser, L ; Hill, R W

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 203-253

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.001223

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Intelligent Training Systems (1990)

Lesgold, A ; Chipman, S ; Brown, J S ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 383-394

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002123

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Knowledge-Based Systems (1990)

Buchanan, B G ; Bobrow, D ; Davis, R ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 395-416

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Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002143

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Natural Language Processing (1990)

Weischedel, R ; Carbonell, J ; Grosz, B ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 435-452

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Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002251

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Machine Learning (1990)

Mitchell, T ; Buchanan, B ; DeJong, G ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 417-433

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Quelle: Annual Reviews Electronic Back Volume Collection 1932-2001ff

Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002221

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Prototyping (1990)

Balzer, R ; Belz, F ; Dewar, R ; [weitere]

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 453-465

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002321

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Robotics: A Long Range Plan to Maximize National Capabilities (1990)

Hopcroft, J ; Cutkosky, M ; Lozano-Perez, T

Palo Alto, Calif. : Annual Reviews

Annual Review of Computer Science 4 (1990), S. 467-479

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1146/annurev.cs.04.060190.002343

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63

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News (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00120

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Diary (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00121

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Representing diverse mathematical problems using neural networks in hybrid intelligent systems (1999)

Xing Li, Hong ; Li, L.X

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: In recent years, artificial neural networks have attracted considerable attention as candidates for novel computational systems. Computer scientists and engineers are developing neural networks as representational and computational models for problem solving: neural networks are expected to produce new solutions or alternatives to existing models. This paper demonstrates the flexibility of neural networks for modeling and solving diverse mathematical problems including Taylor series expansion, Weierstrass’s first approximation theorem, linear programming with single and multiple objectives, and fuzzy mathematical programming. Neural network representations of such mathematical problems may make it possible to overcome existing limitations, to find new solutions or alternatives to existing models, and to achieve synergistic effects through hybridization.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00118

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66

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Comparing neural network approximations for different functional forms (1999)

Morgan, Peter ; Curry, Bruce ; Beynon, Malcolm

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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ISSN: 1468-0394

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Notizen: This paper examines the capacity of feedforward neural networks (NNs) to approximate certain functional forms. Its purpose is to show that the theoretical property of ‘universal approximation’, which provides the basic rationale behind the NN approach, should not be interpreted too literally. The most important issue considered involves the number of hidden layers in the network. We show that for a number of interesting functional forms better generalization is possible with more than one hidden layer, despite theoretical results to the contrary. Our experiments constitute a useful set of counter-examples.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00096

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Book Reviews (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Notizen: John McCardle, Neural Network Systems Techniques and Applications

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URL: http://dx.doi.org/10.1111/1468-0394.00090

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An interactive tool for knowledge base refinement (1999)

Diamantidis, N. A ; Giakoumakis, E. A

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

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Notizen: We present a tool that combines two main trends of knowledge base refinement. The first is the construction of interactive knowledge acquisition tools and the second is the development of machine learning methods that automate this procedure. The tool presented here is interactive and gives experts the ability to evaluate an expert system and provide their own diagnoses on specific problems, when the expert system behaves erroneously. We also present a database scheme that supports the collection of specific instances. The second aspect of the tool is that knowledge base refinement and machine learning methods can be applied to the database, in order to automate the procedure refining the knowledge base. In this paper we examine the application of inductive learning algorithms within the proposed framework. Our main goal is to encourage the experts to evaluate expert systems and to introduce new knowledge, based on their experience.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00087

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Neural network analysis and the characteristics of market sentiment in the financial markets (2000)

McIntyre-Bhatty, Y. T.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: The properties of a modular neural network system designed to forecast movements of the long gilt futures contract are examnined. The examination illustrates that diagnostic measures can effectively inform end-users of the system when appropriately to switch modules given the likelihood of the degradation of forecasts. The modelling is based upon periods of market sentiment, and the inductive data models encapsulated, within the modules of the neural network system, are investigated. The models track, and also provide knowledge of , underlying market characteristics in different periods of market sentiment. The research provides deductions concerning the (dis-)similarity of underlying characteristics in differing periods of market sentiment.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00141

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Diagnostic expert systems: a method for engineering knowledge used in sequential diagnosis (2000)

Mussi, Silvano

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: The paper presents a method for helping knowledge engineers in modelling the knowledge involved in sequential diagnosis. In particular, we consider sequential diagnosis as a process which occurs in the following type of scenario: (1) there exist some candidate hypotheses which are to be pursued; (2) for each hypothesis there are some alternative tests which might be executed to pursue it; (3) the available knowledge about the world precludes projecting into the future (in other words, the available knowledge about the world does not afford the information needed for planning sequences of tests, i.e. for projecting the consequences of possible sequences of actions and picking the best sequence); (4) the choice of the next test (or tests) is made on the basis of the current state of knowledge; (5) the outcome of a test execution is affected by uncertainty. The suggested method addresses the problem of engineering the knowledge experts use for making decisions under uncertainty. A practical example of the method is also presented: at any time of the diagnostic process the expert is provided with a dynamically updated list of suggested tests in order to support him or her in the decision-making problem about which test to execute next.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00142

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Internet-based expert systems (2000)

Grove, Ralph

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: The Internet offers a large potential for delivery of various information-based services, including the services of intelligent applications. As the availability of the Internet has grown, its value as a medium for the delivery of expert systems in particular has increased. There are now a large number of expert systems available on the Internet, including applications in industry, medicine, science and government. Though the Internet provides several advantages for expert system development, it also presents some special problems. These advantages and disadvantages are explored in more detail in this paper. The paper also presents a review of several Internet-based expert systems with a representative sample of publicly available applications, and a discussion of typical tools for developing Internet-based expert systems. A case study of an Internet-based expert system is presented as well.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00135

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Connectionist symbolic rule encoding using a generalized phase-locking mechanism (2000)

Seog Park, Nam

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: This paper describes a connectionist inference architecture which performs standard symbolic inference on a subclass of first-order predicate calculus. This work first involves constructing efficient connectionist mechanisms to represent basic symbol components, dynamic bindings and basic symbolic inference procedures, and devising a set of algorithms which automatically translates input descriptions to localist neural networks. These connectionist mechanisms are built by taking an existing phase-locking mechanism and extending it further to obtain desirable features to represent and manipulate basic symbol structures. The existing phase-locking mechanism represents dynamic bindings very efficiently using temporal synchronous activity between neuron elements but has fundamental limitations in supporting standard symbolic inference. The extension addresses these limitations. The extended system encodes a significant subset of a Horn clause language in a connectionist style.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00124

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Fractal encoding of context-free grammars in connectionist networks (2000)

Tabor, Whitney

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Connectionist network learning of context-free languages has so far been applied only to very simple cases and has often made use of an external stack. Learning complex context-free languages with a homogeneous neural mechanism looks like a much harder problem. The current paper takes a step toward solving this problem by analyzing context-free grammar computation (without addressing learning) in a class of analog computers called dynamical automata, which are naturally implemented in connectionist networks. The result is a widely applicable method of using fractal sets to organize infinite-state computations in a bounded state space. An appealing consequence is the development of parameter-space maps, which locate various complex computers in spatial relationships to one another. An example suggests that such a global perspective on the organization of the parameter space may be helpful for solving the hard problem of getting connectionist networks to learn complex grammars from examples.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00126

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Analogy retrieval and processing with distributed vector representations (2000)

Plate, Tony A.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Holographic reduced representations (HRRs) are a method for encoding nested relational structures in fixed-width vector representations. HRRs encode relational structures as vector representations in such a way that the superficial similarity of the vectors reflects both superficial and structural similarity of the relational structures. HRRs also support a number of operations that could be very useful in psychological models of human analogy processing: fast estimation of superficial and structural similarity via a vector dot-product; finding corresponding objects in two structures; and chunking of vector representations. Although similarity assessment and discovery of corresponding objects both theoretically take exponential time to perform fully and accurately, with HRRs one can obtain approximate solutions in constant time. The accuracy of these operations with HRRs mirrors patterns of human performance on analog retrieval and processing tasks.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00125

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News (2000)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00127

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Diary (2000)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 17 (2000), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00128

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Editorial (1999)

Xu, Li D.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00113

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Integrating symbolic and numerical features for fault prediction and diagnosis by an expert system (1999)

Angeli, Chr

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: This paper addresses the topic of a predictive task after integration of symbolic and numerical features by a hybrid diagnostic expert system. The online interaction of information and knowledge from various sources is achieved after successful combination of different development environments, tools and programs. The system infers using cooperatively dynamic modelling information, online sensor information, and stored knowledge in the knowledge base.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00114

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A hybrid knowledge-based system applied to epidemic screening (1999)

Li, Lynn Ling X

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Although many knowledge-based systems (KBSs) focus on single-paradigm approaches to encoding knowledge (such as production rules), experts rarely use a single type of knowledge in solving a problem. More often, an expert will apply a number of reasoning mechanisms. In recent years, rule-based reasoning (RBR), case-based reasoning (CBR) and model-based reasoning (MBR) have emerged as important and complementary reasoning methodologies in artificial intelligence. For complex problem solving, it is useful to integrate RBR, CBR and MBR. In this paper, a hybrid KBS which integrates a deductive RBR system, an inductive CBR system and a quantitative MBR system is proposed for epidemic screening. The system has been tested using real data, and results are encouraging.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00116

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Dynamic recurrent neural networks for a hybrid intelligent decision support system for the metallurgical industry (1999)

Ming Zhou, Shang ; Xu, Li D

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Knowledge-based modeling and implementation of the various manufacturing processes represent an intensive research area. It is known that it is difficult to analyze the mechanisms of many industrial production processes and build dynamic models by employing classical methods for intelligent systems in manufacturing. This paper describes how to use dynamic recurrent neural networks to provide the model base of a hybrid intelligent system for the metallurgical industry with a quality control model. The hybrid system extracts the features of image sequences obtained through the vision detection subsystem and employs a dynamic recurrent neural network to assess and predict the product qualities to further coordinate the entire production process.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00115

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Proposing an architectural framework of a hybrid knowledge-based system for production rescheduling (1999)

Li, Lynn Ling X

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: An architectural configuration of a knowledge-based system for production rescheduling reported in this paper uncovers a number of points of interest to practitioners as well as researchers. The study shows that knowledge-based methods applied to production rescheduling are a valuable approach for manufacturers to manage production disturbances and deliver customer orders on time. Very often, developing an effective scheduling system whilst solving some problems requires an appropriate combination of a rigorous analysis of the production system state and the rules of thumb used by the human scheduler. In the actual performance of this hybrid system, an expert simulation system was used to produce new schedules that fit the real production environment.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00119

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82

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AI in the next millennium (1999)

Rugg, Gordon ; McGeorge, Peter

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00103

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83

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Expert knowledge acquisition and the unwilling expert: a knowledge engineering perspective (1999)

Lightfoot, Jay M.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Expert systems are an evolving technology with the potential to make human expertise widely and cheaply available. The literature describing the development of expert systems generally assumes that experts willingly give up their knowledge. This is unrealistic and may be a reason why most expert system projects fail. This paper explores the problem of unwilling experts from the perspective of a knowledge engineer building an expert system. The link between knowledge and organizational power is established and human motivation theories are discussed. Finally, a new motivational approach is introduced to help the knowledge engineer deal with unwilling experts.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00104

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84

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A knowledge sorting process for a product design expert system (1999)

Chen, Chun-Hsien ; Occenã, Luis G.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Knowledge sorting is one way to organize the knowledge acquired from the domain expert(s) and various sources. Well-organized knowledge representation will make rule extraction much easier. This paper describes a knowledge sorting process that was developed to facilitate the rule extraction for a product design expert system. The process capitalizes on the relationships between design attributes and factors, dependent and independent variables, and consists of three stages: identification of knowledge sources, generation of taxonomic trees, and organization of acquired knowledge. An example applies the sorting process to the development of an expert system for the design of wood head golf clubs.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00106

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The rise and ‘fall’ of expert systems in medicine (1999)

Heathfield, Heather

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: This paper represents a personal perspective on the last 13 years of research in medical artificial intelligence and expert systems, and describes the progress of the discipline from its inception to its current status. The challenges faced by researchers are examined, and it is argued that (despite the claims) theoretical and technical limitations are not the major barriers to the successful implementation of medical artificial intelligence and expert systems, but rather more complex professional and organizational issues are at stake.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00107

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86

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A function-centered framework for reasoning about system failure at multiple levels of abstraction (1999)

Russomanno, David J.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Notizen: This paper presents the knowledge organization for a simulation subsystem that is a component of a comprehensive expert system for failure modes and effects analysis. Organizing the simulation subsystem’s knowledge base around a function-centered ontology produces an architecture that facilitates reasoning about an engineering design at multiple levels of abstraction and throughout the life-cycle of the design. Moreover, the resulting architecture provides the capability for incorporating computer-aided analysis and design tools early on into the conceptual design of an engineering system before a commitment is made to a specific technology to implement the system’s behavior. The result is an expert system simulation knowledge source that can be used to reason about the effects of system failures based on conceptual designs, i.e. designs in which commitments to an underlying technology to achieve the system’s function have not yet been made but computer-aided assistance for reasoning about the system’s potential failure modes and effects is useful.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00105

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87

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Connectionist variable binding (1999)

Browne, Antony ; Sun, Ron

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Variable binding has long been a challenge to connectionists. Attempts to perform variable binding using localist and distributed connectionist representations are discussed, and problems inherent in each type of representation are outlined.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00108

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Book Reviews (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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ISSN: 1468-0394

Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Books reviewed:Daniel Kustrin, Neural Network Analysis, Architectures and ApplicationsSimon O’Keefe, Fuzzy and Neural Approaches in EngineeringJohn McCardle, Neural Network Systems Techniques and Application

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00109

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The Department of Trade and Industry’s Smart Systems for Decision Makers initiative (1999)

Rugg, Gordon

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00110

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90

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News (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00111

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91

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Diary (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00112

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Foreword (1999)

Rugg, Gordon

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00094

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93

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Symbol processing — a challenge for neural networks? (1999)

Browne, Antony

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00095

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94

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Extending CLIPS to support temporal representation and reasoning (1999)

Chinn, Susan J. ; Madey, Gregory R.

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Applications using expert systems for monitoring and control problems often require the ability to represent temporal knowledge and to apply reasoning based on that knowledge. Incorporating temporal representation and reasoning into expert systems leads to two problems in development: dealing with an implied temporal order of events using a non-procedural tool; and maintaining the large number of temporal relations that can occur among facts in the knowledge base. In this paper we explore these problems by using an expert system shell, CLIPS (C Language Integrated Production System), to create temporal relations using common knowledge-based constructs. We also build an extension to CLIPS through a user-defined function which generates the temporal relations from those facts. We use the extension to create and maintain temporal relations in a workflow application that monitors and controls an engineering design change review process. We also propose a solution to ensure truth maintenance among temporally related facts that links our temporal extension to the CLIPS facility for truth maintenance.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00097

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News (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00101

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96

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Development of a fuzzy push delivery scheme for Internet sites (1999)

Tso, S.K ; Lau, H.C.W ; Ip, R.W.L

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Quelle: Blackwell Publishing Journal Backfiles 1879-2005

Thema: Informatik

Notizen: Push technology is the term recently linked with Web-based products to indicate the built-in capability of the software package to deliver relevant information to the user automatically. In this paper, a fuzzy push delivery scheme is described which ‘observes’ the movements of the user within the Web pages and then evaluates the personal interests and preferences of the user. With the information available from the fuzzy scheme, Web site information favoured by visitors can be ‘pushed’ to them without even being requested. To verify the feasibility of the concept, a Web site with various shopping spots has been developed with built-in functions to detect the time of stay in various sites by visitors . Output from the proposed fuzzy scheme is compared with the perception of the interest level given by the visitors themselves for its evaluation. The built-in feature of the scheme can significantly enhance the functionality and attractiveness of the Web site involved and hence improve its competitiveness in the global market. The development of the proposed scheme and its evaluation in an emulated Internet environment are covered in the paper.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00099

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97

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An online expert system for fault diagnosis in hydraulic systems (1999)

Angeli, Chr

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Notizen: Fault diagnosis has become increasingly important for industrial automation and many approaches have been investigated for the online diagnostic task. This work demonstrates a new online expert system for dynamic industrial automated processes. The emphasis of this diagnostic system lies in the functions provided for fault detection, prediction, compensation and diagnosis. The system uses experiential knowledge cooperatively with scientific knowledge in a new interactive formation. It is developed in two parts using the DASYLab software for the numerical computations and the KPWin development tool for the symbolic representations. The system was developed in collaboration with the company Automation Systems S.A., which specializes in hydraulic systems, and is used for fault detection in production machines.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00100

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98

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Facilitating the use of multi-attribute utility theory in expert systems:an aid for identifying the right relative importance weights of attributes (1999)

Mussi, Silvano

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Notizen: In general, expert system applications to real cases involve making decisions, i.e. selecting a suitable action among a set of possible alternative actions. A well-known standard method for modelling decision problems is the so-called multi-attribute utility theory (MAUT), a method in which the alternatives are viewed in terms of their attributes. A set of attributes are identified and a specific value and a suitable relative importance weight are assigned to each attribute. However, it is not easy for the expert to quantify the relative importance weight of an attribute: this assignment entails a certain abstraction activity from the expert and, as is well known, experts have difficulty in providing their knowledge in abstract and general terms. In order to overcome this difficulty we propose a method for automatically inferring relative importance weights from a set of specific action sequences. An action sequence is a list in chronological order of the actions executed by the expert when facing specific cases of decision problems. Providing action sequences requires no other effort but remembering specific episodes, and this task is much easier for experts than having to directly provide precise numbers expressing relative importance weights. Moreover in many cases action sequences are already stored in suitable records. Consider, for example, the list of medical tests executed on a given patient, a list included in the patient clinical record stored in the clinical database of a hospital. On the basis of these considerations the proposed method should be useful for designers of expert systems which face problems of choosing the right action among a set of alternative actions.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00098

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Diary (1999)

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Thema: Informatik

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00102

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100

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Editorial (1999)

Rugg, Gordon ; McGeorge, Peter ; Alty, James

Oxford, UK and Boston, USA : Blackwell Publishers Ltd

Expert systems 16 (1999), S. 0

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Materialart: Digitale Medien

URL: http://dx.doi.org/10.1111/1468-0394.00035-i4

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