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Results 1 - 20 of 26,734
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Coevolution of intelligent agents using cartesian genetic programming
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July 2007
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GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation
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Publisher: ACM
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Full text available: |
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(373.83 KB)
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| Bibliometrics: Downloads (6 Weeks): 10, Downloads (12 Months): 45, Downloads (Overall): 204, Citation Count: 5 |
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A coevolutionary competitive learning environment for two antagonistic agents is presented. The agents are controlled by a new kind of computational network based on a compartmentalised model of neurons. We have taken the view that the genetic basis ...
Keywords: artificial neural networks, brain, co-evolution, genetic programming
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4
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Temporal difference learning for heuristic search and game playing
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January 2000
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Information Sciences: an International Journal
, Volume 122 Issue 1
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Publisher: Elsevier Science Inc.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Keywords: chess, games, heuristic, learning, temporal difference
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6
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Dna binding economies
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January 2007
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Dna binding economies
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Publisher: Massachusetts Institute of Technology
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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This thesis develops a new scalable modeling framework at the interface of game theory and machine learning to recover economic structures from limited slices of data. Inference using economic models has broad applicability in machine learning. Economic ...
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7
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Payoff-Monotonic Game Dynamics and the Maximum Clique Problem
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May 2006
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Neural Computation
, Volume 18 Issue 5
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Publisher: MIT Press
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 2 |
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Evolutionary game-theoretic models and, in particular, the so-called replicator equations have recently proven to be remarkably effective at approximately solving the maximum clique and related problems. The approach is centered around a classic result ...
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9
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Counterpropagation Neural Network for Stochastic Conditional Simulation: An Application with Berea Sandstone
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October 2007
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ICDMW '07: Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
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Publisher: IEEE Computer Society
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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A neural network trained using the counterpropagation algorithm to produce stochastic conditional simulations is applied and evaluated on a real dataset. This type of network is a non-parametric clustering algorithm not constrained by assumptions (i.e. ...
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10
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Sparse adaptive memory
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September 1995
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Sparse adaptive memory
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Publisher: Stanford University
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Keywords: Bayesian classification, adaptive learning, pattern recognition
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11
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Constructing optimal educational tests using GMDH-based item ranking and selection
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January 2009
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Neurocomputing
, Volume 72 Issue 4-6
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Publisher: Elsevier Science Publishers B. V.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Item ranking and selection plays a key role in constructing concise and informative educational tests. Traditional techniques based on the item response theory (IRT) have been used to automate this task, but they require model parameters to be determined ...
Keywords: Abductive networks, Educational measurements, Feature ranking, Feature selection, Filter methods, GMDH algorithm, Genetic algorithms, Item response theory, Machine learning, Mutual information, Neural networks, Optimal test design, Wrapper methods
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12
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Off to new shores: conceptual knowledge discovery and processing
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September 2003
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International Journal of Human-Computer Studies
, Volume 59 Issue 3
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Publisher: Academic Press, Inc.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 1 |
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In the last years, the main orientation of formal concept analysis (FCA) has turned from mathematics towards computer science. This article provides a review of this new orientation and analyses why and how FCA and computer science attracted each other. ...
Keywords: formal concept analysis, knowledge discovery, knowledge engineering, ontologies
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13
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Application of support vector machines in scour prediction on grade-control structures
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March 2009
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Engineering Applications of Artificial Intelligence
, Volume 22 Issue 2
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Publisher: Pergamon Press, Inc.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Research into the problem of predicting the maximum depth of scour on grade-control structures like sluice gates, weirs and check dams, etc., has been mainly of an experimental nature and several investigators have proposed a number of empirical relations ...
Keywords: Back propagation neural network, Grade-control structures, Modeling, Scour, Support vector machines
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14
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Fusion devices and changes of belief
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January 2008
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Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
, Volume 19 Issue 1
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Publisher: IOS Press
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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After receiving a piece of evidence Π, intelligent agents adapt their belief state. Knowing the belief state of several sensor agents, a fusion agent forms its own belief state. A belief state (old or new) is characterized by numbers μ(A) attached ...
Keywords: Belief, fusion, imprecise reasoning
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15
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Construction and analysis of educational tests using abductive machine learning
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August 2008
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Computers & Education
, Volume 51 Issue 1
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Publisher: Elsevier Science Ltd.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Recent advances in educational technologies and the wide-spread use of computers in schools have fueled innovations in test construction and analysis. As the measurement accuracy of a test depends on the quality of the items it includes, item selection ...
Keywords: Abductive machine learning, Abductive networks, Educational measurements, Item response theory, Neural networks, Optimal test design, Test analysis, Test construction
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16
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17
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Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
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June 2002
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Applied Intelligence
, Volume 17 Issue 1
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Publisher: Kluwer Academic Publishers
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 5 |
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Locally weighted learning (LWL) is a class of techniques from nonparametric statistics that provides useful representations and training algorithms for learning about complex phenomena during autonomous adaptive control of robotic systems. This paper ...
Keywords: incremental learning, internal models, locally weighted learning, motor control, nonparametric regression
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18
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Silicon neurons
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October 1992
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BYTE
, Volume 17 Issue 10
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Publisher: McGraw-Hill, Inc.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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19
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Feed forward backpropagation algorithm for estimating reference evapotranspiration in Burkina Faso
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July 2008
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ICCOMP'08: Proceedings of the 12th WSEAS international conference on Computers
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Publisher: World Scientific and Engineering Academy and Society (WSEAS)
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 0 |
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Reference evapotranspiration (ETo) identified as a key hydrological variable, has been widely used for agricultural water management. Its accurate estimation is vitally important for computerizing crop water balance analysis. The sole recommended method ...
Keywords: agricultural water management, evapotranspiration, feed forward backpropagation, neural network, semiarid environment
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20
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Learning higher order correlations
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March 1993
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Neural Networks
, Volume 6 Issue 3
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Publisher: Elsevier Science Ltd.
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| Bibliometrics: Downloads (6 Weeks): n/a, Downloads (12 Months): n/a, Downloads (Overall): n/a, Citation Count: 2 |
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Keywords: higher order neurons, hypersurface fitting, pattern classification, principal component analysis
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