2007年8月12日星期日

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Contents

 

 

Machine Learning Journal

 

Journal of Machine learning research

 

Data Mining and Knowledge Discovery

 

IEEE-Transactions on Knowledge and Data Engineering

 

IEEE-Transactions on Pattern Analysis and Machine Intelligence

 

Artificial Intelligence Journal

 

Journal of Artificial Intelligence Research

 

Computational Intelligence

 

Pattern Recognition

 

Neural Computation

 

IEEE-Transactions on Neural Networks

 

 

 

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Machine Learning Journal

 

 

 

 

 107-135
 137-169
 171-200

 

 

 

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Journal of Machine learning research

 

 

 

 

Generalization Error Bounds in Semi-supervised Classification Under the Cluster Assumption
Philippe Rigollet; 8(Jul):1369--1392, 2007.
[abs][pdf]

 

 

Learning to Classify Ordinal Data: The Data Replication Method
Jaime S. Cardoso, Joaquim F. Pinto da Costa; 8(Jul):1393--1429, 2007.
[abs][pdf]

 

 

Attribute-Efficient and Non-adaptive Learning of Parities and DNF Expressions
Vitaly Feldman; 8(Jul):1431--1460, 2007.
[abs][pdf]

 

 

PAC-Bayes Risk Bounds for Stochastic Averages and Majority Votes of Sample-Compressed Classifiers
François Laviolette, Mario Marchand; 8(Jul):1461--1487, 2007.
[abs][pdf]

 

 

On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning
Rie Johnson, Tong Zhang; 8(Jul):1489--1517, 2007.
[abs][pdf]

 

 

An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression
Kwangmoo Koh, Seung-Jean Kim, Stephen Boyd; 8(Jul):1519--1555, 2007.
[abs][pdf]

 

 

Multi-class Protein Classification Using Adaptive Codes
Iain Melvin, Eugene Ie, Jason Weston, William Stafford Noble, Christina Leslie; 8(Jul):1557--1581, 2007.
[abs][pdf]

 

 

Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification
Onur C. Hamsici, Aleix M. Martinez; 8(Jul):1583--1623, 2007.
[abs][pdf]

 

 

Handling Missing Values when Applying Classification Models
Maytal Saar-Tsechansky, Foster Provost; 8(Jul):1623--1657, 2007.
[abs][pdf]

 

 

Compression-Based Averaging of Selective Naive Bayes Classifiers
Marc Boullé; 8(Jul):1659--1685, 2007.
[abs][pdf]

 

 

 

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Data Mining and Knowledge Discovery

 

 

 

 

DOI 10.1007/s10618-007-0075-9
作者 Geoffrey I. Webb
Subject Collection 计算机科学
全文 PDF (44 kb)  HTML
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 1-2
 3-20
DOI 10.1007/s10618-007-0069-7
作者 Pedro Domingos
Subject Collection 计算机科学
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 21-28
DOI 10.1007/s10618-007-0063-0
作者 Raghu Ramakrishnan, Bee-Chung Chen
Subject Collection 计算机科学
全文 PDF (425 kb)  HTML
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 29-54
 55-86
 87-97

 

 

 

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Knowledge and Data Engineering, IEEE Transactions on

 

 

 

 No update!

 

 

 

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Pattern Analysis and Machine Intelligence, IEEE Transaction on

 

 

 

 No update!

 

 

 

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Artificial Intelligence Journal

 

 

 

 No update!

 

 

 

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Journal of Artificial Intelligence Research

 

 

 

 

T. Di Noia, E. Di Sciascio and F. M. Donini (2007) "Semantic Matchmaking as Non-Monotonic Reasoning: A Description Logic Approach", Volume 29, pages 269-307

Abstract | PDF | PostScript

H. M. Pasula, L. S. Zettlemoyer and L. P. Kaelbling (2007) "Learning Symbolic Models of Stochastic Domains", Volume 29, pages 309-352

Abstract | PDF | PostScript

 

 

 

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Computational Intelligence

 

 

 

 

pages 299�301
pages 302�319
pages 320�338
pages 339�355
pages 356�372
pages 373�392

 

 

 

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Pattern Recognition

 

 

 

 NO update!

 

 

 

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Neural Computation

 

 

 

 

Articles:Back

R. Jacob Vogelstein, Udayan Mallik, Eugenio Culurciello, Gert Cauwenberghs, and Ralph Etienne-Cummings
A Multichip Neuromorphic System for Spike-Based Visual Information Processing
Neural Comp. 2007 19: 2281-2300. [Abstract] [Full Text] [PDF]  

 

 

Letters:Back

Joseph F. Murray and Kenneth Kreutz-Delgado
Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning
Neural Comp. 2007 19: 2301-2352. [Abstract] [Full Text] [PDF]  

 

Carlos R. Cassanello and Vincent P. Ferrera
Visual Remapping by Vector Subtraction: Analysis of Multiplicative Gain Field Models
Neural Comp. 2007 19: 2353-2386. [Abstract] [Full Text] [PDF]  

 

Alexander S. Klyubin, Daniel Polani, and Chrystopher L. Nehaniv
Representations of Space and Time in the Maximization of Information Flow in the Perception-Action Loop
Neural Comp. 2007 19: 2387-2432. [Abstract] [Full Text] [PDF]  

 

Judith E. Dayhoff
Computational Properties of Networks of Synchronous Groups of Spiking Neurons
Neural Comp. 2007 19: 2433-2467. [Abstract] [Full Text] [PDF]  

 

Kosuke Hamaguchi, Masato Okada, and Kazuyuki Aihara
Variable Timescales of Repeated Spike Patterns in Synfire Chain with Mexican-Hat Connectivity
Neural Comp. 2007 19: 2468-2491. [Abstract] [Full Text] [PDF]  

 

Christof Cebulla
Asymptotic Behavior and Synchronizability Characteristics of a Class of Recurrent Neural Networks
Neural Comp. 2007 19: 2492-2514. [Abstract] [Full Text] [PDF]  

 

Takaaki Aoki and Toshio Aoyagi
Self-Organizing Maps with Asymmetric Neighborhood Function
Neural Comp. 2007 19: 2515-2535. [Abstract] [Full Text] [PDF]  

 

Tomoharu Iwata, Kazumi Saito, Naonori Ueda, Sean Stromsten, Thomas L. Griffiths, and Joshua B. Tenenbaum
Parametric Embedding for Class Visualization
Neural Comp. 2007 19: 2536-2556. [Abstract] [Full Text] [PDF]  

 

Chun-Hou Zheng, De-Shuang Huang, Kang Li, George Irwin, and Zhan-Li Sun
MISEP Method for Postnonlinear Blind Source Separation
Neural Comp. 2007 19: 2557-2578. [Abstract] [Full Text] [PDF]  

 

 

 

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Neural Networks, IEEE Transaction on

 

 

 

 

Guest Editorial Special Issue on Neural Networks for Feedback Control Systems
Lewis, F. L.; Huang, J.; Parisini, T.; Prokhorov, D. V.; Wunsch, D. C.
Page(s): 969-972
Digital Object Identifier 10.1109/TNN.2007.902966
Abstract  | Full Text: PDF (87 KB)
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Kernel-Based Least Squares Policy Iteration for Reinforcement Learning
Xu, X.; Hu, D.; Lu, X.
Page(s): 973-992
Digital Object Identifier 10.1109/TNN.2007.899161
Abstract  | Full Text: PDF (947 KB)
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Robust Reinforcement Learning Control Using Integral Quadratic Constraints for Recurrent Neural Networks
Anderson, C. W.; Young, P. M.; Buehner, M. R.; Knight, J. N.; Bush, K. A.; Hittle, D. C.
Page(s): 993-1002
Digital Object Identifier 10.1109/TNN.2007.899520
Abstract  | Full Text: PDF (840 KB)
Rights and Permissions
Training Recurrent Neurocontrollers for Real-Time Applications
Prokhorov, D. V.
Page(s): 1003-1015
Digital Object Identifier 10.1109/TNN.2007.899521
Abstract  | Full Text: PDF (847 KB)
Rights and Permissions
SVM-Based Tree-Type Neural Networks as a Critic in Adaptive Critic Designs for Control
Deb, A. K.; Jayadeva,; Gopal, M.; Chandra, S.
Page(s): 1016-1030
Digital Object Identifier 10.1109/TNN.2007.899255
Abstract  | Full Text: PDF (794 KB)
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Least Squares Solutions of the HJB Equation With Neural Network Value-Function Approximators
Tassa, Y.; Erez, T.
Page(s): 1031-1041
Digital Object Identifier 10.1109/TNN.2007.899249
Abstract  | Full Text: PDF (951 KB)
Rights and Permissions
Neural Network Control for Position Tracking of a Two-Axis Inverted Pendulum System: Experimental Studies
Jung, S.; Cho, H.-T.; Hsia, T. C.
Page(s): 1042-1048
Digital Object Identifier 10.1109/TNN.2007.899128
Abstract  | Full Text: PDF (1255 KB)
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Neural Network Adaptive Output Feedback Control for Intensive Care Unit Sedation and Intraoperative Anesthesia
Haddad, W. M.; Bailey, J. M.; Hayakawa, T.; Hovakimyan, N.
Page(s): 1049-1066
Digital Object Identifier 10.1109/TNN.2007.899164
Abstract  | Full Text: PDF (714 KB)
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Fault Detection in Mechanical Systems With Friction Phenomena: An Online Neural Approximation Approach
Papadimitropoulos, A.; Rovithakis, G. A.; Parisini, T.
Page(s): 1067-1082
Digital Object Identifier 10.1109/TNN.2007.899182
Abstract  | Full Text: PDF (726 KB)
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Neural Network Controller Development and Implementation for Spark Ignition Engines With High EGR Levels
Vance, J. B.; Singh, A.; Kaul, B. C.; Jagannathan, S.; Drallmeier, J. A.
Page(s): 1083-1100
Digital Object Identifier 10.1109/TNN.2007.899199
Abstract  | Full Text: PDF (2122 KB)
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Neural Control of Fast Nonlinear Systems― Application to a Turbocharged SI Engine With VCT
Colin, G.; Chamaillard, Y.; Bloch, G.; Corde, G.
Page(s): 1101-1114
Digital Object Identifier 10.1109/TNN.2007.899221
Abstract  | Full Text: PDF (2094 KB)
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Robust/Optimal Temperature Profile Control of a High-Speed Aerospace Vehicle Using Neural Networks
Yadav, V.; Padhi, R.; Balakrishnan, S. N.
Page(s): 1115-1128
Digital Object Identifier 10.1109/TNN.2007.899229
Abstract  | Full Text: PDF (1537 KB)
Rights and Permissions
Semiglobal ISpS Disturbance Attenuation With Output Tracking via Direct Adaptive Design
Ge, S. S.; Han, T.-T.
Page(s): 1129-1148
Digital Object Identifier 10.1109/TNN.2007.899159
Abstract  | Full Text: PDF (766 KB)
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Adaptive Control of a Class of Nonaffine Systems Using Neural Networks
Yang, B.-Y.; Calise, A. J.
Page(s): 1149-1159
Digital Object Identifier 10.1109/TNN.2007.899253
Abstract  | Full Text: PDF (1023 KB)
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Novel ${cal L}_{1}$ Neural Network Adaptive Control Architecture With Guaranteed Transient Performance
Cao, C.; Hovakimyan, N.
Page(s): 1160-1171
Digital Object Identifier 10.1109/TNN.2007.899197
Abstract  | Full Text: PDF (833 KB)
Rights and Permissions
Active State Estimation for Nonlinear Systems: A Neural Approximation Approach
Scardovi, L.; Baglietto, M.; Parisini, T.
Page(s): 1172-1184
Digital Object Identifier 10.1109/TNN.2007.899251
Abstract  | Full Text: PDF (861 KB)
Rights and Permissions
Discrete-Time Adaptive Backstepping Nonlinear Control via High-Order Neural Networks
Alanis, A. Y.; Sanchez, E. N.; Loukianov, A. G.
Page(s): 1185-1195
Digital Object Identifier 10.1109/TNN.2007.899170
Abstract  | Full Text: PDF (939 KB)
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Neural-Network-Based Approximate Output Regulation of Discrete-Time Nonlinear Systems
Lan, W.; Huang, J.
Page(s): 1196-1208
Digital Object Identifier 10.1109/TNN.2007.899212
Abstract  | Full Text: PDF (890 KB)
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Support Vector Networks in Adaptive Friction Compensation
Wang, G. L.; Li, Y. F.; Bi, D. X.
Page(s): 1209-1219
Digital Object Identifier 10.1109/TNN.2007.899148
Abstract  | Full Text: PDF (620 KB)
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Self-Organizing Approximation-Based Control for Higher Order Systems
Zhao, Y.; Farrell, J. A.
Page(s): 1220-1231
Digital Object Identifier 10.1109/TNN.2007.899217
Abstract  | Full Text: PDF (819 KB)
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Self-Organizing Adaptive Fuzzy Neural Control for a Class of Nonlinear Systems
Hsu, C.-F.
Page(s): 1232-1241
Digital Object Identifier 10.1109/TNN.2007.899178
Abstract  | Full Text: PDF (430 KB)
Rights and Permissions
Characterization of Analog Local Cluster Neural Network Hardware for Control
Sitte, J.; Zhang, L.; Rueckert, U.
Page(s): 1242-1253
Digital Object Identifier 10.1109/TNN.2007.899518
Abstract  | Full Text: PDF (964 KB)
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Application of Neural Network to Hybrid Systems With Binary Inputs
Holderbaum, W.
Page(s): 1254-1261
Digital Object Identifier 10.1109/TNN.2007.899181
Abstract  | Full Text: PDF (498 KB)
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结尾

 

 

 
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