2006年8月30日星期三

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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

 

 

 

[Top]

 

Machine Learning Journal

 

 

 

 No Update!

 

 

 

[Top]

 

Journal of Machine learning research

 

 

 

 

Active Learning with Feedback on Features and Instances
Hema Raghavan, Omid Madani, Rosie Jones; 7(Aug):1655--1686, 2006.
[abs][pdf]

 

 

Large Scale Transductive SVMs
Ronan Collobert, Fabian Sinz, Jason Weston, Léon Bottou; 7(Aug):1687--1712, 2006.
[abs][pdf]

 

 

Considering Cost Asymmetry in Learning Classifiers
Francis R. Bach, David Heckerman, Eric Horvitz; 7(Aug):1713--1741, 2006.
[abs][pdf]

 

 

Learning Factor Graphs in Polynomial Time and Sample Complexity
Pieter Abbeel, Daphne Koller, Andrew Y. Ng; 7(Aug):1743--1788, 2006.
[abs][pdf]

 

 

 

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Data Mining and Knowledge Discovery

 

 

 

 No Update!

 

 

 

[Top]

 

Knowledge and Data Engineering, IEEE Transactions on

 

 

 

 Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
Tianyi Jiang; Tuzhilin, A.
Page(s):  1297- 1311
Digital Object Identifier 10.1109/TKDE.2006.164
AbstractPlus  | Full Text: PDF (3024 KB)
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 Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis
Jieping Ye; Janardan, R.; Qi Li; Haesun Park
Page(s):  1312- 1322
Digital Object Identifier 10.1109/TKDE.2006.160
AbstractPlus  | Full Text: PDF (1640 KB)
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 A Joinless Approach for Mining Spatial Colocation Patterns
Jin Soung Yoo; Shekhar, S.
Page(s):  1323- 1337
Digital Object Identifier 10.1109/TKDE.2006.150
AbstractPlus  | Full Text: PDF (3792 KB)
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 Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization
Min-Ling Zhang; Zhi-Hua Zhou
Page(s):  1338- 1351
Digital Object Identifier 10.1109/TKDE.2006.162
AbstractPlus  | Full Text: PDF (4040 KB)
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 Achieving Communication Efficiency through Push-Pull Partitioning of Semantic Spaces to Disseminate Dynamic Information
Bagchi, A.; Chaudhary, A.; Goodrich, M.T.; Chen Li; Shmueli-Scheuer, M.
Page(s):  1352- 1367
Digital Object Identifier 10.1109/TKDE.2006.153
AbstractPlus  | Full Text: PDF (1960 KB)
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 An Effective and Efficient Exact Match Retrieval Scheme for Symbolic Image Database Systems Based on Spatial Reasoning: A Logarithmic Search Time Approach
Punitha, P.; Guru, D.S.
Page(s):  1368- 1381
Digital Object Identifier 10.1109/TKDE.2006.154
AbstractPlus  | Full Text: PDF (4848 KB)
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 A Multiresolution Terrain Model for Efficient Visualization Query Processing
Kai Xu; Xiaofang Zhou; Xuemin Lin; Heng Tao Shen; Ke Deng
Page(s):  1382- 1396
Digital Object Identifier 10.1109/TKDE.2006.151
AbstractPlus  | Full Text: PDF (2496 KB)
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 Fuzzy Sets Defined on a Hierarchical Domain
Thomopoulos, R.; Buche, P.; Haemmerle, O.
Page(s):  1397- 1410
Digital Object Identifier 10.1109/TKDE.2006.161
AbstractPlus  | Full Text: PDF (1672 KB)
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 A Survey of Web Information Extraction Systems
Chia-Hui Chang; Kayed, M.; Girgis, M.R.; Shaalan, K.F.
Page(s):  1411- 1428
Digital Object Identifier 10.1109/TKDE.2006.152
AbstractPlus  | Full Text: PDF (4456 KB)
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 On Weight Design of Maximum Weighted Likelihood and an Extended EM Algorithm
Zhenyue Zhang; Yiu-ming Cheung
Page(s):  1429- 1434
Digital Object Identifier 10.1109/TKDE.2006.163
AbstractPlus  | Full Text: PDF (1352 KB)
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 Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering
Xingquan Zhu; Xindong Wu
Page(s):  1435- 1440
Digital Object Identifier 10.1109/TKDE.2006.155
AbstractPlus  | Full Text: PDF (2336 KB)
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 Cover3
Page(s):  c3- c3
Digital Object Identifier 10.1109/TKDE.2006.158
AbstractPlus  | Full Text: PDF (112 KB)
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Pattern Analysis and Machine Intelligence, IEEE Transaction on

 

 

 

 Estimation of Nonlinear Errors-in-Variables Models for Computer Vision Applications
Matei, B.C.; Meer, P.
Page(s):  1537- 1552
Digital Object Identifier 10.1109/TPAMI.2006.205
AbstractPlus  | Full Text: PDF (1304 KB)
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 Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers
Ward, J.A.; Lukowicz, P.; Troster, G.; Starner, T.E.
Page(s):  1553- 1567
Digital Object Identifier 10.1109/TPAMI.2006.197
AbstractPlus  | Full Text: PDF (2672 KB)
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 Convergent Tree-Reweighted Message Passing for Energy Minimization
Kolmogorov, V.
Page(s):  1568- 1583
Digital Object Identifier 10.1109/TPAMI.2006.200
AbstractPlus  | Full Text: PDF (2240 KB)
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 Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes
Mian, A.S.; Bennamoun, M.; Owens, R.
Page(s):  1584- 1601
Digital Object Identifier 10.1109/TPAMI.2006.213
AbstractPlus  | Full Text: PDF (9592 KB)
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 Integral Invariants for Shape Matching
Manay, S.; Cremers, D.; Byung-Woo Hong; Yezzi, A.J.; Soatto, S.
Page(s):  1602- 1618
Digital Object Identifier 10.1109/TPAMI.2006.208
AbstractPlus  | Full Text: PDF (3848 KB)
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 Rotation Forest: A New Classifier Ensemble Method
Rodriguez, J.J.; Kuncheva, L.I.; Alonso, C.J.
Page(s):  1619- 1630
Digital Object Identifier 10.1109/TPAMI.2006.211
AbstractPlus  | Full Text: PDF (4664 KB)
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 Affine Parameter Estimation from the Trace Transform
Kadyrov, A.; Petrou, M.
Page(s):  1631- 1645
Digital Object Identifier 10.1109/TPAMI.2006.198
AbstractPlus  | Full Text: PDF (2160 KB)
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 Graphical Models and Point Pattern Matching
Caetano, T.S.; Caelli, T.; Schuurmans, D.; Barone, D.A.C.
Page(s):  1646- 1663
Digital Object Identifier 10.1109/TPAMI.2006.207
AbstractPlus  | Full Text: PDF (2408 KB)
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 A Neural Network-Based Novelty Detector for Image Sequence Analysis
Markou, M.; Singh, S.
Page(s):  1664- 1677
Digital Object Identifier 10.1109/TPAMI.2006.196
AbstractPlus  | Full Text: PDF (4448 KB)
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 The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing
Snoek, C.G.M.; Worring, M.; Geusebroek, J.; Koelma, D.C.; Seinstra, F.J.; Smeulders, A.W.M.
Page(s):  1678- 1689
Digital Object Identifier 10.1109/TPAMI.2006.212
AbstractPlus  | Full Text: PDF (2208 KB)
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 Fast Active Appearance Model Search Using Canonical Correlation Analysis
Donner, R.; Reiter, M.; Langs, G.; Peloschek, P.; Bischof, H.
Page(s):  1690- 1694
Digital Object Identifier 10.1109/TPAMI.2006.206
AbstractPlus  | Full Text: PDF (952 KB)
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 Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression
Kyong I. Chang; Bowyer, K.W.; Flynn, P.J.
Page(s):  1695- 1700
Digital Object Identifier 10.1109/TPAMI.2006.210
AbstractPlus  | Full Text: PDF (2568 KB)
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 Iterative Local-Global Energy Minimization for Automatic Extraction of Objects of Interest
Gang Hua; Zicheng Liu; Zhengyou Zhang; Ying Wu
Page(s):  1701- 1706
Digital Object Identifier 10.1109/TPAMI.2006.209
AbstractPlus  | Full Text: PDF (1432 KB)
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 Analysis of Spatially and Temporally Overlapping Events with Application to Image Sequences
Ayala, G.; Sebastian, R.; Diaz, M.E.; Diaz, E.; Zoncu, R.; Toomre, D.
Page(s):  1707- 1712
Digital Object Identifier 10.1109/TPAMI.2006.199
AbstractPlus  | Full Text: PDF (1776 KB)
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Artificial Intelligence Journal

 

 

 

 No update!

 

 

 

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Journal of Artificial Intelligence Research

 

 

 

 

Y. Chen, B. W. Wah and C. Hsu (2006) "Temporal Planning using Subgoal Partitioning and Resolution in SGPlan", Volume 26, pages 323-369

Abstract | PDF | PostScript

E. Giunchiglia, M. Narizzano and A. Tacchella (2006) "Clause/Term Resolution and Learning in the Evaluation of Quantified Boolean Formulas", Volume 26, pages 371-416

Abstract | PDF | PostScript

D. Davidov and S. Markovitch (2006) "Multiple-Goal Heuristic Search", Volume 26, pages 417-451

Abstract | PDF | PostScript

J. Hoffmann, S. Edelkamp, S. Thiebaux, R. Englert, F. Liporace and S. Trueg (2006) "Engineering Benchmarks for Planning: the Domains Used in the Deterministic Part of IPC-4", Volume 26, pages 453-541

Abstract | PDF | PostScript

 

 

 

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Computational Intelligence

 

 

 

 No Update!

 

 

 

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Pattern Recognition

 

 

 

  Similarity-based pattern recognition Bicego, Manuele; Murino, Vittorio; Pelillo, Marcello; Torsello, Andrea pp. 1813-1814 Bibliographic Page | Article Full Text PDF (120 KB)

On the information and representation of non-Euclidean pairwise data Laub, Julian; Roth, Volker; Buhmann, Joachim M.; MÃÃller, Klaus-Robert pp. 1815-1826 Bibliographic Page | Article Full Text PDF (1.17 MB)

Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces Lozano, M.; Sotoca, J.M.; SÃÃnchez, J.S.; Pla, F.; PÄÄkalska, E.; Duin, R.P.W. pp. 1827-1838 Bibliographic Page | Article Full Text PDF (283 KB) Feature-based approach to semi-supervised similarity learning Gosselin, Philippe H.; Cord, Matthieu pp. 1839-1851 Bibliographic Page | Article Full Text PDF (424 KB)

Edit distance-based kernel functions for structural pattern classification Neuhaus, Michel; Bunke, Horst pp. 1852-1863 Bibliographic Page | Article Full Text PDF (498 KB)

Gaussian fields for semi-supervised regression and correspondence learning Verbeek, Jakob J.; Vlassis, Nikos pp. 1864-1875 Bibliographic Page | Article Full Text PDF (505 KB)

Fast multiscale clustering and manifold identification Kushnir, Dan; Galun, Meirav; Brandt, Achi pp. 1876-1891 Bibliographic Page | Article Full Text PDF (2.49 MB)

Multivariate image similarity in the compressed domain using statistical graph matching Theoharatos, Ch.; Pothos, V.K.; Laskaris, N.A.; Economou, G.; Fotopoulos, S. pp. 1892-1904 Bibliographic Page | Article Full Text PDF (831 KB)

Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval Chang, Hong; Yeung, Dit-Yan; Cheung, William K. pp. 1905-1917 Bibliographic Page | Article Full Text PDF (643 KB)

Similarity-based analysis for large networks of ultra-low resolution sensors Wren, Christopher R.; Minnen, David C.; Rao, Srinivasa G. pp. 1918-1931 Bibliographic Page | Article Full Text PDF (581 KB)

Specific object retrieval based on salient regions Shao, Ling; Brady, Michael pp. 1932-1948 Bibliographic Page | Article Full Text PDF ( 12 MB)

 

 

 

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Neural Computation

 

 

 

 

Notes:Back

Aapo Hyvärinen
Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines
Neural Comp. 2006 18: 2283-2292. [Abstract] [Full Text] [PDF]  

 

 

Letters:Back

Peter Dayan
Images, Frames, and Connectionist Hierarchies
Neural Comp. 2006 18: 2293-2319. [Abstract] [Full Text] [PDF]  

 

Manu Chhabra and Robert A. Jacobs
Properties of Synergies Arising from a Theory of Optimal Motor Behavior
Neural Comp. 2006 18: 2320-2342. [Abstract] [Full Text] [PDF]  

 

Omri Barak and Misha Tsodyks
Recognition by Variance: Learning Rules for Spatiotemporal Patterns
Neural Comp. 2006 18: 2343-2358. [Abstract] [Full Text] [PDF]  

 

Keiji Miura, Masato Okada, and Shun-ichi Amari
Estimating Spiking Irregularities Under Changing Environments
Neural Comp. 2006 18: 2359-2386. [Abstract] [Full Text] [PDF]  

 

Gaby Schneider, Martha N. Havenith, and Danko Nikolic
Spatiotemporal Structure in Large Neuronal Networks Detected from Cross-Correlation
Neural Comp. 2006 18: 2387-2413. [Abstract] [Full Text] [PDF]  

 

Peter A. Appleby and Terry Elliott
Stable Competitive Dynamics Emerge from Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity
Neural Comp. 2006 18: 2414-2464. [Abstract] [Full Text] [PDF]  

 

Lakshminarayan Srinivasan, Uri T. Eden, Alan S. Willsky, and Emery N. Brown
A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals
Neural Comp. 2006 18: 2465-2494. [Abstract] [Full Text] [PDF]  

 

Tobias Blaschke, Pietro Berkes, and Laurenz Wiskott
What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?
Neural Comp. 2006 18: 2495-2508. [Abstract] [Full Text] [PDF]  

 

Yoshua Bengio, Martin Monperrus, and Hugo Larochelle
Nonlocal Estimation of Manifold Structure
Neural Comp. 2006 18: 2509-2528. [Abstract] [Full Text] [PDF]  

 

Peter Tino, Igor Farkas, and Jort van Mourik
Dynamics and Topographic Organization of Recursive Self-Organizing Maps
Neural Comp. 2006 18: 2529-2567. [Abstract] [Full Text] [PDF]  

 

A. Sarishvili, Ch. Andersson, J. Franke, and G. Kroisandt
On the Consistency of the Blocked Neural Network Estimator in Time Series Analysis
Neural Comp. 2006 18: 2568-2581. [Abstract] [Full Text] [PDF]  

 

 

 

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Neural Networks, IEEE Transaction on

 

 

 

 A statistical property of multiagent learning based on Markov decision process
Iwata, K.; Ikeda, K.; Sakai, H.
Page(s):  829- 842
Digital Object Identifier 10.1109/TNN.2006.875990
AbstractPlus  | Full Text: PDF (664 KB)
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 Learning lateral interactions for feature binding and sensory segmentation from prototypic basis interactions
Weng, S.; Heiko Wersing; Steil, J.J.; Ritter, H.
Page(s):  843- 862
Digital Object Identifier 10.1109/TNN.2006.873295
AbstractPlus  | Full Text: PDF (2232 KB)
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 Real-time learning capability of neural networks
Guang-Bin Huang; Qin-Yu Zhu; Chee-Kheong Siew
Page(s):  863- 878
Digital Object Identifier 10.1109/TNN.2006.875974
AbstractPlus  | Full Text: PDF (1440 KB)
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 Universal approximation using incremental constructive feedforward networks with random hidden nodes
Guang-Bin Huang; Lei Chen; Chee-Kheong Siew
Page(s):  879- 892
Digital Object Identifier 10.1109/TNN.2006.875977
AbstractPlus  | Full Text: PDF (952 KB)
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 A study on SMO-type decomposition methods for support vector machines
Pai-Hsuen Chen; Rong-En Fan; Chih-Jen Lin
Page(s):  893- 908
Digital Object Identifier 10.1109/TNN.2006.875973
AbstractPlus  | Full Text: PDF (696 KB)
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 Cooperative information maximization with Gaussian activation functions for self-organizing maps
Kamimura, R.
Page(s):  909- 918
Digital Object Identifier 10.1109/TNN.2006.875984
AbstractPlus  | Full Text: PDF (600 KB)
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 Motif discoveries in unaligned molecular sequences using self-organizing neural networks
Derong Liu; Xiaoxu Xiong; DasGupta, B.; Huaguang Zhang
Page(s):  919- 928
Digital Object Identifier 10.1109/TNN.2006.875987
AbstractPlus  | Full Text: PDF (720 KB)
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 Fuzzy ARTMAP with input relevances
Andonie, R.; Sasu, L.
Page(s):  929- 941
Digital Object Identifier 10.1109/TNN.2006.875988
AbstractPlus  | Full Text: PDF (608 KB)
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 On global-local artificial neural networks for function approximation
Wedge, D.; Ingram, D.; McLean, D.; Clive Mingham; Bandar, Z.
Page(s):  942- 952
Digital Object Identifier 10.1109/TNN.2006.875972
AbstractPlus  | Full Text: PDF (616 KB)
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 Stable neurovisual servoing for robot manipulators
Loreto, G.; Garrido, R.
Page(s):  953- 965
Digital Object Identifier 10.1109/TNN.2006.875993
AbstractPlus  | Full Text: PDF (1424 KB)
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 An incremental training method for the probabilistic RBF network
Constantinopoulos, C.; Likas, A.
Page(s):  966- 974
Digital Object Identifier 10.1109/TNN.2006.875982
AbstractPlus  | Full Text: PDF (792 KB)
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 Nonlinear spatial-temporal prediction based on optimal fusion
Youshen Xia; Henry Leung
Page(s):  975- 988
Digital Object Identifier 10.1109/TNN.2006.875985
AbstractPlus  | Full Text: PDF (2376 KB)
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 A gradual noisy chaotic neural network for solving the broadcast scheduling problem in packet radio networks
Lipo Wang; Haixiang Shi
Page(s):  989- 1000
Digital Object Identifier 10.1109/TNN.2006.875976
AbstractPlus  | Full Text: PDF (664 KB)
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 Polymer property prediction and optimization using neural networks
Roy, N.K.; Potter, W.D.; Landau, D.P.
Page(s):  1001- 1014
Digital Object Identifier 10.1109/TNN.2006.875981
AbstractPlus  | Full Text: PDF (744 KB)
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 Processing of chemical sensor arrays with a biologically inspired model of olfactory coding
Raman, B.; Sun, P.A.; Gutierrez-Galvez, A.; Gutierrez-Osuna, R.
Page(s):  1015- 1024
Digital Object Identifier 10.1109/TNN.2006.875975
AbstractPlus  | Full Text: PDF (1312 KB)
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 Design and implementation of multipattern generators in analog VLSI
Kier, R.J.; Ames, J.C.; Beer, R.D.; Harrison, R.R.
Page(s):  1025- 1038
Digital Object Identifier 10.1109/TNN.2006.875983
AbstractPlus  | Full Text: PDF (2112 KB)
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 Parallel sequential minimal optimization for the training of support vector machines
Cao, L.J.; Keerthi, S.S.; Chong-Jin Ong; Zhang, J.Q.; Periyathamby, U.; Xiu Ju Fu; Lee, H.P.
Page(s):  1039- 1049
Digital Object Identifier 10.1109/TNN.2006.875989
AbstractPlus  | Full Text: PDF (592 KB)
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 Real-time computing platform for spiking neurons (RT-spike)
Ros, E.; Ortigosa, E.M.; Agis, R.; Carrillo, R.; Arnold, M.
Page(s):  1050- 1063
Digital Object Identifier 10.1109/TNN.2006.875980
AbstractPlus  | Full Text: PDF (1232 KB)
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 A fast identification algorithm for box-cox transformation based radial basis function neural network
Xia Hong
Page(s):  1064- 1069
Digital Object Identifier 10.1109/TNN.2006.875986
AbstractPlus  | Full Text: PDF (280 KB)
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 Neural network mechanism for the orientation behavior of sand scorpions towards prey
DaeEun Kim
Page(s):  1070- 1076
Digital Object Identifier 10.1109/TNN.2006.875971
AbstractPlus  | Full Text: PDF (560 KB)
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 Delay-dependent state estimation for delayed neural networks
Yong He; Qing-Guo Wang; Min Wu; Chong Lin
Page(s):  1077- 1081
Digital Object Identifier 10.1109/TNN.2006.875969
AbstractPlus  | Full Text: PDF (200 KB)
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 Face recognition using kernel scatter-difference-based discriminant analysis
Qingshan Liu; Xiaoou Tang; Hanqing Lu; Songde Ma
Page(s):  1081- 1085
Digital Object Identifier 10.1109/TNN.2006.875970
AbstractPlus  | Full Text: PDF (344 KB)
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 Analog neural network for support vector machine learning
Perfetti, R.; Ricci, E.
Page(s):  1085- 1091
Digital Object Identifier 10.1109/TNN.2006.875967
AbstractPlus  | Full Text: PDF (336 KB)
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 Distributed support vector machines
Navia-Vazquez, A.; Gutierrez-Gonzalez, D.; Parrado-Hernandez, E.; Navarro-Abellan, J.J.
Page(s):  1091- 1097
Digital Object Identifier 10.1109/TNN.2006.875968
AbstractPlus  | Full Text: PDF (344 KB)
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 Quality without compromise
Page(s):  1098- 1098
Digital Object Identifier 10.1109/TNN.2006.879835
AbstractPlus  | Full Text: PDF (328 KB)
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