若干机器学习重要期刊目录列表 第6卷 第05期

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May 5, 2009, 10:47:56 PM5/5/09
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Contents

 

 

Machine Learning Journal

 

Journal of Machine learning research

 

ACM Transactions on Knowledge Discovery from Data

 

Data Mining and Knowledge Discovery

 

IEEE-Transactions on Knowledge and Data Engineering

 

Knowledge and Information Systems

 

IEEE-Transactions on Pattern Analysis and Machine Intelligence

 

Artificial Intelligence Journal

 

IEEE-Transaction on Evolutionary Computation

 

Pattern Recognition

 

Neural Computation

 

IEEE-Transactions on Neural Networks

 

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Machine Learning Journal

 

 

 

No update issue.

 

 

 

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Journal of Machine Learning research

 

 

 

 

Consistency and Localizability
Alon Zakai, Ya'acov Ritov; 10(Apr):827--856, 2009.
[abs][pdf]

 

 

Stable and Efficient Gaussian Process Calculations
Leslie Foster, Alex Waagen, Nabeela Aijaz, Michael Hurley, Apolonio Luis, Joel Rinsky, Chandrika Satyavolu, Michael J. Way, Paul Gazis, Ashok Srivastava; 10(Apr):857--882, 2009.
[abs][pdf]

 

 

Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods
Holger Höfling, Robert Tibshirani; 10(Apr):883--906, 2009.
[abs][pdf]

 

 

Polynomial-Delay Enumeration of Monotonic Graph Classes
Jan Ramon, Siegfried Nijssen; 10(Apr):907--929, 2009.
[abs][pdf]

 

 

Java-ML: A Machine Learning Library    (Machine Learning Open Source Software Paper)
Thomas Abeel, Yves Van de Peer, Yvan Saeys; 10(Apr):931--934, 2009.
[abs][pdf]    [code][mloss.org]

 

 

Nonextensive Information Theoretic Kernels on Measures
André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo; 10(Apr):935--975, 2009.
[abs][pdf]

 

 

On Uniform Deviations of General Empirical Risks with Unboundedness, Dependence, and High Dimensionality
Wenxin Jiang; 10(Apr):977--996, 2009.
[abs][pdf]

 

 

 

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ACM Transactions on Knowledge Discovery from Data

 

 

 

Introduction to special issue on social computing, behavioral modeling, and prediction
Huan Liu, John Salerno, Michael Young, Rakesh Agrawal, Philip S. Yu
Article No. 6
Full text available: PdfPdf(39 KB)
Additional Information: full citation
    Expanding network communities from representative examples
Andrew Mehler, Steven Skiena
Article No. 7
Full text available: PdfPdf(1.93 MB)
Additional Information: full citation, abstract, references, index terms
    Analyzing communities and their evolutions in dynamic social networks
Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, Belle L. Tseng
Article No. 8
Full text available: PdfPdf(1.28 MB)
Additional Information: full citation, abstract, references, index terms
    Blocking links to minimize contamination spread in a social network
Masahiro Kimura, Kazumi Saito, Hiroshi Motoda
Article No. 9
Full text available: PdfPdf(430 KB)
Additional Information: full citation, abstract, references, index terms
    Modeling information-seeker satisfaction in community question answering
Eugene Agichtein, Yandong Liu, Jiang Bian
Article No. 10
Full text available: PdfPdf(2.92 MB)   
 

 

 

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xx

Data Mining and Knowledge Discovery

 

 

 

 

Full access to content  337-369 Full access to content  370-391 Full access to content  392-418 Full access to content  419-445 Full access to content  446-471 Full access to content  472-516

 

 

 

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Knowledge and Data Engineering, IEEE Transactions on

 

 

 

Guest Editors' Introduction: Knowledge and Data Engineering for E-Learning
Li, Qing; Lau, Rynson W.H.; McLeod, Dennis; Liu, Jiming
Page(s): 756-758
Digital Object Identifier 10.1109/TKDE.2009.104
Abstract  | Full Text: PDF (98 KB)
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Clustering and Sequential Pattern Mining of Online Collaborative Learning Data
Perera, Dilhan; Kay, Judy; Koprinska, Irena; Yacef, Kalina; Zaïane, Osmar R.
Page(s): 759-772
Digital Object Identifier 10.1109/TKDE.2008.138
Abstract  | Full Text: PDF (2426 KB)
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Monitoring Online Tests through Data Visualization
Costagliola, Gennaro; Fuccella, Vittorio; Giordano, Massimiliano; Polese, Giuseppe
Page(s): 773-784
Digital Object Identifier 10.1109/TKDE.2008.133
Abstract  | Full Text: PDF (2403 KB)
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Communities and Emerging Semantics in Semantic Link Network: Discovery and Learning
Zhuge, Hai
Page(s): 785-799
Digital Object Identifier 10.1109/TKDE.2008.141
Abstract  | Full Text: PDF (1760 KB)
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Toward a Fuzzy Domain Ontology Extraction Method for Adaptive e-Learning
Lau, Raymond Y.K.; Song, Dawei; Li, Yuefeng; Cheung, Terence C.H.; Hao, Jin-Xing
Page(s): 800-813
Digital Object Identifier 10.1109/TKDE.2008.137
Abstract  | Full Text: PDF (3027 KB)
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Open Smart Classroom: Extensible and Scalable Learning System in Smart Space Using Web Service Technology
Suo, Yue; Miyata, Naoki; Morikawa, Hiroki; Ishida, Toru; Shi, Yuanchun
Page(s): 814-828
Digital Object Identifier 10.1109/TKDE.2008.117
Abstract  | Full Text: PDF (2554 KB)
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NNexus: An Automatic Linker for Collaborative Web-Based Corpora
Gardner, James; Krowne, Aaron; Xiong, Li
Page(s): 829-839
Digital Object Identifier 10.1109/TKDE.2008.136
Abstract  | Full Text: PDF (1988 KB)
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Effective Collaboration with Information Sharing in Virtual Universities
Wang, Hua; Zhang, Yanchun; Cao, Jinli
Page(s): 840-853
Digital Object Identifier 10.1109/TKDE.2008.132
Abstract  | Full Text: PDF (3054 KB)
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Interactive Correction and Recommendation for Computer Language Learning and Training
Pahl, Claus; Kenny, Claire
Page(s): 854-866
Digital Object Identifier 10.1109/TKDE.2008.144
Abstract  | Full Text: PDF (682 KB)
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Subontology-Based Resource Management for Web-Based e-Learning
Wu, Zhaohui; Mao, Yuxin; Chen, Huajun
Page(s): 867-880
Digital Object Identifier 10.1109/TKDE.2008.127
Abstract  | Full Text: PDF (2423 KB)
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Enhancing Learning Objects with an Ontology-Based Memory
Zouaq, Amal; Nkambou, Roger
Page(s): 881-893
Digital Object Identifier 10.1109/TKDE.2009.49
Abstract  | Full Text: PDF (4290 KB)
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Providing Flexible Process Support to Project-Centered Learning
Ceri, Stefano; Daniel, Florian; Matera, Maristella; Raffio, Alessandro
Page(s): 894-909
Digital Object Identifier 10.1109/TKDE.2008.134
Abstract  | Full Text: PDF (2433 KB)
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Learning in an Ambient Intelligent World: Enabling Technologies and Practices
Li, Xiang; Feng, Ling; Zhou, Lizhu; Shi, Yuanchun
Page(s): 910-924
Digital Object Identifier 10.1109/TKDE.2008.143
Abstract  | Full Text: PDF (433 KB)
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An Implementation of the CORDRA Architecture Enhanced for Systematic Reuse of Learning Objects
Lin, Freya H.; Shih, Timothy K.; Kim, Won
Page(s): 925-938
Digital Object Identifier 10.1109/TKDE.2008.130
Abstract  | Full Text: PDF (6409 KB)
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On the Expressive Power of the Relational Algebra on Finite Sets of Relation Pairs
Fletcher, George H.L.; Gyssens, Marc; Paredaens, Jan; Van Gucht, Dirk
Page(s): 939-942
Digital Object Identifier 10.1109/TKDE.2008.221
Abstract  | Full Text: PDF (162 KB)
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Knowledge and Information System

 

 

 

Full access to content

Full access to content

 131-132 Full access to content  133-157 Full access to content  159-184 Full access to content  185-210 Full access to content  211-233 Full access to content  235-248 Full access to content  249-264

 

 

 

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xx

Pattern Analysis and Machine Intelligence, IEEE Transaction on

 

 

 

 

The Best Bits in an Iris Code
Hollingsworth, Karen P.; Bowyer, Kevin W.; Flynn, Patrick J.
Page(s): 964-973
Digital Object Identifier 10.1109/TPAMI.2008.185
Abstract  | Full Text: PDF (2423 KB)
Rights and Permissions
Consistent Depth Maps Recovery from a Video Sequence
Zhang, Guofeng; Jia, Jiaya; Wong, Tien-Tsin; Bao, Hujun
Page(s): 974-988
Digital Object Identifier 10.1109/TPAMI.2009.52
Abstract  | Full Text: PDF (4130 KB)
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Discriminant Saliency, the Detection of Suspicious Coincidences, and Applications to Visual Recognition
Gao, Dashan; Han, Sunhyoung; Vasconcelos, Nuno
Page(s): 989-1005
Digital Object Identifier 10.1109/TPAMI.2009.27
Abstract  | Full Text: PDF (4874 KB)
Rights and Permissions
Exact Geodesics and Shortest Paths on Polyhedral Surfaces
Balasubramanian, Mukund; Polimeni, Jonathan R.; Schwartz, Eric L.
Page(s): 1006-1016
Digital Object Identifier 10.1109/TPAMI.2008.213
Abstract  | Full Text: PDF (1004 KB)
Rights and Permissions
Kernel Discriminant Analysis for Positive Definite and Indefinite Kernels
Pȩkalska, Elżbieta; Haasdonk, Bernard
Page(s): 1017-1032
Digital Object Identifier 10.1109/TPAMI.2008.290
Abstract  | Full Text: PDF (3272 KB)
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Latent Palmprint Matching
Jain, Anil K.; Feng, Jianjiang
Page(s): 1032-1047
Digital Object Identifier 10.1109/TPAMI.2008.242
Abstract  | Full Text: PDF (7358 KB)
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Learning Graph Matching
Caetano, Tibério S.; McAuley, Julian J.; Cheng, Li; Le, Quoc V.; Smola, Alex J.
Page(s): 1048-1058
Digital Object Identifier 10.1109/TPAMI.2009.28
Abstract  | Full Text: PDF (2547 KB)
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Online Signature Verification and Recognition: An Approach Based on Symbolic Representation
Guru, D.S.; Prakash, H.N.
Page(s): 1059-1073
Digital Object Identifier 10.1109/TPAMI.2008.302
Abstract  | Full Text: PDF (5055 KB)
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Semisupervised Multitask Learning
Liu, Qiuhua; Liao, Xuejun; Carin, Hui Li; Stack, Jason R.; Carin, Lawrence
Page(s): 1074-1086
Digital Object Identifier 10.1109/TPAMI.2008.296
Abstract  | Full Text: PDF (1866 KB)
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A Statistical Framework for Image Category Search from a Mental Picture
Ferecatu, Marin; Geman, Donald
Page(s): 1087-1101
Digital Object Identifier 10.1109/TPAMI.2008.259
Abstract  | Full Text: PDF (1811 KB)
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Tensor-Based AAM with Continuous Variation Estimation: Application to Variation-Robust Face Recognition
Lee, Hyung-Soo; Kim, Daijin
Page(s): 1102-1116
Digital Object Identifier 10.1109/TPAMI.2008.286
Abstract  | Full Text: PDF (2747 KB)
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3D Model Retrieval Using Probability Density-Based Shape Descriptors
Akgül, Ceyhun Burak; Sankur, Bülent; Yemez, Yücel; Schmitt, Francis
Page(s): 1117-1133
Digital Object Identifier 10.1109/TPAMI.2009.25
Abstract  | Full Text: PDF (4265 KB)
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Staff Detection with Stable Paths
dos Santos Cardoso, Jaime; Capela, Artur; Rebelo, Ana; Guedes, Carlos; Pinto da Costa, Joaquim
Page(s): 1134-1139
Digital Object Identifier 10.1109/TPAMI.2009.34
Abstract  | Full Text: PDF (1342 KB)
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Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary
Pujol, Oriol; Masip, David
Page(s): 1140-1146
Digital Object Identifier 10.1109/TPAMI.2009.31
Abstract  | Full Text: PDF (2220 KB)
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Very Fast Best-Fit Circular and Elliptical Boundaries by Chord Data
Barwick, D. Shane
Page(s): 1147-1152
Digital Object Identifier 10.1109/TPAMI.2008.279
Abstract  | Full Text: PDF (1333 KB)
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Artificial Intelligence Journal

 

 

 

 

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Editorial Board
Page IFC
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Reasoning about preferences in argumentation frameworks
Pages 901-934
Sanjay Modgil
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Dialogue games that agents play within a society
Pages 935-981
Nishan C. Karunatillake, Nicholas R. Jennings, Iyad Rahwan, Peter McBurney
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Quantified epistemic logics for reasoning about knowledge in multi-agent systems
Pages 982-1013
F. Belardinelli, A. Lomuscio
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A case-based approach for coordinated action selection in robot soccer
Pages 1014-1039
Raquel Ros, Josep Lluís Arcos, Ramon Lopez de Mantaras, Manuela Veloso
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Evolutionary Computation, IEEE-Transaction on

 

 

 

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Pattern Recognition

 

 

 

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Editorial board and publication information
Page IFC
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Advances in combinatorial image analysis
Pages 1623-1625
Valentin E. Brimkov, Reneta P. Barneva
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3D noisy discrete objects: Segmentation and application to smoothing
Pages 1626-1636
L. Provot, I. Debled-Rennesson
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Digitization scheme that assures faithful reconstruction of plane figures
Pages 1637-1649
Valentin E. Brimkov
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Provably correct reconstruction of surfaces from sparse noisy samples
Pages 1650-1659
Peer Stelldinger, Leonid Tcherniavski
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Image registration using Markov random coefficient and geometric transformation fields
Pages 1660-1671
Edgar R. Arce-Santana, Alfonso Alba
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Solving Nonograms by combining relaxations
Pages 1672-1683
K.J. Batenburg, W.A. Kosters
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Detecting the most unusual part of two- and three-dimensional digital images
Pages 1684-1692
Kostadin Koroutchev, Elka Korutcheva
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Comparison and improvement of tangent estimators on digital curves
Pages 1693-1707
François de Vieilleville, Jacques-Olivier Lachaud
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Computing upper and lower bounds of rotation angles from digital images
Pages 1708-1717
Yohan Thibault, Yukiko Kenmochi, Akihiro Sugimoto
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Neural Computation

 

 

 

 

Article

Mean-Field Approximations for Coupled Populations of Generalized Linear Model Spiking Neurons with Markov Refractoriness  
Taro Toyoizumi, Kamiar Rahnama Rad, Liam Paninski
Neural Computation May 2009, Vol. 21, No. 5: 1203–1243.
Abstract | Full Text | PDF (1726 KB) | PDF Plus (430 KB) | Supplementary material 

Letters

A Rate and History-Preserving Resampling Algorithm for Neural Spike Trains no access
Matthew T. Harrison, Stuart Geman
Neural Computation May 2009, Vol. 21, No. 5: 1244–1258.
Abstract | Full Text | PDF (156 KB) | PDF Plus (135 KB) 
Competitive STDP-Based Spike Pattern Learning no access
Timothée Masquelier, Rudy Guyonneau, Simon J. Thorpe
Neural Computation May 2009, Vol. 21, No. 5: 1259–1276.
Abstract | Full Text | PDF (1560 KB) | PDF Plus (1560 KB) 
Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration no access
Omer Bobrowski, Ron Meir, Yonina C. Eldar
Neural Computation May 2009, Vol. 21, No. 5: 1277–1320.
Abstract | Full Text | PDF (1080 KB) | PDF Plus (491 KB) 
Increasing Memory Capacity and Reducing Spurious States in Neural Networks by Introducing Coherent and Collective Firing no access
Yang Wei Koh, Kazuo Takatsuka
Neural Computation May 2009, Vol. 21, No. 5: 1321–1334.
Abstract | Full Text | PDF (126 KB) | PDF Plus (148 KB) 
A Computational Model for Rhythmic and Discrete Movements in Uni- and Bimanual Coordination no access
Renaud Ronsse, Dagmar Sternad, Philippe Lefèvre
Neural Computation May 2009, Vol. 21, No. 5: 1335–1370.
Abstract | Full Text | PDF (613 KB) | PDF Plus (642 KB) 
Redundancy, Self-Motion, and Motor Control no access
V. Martin, J. P. Scholz, G. Schöner
Neural Computation May 2009, Vol. 21, No. 5: 1371–1414.
Abstract | Full Text | PDF (1193 KB) | PDF Plus (1191 KB) 
A Geometric Newton Method for Oja's Vector Field no access
P.-A. Absil, M. Ishteva, L. De Lathauwer, S. Van Huffel
Neural Computation May 2009, Vol. 21, No. 5: 1415–1433.
Abstract | Full Text | PDF (154 KB) | PDF Plus (168 KB) 
Analysis of Complete Stability for Discrete-Time Cellular Neural Networks with Piecewise Linear Output Functions no access
Xuemei Li
Neural Computation May 2009, Vol. 21, No. 5: 1434–1458.
Abstract | Full Text | PDF (163 KB) | PDF Plus (161 KB) 
Theory and Algorithm for Learning with Dissimilarity Functions no access
Liwei Wang, Masashi Sugiyama, Cheng Yang, Kohei Hatano, Jufu Feng
Neural Computation May 2009, Vol. 21, No. 5: 1459–1484.
Abstract | Full Text | PDF (541 KB) | PDF Plus (229 KB) 

 

 

 

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Neural Networks, IEEE Transaction on

 

 

 

 

The Effect of Target Vector Selection on the Invariance of Classifier Performance Measures
Sakk, E.; Schneider, D. J.; Myers, C. R.; Cartinhour, S. W.
Page(s): 745-757
Digital Object Identifier 10.1109/TNN.2008.2011809
Abstract  | Full Text: PDF (368 KB)
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Neural Network Control of Multifingered Robot Hands Using Visual Feedback
Zhao, Y.; Cheah, C. C.
Page(s): 758-767
Digital Object Identifier 10.1109/TNN.2008.2012127
Abstract  | Full Text: PDF (561 KB)
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Spatio–Temporal Memories for Machine Learning: A Long-Term Memory Organization
Starzyk, J. A.; He, H.
Page(s): 768-780
Digital Object Identifier 10.1109/TNN.2009.2012854
Abstract  | Full Text: PDF (1020 KB)
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State Estimation for Coupled Uncertain Stochastic Networks With Missing Measurements and Time-Varying Delays: The Discrete-Time Case
Liang, J.; Wang, Z.; Liu, X.
Page(s): 781-793
Digital Object Identifier 10.1109/TNN.2009.2013240
Abstract  | Full Text: PDF (517 KB)
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Convergence in Networks With Counterclockwise Neural Dynamics
Angeli, D.
Page(s): 794-804
Digital Object Identifier 10.1109/TNN.2009.2013341
Abstract  | Full Text: PDF (455 KB)
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Model-Based Clustering by Probabilistic Self-Organizing Maps
Cheng, S.-S.; Fu, H.-C.; Wang, H.-M.
Page(s): 805-826
Digital Object Identifier 10.1109/TNN.2009.2013708
Abstract  | Full Text: PDF (1703 KB)
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Building Sparse Multiple-Kernel SVM Classifiers
Hu, M.; Chen, Y.; Kwok, J. T.-Y.
Page(s): 827-839
Digital Object Identifier 10.1109/TNN.2009.2014229
Abstract  | Full Text: PDF (1291 KB)
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Almost Sure Exponential Stability of Recurrent Neural Networks With Markovian Switching
Shen, Y.; Wang, J.
Page(s): 840-855
Digital Object Identifier 10.1109/TNN.2009.2015085
Abstract  | Full Text: PDF (512 KB)
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A Novel Blood Glucose Regulation Using TSK$^{0}$-FCMAC: A Fuzzy CMAC Based on the Zero-Ordered TSK Fuzzy Inference Scheme
Ting, C. W.; Quek, C.
Page(s): 856-871
Digital Object Identifier 10.1109/TNN.2008.2011735
Abstract  | Full Text: PDF (2472 KB)
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Fault Detection and Diagnosis Based on Modeling and Estimation Methods
Huang, S.; Tan, K. K.
Page(s): 872-881
Digital Object Identifier 10.1109/TNN.2009.2015078
Abstract  | Full Text: PDF (856 KB)
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Block-Quantized Support Vector Ordinal Regression
Zhao, B.; Wang, F.; Zhang, C.
Page(s): 882-890
Digital Object Identifier 10.1109/TNN.2009.2017533
Abstract  | Full Text: PDF (1029 KB)
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A Novel Template Reduction Approach for the $K$-Nearest Neighbor Method
Fayed, H. A.; Atiya, A. F.
Page(s): 890-896
Digital Object Identifier 10.1109/TNN.2009.2018547
Abstract  | Full Text: PDF (519 KB)
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Comments on “Discrete-Time Adaptive Backstepping Nonlinear Control via High-Order Neural Networks”
Chen, W.
Page(s): 897-898
Digital Object Identifier 10.1109/TNN.2009.2016757
Abstract  | Full Text: PDF (67 KB)
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