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1

The Graph Neural Network Model

Scarselli, F., Gori, M., Ah Chung Tsoi,, Hagenbuchner, M., Monfardini, G.

Journal:

IEEE Transactions on Neural Networks

Année:

2009

Langue:

english

Fichier:

PDF, 1.44 MB

english, 2009

2

Face recognition: a convolutional neural-network approach

Lawrence, S., Giles, C.L., Ah Chung Tsoi,, Back, A.D.

Journal:

IEEE Transactions on Neural Networks

Année:

1997

Langue:

english

Fichier:

PDF, 488 KB

english, 1997

3

Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results

Franco Scarselli, Ah Chung Tsoi

Journal:

Neural Networks

Année:

1998

Langue:

english

Fichier:

PDF, 699 KB

english, 1998

4

Locally recurrent globally feedforward networks: a critical review of architectures

Ah Chung Tsoi,, Back, A.D.

Journal:

IEEE Transactions on Neural Networks

Année:

1994

Langue:

english

Fichier:

PDF, 1.15 MB

english, 1994

5

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference

C. Lee Giles, Steve Lawrence, Ah Chung Tsoi

Journal:

Machine Learning

Année:

2001

Langue:

english

Fichier:

PDF, 197 KB

english, 2001

6

Computational Capabilities of Graph Neural Networks

Scarselli, F., Gori, M., Ah Chung Tsoi,, Hagenbuchner, M., Monfardini, G.

Journal:

IEEE Transactions on Neural Networks

Année:

2009

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2009

7

Nonlinear considerations in EEG signal classification

Hazarika, N., Ah Chung Tsoi, Sergejew, A.A.

Journal:

IEEE Transactions on Signal Processing

Année:

1997

Langue:

english

Fichier:

PDF, 253 KB

english, 1997

8

A Balanced Approach to Multichannel Blind Deconvolution

Ah Chung Tsoi,, Liangsuo Ma,

Journal:

IEEE Transactions on Circuits and Systems I: Regular Papers

Année:

2008

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2008

9

Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks

Chi-Sing Leung,, Ah-Chung Tsoi,, Lai Wan Chan,

Journal:

IEEE Transactions on Neural Networks

Année:

2001

Langue:

english

Fichier:

PDF, 440 KB

english, 2001

10

Nonlinear system modeling via knot-optimizing B-spline networks

Ka Fai Cedric Yiu,, Song Wang,, Kok Lay Teo,, Ah Chung Tsoi,

Journal:

IEEE Transactions on Neural Networks

Année:

2001

Langue:

english

Fichier:

PDF, 197 KB

english, 2001

11

A note on Brockett's variational technique and a conjecture in stability theory

Power, H., Ah-Chung Tsoi,

Journal:

IEEE Transactions on Automatic Control

Année:

1974

Langue:

english

Fichier:

PDF, 220 KB

english, 1974

12

An improved algorithm for learning long-term dependency problems in adaptive processing of data structures

Siu-Yeung Cho,, Zheru Chi,, Wan-Chi Siu,, Ah Chung Tsoi,

Journal:

IEEE Transactions on Neural Networks

Année:

2003

Langue:

english

Fichier:

PDF, 1022 KB

english, 2003

13

A self-organizing map for adaptive processing of structured data

Hagenbuchner, M., Sperduti, A., Ah Chung Tsoi,

Journal:

IEEE Transactions on Neural Networks

Année:

2003

Langue:

english

Fichier:

PDF, 1.41 MB

english, 2003

14

[Lecture Notes in Computer Science] Advances in Web and Network Technologies, and Information Management Volume 4537 || An Investigation and Conceptual Models of Podcast Marketing

Chang, Kevin Chen-Chuan, Wang, Wei, Chen, Lei, Ellis, Clarence A., Hsu, Ching-Hsien, Tsoi, Ah Chung, Wang, Haixun

Année:

2007

Langue:

english

Fichier:

PDF, 204 KB

english, 2007

15

The relationship between a time-varying model of non-stationary signals and its Wigner distribution

Lunji Qiu, Ah Chung Tsoi

Journal:

Signal Processing

Année:

1993

Langue:

english

Fichier:

PDF, 565 KB

english, 1993

16

A supervised training algorithm for self-organizing maps for structures

Markus Hagenbuchner, Ah Chung Tsoi

Journal:

Pattern Recognition Letters

Année:

2005

Langue:

english

Fichier:

PDF, 429 KB

english, 2005

17

Classification of EEG signals using the wavelet transform

Neep Hazarika, Jean Zhu Chen, Ah Chung Tsoi, Alex Sergejew

Journal:

Signal Processing

Année:

1997

Langue:

english

Fichier:

PDF, 1.21 MB

english, 1997

18

Using attributed plex grammars for the generation of image and graph databases

Markus Hagenbuchner, Marco Gori, Horst Bunke, Ah Chung Tsoi, Christophe Irniger

Journal:

Pattern Recognition Letters

Année:

2003

Langue:

english

Fichier:

PDF, 161 KB

english, 2003

19

Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms

Chi Sing Leung, Ah Chung Tsoi

Journal:

Neural Computing and Applications

Année:

2006

Langue:

english

Fichier:

PDF, 619 KB

english, 2006

20

Discrete time recurrent neural network architectures: A unifying review

Ah Chung Tsoi, Andrew Back

Journal:

Année:

1997

Langue:

english

Fichier:

PDF, 2.81 MB

english, 1997

21

[IEEE Comput. Soc. Press IEEE Conference on Computer Vision and Pattern Recognition - San Francisco, CA, USA (18-20 June 1996)] Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Convolutional neural networks for face recognition

Lawrence, S., Giles, C.L., Ah Chung Tsoi,

Année:

1996

Langue:

english

Fichier:

PDF, 668 KB

english, 1996

22

[IEEE 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Sydney, Australia (2008.12.9-2008.12.12)] 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources

Kc, Milly, Hagenbuchner, Markus, Tsoi, Ah Chung

Année:

2008

Langue:

english

Fichier:

PDF, 169 KB

english, 2008

23

An evaluation of the neocognitron

Lovell, D.R., Downs, T., Ah Chung Tsoi,

Journal:

IEEE Transactions on Neural Networks

Année:

1997

Langue:

english

Fichier:

PDF, 532 KB

english, 1997

24

Comments on local minima free conditions in multilayer perceptrons

Gori, M., Ah Chung Tsoi,

Journal:

IEEE Transactions on Neural Networks

Année:

1998

Langue:

english

Fichier:

PDF, 127 KB

english, 1998

25

A Low-Sensitivity Recurrent Neural Network

Back, Andrew D., Tsoi, Ah Chung

Journal:

Neural Computation

Année:

1998

Langue:

english

Fichier:

PDF, 286 KB

english, 1998

26

[ACM Press the 13th international World Wide Web conference - New York, NY, USA (2004.05.19-2004.05.21)] Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters - WWW Alt. '04 - Computing personalized pageranks

Scarselli, Franco, Tsoi, Ah Chung, Hagenbuchner, Markus

Année:

2004

Langue:

english

Fichier:

PDF, 652 KB

english, 2004

27

A Simplified Gradient Algorithm for IIR Synapse Multilayer Perceptrons

Back, Andrew D., Tsoi, Ah Chung

Journal:

Neural Computation

Année:

1993

Langue:

english

Fichier:

PDF, 278 KB

english, 1993

28

An Adaptive Lattice Architecture for Dynamic Multilayer Perceptrons

Back, Andrew D., Tsoi, Ah Chung

Journal:

Neural Computation

Année:

1992

Langue:

english

Fichier:

PDF, 365 KB

english, 1992

29

Structural identification of linear multivariable systems using overlapping forms: a new parametrization

GEVERS, MICHEL, TSOI, AH CHUNG

Journal:

International Journal of Control

Année:

1984

Langue:

english

Fichier:

PDF, 552 KB

english, 1984

30

[ACM Press the 15th ACM SIGGRAPH Conference - Zhuhai, China (2016.12.03-2016.12.04)] Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry - VRCAI '16 - A novel bagged particle filter for object tracking

Huang, Haozhi, Liang, Yanyan, Tsoi, Ah Chung, Lo, Sio-Long, Leung, Alex Po

Année:

2016

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2016

31

The Vapnik–Chervonenkis dimension of graph and recursive neural networks

Scarselli, Franco, Tsoi, Ah Chung, Hagenbuchner, Markus

Journal:

Neural Networks

Année:

2018

Langue:

english

Fichier:

PDF, 389 KB

english, 2018

32

[IEEE 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI) - Guilin, China (2019.6.7-2019.6.9)] 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI) - Sequential Pattern Learning via Kernel Alignment

Cheng, Miao, Yang, Weibin, Li, Yonggang, Zhang, Shichao, Tsoi, Ah Chung, Tang, Yuan Yan

Année:

2019

Langue:

english

Fichier:

PDF, 196 KB

english, 2019

33

A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip

Paul J. Murtagh, Ah Chung Tsoi

Journal:

Journal of Parallel and Distributed Computing

Année:

1997

Langue:

english

Fichier:

PDF, 687 KB

english, 1997

34

Exponential convergence of a model reference adaptive controller for plants with known high frequency gain

Soura Dasgupta, Brian D.O. Anderson, Ah-Chung Tsoi

Journal:

Systems & Control Letters

Année:

1986

Langue:

english

Fichier:

PDF, 465 KB

english, 1986

35

Efficacy of modified backpropagation and optimisation methods on a real-world medical problem

Dogan Alpsan, Michael Towsey, Ozcan Ozdamar, Ah Chung Tsoi, Dhanjoo N. Ghista

Journal:

Neural Networks

Année:

1995

Langue:

english

Fichier:

PDF, 1.77 MB

english, 1995

36

Static and dynamic preprocessing methods in neural networks

Ah Chung Tsoi, Andrew Back

Journal:

Engineering Applications of Artificial Intelligence

Année:

1995

Langue:

english

Fichier:

PDF, 926 KB

english, 1995

37

Interpretation preservation of adaptive fuzzy inference systems

A. Lotfi, H.C. Andersen, Ah Chung Tsoi

Journal:

International Journal of Approximate Reasoning

Année:

1996

Langue:

english

Fichier:

PDF, 664 KB

english, 1996

38

Dataset acquisition, accessibility, annotation, e-research technologies (DART) project

Ah Chung Tsoi, Jeff McDonell, Andrew Treloar, Ian Atkinson

Journal:

International Journal on Digital Libraries

Année:

2007

Langue:

english

Fichier:

PDF, 243 KB

english, 2007

39

A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution

Liangsuo Ma, Ah Chung Tsoi

Journal:

Signal, Image and Video Processing

Année:

2008

Langue:

english

Fichier:

PDF, 1.12 MB

english, 2008

40

A unified balanced approach to multichannel blind deconvolution

Liangsuo Ma, Ah Chung Tsoi

Journal:

Signal, Image and Video Processing

Année:

2007

Langue:

english

Fichier:

PDF, 1.26 MB

english, 2007

41

Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization

Liangsuo Ma, Ah Chung Tsoi

Journal:

Année:

2006

Langue:

english

Fichier:

PDF, 868 KB

english, 2006

42

Recurrent neural networks: A constructive algorithm, and its properties

Ah Chung Tsoi, Shaohua Tan

Journal:

Année:

1997

Langue:

english

Fichier:

PDF, 1.14 MB

english, 1997

43

[IEEE 5th International Conference on Signal Processing - Beijing, China (21-25 Aug. 2000)] WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000 - On the INFOMAX algorithm for blind signal separation

Xi, J., Chicharo, J.F., Ah Chung Tsoi,, Wan-Chi Siu,

Année:

2000

Langue:

english

Fichier:

PDF, 284 KB

english, 2000

44

Alternative discrete-time operators: an algorithm for optimal selection of parameters

Back, A.D., Horne, B.G., Ah Chung Tsoi, Giles, C.G.

Journal:

IEEE Transactions on Signal Processing

Année:

1999

Langue:

english

Fichier:

PDF, 117 KB

english, 1999

45

[IEEE 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Sydney, Australia (2008.12.9-2008.12.12)] 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Ranking Web Pages Using Machine Learning Approaches

Yong, Sweah Liang, Hagenbuchner, Markus, Tsoi, Ah Chung

Année:

2008

Langue:

english

Fichier:

PDF, 184 KB

english, 2008

46

Solving graph data issues using a layered architecture approach with applications to web spam detection

Scarselli, Franco, Tsoi, Ah Chung, Hagenbuchner, Markus, Noi, Lucia Di

Journal:

Neural Networks

Année:

2013

Langue:

english

Fichier:

PDF, 452 KB

english, 2013

47

[Lecture Notes in Computer Science] Advances in Web and Network Technologies, and Information Management Volume 4537 || A Comparative Study of Replica Placement Strategies in Data Grids

Chang, Kevin Chen-Chuan, Wang, Wei, Chen, Lei, Ellis, Clarence A., Hsu, Ching-Hsien, Tsoi, Ah Chung, Wang, Haixun

Année:

2007

Langue:

english

Fichier:

PDF, 188 KB

english, 2007

48

[Lecture Notes in Computer Science] Advances in Web and Network Technologies, and Information Management Volume 4537 || Classification of Key Management Schemes for Wireless Sensor Networks

Chang, Kevin Chen-Chuan, Wang, Wei, Chen, Lei, Ellis, Clarence A., Hsu, Ching-Hsien, Tsoi, Ah Chung, Wang, Haixun

Année:

2007

Langue:

english

Fichier:

PDF, 300 KB

english, 2007

49

[Lecture Notes in Computer Science] Advances in Web and Network Technologies, and Information Management Volume 4537 || Efficiently Crawling Strategy for Focused Searching Engine

Chang, Kevin Chen-Chuan, Wang, Wei, Chen, Lei, Ellis, Clarence A., Hsu, Ching-Hsien, Tsoi, Ah Chung, Wang, Haixun

Année:

2007

Langue:

english

Fichier:

PDF, 210 KB

english, 2007

50

[Lecture Notes in Computer Science] Advances in Web and Network Technologies, and Information Management Volume 4537 ||

Chang, Kevin Chen-Chuan, Wang, Wei, Chen, Lei, Ellis, Clarence A., Hsu, Ching-Hsien, Tsoi, Ah Chung, Wang, Haixun

Année:

2007

Langue:

english

Fichier:

PDF, 18.51 MB

english, 2007