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1

Constructing support vector machine ensemble

Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim, Sung Yang Bang

Journal:

Pattern Recognition

Year:

2003

Language:

english

File:

PDF, 280 KB

english, 2003

2

[IEEE 2012 IEEE 26th International Conference on Advanced Information Networking and Applications (AINA) - Fukuoka, Japan (2012.03.26-2012.03.29)] 2012 IEEE 26th International Conference on Advanced Information Networking and Applications - Malicioius Software Detection Using Multiple Sequence Alignment and Data Mining

Chen, Yi, Narayanan, Ajit, Pang, Shaoning, Tao, Ban

Year:

2012

Language:

english

File:

PDF, 190 KB

english, 2012

3

Membership authentication in the dynamic group by face classification using SVM ensemble

Shaoning Pang, Daijin Kim, Sung Yang Bang

Journal:

Pattern Recognition Letters

Year:

2003

Language:

english

File:

PDF, 335 KB

english, 2003

4

[IEEE 2006 IEEE International Conference on Fuzzy Systems - Vancouver, BC, Canada ()] 2006 IEEE International Conference on Fuzzy Systems - An Incremental Principal Component Analysis for Chunk Data

Ozawa, S., Shaoning Pang,, Kasabov, N.

Year:

2006

Language:

english

File:

PDF, 296 KB

english, 2006

5

The Effects of Different Representations on Static Structure Analysis of Computer Malware Signatures

Narayanan, Ajit, Chen, Yi, Pang, Shaoning, Tao, Ban

Journal:

The Scientific World JOURNAL

Year:

2013

Language:

english

File:

PDF, 1.47 MB

english, 2013

6

Incremental linear discriminant analysis for classification of data streams

Shaoning Pang, Ozawa, S., Kasabov, N.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2005

Language:

english

File:

PDF, 496 KB

english, 2005

7

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Adaptive incremental principal component analysis in nonstationary online learning environments

Ozawa, Seiichi, Kawashima, Yuki, Pang, Shaoning, Kasabov, Nikola

Year:

2009

Language:

english

File:

PDF, 1.40 MB

english, 2009

8

[IEEE Comput. Soc 16th International Conference on Pattern Recognition - Quebec City, Que., Canada (11-15 Aug. 2002)] Object recognition supported by user interaction for service robots - Membership authentication in dynamic face groups

Shaoning Pang,, Daijin Kim,, Bang, S.Y.

Year:

2002

Language:

english

File:

PDF, 238 KB

english, 2002

9

Incremental learning of feature space and classifier for face recognition

Seiichi Ozawa, Soon Lee Toh, Shigeo Abe, Shaoning Pang, Nikola Kasabov

Journal:

Neural Networks

Year:

2005

Language:

english

File:

PDF, 218 KB

english, 2005

10

[IEEE 2005 IEEE International Joint Conference on Neural Networks, 2005. - MOntreal, QC, Canada (July 31-Aug. 4, 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Incremental learning for online face recognition

Ozawa, S., Soon Lee Toh,, Abe, S., Shaoning Pang,, Kasabov, N.

Year:

2005

Language:

english

File:

PDF, 1.21 MB

english, 2005

11

Correlation-aided support vector regression for forex time series prediction

Shaoning Pang, Lei Song, Nik Kasabov

Journal:

Neural Computing and Applications

Year:

2011

Language:

english

File:

PDF, 2.14 MB

english, 2011

12

[IEEE SICE 2008 - 47th Annual Conference of the Society of Instrument and Control Engineers of Japan - Chofu (2008.08.20-2008.08.22)] 2008 SICE Annual Conference - An Incremental Principal Component Analysis based on dynamic accumulation ratio

Ozawa, Seiichi, Matsumoto, Kazuya, Pang, Shaoning, Kasabov, Nikola

Year:

2008

Language:

english

File:

PDF, 250 KB

english, 2008

13

A Comprehensive Review of Computational Methods for Automatic Prediction of Schizophrenia With Insight Into Indigenous Populations

Ratana, Randall, Sharifzadeh, Hamid, Krishnan, Jamuna, Pang, Shaoning

Journal:

Frontiers in Psychiatry

Year:

2019

Language:

english

File:

PDF, 972 KB

english, 2019

14

[IEEE 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Shenyang, China (2013.07.23-2013.07.25)] 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - An incremental learning approach to continuous image change detection

Lei Song,, Shaoning Pang,, Gang Chen,, Sarrafzadeh, Hossein, Tao Ban,, Inoue, Daisuke

Year:

2013

Language:

english

File:

PDF, 956 KB

english, 2013

15

[IEEE 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld) - Toulouse, France (2016.7.18-2016.7.21)] 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld) - Towards Early Detection of Novel Attack Patterns through the Lens of a Large-Scale Darknet

Ban, Tao, Pang, Shaoning, Eto, Masashi, Inoue, Daisuke, Nakao, Koji, Huang, Runhe

Year:

2016

Language:

english

File:

PDF, 483 KB

english, 2016

16

Personalized mode transductive spanning SVM classification tree

Shaoning Pang, Tao Ban, Youki Kadobayashi, Nikola Kasabov

Journal:

Information Sciences

Year:

2011

Language:

english

File:

PDF, 599 KB

english, 2011

17

Dynamic class imbalance learning for incremental LPSVM

Pang, Shaoning, Zhu, Lei, Chen, Gang, Sarrafzadeh, Abdolhossein, Ban, Tao, Inoue, Daisuke

Journal:

Neural Networks

Year:

2013

Language:

english

File:

PDF, 556 KB

english, 2013

18

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Curiosity driven incremental LDA agent active learning

Pang, Shaoning, Ozawa, Seiichi, Kasabov, Nik

Year:

2009

Language:

english

File:

PDF, 4.75 MB

english, 2009

19

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - r-SVMT: Discovering the knowledge of association rule over SVM classification trees

Shaoning Pang,, Kasabov, Nik

Year:

2008

Language:

english

File:

PDF, 490 KB

english, 2008

20

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - A federated network online network traffics analysis engine for cybersecurity

Pang, Shaoning, Yiming Peng,, Ban, Tao, Inoue, Daisuke, Sarrafzadeh, Abdolhossein

Year:

2015

Language:

english

File:

PDF, 1.63 MB

english, 2015

21

[ACM Press the 8th International Conference - Santa Barbara, California (2018.10.15-2018.10.18)] Proceedings of the 8th International Conference on the Internet of Things - IOT '18 - Urban air pollution alert service for smart cities

Garzon, Sandro Rodriguez, Walther, Sebastian, Pang, Shaoning, Deva, Bersant, Küpper, Axel

Year:

2018

Language:

english

File:

PDF, 387 KB

english, 2018

22

New mutation strategies of differential evolution based on clearing niche mechanism

Li, Yanan, Guo, Haixiang, Liu, Xiao, Li, Yijing, Pan, Wenwen, Gong, Bing, Pang, Shaoning

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2016

Language:

english

File:

PDF, 5.30 MB

english, 2016

23

Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control

Liu, Meng, Luo, Yun, Yang, Chi, Pang, Shaoning, Puthal, Deepak, Ren, Kaijun, Zhang, Xuyun

Journal:

Future Generation Computer Systems

Year:

2018

Language:

english

File:

PDF, 710 KB

english, 2018

24

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Spatio-temporal PM2.5 prediction by spatial data aided incremental support vector regression

Song, Lei, Pang, Shaoning, Longley, Ian, Olivares, Gustavo, Sarrafzadeh, Abdolhossein

Year:

2014

Language:

english

File:

PDF, 821 KB

english, 2014

25

[IEEE 2019 IEEE 18th International Conference on Cognitive Informatics & Cognitive Computing (ICCICC) - Milan, Italy (2019.7.23-2019.7.25)] 2019 IEEE 18th International Conference on Cognitive Informatics & Cognitive Computing (ICCICC) - S-boxes Construction Based on Quantum Chaos and PWLCM Chaotic Mapping

Peng, Jun, Pang, Shaoning, Zhang, Du, Jin, Shangzhu, Feng, Lixiao, Li, Zuojin

Year:

2019

File:

PDF, 427 KB

2019

26

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Chunk incremental IDR/QR LDA learning

Peng, Yiming, Pang, Shaoning, Chen, Gang, Sarrafzadeh, Abdolhossein, Ban, Tao, Inoue, Daisuke

Year:

2013

Language:

english

File:

PDF, 913 KB

english, 2013

27

A Learner-Independent Knowledge Transfer Approach to Multi-task Learning

Pang, Shaoning, Liu, Fan, Kadobayashi, Youki, Ban, Tao, Inoue, Daisuke

Journal:

Cognitive Computation

Year:

2014

Language:

english

File:

PDF, 1.27 MB

english, 2014

28

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Class imbalance robust incremental LPSVM for data streams learning

Lei Zhu,, Pang, Shaoning, Gang Chen,, Sarrafzadeh, Abdolhossein

Year:

2012

Language:

english

File:

PDF, 876 KB

english, 2012

29

Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds

Zhang, Yushu, Zhou, Jiantao, Xiang, Yong, Zhang, Leo Yu, Chen, Fei, Pang, Shaoning, Liao, Xiaofeng

Journal:

IEEE Transactions on Big Data

Year:

2017

Language:

english

File:

PDF, 5.05 MB

english, 2017

30

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - Online Max-flow Learning via Augmenting and De-augmenting Path

Pang, Shaoning, Zhu, Lei, Bany, Tao, Ikeda, Kazushi, Zhang, Wangfei, Sarrafzadeh, Abdolhossein, Takahashi, Takeshi, Inoue, Daisuke

Year:

2018

Language:

english

File:

PDF, 2.70 MB

english, 2018

31

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - A sandpile model for reliable actor-critic reinforcement learning

Peng, Yiming, Chen, Gang, Zhang, Mengjie, Pang, Shaoning

Year:

2017

Language:

english

File:

PDF, 575 KB

english, 2017

32

Editorial

Pang, Shaoning, Zhang, Xuyun, Ikeda, Kazushi, Puthal, Deepak, Li, Jianxin, Sarrafzadeh, Abdolhossein

Journal:

Computational Intelligence

Year:

2019

Language:

english

File:

PDF, 101 KB

english, 2019

33

[IEEE Proceedings of 2003 International Conference on Neural Networks and Signal Processing - Nanjing (2003.12.14-2003.12.17)] International Conference on Neural Networks and Signal Processing, 2003. Proceedings of the 2003 - Transductive support vector machines and applications in bioinformatics for promoter recognition

Kasabov, N., Shaoning Pang,

Year:

2003

Language:

english

File:

PDF, 388 KB

english, 2003

34

Diversified and Scalable Service Recommendation With Accuracy Guarantee

Wang, Lina, Zhang, Xuyun, Wang, Tian, Wan, Shaohua, Srivastava, Gautam, Pang, Shaoning, Qi, Lianyong

Journal:

IEEE Transactions on Computational Social Systems

Year:

2020

File:

PDF, 1.87 MB

2020

35

Encoding and decoding the knowledge of association rules over SVM classification trees

Shaoning Pang, Nikola Kasabov

Journal:

Knowledge and Information Systems

Year:

2009

Language:

english

File:

PDF, 1.10 MB

english, 2009

36

[IEEE 2012 8th International Conference on Natural Computation (ICNC) - Chongqing, Sichuan, China (2012.05.29-2012.05.31)] 2012 8th International Conference on Natural Computation - Multiple sequence alignment and artificial neural networks for malicious software detection

Chen, Yi, Narayanan, Ajit, Pang, Shaoning, Tao, Ban

Year:

2012

Language:

english

File:

PDF, 234 KB

english, 2012

37

[IEEE 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) - Budapest, Hungary (25-29 July 2004)] 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) - Inductive vs transductive inference, global vs local models: SVM, TSVM, and SVMT for gene expression classification problems

Shaoning Pang,, Kasabov, N.

Year:

2004

Language:

english

File:

PDF, 400 KB

english, 2004

38

Service Provision Control in Federated Service Providing Systems

Chen, Gang, Sarrafzadeh, Abdolhossein, Pang, Shaoning

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

2013

Language:

english

File:

PDF, 697 KB

english, 2013

39

[IEEE Comput. Soc 16th International Conference on Pattern Recognition - Quebec City, Que., Canada (11-15 Aug. 2002)] Object recognition supported by user interaction for service robots - Pattern classification using support vector machine ensemble

Hyun-Chul Kim,, Shaoning Pang,, Hong-Mo Je,, Daijin Kim,, Sung Yang Bang,

Year:

2002

Language:

english

File:

PDF, 257 KB

english, 2002

40

[IEEE 2004 IEEE International Joint Conference on Neural Networks - Budapest, Hungary (25-29 July 2004)] 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) - SVM classification tree algorithm with application to face membership authentication

Year:

2004

Language:

english

File:

PDF, 436 KB

english, 2004

41

Incremental and Decremental Max-flow for Online Semi-supervised Learning

Zhu, Lei, Pang, Shaoning, Ban, Tao, Inoue, Daisuke, Sarrafzadeh, Abodalhossein

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2016

Language:

english

File:

PDF, 657 KB

english, 2016

42

LDA Merging and Splitting With Applications to Multiagent Cooperative Learning and System Alteration

Shaoning Pang, Tao Ban, Kadobayashi, Y., Kasabov, N.K.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2012

Language:

english

File:

PDF, 893 KB

english, 2012

43

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Incremental and decremental LDA learning with applications

Pang, Shaoning, Ban, Tao, Kadobayashi, Youki, Kasabov, Nikola

Year:

2010

Language:

english

File:

PDF, 809 KB

english, 2010

44

[IEEE WCICA 2000. Proceedings of the 3rd World Congress on Intelligent Control and Automation - Hefei, China (28 June-2 July 2000)] Proceedings of the 3rd World Congress on Intelligent Control and Automation (Cat. No.00EX393) - Digital image sampling curve feature extraction using triangle fractal method

Pang Shaoning,, Li Jiegu,

Year:

2000

Language:

english

File:

PDF, 295 KB

english, 2000

45

Privacy-aware Data Fusion and Prediction with Spatial-Temporal Context for Smart City Industrial Environment

Qi, Lianyong, Hu, Chunhua, Zhang, Xuyun, Khosravi, Mohammad R., Sharma, Suraj, Pang, Shaoning, Wang, Tian

Journal:

IEEE Transactions on Industrial Informatics

Year:

2020

File:

PDF, 821 KB

2020

46

Modelling land water composition scene for maritime traffic surveillance

Pang, Shaoning, Zhao, Jing, Hartill, Bruce, Sarrafzadeh, Abdolhossein

Journal:

International Journal of Applied Pattern Recognition

Year:

2016

File:

PDF, 6.33 MB

2016

47

Classification consistency analysis for bootstrapping gene selection

Shaoning Pang, Ilkka Havukkala, Yingjie Hu, Nikola Kasabov

Journal:

Neural Computing and Applications

Year:

2007

Language:

english

File:

PDF, 540 KB

english, 2007

48

SPIE Proceedings [SPIE 2010 International Conference on Display and Photonics - Nanjing, China (Tuesday 13 July 2010)] 2010 International Conference on Display and Photonics - A modified fuzzy C-means with particle swarm optimization adaptive image segmentation algorithm

Gu, Yingjie, Jia, Zhenhong, Yang, Jie, Pang, Shaoning, Wu, Yanwen

Year:

2010

Language:

english

File:

PDF, 368 KB

english, 2010

49

[IEEE 2017 IEEE Trustcom/BigDataSE/ICESS - Sydney, Australia (2017.8.1-2017.8.4)] 2017 IEEE Trustcom/BigDataSE/ICESS - Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control

Liu, Meng, Zhang, Xuyun, Yang, Chi, Pang, Shaoning, Puthal, Deepak, Ren, Kaijun

Year:

2017

Language:

english

File:

PDF, 295 KB

english, 2017

50

Guest editorial: Thematic issue on ‘Adaptive Soft Computing Techniques and Applications’

Shaoning Pang, Tao Ban

Journal:

Memetic Computing

Year:

2009

Language:

english

File:

PDF, 50 KB

english, 2009

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