International Conference on Neural Information Processing 2011 (original) (raw)

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18th ICONIP 2011: Shanghai, China

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  • Perception, Emotion and Development
  • Bioinformatics
  • Biologically Inspired Vision and Recognition
  • Bio-medical Data Analysis
  • Brain Signal Processing
  • Brain-Computer Interfaces
  • Brain-Like Systems
  • Brain-Realistic Models for Learning, Memory and Embodied Cognition
  • Clifford Algebraic Neural Networks
  • Combining Multiple Learners
  • Computational Advances in Bioinformatics
  • Computational-Intelligent Human Computer Interaction

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    Bao-Liang Lu, Liqing Zhang, James T. Kwok:
    Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7062, Springer 2011, ISBN 978-3-642-24954-9

Perception, Emotion and Development

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    Sanming Song, Hongxun Yao:
    Stable Fast Rewiring Depends on the Activation of Skeleton Voxels. 1-8
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    Jan Treur:
    A Computational Agent Model for Hebbian Learning of Social Interaction. 9-19
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    Yoshitatsu Matsuda, Kazunori Yamaguchi:
    An Information Theoretic Approach to Joint Approximate Diagonalization. 20-27
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    Marco Gori, Stefano Melacci:
    Support Constraint Machines. 28-37
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    Youngseol Lee, Sung-Bae Cho:
    Human Activity Inference Using Hierarchical Bayesian Network in Mobile Contexts. 38-45
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    Yuna Negishi, Zhang Dou, Yasue Mitsukura:
    Estimation System for Human-Interest Degree while Watching TV Commercials Using EEG. 46-53
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    André Borges Cavalcante, Allan Kardec Barros, Yoshinori Takeuchi, Noboru Ohnishi:
    Effects of Second-Order Statistics on Independent Component Filters. 54-61
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    Yoshitaka Mutoh, Yoshiki Kashimori:
    Neural Model of Auditory Cortex for Binding Sound Intensity and Frequency Information in Bat's Echolocation. 62-69
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    Shuichi Kurogi, Shota Mineishi, Tomohiro Tsukazaki, Takeshi Nishida:
    Naive Bayesian Multistep Speaker Recognition Using Competitive Associative Nets. 70-78
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    Wei Qiu, Kô Sakai:
    Medial Axis for 3D Shape Representation. 79-87
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    Mohammad Saifullah:
    A Biologically Inspired Model for Occluded Patterns. 88-96

Bioinformatics

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    Xuan Vinh Nguyen, Madhu Chetty, Ross L. Coppel, Pramod P. Wangikar:
    Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering. 97-106
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    Jingru Xu, Yuehui Chen:
    Discrimination of Protein Thermostability Based on a New Integrated Neural Network. 107-112
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    Quang Vinh Nguyen, Andrew Gleeson, Nicholas Ho, Mao Lin Huang, Simeon J. Simoff, Daniel R. Catchpoole:
    Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia. 113-120
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    Yang Yu, Lei Lin, Chengjie Sun, Xiaolong Wang, Xuan Wang:
    Complex Detection Based on Integrated Properties. 121-128
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    Wen Liang, Yingjie Hu, Nikola K. Kasabov, Valery Feigin:
    Exploring Associations between Changes in Ambient Temperature and Stroke Occurrence: Comparative Analysis Using Global and Personalised Modelling Approaches. 129-137
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    Young-Min Jang, Sangil Lee, Rammohan Mallipeddi, Ho-Wan Kwak, Minho Lee:
    Recognition of Human's Implicit Intention Based on an Eyeball Movement Pattern Analysis. 138-145
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    Yang Wu, Liqing Zhang:
    ECG Classification Using ICA Features and Support Vector Machines. 146-154
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    Sihui Qi, Yang Yang, Anjun Song:
    Feature Reduction Using a Topic Model for the Prediction of Type III Secreted Effectors. 155-163

Biologically Inspired Vision and Recognition

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    Huiyun Jing, Xin He, Qi Han, Xiamu Niu:
    A Saliency Detection Model Based on Local and Global Kernel Density Estimation. 164-171
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    Fang Fang, Laiyun Qing, Jun Miao, Xilin Chen, Wen Gao:
    Saliency Detection Based on Scale Selectivity of Human Visual System. 172-181
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    Lijuan Duan, Chunpeng Wu, Haitao Qiao, Jili Gu, Jun Miao, Laiyun Qing, Zhen Yang:
    Bio-inspired Visual Saliency Detection and Its Application on Image Retargeting. 182-189
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    Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Manuel Ramon López-Torres, Elena Cerezuela-Escudero, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Arturo Morgado Estevez:
    An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation. 190-198
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    Manuel Ramon López-Torres, Fernando Díaz-del-Río, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco:
    AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation. 199-208
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    Yuekai Wang, Xiaofeng Wu, Juyang Weng:
    Skull-Closed Autonomous Development. 209-216
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    Hyun Ah Song, Sung-Do Choi, Soo-Young Lee:
    Enhanced Discrimination of Face Orientation Based on Gabor Filters. 217-224
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    Shuzhi Sam Ge, Chengyao Shen, Hongsheng He:
    Visual Cortex Inspired Junction Detection. 225-232

Bio-medical Data Analysis

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    Yu Cheng, Lan Wang, Jinglu Hu:
    A Quasi-linear Approach for Microarray Missing Value Imputation. 233-240
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    Qiang Wang, Qingqing Chang, Yu Qiao, Yuyuan Zhu, Gang Huang, Jie Yang:
    Knowledge-Based Segmentation of Spine and Ribs from Bone Scintigraphy. 241-248
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    Yu Qiao, Jie Yang:
    Adaptive Region Growing Based on Boundary Measures. 249-256
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    Qingqing Chang, Qiang Wang, Yu Qiao, Yuyuan Zhu, Gang Huang, Jie Yang:
    Adaptive Detection of Hotspots in Thoracic Spine from Bone Scintigraphy. 257-264
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    Wenlu Yang, Fangyu He, Xinyun Chen, Xudong Huang:
    ICA-Based Automatic Classification of PET Images from ADNI Database. 265-272

Brain Signal Processing

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    Jing Jin, Yu Zhang, Xingyu Wang:
    A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI. 273-278
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    Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki:
    A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. 279-286
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    Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki:
    Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. 287-295
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    Lijuan Duan, Xuebin Wang, Zhen Yang, Haiyan Zhou, Chunpeng Wu, Qi Zhang, Jun Miao:
    An Emotional Face Evoked EEG Signal Recognition Method Based on Optimal EEG Feature and Electrodes Selection. 296-305
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    JungHoe Kim, Jong-Hwan Lee:
    Functional Connectivity Analysis with Voxel-Based Morphometry for Diagnosis of Mild Cognitive Impairment. 306-313
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    Gen Hori, Jianting Cao:
    An Application of Translation Error to Brain Death Diagnosis. 314-321
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    Arao Funase, Andrzej Cichocki, Ichi Takumi:
    Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. 322-328

Brain-Computer Interfaces

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    Jun Li, Dacheng Tao:
    A Probabilistic Model for Discovering High Level Brain Activities from fMRI. 329-336
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    Zhi-Jun Qiu, Hongyan Zhang, Xin Tian:
    Research of EEG from Patients with Temporal Lobe Epilepsy on Causal Analysis of Directional Transfer Functions. 337-344
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    Tao Zhang, Kunhan Xu:
    Multifractal Analysis of Intracranial EEG in Epilepticus Rats. 345-351
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    Wee Lih Lee, Yee Hong Leung, Tele Tan:
    P300 Response Classification in the Presence of Magnitude and Latency Fluctuations. 352-359
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    Shuichi Matsuzaki, Yusuke Shiina, Yasuhiro Wada:
    Adaptive Classification for Brain-Machine Interface with Reinforcement Learning. 360-369
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    Toshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya, Hatsuo Hayashi:
    Power Laws for Spontaneous Neuronal Activity in Hippocampal CA3 Slice Culture. 370-379
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    Jing-Nan Gu, Hongjun Liu, Hongtao Lu, Bao-Liang Lu:
    An Integrated Hierarchical Gaussian Mixture Model to Estimate Vigilance Level Based on EEG Recordings. 380-387
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    Michal Vavrecka, Václav Gerla, Lenka Lhotská:
    EEG Analysis of the Navigation Strategies in a 3D Tunnel Task. 388-395
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    Tan Vo, Tom Gedeon:
    Reading Your Mind: EEG during Reading Task. 396-403
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    Hong-Bin Yu, Hongtao Lu:
    Vigilance Estimation Based on Statistic Learning with One ICA Component of EEG Signal. 404-412

Brain-Like Systems

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    Andrew P. Paplinski, Lennart Gustafsson, William M. Mount:
    A Recurrent Multimodal Network for Binding Written Words and Sensory-Based Semantics into Concepts. 413-422
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    Tibor Bosse, Vikas Chandra, Eve Mitleton-Kelly, C. Natalie van der Wal:
    Analysis of Beliefs of Survivors of the 7/7 London Bombings: Application of a Formal Model for Contagion of Mental States. 423-434
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    Sanming Song, Hongxun Yao:
    Modular Scale-Free Function Subnetworks in Auditory Areas. 435-442
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    Michal Vavrecka, Igor Farkas, Lenka Lhotská:
    Bio-inspired Model of Spatial Cognition. 443-450
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    Nuttapod Nuntalid, Kshitij Dhoble, Nikola K. Kasabov:
    EEG Classification with BSA Spike Encoding Algorithm and Evolving Probabilistic Spiking Neural Network. 451-460
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    Jinling Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity:
    A New Learning Algorithm for Adaptive Spiking Neural Networks. 461-468

Brain-Realistic Models for Learning, Memory and Embodied Cognition

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    Ning Ning, Kaijun Yi, Kejie Huang, Luping Shi:
    Axonal Slow Integration Induced Persistent Firing Neuron Model. 469-476
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    Huajin Tang, Weiwei Huang:
    Brain Inspired Cognitive System for Learning and Memory. 477-484
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    Weiwei Huang, Huajin Tang, Jiali Yu, Chin Hiong Tan:
    A Neuro-cognitive Robot for Spatial Navigation. 485-492
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    Chin Hiong Tan, Eng Yeow Cheu, Jun Hu, Qiang Yu, Huajin Tang:
    Associative Memory Model of Hippocampus CA3 Using Spike Response Neurons. 493-500
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    Sungmoon Jeong, Yunjung Park, Hiroaki Arie, Jun Tani, Minho Lee:
    Goal-Oriented Behavior Generation for Visually-Guided Manipulation Task. 501-508

Clifford Algebraic Neural Networks

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    Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi:
    Dynamic Complex-Valued Associative Memory with Strong Bias Terms. 509-518
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    Tohru Nitta:
    Widely Linear Processing of Hypercomplex Signals. 519-525
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    Akira Hirose, Shotaro Yoshida:
    Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability. 526-531
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    Ryota Ikeuchi, Kazushi Ikeda:
    An Automatic Music Transcription Based on Translation of Spectrum and Sound Path Estimation. 532-540
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    Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase:
    Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN). 541-549
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    Md. Faijul Amin, Muhammad Ilias Amin, Ahmed Yarub H. Al-Nuaimi, Kazuyuki Murase:
    Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks. 550-559
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    Yasuaki Kuroe, Shinpei Tanigawa, Hitoshi Iima:
    Models of Hopfield-Type Clifford Neural Networks and Their Energy Functions - Hyperbolic and Dual Valued Networks -. 560-569

Combining Multiple Learners

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    Nistor Grozavu, Younès Bennani:
    Simultaneous Pattern and Variable Weighting during Topological Clustering. 570-579
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    Ghazal Jaber, Antoine Cornuéjols, Philippe Tarroux:
    Predicting Concept Changes Using a Committee of Experts. 580-588
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    Luming Zhang, Mingli Song, Wei Bian, Dacheng Tao, Xiao Liu, Jiajun Bu, Chun Chen:
    Feature Relationships Hypergraph for Multimodal Recognition. 589-598
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    Nicoleta Rogovschi, Mohamed Nadif:
    Weighted Topological Clustering for Categorical Data. 599-607
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    Antoine Cornuéjols, Christine Martin:
    Unsupervised Object Ranking Using Not Even Weak Experts. 608-616

Computational Advances in Bioinformatics

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    Fan Yang, Lin Wang:
    Research on Classification Methods of Glycoside Hydrolases Mechanism. 617-624
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    Md. Kamrul Islam, Madhu Chetty, Abu Zafer M. Dayem Ullah, Kathleen Steinhöfel:
    A Memetic Approach to Protein Structure Prediction in Triangular Lattices. 625-635
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    Md. Kamrul Islam, Madhu Chetty, M. Manzur Murshed:
    Conflict Resolution Based Global Search Operators for Long Protein Structures Prediction. 636-645
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    Yingjie Hu, Nikola K. Kasabov:
    Personalised Modelling on SNPs Data for Crohn's Disease Prediction. 646-653
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    Yau-King Lam, Peter Wai-Ming Tsang, Chi-Sing Leung:
    Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching. 654-661
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    Yau-King Lam, Wuchao Situ, Peter Wai-Ming Tsang, Chi-Sing Leung, Yi Xiao:
    Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data. 662-667
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    Phit Ling Tan, Shing Chiang Tan, Chee Peng Lim, Swee Eng Khor:
    A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data. 668-675
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    Pitak Sootanan, Asawin Meechai, Santitham Prom-on, Jonathan Hoyin Chan:
    Pathway-Based Microarray Analysis with Negatively Correlated Feature Sets for Disease Classification. 676-683

Computational-Intelligent Human Computer Interaction

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    Jia-Ping Lin, Yong-Sheng Chen, Li-Fen Chen:
    Person Identification Using Electroencephalographic Signals Evoked by Visual Stimuli. 684-691
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    Trung Le, Dat Tran, Tuan Hoang, Wanli Ma, Dharmendra Sharma:
    Generalised Support Vector Machine for Brain-Computer Interface. 692-700
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    Chin-Teng Lin, Yu-Kai Wang, Shi-An Chen:
    An EEG-Based Brain-Computer Interface for Dual Task Driving Detection. 701-708
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    Jie Wu, Li-Chen Shi, Bao-Liang Lu:
    Removing Unrelated Features Based on Linear Dynamical System for Motor-Imagery-Based Brain-Computer Interface. 709-716
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    Li-Wei Ko, Chun-Shu Wei, Shi-An Chen, Chin-Teng Lin:
    EEG-Based Motion Sickness Estimation Using Principal Component Regression. 717-724
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    Li-Chen Shi, Yang Li, Rui-Hua Sun, Bao-Liang Lu:
    A Sparse Common Spatial Pattern Algorithm for Brain-Computer Interface. 725-733
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    Xiao-Wei Wang, Dan Nie, Bao-Liang Lu:
    EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines. 734-743

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