17. ICONIP 2010: Sydney, Australia

Brain Computer Interface

• Sercan Taha Ahi, Natsue Yoshimura, Hiroyuki Kambara, Yasuharu Koike:
  Utilizing Fuzzy-SVM and a Subject Database to Reduce the Calibration Time of P300-Based BCI. 1-8
  
• Wenting Tu, Shiliang Sun:
  Importance Weighted Extreme Energy Ratio for EEG Classification. 9-16
  
• Gert Van Dijck, Ahmad Jezzini, Stanislav Herwik, Sebastian Kisban, Karsten Seidl, Oliver Paul, Patrick Ruther, Francesca Ugolotti Serventi, Leonardo Fogassi, Marc M. Van Hulle, Maria Alessandra Umiltà:
  Toward Automated Electrode Selection in the Electronic Depth Control Strategy for Multi-unit Recordings. 17-25
  
• Yoshikazu Washizawa, Hiroshi Higashi, Tomasz M. Rutkowski, Toshihisa Tanaka, Andrzej Cichocki:
  Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. 26-33
  
• Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi:
  A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. 34-41
  
• Hiroshi Kawata, Fumihide Tanaka, Atsuo Suemitsu, Masahiko Morita:
  Practical Surface EMG Pattern Classification by Using a Selective Desensitization Neural Network. 42-49
  
• Hiromu Takahashi, Tomohiro Yoshikawa, Takeshi Furuhashi:
  Reliability-Based Automatic Repeat reQuest with Error Potential-Based Error Correction for Improving P300 Speller Performance. 50-57
  
• Alexander Lenhardt, Helge Ritter:
  An Augmented-Reality Based Brain-Computer Interface for Robot Control. 58-65
  
• Gareth Oliver, Tom Gedeon:
  Brain Computer Interfaces: A Recurrent Neural Network Approach. 66-73
  
• Arao Funase, Motoaki Mouri, Andrzej Cichocki, Ichi Takumi:
  Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis. 74-81
  

Kernel Methods

• Tzu-Chao Lin, Chien-Ting Yeh, Mu-Kun Liu:
  Application of SVM-Based Filter Using LMS Learning Algorithm for Image Denoising. 82-90
  
• Nuwan Gunasekara, Shaoning Pang, Nikola Kasabov:
  Tuning N-gram String Kernel SVMs via Meta Learning. 91-98
  
• Takumi Kobayashi, Nobuyuki Otsu:
  Bilinear Formulated Multiple Kernel Learning for Multi-class Classification Problem. 99-107
  
• Yasuyuki Tajiri, Ryousuke Yabuwaki, Takuya Kitamura, Shigeo Abe:
  Feature Extraction Using Support Vector Machines. 108-115
  
• Tasadduq Imam, Kevin Tickle:
  Class Information Adapted Kernel for Support Vector Machine. 116-123
  
• Tan Vo, B. Sumudu U. Mendis, Tom Gedeon:
  Gaze Pattern and Reading Comprehension. 124-131
  
• Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma:
  A Theoretical Framework for Multi-sphere Support Vector Data Description. 132-142
  
• Yongquan Shi, Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi:
  Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing. 143-151
  

Model Generation and Classification

• Piyasak Jeatrakul, Kok Wai Wong, Chun Che Fung:
  Classification of Imbalanced Data by Combining the Complementary Neural Network and SMOTE Algorithm. 152-159
  
• Chi-Sing Leung, John Sum, Shue Kwan Mak:
  Generalization Error of Faulty MLPs with Weight Decay Regularizer. 160-167
  
• Xu Zang:
  The Effect of Bottlenecks on Generalisation in Backpropagation Neural Networks. 168-176
  
• Ping-Man Lam, Chi-Sing Leung, John Sum, Anthony G. Constantinides:
  Lagrange Programming Neural Networks for Compressive Sampling. 177-184
  
• Chanwoong Jung, Sang-Woo Ban, Sungmoon Jeong, Minho Lee:
  Input and Output Mapping Sensitive Auto-Associative Multilayer Perceptron for Computer Interface System Based on Image Processing of Laser Pointer Spot. 185-192
  
• Oliver Obst, Joschka Boedecker, Minoru Asada:
  Improving Recurrent Neural Network Performance Using Transfer Entropy. 193-200
  
• Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez:
  Design of Artificial Neural Networks Using Differential Evolution Algorithm. 201-208
  
• Norbert Michael Mayer, Matthew Browne, Horng Jason Wu:
  ESNs with One Dimensional Topography. 209-216
  

Computational Advance in Bioinformatics

• Dianhui Wang, Xi Li:
  iGAPK: Improved GAPK Algorithm for Regulatory DNA Motif Discovery. 217-225
  
• Hussein Samma, Chee Peng Lim, Ali Samma:
  A Computer-Aided Detection System for Automatic Mammography Mass Identification. 226-233
  
• Kyung-Joong Kim, Sung-Bae Cho:
  Exploring Features and Classifiers to Classify MicroRNA Expression Profiles of Human Cancer. 234-241
  
• Nung Kion Lee, Dianhui Wang:
  SOMIX: Motifs Discovery in Gene Regulatory Sequences Using Self-Organizing Maps. 242-249
  
• Pitak Sootanan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan:
  Microarray-Based Disease Classification Using Pathway Activities with Negatively Correlated Feature Sets. 250-258
  

Data Mining for Cybersecurity

• Shanqing Guo, Qixia Yuan, Fengbo Lin, Fengyu Wang, Tao Ban:
  A Malware Detection Algorithm Based on Multi-view Fusion. 259-266
  
• Tao Ban, Ruo Ando, Youki Kadobayashi:
  A Fast Kernel on Hierarchial Tree Structures and Its Application to Windows Application Behavior Analysis. 267-274
  
• Amir H. Basirat, Asad I. Khan:
  Evolution of Information Retrieval in Cloud Computing by Redesigning Data Management Architecture from a Scalable Associative Computing Perspective. 275-282
  
• Ye Chen, Shaoning Pang, Nikola Kasabov:
  Factorizing Class Characteristics via Group MEBs Construction. 283-290
  
• Heesang Shin, Napoleon H. Reyes, Andre L. C. Barczak:
  A Hybrid Fuzzy-Genetic Colour Classification System with Best Colour Space Selection under Dynamically-Changing Illumination. 291-299
  
• Nomica Imran, Asad Khan:
  Identifier Based Graph Neuron: A Light Weight Event Classification Scheme for WSN. 300-309
  
• Lazhar Labiod, Nistor Grozavu, Younès Bennani:
  Clustering Categorical Data Using an Extended Modularity Measure. 310-320
  
• Hidetaka Harada, Tsutomu Miki:
  A Morphological Associative Memory Employing a Reverse Recall. 321-328
  
• Hiroshi Dozono, Masanori Nakakuni, Takaru Kabashima, Shigeomi Hara:
  Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps. 329-336
  
• Ruo Ando, Kang Byung, Youki Kadobayashi:
  Log Analysis of Exploitation in Cloud Computing Environment Using Automated Reasoning. 337-343
  

Self-organizing Maps and Their Applications

• Hui Yu, Furao Shen, Osamu Hasegawa:
  A Multidirectional Associative Memory Based on Self-organizing Incremental Neural Network. 344-351
  
• Shuichi Kurogi, Tomokazu Nagi, Takeshi Nishida:
  Range Image Registration Using Particle Filter and Competitive Associative Nets. 352-359
  
• Andrew P. Paplinski:
  Rotation Invariant Categorization of Visual Objects Using Radon Transform and Self-Organizing Modules. 360-366
  
• Guénaël Cabanes, Younès Bennani:
  Learning Topological Constraints in Self-Organizing Map. 367-374
  
• Ryotaro Kamimura:
  Pseudo-network Growing for Gradual Interpretation of Input Patterns. 375-382
  
• Hiroshi Dozono, Masanori Nakakuni, Shinsuke Ito, Shigeomi Hara:
  The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps. 383-390
  
• Yanli Ji, Atsushi Shimada, Rin-ichiro Taniguchi:
  Human Action Recognition by SOM Considering the Probability of Spatio-temporal Features. 391-398
  
• Fumiaki Saitoh, Sumio Watanabe:
  On Generalization Error of Self-Organizing Map. 399-406
  
• Hirofumi Tsuzuki, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata:
  A Novel Approach for Sound Approaching Detection. 407-414
  
• Akira Hirose, Ayato Ejiri, Kunio Kitahara:
  Ground Penetrating Radar System with Integration of Mutimodal Information Based on Mutual Information among Multiple Self-Organizing Maps. 415-422
  
• Ryotaro Kamimura:
  Information-Theoretic Competitive and Cooperative Learning for Self-Organizing Maps. 423-430
  
• Atsushi Shimada, Manabu Kawashima, Rin-ichiro Taniguchi:
  Early Recognition Based on Co-occurrence of Gesture Patterns. 431-438
  
• Hakaru Tamukoh, Masatoshi Sekine:
  A Dynamically Reconfigurable Platform for Self-Organizing Neural Network Hardware. 439-446
  
• Anne O. Mus:
  Inversion of Many-to-one Mappings Using Self-Organising Maps. 447-453
  
• Nobuhiko Yamaguchi:
  Self-Organizing Hidden Markov Models. 454-461
  
• Shih-Ting Yang, Jiann-Der Lee, Chung-Hsien Huang, Jiun-Jie Wang, Wen-Chuin Hsu, Yau-Yau Wai:
  An Image-Aided Diagnosis System for Dementia Classification Based on Multiple Features and Self-Organizing Map. 462-469
  
• Masahiro Takatsuka, Michael Bui:
  Parallel Batch Training of the Self-Organizing Map Using OpenCL. 470-476
  
• Hiroki Midorikawa, Yuko Osana:
  Fast Kohonen Feature Map Associative Memory Using Area Representation for Sequential Analog Patterns. 477-484
  

Machine Learning Applications to Image Analysis

• Abhinav Dhall, Akshay Asthana, Roland Goecke:
  Facial Expression Based Automatic Album Creation. 485-492
  
• Yan-Ming Tang, Bao-Liang Lu:
  Age Classification Combining Contour and Texture Feature. 493-500
  
• David Huw Jones, Adam Powell, Christos-Savvas Bouganis, Peter Y. K. Cheung:
  A Salient Region Detector for GPU Using a Cellular Automata Architecture. 501-508
  
• Hélio Perroni Filho, Alberto F. De Souza:
  VG-RAM WNN Approach to Monocular Depth Perception. 509-516
  
• Gelan Yang, Xue Xu, Gang Yang, Jianming Zhang:
  Semi-supervised Classification by Local Coordination. 517-524
  
• Fuqing Duan, Liang Wang, Ping Guo:
  RANSAC Based Ellipse Detection with Application to Catadioptric Camera Calibration. 525-532
  
• Song Lin, Yao Yao, Ping Guo:
  Speed Up Image Annotation Based on LVQ Technique with Affinity Propagation Algorithm. 533-540
  
• Sepehr Jalali, Joo-Hwee Lim, Sim Heng Ong, Jo Yew Tham:
  Dictionary of Features in a Biologically Inspired Approach to Image Classification. 541-548
  
• Werasak Kurutach, Rerkchai Fooprateepsiri, Suronapee Phoomvuthisarn:
  A Highly Robust Approach Face Recognition Using Hausdorff-Trace Transformation. 549-556
  
• Girija Chetty, Monica Singh, Matthew White:
  Blind Image Tamper Detection Based on Multimodal Fusion. 557-564
  
• Keiichi Kondo, Ko Sakai:
  Orientation Dependence of Surround Modulation in the Population Coding of Figure/Ground. 565-573
  
• Kunihiko Fukushima:
  Increased Robustness against Background Noise: Pattern Recognition by a Neocognitron. 574-581
  
• Ligang Zhang, Dian Tjondronegoro:
  Improving the Performance of Facial Expression Recognition Using Dynamic, Subtle and Regional Features. 582-589
  
• Girija Chetty, Renuka Biswas, Julian Goodwin:
  Identity Retrieval in Biometric Access Control Systems Using Multimedia Fusion. 590-597
  
• Masaaki Tekawa, Motonobu Hattori:
  Improvement of Reuse of Classifiers in CBIR Using SVM Active Learning. 598-605
  
• Michael Goh Kah Ong, Connie Tee, Chuan Chin Teo, Han Foon Neo, Andrew Teoh Beng Jin:
  Realizing Hand-Based Biometrics Based on Visible and Infrared Imagery. 606-615
  
• Yasuomi D. Sato, Jenia Jitsev, Christoph von der Malsburg:
  Visual Object Detection by Specifying the Scale and Rotation Transformations. 616-624
  
• Tian-Xiang Wu, Bao-Liang Lu:
  Multi-view Gender Classification Using Hierarchical Classifiers Structure. 625-632
  
• Yoshitatsu Matsuda, Kazunori Yamaguchi:
  Partial Extraction of Edge Filters by Cumulant-Based ICA under Highly Overcomplete Model. 633-640
  
• Bo Xie, Yang Mu, Mingli Song, Dacheng Tao:
  Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. 641-649
  
• BongWhan Choe, Jun-Ki Min, Sung-Bae Cho:
  Online Gesture Recognition for User Interface on Accelerometer Built-in Mobile Phones. 650-657
  
• Qing Zhang, Jianwu Li:
  Constructing Sparse KFDA Using Pre-image Reconstruction. 658-667
  

Applications

• Yasuhito Horiguchi, Takamitsu Matsubara, Masatsugu Kidode:
  Learning Basis Representations of Inverse Dynamics Models for Real-Time Adaptive Control. 668-675
  
• Sven Hellbach, André Frank Krause, Volker Dürr:
  Feel Like an Insect: A Bio-Inspired Tactile Sensor System. 676-683
  
• Arman Melkumyan, Richard J. Murphy:
  Spectral Domain Noise Suppression in Dual-Sensor Hyperspectral Imagery Using Gaussian Processes. 684-691
  
• Yuxin Ding, Li Dong, Ling Wang, Guohua Wu:
  A High Order Neural Network to Solve Crossbar Switch Problem. 692-699
  
• Marcin Blachnik, Tadeusz Wieczorek, Krystian Maczka, Grzegorz Kopec:
  Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods. 700-707
  
• William W. Guo, Lily D. Li, Gregory K. Whymark:
  Simulating Wheat Yield in New South Wales of Australia Using Interpolation and Neural Networks. 708-715
  
• Shu-Hsien Liao, Shiu-Hwei Ho:
  Investment Appraisal under Uncertainty - A Fuzzy Real Options Approach. 716-726
  
• Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
  Developing a Robust Prediction Interval Based Criterion for Neural Network Model Selection. 727-734
  

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