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ORCID17th ICONIP 2010: Sydney, Australia
- Kok Wai Wong, B. Sumudu U. Mendis, Abdesselam Bouzerdoum:
Neural Information Processing. Models and Applications - 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6444, Springer 2010, ISBN 978-3-642-17533-6
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 J. 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 K. 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 K. 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 I. 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, Kô 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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