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16th ICONIP 2009: Bangkok, Thailand
- Chi-Sing Leung, Minho Lee, Jonathan Hoyin Chan:
Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part II. Lecture Notes in Computer Science 5864, Springer 2009, ISBN 978-3-642-10682-8
Computer Vision
- Jeong-Woo Woo, Young-Chul Lim, Minho Lee:
Obstacle Categorization Based on Hybridizing Global and Local Features. 1-10 - José J. López
, Emanuel Aguilera, Maximo Cobos
Defect Detection and Classification in Citrus Using Computer Vision. 11-18 - Wataru Fukuda, Atsunori Kanemura
Superresolution from Occluded Scenes. 19-27 - Satoru Morita:
Generating Self-organized Saliency Map Based on Color and Motion. 28-37 - Akinori Hidaka, Takio Kurita
Co-occurrence of Intensity and Gradient Features for Object Detection. 38-46
Control and Robotics
- Poramate Manoonpong
Adaptive Sensor-Driven Neural Control for Learning in Walking Machines. 47-55 - Shuichi Kurogi, Hiroshi Yuno, Yohei Koshiyama:
A Method to Switch Multiple CAN2s for Variable Initial Temperature in Temperature Control of RCA Cleaning Solutions. 56-64 - Fady Alnajjar
Vision-Motor Abstraction toward Robot Cognition. 65-74 - Abraham Prieto, Francisco Bellas
Adaptively Coordinating Heterogeneous Robot Teams through Asynchronous Situated Coevolution. 75-82 - Hassab Elgawi Osman:
RL-Based Memory Controller for Scalable Autonomous Systems. 83-92 - Choon Ling Tan, Simon Egerton, Velappa Ganapathy:
A Semantic SLAM Model for Autonomous Mobile Robots Using Content Based Image Retrieval Techniques. 93-106
Evolutionary Computation
- Pengfei Li, Hesheng Tang
Parameter Estimation Using a SCE Strategy. 107-113 - Harya Widiputra
A Novel Evolving Clustering Algorithm with Polynomial Regression for Chaotic Time-Series Prediction. 114-121 - Chukiat Worasucheep, Prabhas Chongstitvatana:
A Multi-strategy Differential Evolution Algorithm for Financial Prediction with Single Multiplicative Neuron. 122-130 - Martin Holena, David Linke, Norbert Steinfeldt:
Boosted Neural Networks in Evolutionary Computation. 131-140 - Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Improving Prediction Interval Quality: A Genetic Algorithm-Based Method Applied to Neural Networks. 141-149 - Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase
Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection. 150-158 - Kazi Shah Nawaz Ripon, Kyrre Glette, Omid Mirmotahari
Pareto Optimal Based Evolutionary Approach for Solving Multi-Objective Facility Layout Problem. 159-168
Other Emerging Computational Methods
- Hitoshi Iima, Yasuaki Kuroe:
Swarm Reinforcement Learning Algorithm Based on Particle Swarm Optimization Whose Personal Bests Have Lifespans. 169-178 - Takayuki Nozawa
Effectiveness of Intrinsically Motivated Adaptive Agent for Sustainable Human-Agent Interaction. 179-188 - Shiro Usui, Nilton Liuji Kamiji
RAST: A Related Abstract Search Tool. 189-195 - Srikanth Pulikanti, Alok Singh
An Artificial Bee Colony Algorithm for the Quadratic Knapsack Problem. 196-205 - Wlodzislaw Duch
Universal Learning Machines. 206-215 - Mohammed Salem Binwahlan
Swarm Diversity Based Text Summarization. 216-225 - Ya Gao, Guangquan Zhang
A Fuzzy Bi-level Pricing Model and a PSO Based Algorithm in Supply Chains. 226-233 - Chihiro Kurosu, Toshimichi Saito, Kenya Jin'no
Growing Particle Swarm Optimizers with a Population-Dependent Parameter. 234-241 - Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase
An Efficient Feature Selection Using Ant Colony Optimization Algorithm. 242-252 - Qingsong Song, Zuren Feng, Yonggang Wang:
Stable Training Method for Echo State Networks Running in Closed-Loop Based on Particle Swarm Optimization Algorithm. 253-262
Signal, Data and Text Processing
- Kunio Kitahara, Akira Hirose:
A Concept Generation Method Based on Mutual Information Quantity among Multiple Self-organizing Maps. 263-272 - Peter Wai-Ming Tsang, Wai Keung Cheung, Chi-Sing Leung
Decoding Ambisonic Signals to Irregular Loudspeaker Configuration Based on Artificial Neural Networks. 273-280 - Sun Park, Dong Un An, ByungRea Cha, Chul-Won Kim:
Document Clustering with Cluster Refinement and Non-negative Matrix Factorization. 281-288 - Qiaona Chen, Shiliang Sun:
Hierarchical Multi-view Fisher Discriminant Analysis. 289-298 - Hiroshige Takeichi
Auditory Temporal Assimilation: A Discriminant Analysis of Electrophysiological Evidence. 299-308 - Supakpong Jinarat, Choochart Haruechaiyasak, Arnon Rungsawang:
Web Snippet Clustering Based on Text Enrichment with Concept Hierarchy. 309-317 - Ning Lu, Jie Lu
Maintaining Footprint-Based Retrieval for Case Deletion. 318-325 - Suparerk Janjarasjitt, Mark S. Scher, Kenneth A. Loparo
Investigation of Neonatal EEG Time Series Using a Modified Nonlinear Dynamical Analysis. 326-335 - M. Hadi Mashinchi, Mehmet A. Orgun
Solving Fuzzy Linear Regression with Hybrid Optimization. 336-343 - Xiaomei Xu, Zhendong Niu:
Automatic Document Tagging in Social Semantic Digital Library. 344-351 - Yutaro Hatagami, Toshihiko Matsuka:
Text Mining with an Augmented Version of the Bisecting K-Means Algorithm. 352-359 - Anju Verma, Maurizio Fiasché
Ontology Based Personalized Modeling for Type 2 Diabetes Risk Analysis: An Integrated Approach. 360-366
Artificial Spiking Neural Systems: Nonlinear Dynamics and Engineering Applications
- Kai Kinoshita, Hiroyuki Torikai:
A Pulse-Coupled Network of SOM. 367-375 - Shimon Teshima, Toshimichi Saito:
A Simple Spiking Neuron with Periodic Input: Basic Bifurcation and Encoding Function. 376-383 - Andrew Kilinga Kikombo, Tetsuya Asai, Yoshihito Amemiya:
Exploiting Temporal Noises and Device Fluctuations in Enhancing Fidelity of Pulse-Density Modulator Consisting of Single-Electron Neural Circuits. 384-391 - Tetsuya Hishiki, Hiroyuki Torikai:
Bifurcation Analysis of a Resonate-and-Fire-Type Digital Spiking Neuron. 392-400 - Ryosuke Hosaka, Yutaka Sakai, Kazuyuki Aihara:
Strange Responses to Fluctuating Inputs in the Hindmarsh-Rose Neurons. 401-408
Towards Brain-Inspired Systems
- Yasunori Takemura, Kazuo Ishii:
Evaluation of Color Constancy Vision Algorithm for Mobile Robots. 409-419 - Youbo Cai, Masumi Ishikawa:
Surprise-Driven Exploration with Rao-Blackwellized Particle Filters for Efficiently Constructing Occupancy Grid Maps. 420-429 - Tino Lourens, Emilia I. Barakova
Retrieving Emotion from Motion Analysis: In a Real Time Parallel Framework for Robots. 430-438 - Zeinab Farhoudi
Using Biologically Inspired Visual Features and Mixture of Experts for Face/Nonface Recognition. 439-448 - Keiichi Horio, Shuhei Matsumoto, Taishi Ohtani, Manabu Habu, Kazuhiro Tominaga, Takeshi Yamakawa:
Diagnosis Support System for Mucous Membrane Diseases in Oral Cavity. 449-456 - Masahiro Nagamatu, Jagath Weerasinghe:
Using Long and Short Term Memories in Solving Optimization Problems. 457-464
Computational Advances in Bioinformatics
- Hai Thanh Do, Dianhui Wang:
Overlap-Based Similarity Metrics for Motif Search in DNA Sequences. 465-474 - Shing Chiang Tan
An Evolutionary Artificial Neural Network for Medical Pattern Classification. 475-482 - Yingjie Hu, Nikola K. Kasabov
Coevolutionary Method for Gene Selection and Parameter Optimization in Microarray Data Analysis. 483-492 - Waranyu Wongseree, Anunchai Assawamakin, Theera Piroonratana, Saravudh Sinsomros, Chanin Limwongse, Nachol Chaiyaratana
An Omnibus Permutation Test on Ensembles of Two-Locus Analyses for the Detection of Purely Epistatic Multi-locus Interactions. 493-502 - Abdollah Dehzangi
Protein Fold Prediction Problem Using Ensemble of Classifiers. 503-511 - Jiann-Der Lee, Shau-Chiuan Su, Chung-Hsien Huang, Jiun-Jie Wang
Combination of Multiple Features in Support Vector Machine with Principal Component Analysis in Application for Alzheimer's Disease Diagnosis. 512-519
Data Mining for Cybersecurity
- Ye Chen, Shaoning Pang
Hierarchical Core Vector Machines for Network Intrusion Detection. 520-529 - Zbynek Michlovský, Shaoning Pang
String Kernel Based SVM for Internet Security Implementation. 530-539 - Ruo Ando:
Automated Log Analysis of Infected Windows OS Using Mechanized Reasoning. 540-547 - Daisuke Miyamoto, Hiroaki Hazeyama, Youki Kadobayashi:
HumanBoost: Utilization of Users' Past Trust Decision for Identifying Fraudulent Websites. 548-555 - Jungsuk Song, Daisuke Inoue, Masashi Eto
A Methodology for Analyzing Overall Flow of Spam-Based Attacks. 556-564 - Masashi Eto
A Proposal of Malware Distinction Method Based on Scan Patterns Using Spectrum Analysis. 565-572
Evolutionary Neural Networks: Theory and Practice
- Agustín Gajate, Rodolfo E. Haber
A Transductive Neuro-Fuzzy Force Control: An Ethernet-Based Application to a Drilling Process. 573-582 - Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions. 583-592 - Shing Chiang Tan
Improving the Performance of Fuzzy ARTMAP with Hybrid Evolutionary Programming: An Experimental Study. 593-600 - Jacek Mandziuk
"Dead" Chromosomes and Their Elimination in the Neuro-Genetic Stock Index Prediction System. 601-610 - Haza Nuzly Abdull Hamed, Nikola K. Kasabov
String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization. 611-619 - Hongxia Pan, Xiuye Wei, Xin Xu:
Fault Condition Recognition Based on PSO and KPCA. 620-629 - Kyung-Joong Kim
Evaluation of Distance Measures for Speciated Evolutionary Neural Networks in Pattern Classification Problems. 630-637 - Stefan Elfwing, Eiji Uchibe, Kenji Doya:
Emergence of Different Mating Strategies in Artificial Embodied Evolution. 638-647
Hybrid and Adaptive Systems for Computer Vision and Robot Control
- Jean-Samuel Marier, Camille Besse, Brahim Chaib-draa
A Markov Model for Multiagent Patrolling in Continuous Time. 648-656 - Fernando C. Monteiro
Hybrid Framework to Image Segmentation. 657-666 - Heesang Shin, Alwyn Husselmann, Napoleon H. Reyes:
On the Robustness of Fuzzy-Genetic Colour Contrast Fusion with Variable Colour Depth. 667-674 - MingHui Liu, Gadi Ben-Tal, Napoleon H. Reyes, Andre L. C. Barczak
Navel Orange Blemish Identification for Quality Grading System. 675-682 - Babak Mahdian, Stanislav Saic:
A Cyclostationarity Analysis Applied to Scaled Images. 683-690
Intelligent Data Mining
- Todsanai Chumwatana
Non-segmented Document Clustering Using Self-Organizing Map and Frequent Max Substring Technique. 691-698 - Ke-Bing Zhang, Mao Lin Huang
A Visual Method for High-Dimensional Data Cluster Exploration. 699-709 - Mariusz Swiecicki:
An Algorithm Based on the Construction of Braun's Cathode Ray Tube as a Novel Technique for Data Classification. 710-719 - Rolly Intan, Oviliani Yenty Yuliana:
Fuzzy Decision Tree Induction Approach for Mining Fuzzy Association Rules. 720-728 - Tao Ban, Shanqing Guo, Qiuliang Xu, Youki Kadobayashi:
AdaIndex: An Adaptive Index Structure for Fast Similarity Search in Metric Spaces. 729-737
Neural Networks for Data Mining
- Aidong Deng, Li Zhao, Xin Wei:
The Application of Wavelet Neural Network Optimized by Particle Swarm in Localization of Acoustic Emission Source. 738-745 - Cunbao Chen, Li Zhao:
Speaker Recognition Based on GMM with an Embedded TDNN. 746-753 - Haipeng Wang, Lin Shang, Xinyu Dai, Cunyan Yin:
Finding Appropriate Turning Point for Text Sentiment Polarity. 754-761 - Junfei Chen, Shihao Zhao, Weihao Liao, Yuan Weng:
Research on Natural Disaster Risk Assessment Model Based on Support Vector Machine and Its Application. 762-769 - Xiaojiang Ding, Susan E. Bedingfield
Identifying Tobacco Control Policy Drivers: A Neural Network Approach. 770-776 - Marcello Castellano, Giuseppe Mastronardi, Gianfranco Tarricone:
Intrusion Detection Using Neural Networks: A Grid Computing Based Data Mining Approach. 777-785
SOM and Related Subjects and Its Applications
- Aymen Cherif, Hubert Cardot, Romuald Boné:
Recurrent Neural Networks as Local Models for Time Series Prediction. 786-793 - Heizo Tokutaka, Eikou Gonda, Yoshio Maniwa, Masashi Yamamoto, Toshiyuki Kakihara, Masahumi Kurata, Kikuo Fujimura, Shigang Li, Masaaki Ohkita:
Construction of the General Physical Condition Judgments System Using Acceleration Plethysmogram Analysis Results. 794-801 - Nobuo Matsuda, Heizo Tokutaka, Matashige Oyabu:
Decision of Class Borders on Spherical SOM and Its Visualization. 802-811 - Michael Bui, Masahiro Takatsuka:
Quantifying the Path Preservation of SOM-Based Information Landscapes. 812-819 - Hirotaka Inoue:
Self-Organizing Neural Grove and Its Parallel and Distributed Performance. 820-827 - Takaichi Ito, Tetsuya Onoda:
The Finding of Weak-Ties by Applying Spherical SOM and Association Rules. 828-835 - Hiroshi Dozono, Masanori Nakakuni:
Analysis of Robustness of Pareto Learning SOM to Variances of Input Vectors. 836-844 - Yi Liu, Masahiro Takatsuka:
Interactive Hierarchical SOM for Image Retrieval Visualization. 845-854 - Tetsuya Onoda:
Evaluation Patterns of Japanese Representative Athletes in the 2008 Beijing Olympic Games: Visualization of Social Expectation and Satisfaction by Use of Self-Organizing Maps. 855-864 - Hiroshi Wakuya, Akira Terada:
Temporal Signal Processing by Feedback SOM: An Application to On-line Character Recognition Task. 865-873 - Satoru Kato, Tadashi Horiuchi, Yoshio Itoh:
A Study on Clustering Method by Self-Organizing Map and Information Criteria. 874-881
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