| Description |
1 online resource (xxii, 790 pages) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7064 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7064.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Machine generated contents note: Multimodal Identity Verification Based on Learning Face and Gait Cues -- Robust Control of Nonlinear System Using Difference Signals and Multiple Competitive Associative Nets / Emdad Hossain / Girija Chetty -- Selective Track Fusion / Shuichi Kurogi / Hiroshi Yuno / Takeshi Nishida / Weicheng Huang -- Bystander Effect: Agent-Based Simulation of People's Reaction to Norm Violation / Li Xu / Peijun Ma / Xiaohong Su -- Multi Agent Carbon Trading Incorporating Human Traits and Game Theory / Charlotte Gerritsen -- Fast and Incremental Neural Associative Memory Based Approach for Adaptive Open-Loop Structural Control in High-Rise Buildings / Long Tang / Madhu Chetty / Suryani Lim -- Emergence of Leadership in Evolving Robot Colony / Aram Kawewong / Yuji Koike / Osamu Hasegawa / Fumio Sato -- Emergence of Purposive and Grounded Communication through Reinforcement Learning / Seung-Hyun Lee / Si-Hyuk Yi / Sung-Bae Cho -- Action Selection Method Based on Estimation of Other's Intention in Time-Varying Multi-agent Environments / Katsunari Shibata / Kazuki Sasahara -- Describing Human Identity Using Attributes / Kunikazu Kobayashi / Ryu Kanehira / Takashi Kuremoto / Masanao Obayashi -- Visual Information of Endpoint Position Is Not Required for Prism Adaptation of Shooting Task / Zhuoli Zhou / Jiajun Bu / Dacheng Tao / Luming Zhang / Mingli Song / Chun Chen -- Q-Learning with Double Progressive Widening: Application to Robotics / Takumi Ishikawa / Yutaka Sakaguchi -- User Identification for Instant Messages / Nataliya Sokolovska / Olivier Teytaud / Mario Milone -- Using Hybrid Kernel Method for Question Classification in CQA / Yuxin Ding / Zuejun Meng / Guangren Chai / Yan Tang -- Towards Understanding Spoken Tunisian Dialect / Shixi Fan / Xiaolong Wang / Xuan Wang / Xiaohong Yang |
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Note continued: Tope Modeling of Chinese Language Using Character-Word Relations / Marwa Graja / Maher Jaoua / Lamia Hadrich Belguith -- Enrichment and Reductionism: Two Approaches for Web Query Classification / Qi Zhao / Zengchang Qin / Tao Wan -- Dynamic Template Based Online Event Detection / Ritesh Agrawal / Xiaofeng Yu / Irwin King / Remi Zajac -- Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering / Dandan Wang / Qingcai Chen / Xiaolong Wang / Jiacai Weng -- Diversifying Question Recommendations in Community-Based Question Answering / Mari-Sauna Paukkeri / Ilkka Kivimäki / Santosh Tirunagari / Erkki Oja / Timo Honkela -- Classification of Multi-spike Trains and Its Application in Detecting Tusk Relevant Neural Cliques / Yaogan Zhang / Xiaolong Wang / Xuan Wang / Ruifeng Xu / Buzhou Tang -- Dreaming Your Fear Away: A Computational Model for Fear Extinction Learning during Dreaming / Fanxing Hu / Bao-Ming Li / Hui Wei -- Simple Models for Synaptic Information Integration / Jan Treur -- On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning / Danke Zhang / Yuwei Cui / Yuanqing Li / Si Wu -- Evolving Probabilistic Spiking Neural Networks for Spatio-temporal Pattern Recognition: A Preliminary Study on Moving Object Recognition / Jan Treur / Muhammad Umair -- Nonlinear Effect on Phase Response Curve of Neuron Model / Nikola Kasabov / Kasabov Dhoble / Nuttapod Nuntalid / Ammar Mohemmed -- Modulations of Electric Organ Discharge and Representation of the Modulations on Electroreceptors / Munenori Iida / Toshiaki Omori / Toru Aonishi / Masato Okada -- Spiking Neural PID Controllers / Kazuhisa Fujita -- Analysis on Wang's kWTA with Stochastic Output Nodes / Andrew Webb / Sergio Davies / David Lester |
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Note continued: Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise / John Pui-Fai Sum / Chi-Sing Leung / Kevin Ho -- Research on a RBF Neural Network in Stereo Matching / Chi-Sing Leung / John Pui-Fai Sum -- Evolutionary Algorithm Based Optimization of Neural Ensemble Classifiers / Sheng Xu / Ning Ye / Fa Zhu / Shanshan Xu / Liuliu Zhou -- Stability Criterion of Discrete-Time Recurrent Neural Networks with Periodic Delays / Chien-Yuan Chiu / Brijesh Verma -- Improved Global Robust Stability Criteria for Delayed BAM Neural Networks / Xing Yin / Weigen Wu / Qianrong Tan -- High Order Hopfield Network with Self-feedback to Solve Crossbar Switch Problem / Xiaolin Li / Ming Liu -- Use of a Sparse Structure to Improve Learning Performance of Recurrent Neural Networks / Yuxin Ding / Li Dong / Bin Zhao / Zhanjun Lu -- ̂ Recall Time Reduction of a Morphological Associative Memory Employing it Reverse Recall / Hiromitsu Awano / Shun Nishide / Hiroaki Arie / Jun Tani / Toru Takahashi / Hiroshi G. Okuno / Tetsuya Ogata -- Analyzing the Dynamics of Emotional Scene Sequence Using Recurrent Neuro-Fuzzy Network / Hidetaka Harada / Tsutonau Miki -- Stream Classification for Gender Bias in Reading / Qing Zhang / Minho Lee -- Self-Adjusting Feature Maps Network / Nandita Sharma / Tom Gedeon -- Statistical Nonparametric Bivariate Isotonic Regression by Look-Up-Table-Based Neural Networks / Chin-Teng Lin / Dong-Lin Li / Jyh-Yeong Chang -- Recovery of Sparse Signal from an Analog Network Model / Simone Fiori -- VLSI Spiking Neural Network with Symmetric STDP and Associative Memory Operation / Chi-Sing Leung / John Pui-Fai Sum / Ping-Man Lam / A.G. Constantinides -- Method of Solving Combinatorial Optimization Problems with Stochastic Effects / Frank L. Maldonado Huayaney / Hideki Tanaka / Takayuki Matsuo / Takashi Morie / Kazuyuki Aihara |
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Note continued: Dynamic Response Behaviors of a Generalized Asynchronous Digital Spiking Neuron Model / Takahiro Sota / Yoshihiro Hayakawa / Shigeo Sato / Koji Nakajima -- Generalized PWC Analog Spiking Neuron Model and Reproduction of Fundamental Neurocomputational Properties / Takashi Matsubara / Hiroyuki Torikai -- Implementation of Visual Attention System Using Artificial Retina Chip and Bottom-Up Saliency Map Model / Yutaro Yamashita / Hiroyuki Torikai -- Event-Driven Simulation of Arbitrary Spiking Neural Networks on SpiNNaker / Bumhwi Kim / Hirotsugu Okuno / Tetsuya Yagi / Minho Lee -- Geometry vs. Appearance for Discriminating between Posed and Spontaneous Emotions / Thomas Sharp / Luis A. Plana / Francesco Galluppi / Steve Furber -- Towards Learning Inverse Kinematics with a Neural Network Based Tracking Controller / Ligang Zhang / Dian Tjondronegoro / Vinod Chandran -- ̂ Enhanced Codebook Model for Real-Time Background Subtraction / Tim Waegeman / Benjamin Schrauwen -- Color Image Segmentation Based on Blocks Clustering and Region Growing / Munir Shah / Jeremiah Deng / Brendon Woodford -- Speed Up Spatial Pyramid Matching Using Sparse Coding with Affinity Propagation Algorithm / Haifeng Sima / Lixiong Liu / Ping Guo -- Airport Detection in Remote Sensing Images Based on Visual Attention / Rukun Hu / Ping Guo -- Method to Construct Visual Recognition Algorithms on the Basis of Neural Activity Data / Yin Wang / Bin Wang / Liming Zhang -- Adaptive Colour Calibration for Object Tracking under Spatially Varying Illumination Environments / Hiroki Kurashige / Hideyuki Câteau -- Analog-Digital Circuit for Motion Detection Based on Vertebrate Retina and Its Application to Mobile Robot / Heesang Shin / Napoleon H. Reyes / Andre L. Barczak -- ̂ Spatial Finite Non-gaussian Mixture for Color Image Segmentation / Kimihiro Nishio / Taiki Yasuda |
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Note continued: Motion Detection Model Inspired by Hippocampal Function and Its FPGA Implementation / Ali Sefidpour / Nizar Bouguila -- Automated System for the Analysis of the Status of Road Safety Using Neural Networks / Haichao Liang / Takashi Morie -- Decision Tree Brined Recognition of Bangla Text from Outdoor Scene Images / Brijesh Verma / David Stockwell -- Learning Global and Local Features for License Plate Detection / Ranjit Ghoshal / Anandarup Roy / Tapan Kumar Bhowmik / Swapan K. Parui -- Intelligent Video Surveillance System Using Dynamic Saliency Map and Boosted Gaussian Mixture Model / Sheng Wang / Wenjing Jia / Qiang Wu / Xiangjian He / Jie Yang -- Contour-Based Large Scale Image Retrieval / Wono Lee / Giyoung Lee / Sang-Woo Ban / Ilkyun Jung / Minho Lee -- Three Dimensional Surface Temperature Measurement System / Rong Zhou / Liqing Zhang -- Markov Random Field Model for Image Segmentation Based on Gestalt Laws / Tao Li / Kikuhito Kawasue / Satoshi Nagatamo -- Weber's Law Based Center-Surround Hypothesis for Bottom-Up Saliency Detection / Yuan Ren / Huixuan Tang / Hui Wei -- Multi-scale Image Analysis Based on Non-Classical Receptive Field Mechanism / Lili Lin / Wenhui Zhou / Hua Zhang -- Visual Constructed Representations for Object Recognition and Detection / Hui Wei / Qingsong Zuo / Bo Lang -- Multiview Range Image Registration Using Competitive Associative Net and Leave-One-Image Out Cross-Validation Error / Yasuomi D. Sato / Yasutaka Kuriya -- Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity / Shuichi Kurogi / Tomokazu Nagi / Sheiehi Yoshinaga / Hideaki Koya / Takeshi Nishida -- Feature Selection Approach for Emulating the Structure of Mental Representations / Shuai Zheng / Bo Xie / Kaiqi Huang / Dacheny Tao |
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Note continued: Super Resolution of Text Image by Pruning Outlier / Marko Tscherepanow / Marco Kortkamp / Sina K nel / Jonathan Helbach / Christoph Sch z / Thomas Schack -- Integrating Local Features into Discriminative Graphlets for Scene Classification / Ziye Yan / Yao Lu / Jian Wu Li -- Opponent and Feedback: Visual Attention Captured / Laming Zhang / Wei Bian / Mingli Song / Dacheng Tao / Xiao Liu -- Depth from Defocus via Discriminative Metric Learning / Senlin Wang / Mingli Song / Dacheng Tao / Luming Zhang / Jiajun Bu / Chun Chen -- Analysis of the Proton Mediated Feedback Signals in the Outer Plexiform Layer of Goldfish Retina / Qiufeng Wu / Kuanquan Wang / Wangmeng Zuo / Yanjun Chen -- Modeling Manifold Ways of Scene Perception / Nilton Liuji Kamiji / Masahiro Yamada / Kazunori Yamamoto / Hajime Hirasawa / Makoto Kurokawa / Shiro Usui -- Utilization of a Virtual Patient Model to Enable Tailored Therapy for Depressed Patients / Mengyuan Zhu / Bolei Zhou -- Learning Based Visibility Measuring with Images / Fiemke Both / Mark Hoogendoorn -- Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network / Xiao-Zhong Cao / Qing Li / Xu-Cheng Yin / Tian-Tian He / Hong-Wei Hao / Xi Xu -- Hybrid FMM-CART Model for Fault Detection and Diagnosis of Induction Motors / Nguyen Xuan Vinh / Madhu Chetty / Ross Coppel / Pramod P. Wangikar -- Multimodal Information Collector for Content-Based Image Retrieval System / Manjeevan Seera / CheePeng Lim / Dahaman Ishak -- Graphical Lasso Quadratic Discriminant Function for Character Recognition / He Zhang / Mats Sj̲berg / Jorma Laaksonen / Erkki Oja -- Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis / Bo Xu / Kaizhu Huang / Irwin King / Cheng-Lin Liu / Jun Sun / Naoi Satoshi |
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Note continued: Deep Belief Networks for Financial Prediction / Zhiyuan Tan / Aruna Jamdagni / Xiangjian He / Priyadarsi Nanda / Ren Ping Liu -- Uncertainty Measure for Selective Sampling Based on Class Probability Output Networks / Bernardete Ribeiro / Noel Lopes |
| Summary |
Annotation The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on 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, and computational-intelligent human computer interaction. The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, kernel methods and support vector machines, and learning and memory. The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition |
| Analysis |
Computer science |
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Data mining |
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Artificial intelligence |
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Computer simulation |
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Computer vision |
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Optical pattern recognition |
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Computation by Abstract Devices |
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Artificial Intelligence (incl. Robotics) |
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Pattern Recognition |
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Data Mining and Knowledge Discovery |
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Simulation and Modeling |
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Image Processing and Computer Vision |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Neural networks (Computer science) -- Congresses
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Informatique.
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Lu, Bao-Liang.
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Zhang, Liqing, Ph. D.
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Kwok, James (Professor of Computer Science and Engineering)
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| ISBN |
9783642249655 |
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3642249655 |
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