| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7665 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7665.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Centroid Neural Network with Simulated Annealing and Its Application to Color Image Segmentation / Do-Thanh Sang, Dong-Min Woo and Dong-Chul Park -- Efficient Non-linear Filter for Impulse Noise Removal in Document Images / Ali Awad -- Evolving Flexible Beta Operator Neural Trees (FBONT) for Time Series Forecasting / Souhir Bouaziz, Habib Dhahri and Adel M. Alimi -- Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions / Wentao Fan and Nizar Bouguila -- Generalized Agglomerative Fuzzy Clustering / Kiatichai Treerattanapitak and Chuleerat Jaruskulchai -- A Novel Self-Adaptive Clustering Algorithm for Dynamic Data / Ming Liu, Lei Lin, Lili Shan and Chengjie Sun -- Impulsive Synchronization of State Delayed Discrete Complex Networks with Switching Topology / Chaojie Li, David Yang Gao and Chao Liu -- Salient Instance Selection for Multiple-Instance Learning / Liming Yuan, Songbo Liu, Qingcheng Huang, Jiafeng Liu and Xianglong Tang -- Motivating Retail Marketing Efforts under Fairness Concerns in Small-World Networks: A Multi-agent Simulation / Meng Qingfeng, Du Jianguo and Li Zhen |
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Application of Variational Granularity Language Sets in Interactive Genetic Algorithms / Dunwei Gong, Jian Chen, Xiaoyan Sun and Yong Zhang -- Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis / Tatsuya Yokota, Andrzej Cichocki and Yukihiko Yamashita -- A Human-Simulated Immune Evolutionary Computation Approach / Gang Xie, Hong-Bo Guo, Yu-Chu Tian and Maolin Tang -- A STPHD-Based Multi-sensor Fusion Method / Lu Zhenwei, Zhao Lingling, Su Xiaohong and Ma Peijun -- Group Sparse Inverse Covariance Selection with a Dual Augmented Lagrangian Method / Satoshi Hara and Takashi Washio -- Multiple Outlooks Learning with Support Vector Machines / Yinglu Liu, Xu-Yao Zhang, Kaizhu Huang, Xinwen Hou and Cheng-Lin Liu -- Multi-Task Learning Using Shared and Task Specific Information / P.K. Srijith and Shirish Shevade -- Learning Attentive Fusion of Multiple Bayesian Network Classifiers / Sepehr Eghbali, Majid Nili Ahmadabadi, Babak Nadjar Araabi and Maryam Mirian -- Multiclass Penalized Likelihood Pattern Classification Algorithm / Amira Samy Talaat, Amir F. Atiya, Sahar A. Mokhtar, Ahmed Al-Ani and Magda Fayek |
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Self-Organising Maps for Classification with Metropolis-Hastings Algorithm for Supervision / Piotr Płoński and Krzysztof Zaremba -- Decoupled 2-D DOA Estimation Algorithm Based on Cross-Correlation Matrix for Coherently Distributed Source / Yinghua Han, Jinkuan Wang, Qiang Zhao and Peng Han -- Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations / Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu and Tapani Ristaniemi, et al. -- A New Approach for a Priori Client Threshold Estimation in Biometric Signature Recognition Based on Multiple Linear Regression / Arancha Simon-Hurtado, Esperanza Manso-Martínez, Carlos Vivaracho-Pascual and Juan M. Pascual-Gaspar -- Deterministic Annealing Multi-Sphere Support Vector Data Description / Trung Le, Dat Tran, Wanli Ma and Dharmendra Sharma -- Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface / Trung Le, Dat Tran, Tuan Hoang and Dharmendra Sharma -- A Basic Study on Particle Swarm Optimization Based on Chaotic Spike Oscillator Dynamics / Yoshikazu Yamanaka and Tadashi Tsubone |
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On the Objective Function and Learning Algorithm for Concurrent Open Node Fault / Chi Sing Leung, Pui Fai Sum and Kai-Tat Ng -- Evolutionary Extreme Learning Machine for Ordinal Regression / David Becerra-Alonso, Mariano Carbonero-Ruz, Francisco José Martínez-Estudillo and Alfonso Carlos Martínez-Estudillo -- Biclustering and Subspace Learning with Regularization for Financial Risk Analysis / Bernardete Ribeiro and Ning Chen -- Emotion Understanding in Movie Clips Based on EEG Signal Analysis / Mingu Kwon and Minho Lee -- A Distributed Q-Learning Approach for Variable Attention to Multiple Critics / Maryam Tavakol, Majid Nili Ahmadabadi, Maryam Mirian and Masoud Asadpour -- A Hybrid Approach for Adaptive Car Navigation / Siamak Barzegar, Maryam Davoudpour and Alireza Sadeghian -- Low Complexity Classification System for Glove-Based Arabic Sign Language Recognition / Khaled Assaleh, Tamer Shanableh and Mohammed Zourob -- Transductive Cartoon Retrieval by Multiple Hypergraph Learning / Jun Yu, Jun Cheng, Jianmin Wang and Dacheng Tao -- Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization / He Zhang, Zhirong Yang and Erkki Oja |
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Online Projective Nonnegative Matrix Factorization for Large Datasets / Zhirong Yang, He Zhang and Erkki Oja -- Optimization of Fuzzy Systems Using Group-Based Evolutionary Algorithm / Jyh-Yeong Chang, Ming-Feng Han and Chin-Teng Lin -- Gabor-Based Novel Local, Shape and Color Features for Image Classification / Atreyee Sinha, Sugata Banerji and Chengjun Liu -- A Hybrid KNN-Ant Colony Optimization Algorithm for Prototype Selection / Amal Miloud-Aouidate and Ahmed Riadh Baba-Ali -- Energy-Efficient Virtual Machine Placement in Data Centers by Genetic Algorithm / Grant Wu, Maolin Tang, Yu-Chu Tian and Wei Li -- A Contextual-Bandit Algorithm for Mobile Context-Aware Recommender System / Djallel Bouneffouf, Amel Bouzeghoub and Alda Lopes Gançarski -- Multi-source Transfer Learning with Multi-view Adaboost / Zhijie Xu and Shiliang Sun -- Semi-supervised Multitask Learning via Self-training and Maximum Entropy Discrimination / Guoqing Chao and Shiliang Sun -- Tracking Property of UMDA in Dynamic Environment by Landscape Framework / Ran Long, Liangqi Gong, Bo Yuan, Ping Ao and Qingsheng Ren |
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Computation of Joint Spectral Radius for Network Model Associated with Rank-One Matrix Set / Jun Liu and Mingqing Xiao -- Novelty Detection Using a New Group Outlier Factor / Amine Chaibi, Mustapha Lebbah and Hanane Azzag -- Hierarchical K-Means Algorithm for Modeling Visual Area V2 Neurons / Xiaolin Hu, Peng Qi and Bo Zhang -- Feature Selection for Unsupervised Learning / Jyoti Ranjan Adhikary and M. Narasimha Murty -- Recursive Similarity-Based Algorithm for Deep Learning / Tomasz Maszczyk and Włodzisław Duch -- A Fast Edge-Directed Interpolation Algorithm / Qichong Tian, Hao Wen, Chenhui Zhou and Wei Chen -- Real-Valued Constraint Optimization with ICHEA / Anurag Sharma and Dharmendra Sharma -- Modeling Post-training Memory Transfer in Cerebellar Motor Learning / Tadashi Yamazaki and Soichi Nagao -- Surface-Based Construction of Curvature Selectivity from the Integration of Local Orientations / Yasuhiro Hatori and Ko Sakai -- Solving Dynamic Constraint Optimization Problems Using ICHEA / Anurag Sharma and Dharmendra Sharma -- An Incremental Approach to Solving Dynamic Constraint Satisfaction Problems / Anurag Sharma and Dharmendra Sharma |
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Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm / Heyam Al-Baity, Souham Meshoul and Ata Kaban -- Learning from Positive and Unlabelled Examples Using Maximum Margin Clustering / Sneha Chaudhari and Shirish Shevade -- Novel Robust Stability Criteria for Stochastic Hopfield Neural Network with Time-Varying Delays / Xiaolin Li and Minrui Wang -- RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory / Zeineb Chelly and Zied Elouedi -- A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking / Jorge Kanda, Carlos Soares, Eduardo Hruschka and Andre de Carvalho -- Modified Particle Swarm Optimization for Pattern Clustering / Swetha K.P and V. Susheela Devi -- A Weighted Learning Vector Quantization Approach for Interval Data / Telmo M. Silva Filho and Renata Maria Cardoso R. de Souza -- A Genetic Algorithm Solution for the Operation of Green LTE Networks with Energy and Environment Considerations / Hakim Ghazzai, Elias Yaacoub, Mohamed Slim Alouini and Adnan Abu-Dayya -- Robust Hypersurface Fitting Based on Random Sampling Approximations / Jun Fujiki, Shotaro Akaho, Hideitsu Hino and Noboru Murata |
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Manifold Regularized Multi-Task Learning / Peipei Yang, Xu-Yao Zhang, Kaizhu Huang and Cheng-Lin Liu -- Cooperative Behavior Acquisition in Multi-agent Reinforcement Learning System Using Attention Degree / Kunikazu Kobayashi, Tadashi Kurano, Takashi Kuremoto and Masanao Obayashi -- Basic Study on Particle Swarm Optimization with Hierarchical Structure for Constrained Optimization Problems / Kazuki Komori, Kazuhiro Homma and Tadashi Tsubone -- A New Probabilistic Approach to Independent Component Analysis Suitable for On-Line Learning in Artificial Neural Networks / Marko V. Jankovic and Neil Rubens -- Immune Algorithm for Bitmap Join Indexes / Amina Gacem and Kamel Boukhalfa -- Data Driven System Identification Using Evolutionary Algorithms / Awhan Patnaik, Samrat Dutta and Laxmidhar Behera -- A Possibilistic Density Based Clustering for Discovering Clusters of Arbitrary Shapes and Densities in High Dimensional Data / Noha A. Yousri, Mohamed S. Kamel and Mohamed A. Ismail -- A Knowledge-Driven Bi-clustering Method for Mining Noisy Datasets / Karima Mouhoubi, Lucas Létocart and Céline Rouveirol -- Robust Active Learning for Linear Regression via Density Power Divergence / Yasuhiro Sogawa, Tsuyoshi Ueno, Yoshinobu Kawahara and Takashi Washio -- Adaptive Probabilistic Policy Reuse / Yann Chevaleyre and Aydano Machado Pamponet |
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Adaptive Classifier Selection in Large-Scale Hierarchical Classification / Ioannis Partalas, Rohit Babbar, Eric Gaussier and Cecile Amblard -- An Efficient Algorithm for Anomaly Detection in a Flight System Using Dynamic Bayesian Networks / Mohamad Saada and Qinggang Meng -- A Novel Road Traffic Sign Detection and Recognition Approach by Introducing CCM and LESH / Usman Zakir, Asima Usman and Amir Hussain -- On the Application of Bio-inspired Algorithms in Timetabling Problem / Daniela Oliveira Francisco and Ivan Nunes da Silva -- A Bio Inspired Estimation of Distribution Algorithm for Global Optimization / Omar S. Soliman and Aliaa Rassem -- Managing Qualitative Preferences with Constraints / Eisa Alanazi and Malek Mouhoub -- A Bio Inspired Fuzzy K-Modes Clustring Algorithm / Omar S. Soliman, Doaa A. Saleh and Samaa Rashwan -- Evaluating SPAN Incremental Learning for Handwritten Digit Recognition / Ammar Mohemmed, Guoyu Lu and Nikola Kasabov -- DPSO Based on Random Particle Priority Value and Decomposition Procedure as a Searching Strategy for the Evacuation Vehicle Routing Problem / Marina Yusoff, Junaidah Ariffin and Azlinah Mohamed -- A Quantum-Inspired Evolutionary Algorithm for Optimization Numerical Problems / Maurizio Fiasché -- Are You a Social Conformer? / Priyanka Garg, Irwin King and Michael R. Lyu -- Canonical Duality Theory and Algorithm for Solving Challenging Problems in Network Optimisation / Ning Ruan and David Yang Gao |
| Summary |
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis |
| 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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computerwetenschappen |
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computer sciences |
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beeldverwerking |
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image processing |
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machine vision |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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simulatiemodellen |
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simulation models |
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computational science |
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datamining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
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Includes author index |
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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 |
Huang, Tingwen.
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| ISBN |
9783642344879 |
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3642344879 |
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