| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 7664 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7664.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
On the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition / Freha Mezzoudj and Assia Benyettou -- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF / Yangming Guo, Xiaolei Li, Guanghan Bai and Jiezhong Ma -- An Improved Method of Identification Based on Thermal Palm Vein Image / Ran Wang, Guoyou Wang, Zhong Chen, Jianguo Liu and Yu Shi -- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks / Majeed Safa and Sandhya Samarasinghe -- A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images / Anam Tariq, Arslan Shaukat and Shoab A. Khan -- The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses / Tobias Brosch and Heiko Neumann -- Estimating Neural Firing Rates: An Empirical Bayes Approach / Shinsuke Koyama -- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods / Jose Salvador Sánchez, Vicente García and Ana Isabel Marqués -- Improving Risk Predictions by Preprocessing Imbalanced Credit Data / Vicente García, Ana Isabel Marqués and Jose Salvador Sánchez |
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Hybrid Validation of Handwriting Process Modelling / Mohamed Aymen Slim, Maroua El Kastouri, Afef Abdelkrim and Mohamed Benrejeb -- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel / Abdulrahman Alalshekmubarak, Amir Hussain and Qiu-Feng Wang -- Bayesian Modeling of Visual Attention / Jinhua Xu -- Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity / Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao, Khalid Iqbal and Zhi-Bin Wang -- Optimization of SIRMs Fuzzy Model Using Łukasiewicz Logic / Takashi Mitsuishi, Takanori Terashima and Yasunari Shidama -- Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based Learning / Nariman Mahdavi and Jürgen Kurths -- Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects / Andrew P. Papliński -- The Elastic Net as Visual Category Representation: Visualisation and Classification / Dror Cohen and Andrew P. Papliński -- A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian Learning / Sebastien Naze and Jan Treur |
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Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World Topology / Toshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya, Hatsuo Hayashi and Takeshi Aihara -- A Dynamic Bio-inspired Model of Categorization / Hamidreza Jamalabadi, Hossein Nasrollahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi and AbdolHossein Vahabie, et al. -- Improving Support Vector Machine Using a Stochastic Local Search for Classification in DataMining / Messaouda Nekkaa and Dalila Boughaci -- Variety of Cortical Pathways Formed by Topographic Neural Projection: A Computational Study / Naoyuki Sato -- Identification of Neural Network Structure from Multiple Spike Sequences / Kaori Kuroda, Kantaro Fujiwara and Tohru Ikeguchi -- Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems / Tuan Hoang, Dat Tran, Khoa Truong, Trung Le and Xu Huang, et al. -- Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption Forecasting / Hamid Aghaie Moghanjooghi, Babak Nadjar Araabi and Majid Nili Ahmadabadi -- GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces / Yuchai Wan, Xiabi Liu, Kunqi Tong, Xue Wei and Yi Wu, et al |
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A Regularized Linear Classifier for Effective Text Classification / Sharad Nandanwar and M. Narasimha Murty -- A Real-Time, Event-Driven Neuromorphic System for Goal-Directed Attentional Selection / Francesco Galluppi, Kevin Brohan, Simon Davidson, Teresa Serrano-Gotarredona and José-Antonio Pérez Carrasco, et al. -- Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements / Chi-Sing Leung, H.C. So, Frankie K.W. Chan and A.G. Constantinides -- Construction of Decision Trees by Using Feature Importance Value for Improved Learning Performance / Md. Ridwan Al Iqbal, Mohammad Saiedur Rahaman and Syed Irfan Nabil -- Wavelet Transform Based Consonant -- Vowel (CV) Classification Using Support Vector Machines / T.M. Thasleema and N.K. Narayanan -- Using Agent Based Modeling and Simulation for Data Mining / Emin Kugu, Levent Altay and Ozgur Koray Sahingoz -- Neurodynamical Top-Down Processing during Auditory Attention / Emili Balaguer-Ballester, Abdelhamid Bouchachia, Beibei Jiang and Susan L. Denham -- A Hybrid Visualization-Induced Self-Organizing Map for Multi Dimensional Reduction and Data Visualization / Chee Siong Teh, Ming Leong Yii, Chwen Jen Chen and Zahan Tapan Sarwar |
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Human-Like Intuitive Playing in Board Games / Jacek Mańdziuk -- Identification of Diffusion Coefficient in Nonhomogeneous Landscapes / Min A, John D. Reeve, Mingqing Xiao and Dashun Xu -- Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks / Nguyen Xuan Vinh, Madhu Chetty, Ross Coppel and Pramod P. Wangikar -- Generation of Environmental Representation of a Large Indoor Parking Lot / Jung-Ming Wang, Chih-Fan Hsu, Sei-Wang Chen and Chiou-Shann Fuh -- Survey on Simplified Olfactory Bionic Model to Generate Texture Images / Zhang Jin, Deng Yang, Li Yong-jun, Wang Ying and Wang Ru-long -- An Improved Method to Calculate Phase Locking Value Based on Hilbert-Huang Transform and Its Application / Zhang Jin, Wang Na, Kuang Huan and Wang Ru-long -- A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification / Ali Shojaee Bakhtiari and Nizar Bouguila -- Multitask Twin Support Vector Machines / Xijiong Xie and Shiliang Sun -- Bandit-Based Structure Learning for Bayesian Network Classifiers / Sepehr Eghbali, Mohammad Hassan Zokaei Ashtiani, Majid Nili Ahmadabadi and Babak Nadjar Araabi -- Modeling the Mental Differentiation Task with EEG / Tan Vo, Tom Gedeon and Dat Tran |
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Office-Space-Allocation Problem Using Harmony Search Algorithm / Mohammed A. Awadallah, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar and Phuah Chea Woon -- A Unified Framework of Binary Classifiers Ensemble for Multi-class Classification / Takashi Takenouchi and Shin Ishii -- An Orientation Detection Model Based on Fitting from Multiple Local Hypotheses / Hui Wei and Yuan Ren -- Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory Model / Motonobu Hattori -- Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment / Lihuo He, Dongxue Wang, Xuelong Li, Dacheng Tao and Xinbo Gao, et al. -- Validation Based Sparse Gaussian Processes for Ordinal Regression / P.K. Srijith, Shirish Shevade and S. Sundararajan -- Cross-Subject Classification of Speaking Modes Using fNIRS / Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan and Tanja Schultz -- Temporal Finite-State Machines: A Novel Framework for the General Class of Dynamic Networks / Karim El-Laithy and Martin Bogdan -- A Novel Node Splitting Criteria for Decision Trees Based on Theil Index / Shina Sheen and R. Anitha |
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Modeling of Polycaprolactone Production from [epsilon]-Caprolactone Using Neural Network / Senthil Kumar Arumugasamy, Mohamad Hekarl Uzir and Zainal Ahmad -- Global Reweighting and Weight Vector Based Strategy for Multiclass Boosting / M. Baig and Mian Muhammad Awais -- Suppression of Functional System with Markovian Switching / Lizhu Feng, Yi Shen and Zhuguo Li -- P-Order Normal Cloud Model: Walking on the Way between Gaussian and Power Law Distributions / Yu Liu and Tianwei Zhang -- A Novel Method of Sparse Least Squares Support Vector Machines in Class Empirical Feature Space / Takuya Kitamura and Takamasa Sekine -- Semantic De-biased Associations (SDA) Model to Improve Ill-Structured Decision Support / Tasneem Memon, Jie Lu and Farookh Khadeer Hussain -- Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction / Hugo Siqueira, Levy Boccato, Romis Attux and Christiano Lyra -- Delay-Dependent Stabilization of Uncertain Distributed Systems with Interval Time-Varying Delay / Lizhu Feng, Yi Shen and Cheng Wang -- GARF: Towards Self-optimised Random Forests / Mohamed Bader-El-Den and Mohamed Gaber |
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TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing Systems / Man-Ching Yuen, Irwin King and Kwong-Sak Leung -- Feature Selection for Electricity Load Prediction / Mashud Rana, Irena Koprinska and Vassilios G. Agelidis -- Statistical and Machine Learning Methods for Electricity Demand Prediction / Alexandra Kotillova, Irena Koprinska and Mashud Rana -- EnerPlan: Smart Energy Management Planning for Home Users / Usman Ali, Zeeshan Ali Rana, Fahad Javed and Mian Muhammad Awais -- Harnessing Chaotic Activation Functions in Training Neural Network / Md. Asaduzzaman, A.F.M. Nokib Uddin, Md. Shahjahan and Kazuyuki Murase -- Self-correcting Symmetry Detection Network / Wonil Chang, Hyun Ah Song, Sang-Hoon Oh and Soo-Young Lee -- Parallel Support Vector Configuration for Identification of Fast Independent Components in Morphological Patterns Derived by Cardiovasographic Analysis on the Radial Pulse / S.H. Karamchandani, M. Panju, S.N. Merchant, U.B. Desai and G.D. Jindal, et al. -- Energy-Based Temporal Neural Networks for Imputing Missing Values / Philemon Brakel and Benjamin Schrauwen |
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Emergence of Multi-step Discrete State Transition through Reinforcement Learning with a Recurrent Neural Network / Mohamad Faizal Samsudin, Yoshito Sawatsubashi and Katsunari Shibata -- Collaborative Generative Topographic Mapping / Mohamad Ghassany, Nistor Grozavu and Younès Bennani -- Rule Extraction from Ensemble Methods Using Aggregated Decision Trees / Md. Ridwan Al Iqbal -- Classification of Power Quality Disturbances Using Artificial Neural Networks and a Logarithmically Compressed S-Transform / Emir Turajlic and Dzenan Softic -- Multi-threaded Support Vector Machines for Pattern Recognition / João Gonçalves, Noel Lopes and Bernardete Ribeiro -- A Malware Collection and Analysis Framework Based on Darknet Traffic / Jungsuk Song, Jang-Won Choi and Sang-Soo Choi -- Markovian Models for Electrical Load Prediction in Smart Buildings / Muhammad Kumail Haider, Asad Khalid Ismail and Ihsan Ayyub Qazi |
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Extension of Incremental Linear Discriminant Analysis to Online Feature Extraction under Nonstationary Environments / Annie anak Joseph, Young-Min Jang, Seiichi Ozawa and Minho Lee -- Multivariate Isotonic Regression under Tree Semi-order Restrictions and Test in Multivariate Normal Distribution / Yuzhen Lu, Pu Dong and Qing Li -- Consonantal Recognition Using SVM and a Hierarchical Decision Structure Based in the Articulatory Phonetics / Adriano de Andrade Bresolin and Hermes Irineu Del Monego -- SVM-Based Just-in-Time Adaptive Classifiers / Cesare Alippi, Li Bu and Dongbin Zhao -- Machine Learning Approach to Enhance the Design of Automated Theorem Provers / Mahdi Khalifa, Hazem Raafat and Mohammed Almulla -- Orthogonalized Partial Directed Coherence for Functional Connectivity Analysis of Newborn EEG / Amir H. Omidvarnia, Ghasem Azemi, Boualem Boashash, John M. O' Toole and Paul Colditz, et al. -- Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals / Pega Zarjam, Julien Epps, Fang Chen and Nigel H. Lovell |
| 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 |
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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artificial intelligence |
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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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data mining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| 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 |
9783642344817 |
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364234481X |
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3642344801 |
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9783642344800 |
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