| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 7666 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7666.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Neural Network Learning for Blind Source Separation with Application in Dam Safety Monitoring / Theodor Dan Popescu -- Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering / Jayamol Mathews, Madhu S. Nair and Liza Jo -- Optimization of a Neural Network for Computer Vision Based Fall Detection with Fixed-Point Arithmetic / Christoph Sulzbachner, Martin Humenberger, Ágoston Srp and Ferenc Vajda -- Customer Relationship Management Using Partial Focus Feature Reduction / Yan Tu and Zijiang Yang -- An Automated System for the Grading of Diabetic Maculopathy in Fundus Images / Muhammad Usman Akram, Mahmood Akhtar and M. Younus Javed -- An Iterative Method for a Class of Generalized Global Dynamical System Involving Fuzzy Mappings in Hilbert Spaces / Yun-zhi Zou, Xin-kun Wu, Wen-bin Zhang and Chang-yin Sun -- Estimation of Missing Precipitation Records Using Modular Artificial Neural Networks / Jesada Kajornrit, Kok Wai Wong and Chun Che Fung -- Office Employees Authentication Based on E-exam Techniques / Ameer H. Morad -- Obtaining Single Document Summaries Using Latent Dirichlet Allocation / Karthik Nagesh and M. Narasimha Murty |
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Object Recognition Using Sparse Representation of Overcomplete Dictionary / Chu-Kiong Loo and Ali Memariani -- PEAQ Compatible Audio Quality Estimation Using Computational Auditory Model / Jia Zheng, Mengyao Zhu, Junwei He and Xiaoqing Yu -- A System for Offline Character Recognition Using Auto-encoder Networks / Sagar Dewan and Srinivasa Chakravarthy -- TrafficS: A Behavior-Based Network Traffic Classification Benchmark System with Traffic Sampling Functionality / Xiaoyan Yan, Bo Liang, Tao Ban, Shanqing Guo and Liming Wang -- Harmony Search with Multi-Parent Crossover for Solving IEEE-CEC2011 Competition Problems / Iyad Abu Doush -- New Intelligent Interactive Automated Systems for Design of Machine Elements and Assemblies / Wojciech Kacalak and Maciej Majewski -- Rough Sets and Neural Networks Based Aerial Images Segmentation Method / Xiao Fu, Jin Liu, Haopeng Wang, Bin Zhang and Rui Gao -- Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving / Shen Ren, Michael Barlow and Hussein A. Abbass -- Implement Real-Time Polyphonic Pitch Detection and Feedback System for the Melodic Instrument Player / Geon-min Kim, Chang-hyun Kim and Soo-young Lee |
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Classification of Interview Sheets Using Self-Organizing Maps for Determination of Ophthalmic Examinations / Naotake Kamiura, Ayumu Saitoh, Teijiro Isokawa, Nobuyuki Matsui and Hitoshi Tabuchi -- Sound-Based Ranging System in Greenhouse Environment with Multipath Effect Compensation Using Artificial Neural Network / Slamet Widodo, Tomoo Shiigi, Naing Min Than, Yuichi Ogawa and Naoshi Kondo -- Multimedia Educational Content for Saudi Deaf / Yahya O. Mohamed Elhadj -- Grasping Region Identification in Novel Objects Using Microsoft Kinect / Akshara Rai, Prem Kumar Patchaikani, Mridul Agarwal, Rohit Gupta and Laxmidhar Behera -- Annotating Words Using WordNet Semantic Glosses / Julian Szymański and Włodzisław Duch -- Identification of Moving Vehicle Trajectory Using Manifold Learning / Giyoung Lee, Rammohan Mallipeddi and Minho Lee -- Approaches for the Detection of the Keywords in Spoken Documents Application for the Field of E-Libraries / Bendib Issam and Laouar Mohamed Ridda -- Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm / Peter Wai-Ming Tsang, W.C. Situ, Chi Sing Leung and Kai-Tat Ng |
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Sparse Gradient-Based Direct Policy Search / Nataliya Sokolovska -- Application of Sampling Theory to Forecast Ozone by Neural Network / Armando Pelliccioni and Rossana Cotroneo -- Application of Genetic Neural Networks for Modeling of Active Devices / Anwar Jarndal -- Displacement Prediction Model of Landslide Based on Ensemble of Extreme Learning Machine / Cheng Lian, Zhigang Zeng, Wei Yao and Huiming Tang -- Effective Handwriting Recognition System Using Geometrical Character Analysis Algorithms / Wojciech Kacalak and Maciej Majewski -- The Use of ASM Feature Extraction and Machine Learning for the Discrimination of Members of the Fish Ectoparasite Genus Gyrodactylus / Rozniza Ali, Amir Hussain, James E. Bron and Andrew P. Shinn -- DBNs-BLR (MCMC) -GAs-KNN: A Novel Framework of Hybrid System for Thalassemia Expert System / Patcharaporn Paokanta -- Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Naïve Bayes / Mohammad Ashraf, Girija Chetty, Dat Tran and Dharmendra Sharma -- Data Discretization Using the Extreme Learning Machine Neural Network / Juan Jesús Carneros, José M. Jerez, Iván Gómez and Leonardo Franco |
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Bayesian Variable Selection in Neural Networks for Short-Term Meteorological Prediction / Pierrick Bruneau and Laurence Boudet -- Integrated Problem Solving Steering Framework on Clash Reconciliation Strategies for University Examination Timetabling Problem / J. Joshua Thomas, Ahamad Tajudin Khader, Bahari Belaton and Choy Chee Ken -- A Data Gathering Scheme in Wireless Sensor Networks Using a Spiking Neural Network with Simple Local Information / Ikki Fujita, Hidehiro Nakano and Arata Miyauchi -- Utilizing Symbolic Representation in Synergistic Neural Networks Classifier of Control Chart Patterns / Kittichai Lavangnananda and Pantharee Sawasdimongkol -- Semantic Analysis of FBI News Reports / Sarwat Nizamani and Nasrullah Memon -- Regularized Signal Deconvolution Based on Hybrid Swarm Intelligence: Application to Neutron Imaging / Slami Saadi, Maamar Bettayeb, Abderrezak Guessoum and M.K. Abdelhafidi -- Artificial Bees Colony Optimized Neural Network Model for ECG Signals Classification / Slami Saadi, Maamar Bettayeb, Abderrezak Guessoum and M.K. Abdelhafidi -- Single-Trial Multi-channel N170 Estimation Using Linear Discriminant Analysis (LDA) / Wee Lih Lee, Tele Tan, Torbjörn Falkmer and Yee Hong Leung |
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EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine / Raheleh Mohammadi, Ali Mahloojifar, Huanhuan Chen and Damien Coyle -- Neural Networks Based System for the Supervision of Therapeutic Exercises / Sven Nõmm, Alar Kuusik, Sergei Ovsjanski, Ines Malmberg and Marko Parve, et al. -- Fuzzy Model for Detection and Estimation of the Degree of Autism Spectrum Disorder / Wafaa Khazaal Shams, Abdul Wahab and Uvais A. Qidwai -- Detecting Different Tasks Using EEG-Source-Temporal Features / Wafaa Khazaal Shams, Abdul Wahab and Uvais A. Qidwai -- Artificial Neural Network Classification Models for Stress in Reading / Nandita Sharma and Tom Gedeon -- Performance Evaluation of TCP and UDP Traffic in IEEE 1451 Compliant Healthcare Infrastructure / Junaid Ahsenali Chaudhry, Uvais A. Qidwai and Mudassar Ahmad -- Power and Task Management in Wireless Body Area Network Based Medical Monitoring Systems / Robert G. Rittenhouse, Malrey Lee, Junaid Ahsenali Chaudhry and Uvais A. Qidwai -- Feature Salience for Neural Networks: Comparing Algorithms / Theodor Heinze, Martin von Löwis and Andreas Polze |
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Adaptive Modeling of HRTFs Based on Reinforcement Learning / Shuhei Morioka, Isao Nambu, Shohei Yano, Haruhide Hokari and Yasuhiro Wada -- Damage Pattern Recognition of Refractory Materials Based on BP Neural Network / Changming Liu, Zhigang Wang, Yourong Li, Xi Li and Gangbing Song, et al. -- Robust and Optimum Features for Persian Accent Classification Using Artificial Neural Network / Azam Rabiee and Saeed Setayeshi -- Identification of Factors Characterising Volatility and Firm-Specific Risk Using Ensemble Classifiers / Pascal Khoury and Denise Gorse -- Fuzzy Classification-Based Control of Wheelchair Using EEG Data to Assist People with Disabilities / Uvais A. Qidwai and Mohamed Shakir -- EEG-Based Emotion Recognition in Listening Music by Using Support Vector Machine and Linear Dynamic System / Ruo-Nan Duan, Xiao-Wei Wang and Bao-Liang Lu -- Analysis of Genetic Disease Hemophilia B by Using Support Vector Machine / Kenji Aoki, Kunihito Yamamori, Makoto Sakamoto and Hiroshi Furutani -- EEG-Based Fatigue Classification by Using Parallel Hidden Markov Model and Pattern Classifier Combination / Hui Sun and Bao-Liang Lu |
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A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines / Lavneet Singh, Girija Chetty and Dharmendra Sharma -- Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification / Yashar Maali and Adel Al-Jumaily -- Air Quality Monitoring and Prediction System Using Machine-to-Machine Platform / Abdullah Kadri, Khaled Bashir Shaban, Elias Yaacoub and Adnan Abu-Dayya -- An Extension of the Consensus-Based Bundle Algorithm for Group Dependant Tasks with Equipment Dependencies / Simon Hunt, Qinggang Meng and Chris J. Hinde -- From e-Learning to m-Learning: Context-Aware CBR System / Henda Ouertani Chorfi, Aise Zülal Sevkli and Fatiha Bousbahi -- Extreme Learning Machines for Intrusion Detection Systems / Gilles Paiva M. de Farias, Adriano L.I. de Oliveira and George G. Cabral -- A Self-Organizing Maps Multivariate Spatio-temporal Approach for the Classification of Atmospheric Conditions / Kostas Philippopoulos and Despina Deligiorgi -- An Online Signature Verification System for Forgery and Disguise Detection / Abdelâali Hassaïne and Somaya Al-Maadeed -- A Modular Approach to Support the Multidisciplinary Design of Educational Game Experiences / Telmo Zarraonandia, Paloma Díaz and Ignacio Aedo |
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Touch-Based Mobile Phone Interface Guidelines and Design Recommendations for Elderly People: A Survey of the Literature / Muna S. Al-Razgan, Hend S. Al-Khalifa, Mona D. Al-Shahrani and Hessah H. AlAjmi -- A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding / Adnan Mujahid Khan, Ahmad Humayun, Shan-e-Ahmad Raza, Michael Khan and Nasir M. Rajpoot -- SNEOM: A Sanger Network Based Extended Over-Sampling Method. Application to Imbalanced Biomedical Datasets / José Manuel Martínez-García, Carmen Paz Suárez-Araujo and Patricio García Báez -- Abductive Neural Network Modeling for Hand Recognition Using Geometric Features / El-Sayed M. El-Alfy, Radwan E. Abdel-Aal and Zubair A. Baig -- Designing Serious Games for Adult Students with Cognitive Disabilities / Javier Torrente, Ángel del Blanco, Pablo Moreno-Ger and Baltasar Fernández-Manjón -- Neural Network Based Approach for Automotive Brake Light Parameter Estimation / Antonio Vanderlei Ortega and Ivan Nunes da Silva -- A Single Neuron Model for Pattern Classification / B. Chandra and K.V. Naresh Babu |
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Continuous Classification of Spatio-temporal Data Streams Using Liquid State Machines / Stefan Schliebs and Doug Hunt -- On the Selection of Time-Frequency Features for Improving the Detection and Classification of Newborn EEG Seizure Signals and Other Abnormalities / Boualem Boashash and Larbi Boubchir -- Turf Grass Irrigation Using Neuro-Fuzzy System / Azlinah Mohamed, Nur Fharah Anuar, Sofianita Mutalib, Marina Yusoff and Shuzlina Abdul-Rahman -- A Target-Reaching Controller for Mobile Robots Using Spiking Neural Networks / Xiuqing Wang, Zeng-Guang Hou, Feng Lv, Min Tan and Yongji Wang -- Assessing Reliability of Substation Spare Current Transformer System / Cristiano G. de Melo, Renata Maria Cardoso R. de Souza and Liliane R.B. Salgado -- Study on Supply Disruption Management of Supply Chain Based on Case-Based Reasoning / Zhang Daohai -- Global Minimizer of Large Scale Stochastic Rosenbrock Function: Canonical Duality Approach / Chaojie Li and David Yanf Gao -- Study on Landslide Deformation Prediction Based on Recurrent Neural Network under the Function of Rainfall / Huangqiong Chen, Zhigang Zeng and Huiming Tang -- Vehicle Image Classification Based on Edge: Features and Distances Comparison / Fabrízia Medeiros de S. Matos and Renata Maria Cardoso R. de Souza |
| 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 |
9783642344787 |
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364234478X |
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