Ebook: Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I
- Tags: Computation by Abstract Devices, Artificial Intelligence (incl. Robotics), Pattern Recognition, Data Mining and Knowledge Discovery, Simulation and Modeling, Image Processing and Computer Vision
- Series: Lecture Notes in Computer Science 7663
- Year: 2012
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
Front Matter....Pages -
Does Social Network Always Promote Entrepreneurial Intentions? Part I: Theoretical Model....Pages 1-7
Association of Anti-Histamine Drugs with Brain Tumor....Pages 8-15
Estimating Principal Point and Nonlinear Parameters of Camera from a Planar Calibration Image....Pages 16-24
Design of Distribution Independent Noise Filters with Online PDF Estimation....Pages 25-32
Determining Effective Connectivity from FMRI Data Using a Gaussian Dynamic Bayesian Network....Pages 33-39
Transient-Time Fractional-Space Trigonometry and Application....Pages 40-47
Understanding Individual Play Sequences Using Growing Self Organizing Maps....Pages 48-55
Audio-Visual Feature Fusion for Speaker Identification....Pages 56-67
Decoding Cognitive States from Neural Activities of Somatosensory Cortex....Pages 68-75
Cognitive Modeling of Dilution Effects in Visual Search....Pages 76-83
Complexity Analysis of EEG Data during Rest State and Visual Stimulus....Pages 84-91
Analysis of Alertness Status of Subjects Undergoing the Cortical Auditory Evoked Potential Hearing Test....Pages 92-99
Price Forecasting Using Dynamic Assessment of Market Conditions and Agent’s Bidding Behavior....Pages 100-108
Non-convex Optimization on Stiefel Manifold and Applications to Machine Learning....Pages 109-116
Local Patch Dissimilarity for Images....Pages 117-126
Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach....Pages 127-134
A Memetic Approach for the Knowledge Extraction....Pages 135-141
Development of a Novel Conversational Calculator Based on Remote Online Computation....Pages 142-151
Load Forecasting Accuracy through Combination of Trimmed Forecasts....Pages 152-159
Self Organizing Maps for Visualization of Categories....Pages 160-167
Learning Anticipation through Priming in Spatio-temporal Neural Networks....Pages 168-175
Set-Similarity Joins Based Semi-supervised Sentiment Analysis....Pages 176-183
An Architecture to Efficiently Learn Co-Similarities from Multi-view Datasets....Pages 184-193
Incremental Face Recognition: Hybrid Approach Using Short-Term Memory and Long-Term Memory....Pages 194-201
A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces....Pages 202-209
Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces....Pages 210-217
Decomposition of the Transfer Entropy: Partial Conditioning and Informative Clustering....Pages 218-225
Emotion Recognition Using KNN Classification for User Modeling and Sharing of Affect States....Pages 226-233
FPGA Implementation of a Cortical Network Based on the Hodgkin-Huxley Neuron Model....Pages 234-242
Future Prediction with Hierarchical Episodic Memories under Deterministic and Stochastic Environments....Pages 243-250
SDE-Driven Service Provision Control....Pages 251-259
ICHEA – A Constraint Guided Search for Improving Evolutionary Algorithms....Pages 260-268
Adaptive Dynamic Control of Quadrupedal Robotic Gaits with Artificial Reaction Networks....Pages 269-279
Bifurcation Analysis of a Two-Dimensional Simplified Hodgkin-Huxley Model Exposed to External Electric Fields....Pages 280-287
A Sequential Data Mining Method for Modelling Solar Magnetic Cycles....Pages 288-295
Steady-State Visually Evoked Potential (SSVEP)-Based Brain-Computer Interface (BCI): A Low-Delayed Asynchronous Wheelchair Control System....Pages 296-304
Weak Projective Lag Synchronization of Neural Networks with Time Delay and Parameter Mismatch....Pages 305-314
Measuring Stress-Reducing Effects of Virtual Training Based on Subjective Response....Pages 315-321
Calibration of Low Density EEG Sensor Arrays for Brain Source Localization....Pages 322-330
A Novel Ontological Technique for Sentiment Analysis....Pages 331-338
Learning Temporal Coherent Features through Life-Time Sparsity....Pages 339-346
The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design....Pages 347-356
Discriminative Feature Analysis and Selection for Document Classification....Pages 357-365
Training Minimum Enclosing Balls for Cross Tasks Knowledge Transfer....Pages 366-374
Structures of Surround Modulation for the Border-Ownership Selectivity of V2 Cells....Pages 375-382
Characterisation of Information Flow in an Izhikevich Network....Pages 383-391
Estimating Brain Activity of Motor Learning by Using fNIRS-GLM Analysis....Pages 392-400
Double Approximate Identity Neural Networks Universal Approximation in Real Lebesgue Spaces....Pages 401-408
Stabilizing Relaxed Nonlinear FMA Yields a (Combinatorial) Optimizer....Pages 409-415
Iterative Evolutionary Subspace Clustering....Pages 416-423
Dynamic Health Level 7 Packetizer for On-the-Fly Integrated Healthcare Enterprises (IHE) in Disaster Zones....Pages 424-431
Budgeted Knowledge Transfer for State-Wise Heterogeneous RL Agents....Pages 432-438
Supervised Isomap Based on Pairwise Constraints....Pages 439-446
Improved Differential Evolution via Cuckoo Search Operator....Pages 447-454
Modelling Temporal Aspects of Situation Awareness....Pages 455-464
Apparent Volitional Behavior Selection Based on Memory Predictions....Pages 465-472
Sampling Normal Distribution Restricted on Multiple Regions....Pages 473-483
An Estimation of Cell Forces with Hierarchical Bayes Approach Considering Cell Morphology....Pages 484-491
Simultaneous Feature Selection and Clustering Using Particle Swarm Optimization....Pages 492-500
Hybrid Online Non-negative Matrix Factorization for Clustering of Documents....Pages 501-508
Retrieval of Semantic Concepts Based on Analysis of Texts for Automatic Construction of Ontology....Pages 509-515
Statistical Analysis of Arabic Phonemes Used in Arabic Speech Recognition....Pages 516-523
Manifold Analysis of Spectral Munsell Colors....Pages 524-532
Discrete-Time Hopfield Neural Network Based Text Clustering Algorithm....Pages 533-542
Trust and Equity Theory in Prisoner’s Dilemma....Pages 543-550
Fault Diagnosis of a High-Speed Automaton Based on Structure Vibration Response Analysis....Pages 551-559
Over-Sampling from an Auxiliary Domain....Pages 560-567
Decoding Network Activity from LFPs: A Computational Approach....Pages 568-575
Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm....Pages 576-583
Psychophysiological Evaluation of Task Complexity and Cognitive Performance in a Human Computer Interface Experiment....Pages 584-591
Interval-Valued Fuzzy Extension of Formal Concept Analysis for Information Retrieval....Pages 592-599
Approximation of Feature Vectors in Nonnegative Matrix Factorization with Gaussian Radial Basis Functions....Pages 600-607
RAFNI: Robust Analysis of Functional NeuroImages with Non–normal ?-Stable Error....Pages 608-615
Authorship Attribution of Electronic Documents Comparing the Use of Normalized Compression Distance and Support Vector Machine in Authorship Attribution....Pages 616-623
Semantic Levels of Domain-Independent Commonsense Knowledgebase for Visual Indexing and Retrieval Applications....Pages 624-631
Automated Segmentation and Tracking of Dynamic Focal Adhesions in Time-Lapse Fluorescence Microscopy....Pages 632-639
Towards IMACA: Intelligent Multimodal Affective Conversational Agent....Pages 640-647
The Optimal Control of Discrete-Time Delay Nonlinear System with Dual Heuristic Dynamic Programming....Pages 648-655
Towards Applying Associative Classifier for Genetic Variants....Pages 656-663
Brain Computer Interfacing Using Humour and Memory Recall....Pages 664-672
On the Reconstruction of Genetic Network from Partial Microarray Data....Pages 673-680
Back Matter....Pages 681-688
....Pages 689-696
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