Brain informatics and health : international conference, BIH 2014, Warsaw, Poland, August 11-14, 2014 : proceedings

This Book Constitutes The Proceedings Of The International Conference On Brain Informatics And Health, Bih 2014, Held In Warsaw, Poland, In August 2014, As Part Of 2014 Web Intelligence Congress, Wic 2014. The 29 Full Papers Presented Together With 23 Special Session Papers Were Carefully Reviewed And Selected From 101 Submissions. The Papers Are Organized In Topical Sections On Brain Understanding; Cognitive Modelling; Brain Data Analytics; Health Data Analytics; Brain Informatics And Data Management; Semantic Aspects Of Biomedical Analytics; Healthcare Technologies And Systems; Analysis Of Complex Medical Data; Understanding Of Information Processing In Brain; Neuroimaging Data Processing Strategies; Advanced Methods Of Interactive Data Mining For Personalized Medicine. Edited By Dominik Ślȩzak, Ah-hwee Tan, James F. Peters, Lars Schwabe. Front Matter....Pages - Neuronal Morphology Modeling Based on Microscopy Reconstruction Data in the Public Repositories....Pages 1-11 Ventral Stream Plays an Important Role in Statistical Graph Comprehension: An fMRI Study....Pages 12-20 Computational Neuro-Modeling of Visual Memory: Multimodal Imaging and Analysis....Pages 21-32 When Are Two Visual Cognition Systems Better Than One?....Pages 33-44 Shift of Brain-State during Recovery from Discomfort Induced by Aversive Pictures....Pages 45-56 Consciousness Study of Subjects with Unresponsive Wakefulness Syndrome Employing Multimodal Interfaces....Pages 57-67 Establishing a Baseline Value of Cognitive Skills among School-Aged Children in Upper Egypt Using Computer Based Cognitive Assessment Rehacom Program....Pages 68-78 Autocovariance Based PCA Method for fMRI Data....Pages 79-89 Balancing the Stability and Predictive Performance for Multivariate Voxel Selection in fMRI Study....Pages 90-99 P3 Component Detection Using HHT....Pages 100-110 A Novel Feature Extractor Based on Wavelet and Kernel PCA for Spike Sorting Neural Signals....Pages 111-121 Artifacts Reduction Method in EEG Signals with Wavelet Transform and Adaptive Filter....Pages 122-131 Utilizing Data Mining for Predictive Modeling of Colorectal Cancer Using Electronic Medical Records....Pages 132-141 Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization....Pages 142-151 Mining Professional Knowledge from Medical Records....Pages 152-163 Predicting Flu Epidemics Using Twitter and Historical Data....Pages 164-177 A Hierarchical Ensemble of α -Trees for Predicting Expensive Hospital Visits....Pages 178-187 Text Analysis and Information Extraction from Spanish Written Documents....Pages 188-197 Data-Brain Driven Documents Ranking for Constructing Brain Informatics Provenances....Pages 198-207 A Brain Informatics Research Recommendation System....Pages 208-217 Hadoop for EEG Storage and Processing: A Feasibility Study....Pages 218-230 Supervised Learning for the Neurosurgery Intensive Care Unit Using Single-Layer Perceptron Classifiers....Pages 231-241 Data and Information Granule Rules Retrieval: Differences of Activation in Parietal Cortex....Pages 242-251 Multiple Inheritance Problem in Semantic Spreading Activation Networks....Pages 252-265 Ontology-Based Text Classification for Filtering Cholangiocarcinoma Documents from PubMed....Pages 266-277 An Ontology Based Knowledge Preservation Model for Traditional Unani Medicines....Pages 278-289 A Computational Study of Robotic Therapy for Stroke Rehabilitation Based on Population Coding....Pages 290-300 Real Time SVM for Health Monitoring System....Pages 301-312 Augmenting Cognitive Reserve of Dementia Patients with Brain Aerobics....Pages 313-322 Intraoperative Decision Making with Rough Set Rules for STN DBS in Parkinson Disease....Pages 323-334 The Analysis of Correlation between MOCAP-Based and UPDRS-Based Evaluation of Gait in Parkinson’s Disease Patients....Pages 335-344 Rough Set Rules Help to Optimize Parameters of Deep Brain Stimulation in Parkinson’s Patients....Pages 345-356 Morphometric Basis of Depression in Parkinson’s Disease and the Possibility of Its Prediction....Pages 357-365 An Approach to Detect Negation on Medical Documents in Spanish....Pages 366-375 Are Some Brain Injury Patients Improving More Than Others?....Pages 376-387 An Adaptive Expert System for Automated Advices Generation-Based Semi-continuous M-Health Monitoring....Pages 388-399 Application of Artificial Neural Networks for the Diagnosis of the Condition of the Arterio-venous Fistula on the Basis of Acoustic Signals....Pages 400-411 On the Statistical Performance of Connectivity Estimators in the Frequency Domain....Pages 412-423 Causality and Influentiability: The Need for Distinct Neural Connectivity Concepts....Pages 424-435 Local Dimension-Reduced Dynamical Spatio-Temporal Models for Resting State Network Estimation....Pages 436-446 A Family of Reduced-Rank Neural Activity Indices for EEG/MEG Source Localization....Pages 447-458 Neurologically Inspired Computational Cognitive Modelling of Situation Awareness....Pages 459-470 Dealing with the Heterogeneous Multi-site Neuroimaging Data Sets: A Discrimination Study of Children Dyslexia....Pages 471-480 K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data....Pages 481-492 Practice and Task Experience Change the Gradient Organization in the Resting Brain....Pages 493-501 Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics....Pages 502-515 Characterization of Subgroup Patterns from Graphical Representation of Genomic Data....Pages 516-527 Moduli Spaces of Phylogenetic Trees Describing Tumor Evolutionary Patterns....Pages 528-539 Characterizing Scales of Genetic Recombination and Antibiotic Resistance in Pathogenic Bacteria Using Topological Data Analysis....Pages 540-551 On Graph Extraction from Image Data....Pages 552-563 On Terrain Coverage Optimization by Using a Network Approach for Universal Graph-Based Data Mining and Knowledge Discovery....Pages 564-573 Entropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression....Pages 574-585 Characterizing Web User Visual Gaze Patterns: A Graph Theory Inspired Approach....Pages 586-594 Back Matter....Pages -