Artificial Intelligence Applications and Innovations : AIAI 2014 Workshops: CoPA, MHDW, IIVC, and MT4BD, Rhodes, Greece, September 19-21, 2014, Proceedings

This Book Constitutes The Refereed Proceedings Of Four Aiai 2014 Workshops, Co-located With The 10th Ifip Wg 12.5 International Conference On Artificial Intelligence Applications And Innovations, Aiai 2014, Held In Rhodes, Greece, In September 2014: The Third Workshop On Intelligent Innovative Ways For Video-to-video Communications In Modern Smart Cities, Iivc 2014; The Third Workshop On Mining Humanistic Data, Mhdw 2014; The Third Workshop On Conformal Prediction And Its Applications, Copa 2014; And The First Workshop On New Methods And Tools For Big Data, Mt4bd 2014. The 36 Revised Full Papers Presented Were Carefully Reviewed And Selected From Numerous Submissions. They Cover A Large Range Of Topics In Basic Ai Research Approaches And Applications In Real World Scenarios. Modern Video-to-video Communications To Enhance Citizens’ Quality Of Life And Create Opportunities For Growth In “smart” European Cities -- Optimal Video Delivery In Mobile Networks Using A Cache Accelerated Multi Area Embms Architecture -- Video-to-video E-health Applications Supporting Medical Use Cases For Remote Patients -- The Potential Of Telemedicine -- Software-defined Networking: Guidelines For Experimentation And Validation In Large-scale Real World Scenarios -- Remote Video-to-video Eye Telemonitoring Use Case For Glaucoma Patients -- Ict In The Future Classrooms And Teaching: Preparing The Knowledge Workers Of The 21st Century -- Promoting Ict Skills Through Online Services: Case Study Of Video Use For Adult Education In Municipalities -- Modification Of Colors In Images For Enhancing The Visual Perception Of Protanopes -- Extracting Knowledge From Collaboratively Annotated Ad Video Content -- Mining Biological Data On The Cloud. – A Mapreduce Approach --^ On-line Minimum Closed Covers -- Reciprocal Rank Using Web Page Popularity -- A Survey Of Geo-tagged Multimedia Content Analysis Within Flickr -- Algebraic Interpretations Towards Clustering Protein Homology Data -- Comparative Evaluation Of Feature Extraction Methods For Human Motion Detection -- Eye Blink Artifact Removal In Eeg Using Tensor Decomposition -- The Greek Audio Dataset -- Affect In Complex Decision-making Systems: From Psychology To Computer Science Perspectives -- Influencetracker: Rating The Impact Of A Twitter Account -- A New Framework For Bridging The Gap From Protein-protein Interactions To Biological Process Interactions -- Adjusting The Tests According To The Perception Of Greek Students Who Are Taught Russian Motion Verbs Via Distance Learning -- Csmr: A Scalable Algorithm For Text Clustering With Cosine Similarity And Mapreduce -- From Conformal To Probabilistic Prediction -- Aggregated Conformal Prediction --^ A Cross-conformal Predictor For Multi-label Classification -- Svm Venn Machine With K-means Clustering -- Efficiency Comparison Of Unstable Transductive And Inductive Conformal Classifiers -- Anomaly Detection Of Trajectories With Kernel Density Estimation By Conformal Prediction -- Rule Extraction With Guaranteed Fidelity -- Conformal Prediction Under Probabilistic Input -- Rule-based Impact Analysis For Enterprise Business Intelligence -- Feature Extraction And Visual Feature Fusion For The Detection Of Concurrent Prefix Hijacks -- Linking Data In The Insurance Sector: A Case Study -- Enhanced Visual Analytics Services For The Optimal Planning Of Renewable Energy Resources Installations -- Integrating High Volume Financial Datasets To Achieve Profitable And Interpretable Short Term Trading With The Ftse100 Index. Edited By Lazaros Iliadis, Ilias Maglogiannis, Harris Papadopoulos, Spyros Sioutas, Christos Makris. Front Matter....Pages - Modern Video-to-Video Communications to Enhance Citizens’ Quality of Life and Create Opportunities for Growth in “Smart” European Cities....Pages 1-12 Optimal Video Delivery in Mobile Networks Using a Cache-Accelerated Multi Area eMBMS Architecture....Pages 13-23 Video-to-Video E-Health Applications Supporting Medical Use Cases for Remote Patients....Pages 24-29 The Potential of Telemedicine....Pages 30-37 Software-Defined Networking: Guidelines for Experimentation and Validation in Large-Scale Real World Scenarios....Pages 38-47 Remote Video-to-Video Eye Telemonitoring Use Case for Glaucoma Patients....Pages 48-55 ICT in the Future Classrooms and Teaching: Preparing the Knowledge Workers of the 21st Century....Pages 56-62 Promoting ICT Skills through Online Services: Case Study of Video Use for Adult Education in Municipalities....Pages 63-72 Modification of Colors in Images for Enhancing the Visual Perception of Protanopes....Pages 73-84 Extracting Knowledge from Collaboratively Annotated Ad Video Content....Pages 85-95 Mining Biological Data on the Cloud – A MapReduce Approach....Pages 96-105 On-line Minimum Closed Covers....Pages 106-115 Reciprocal Rank Using Web Page Popularity....Pages 116-125 A Survey of Geo-tagged Multimedia Content Analysis within Flickr....Pages 126-135 Algebraic Interpretations Towards Clustering Protein Homology Data....Pages 136-145 Comparative Evaluation of Feature Extraction Methods for Human Motion Detection....Pages 146-154 Eye Blink Artifact Removal in EEG Using Tensor Decomposition....Pages 155-164 The Greek Audio Dataset....Pages 165-173 Affect in Complex Decision-Making Systems: From Psychology to Computer Science Perspectives....Pages 174-183 InfluenceTracker: Rating the Impact of a Twitter Account....Pages 184-195 A New Framework for Bridging the Gap from Protein-Protein Interactions to Biological Process Interactions....Pages 196-204 Adjusting the Tests According to the Perception of Greek Students Who Are Taught Russian Motion Verbs via Distance Learning....Pages 205-210 CSMR: A Scalable Algorithm for Text Clustering with Cosine Similarity and MapReduce....Pages 211-220 From Conformal to Probabilistic Prediction....Pages 221-230 Aggregated Conformal Prediction....Pages 231-240 A Cross-Conformal Predictor for Multi-label Classification....Pages 241-250 SVM Venn Machine with k -Means Clustering....Pages 251-260 Efficiency Comparison of Unstable Transductive and Inductive Conformal Classifiers....Pages 261-270 Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction....Pages 271-280 Rule Extraction with Guaranteed Fidelity....Pages 281-290 Conformal Prediction under Probabilistic Input....Pages 291-300 Rule-Based Impact Analysis for Enterprise Business Intelligence....Pages 301-309 Feature Extraction and Visual Feature Fusion for the Detection of Concurrent Prefix Hijacks....Pages 310-319 Linking Data in the Insurance Sector: A Case Study....Pages 320-329 Enhanced Visual Analytics Services for the Optimal Planning of Renewable Energy Resources Installations....Pages 330-339 Integrating High Volume Financial Datasets to Achieve Profitable and Interpretable Short Term Trading with the FTSE100 Index....Pages 340-349 Back Matter....Pages -