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.
Inhaltsverzeichnis
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 withk-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.
