Artificial Intelligence Applications and Innovations

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.

Inhalt
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.