Artificial Intelligence Applications and Innovations : AIAI 2018 IFIP WG 12.5 International Workshops, SEDSEAL, 5G-PINE, MHDW, and HEALTHIOT, Rhodes, Greece, May 25-27, 2018, Proceedings

This book constitutes the refereed proceedings of 4 workshops held at the 14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018. The workshops were the Workshop on Semantics in the Deep: Semantic Analytics for Big Data, SEDSEAL 2018; the Third Workshop on 5G - Putting Intelligence to the Network Edge, 5G-PINE 2018; the 7th Mining Humanistic Data Workshop, MHDW 2018; and the Workshop on Intelligent Cloud and IOT Paradigms in EHealth, HEALTHIOT 2018. The 19 full papers and 5 short papers presented were carefully reviewed and selected from a total of 53 submissions: SEDSEAL accepted 2 full papers out of 5 submissions, 5G-PINE 6 full and one short paper out of 24, MHDW 7 full and 4 short papers out of 15, and HEALTHIOT 4 full papers out of 9. The papers cover topics such as AI in 5G and telecommunications, AI and e-health services, AI in 5G networks, incremental learning, clustering, AI in text mining, visual data analytics, AI in molecular biology, DNA, RNA, proteins, big data analytics, Internet of Things and recommender systems, and AI in biomedical applications. Front Matter ....Pages I-XXVII Front Matter ....Pages 1-1 Semantic Models for Labeling Spectrum Data (Vaishali Nagpure, Cynthia Hood, Stephanie Vaccaro)....Pages 3-12 Towards Big Data Analytics in Large-Scale Federations of Semantically Heterogeneous IoT Platforms (Ilias Kalamaras, Nikolaos Kaklanis, Kostantinos Votis, Dimitrios Tzovaras)....Pages 13-23 Front Matter ....Pages 25-25 On Edge Cloud Architecture and Joint Physical Virtual Resource Orchestration for SDN/NFV (Shah Nawaz Khan, Roberto Riggio)....Pages 27-38 Use Cases for 5G Networks Using Small Cells (Alexandros Kostopoulos, Ioannis P. Chochliouros, Daniele Munaretto, Claudio Meani, Claus Keuker, Elisenda Temprado Garriga et al.)....Pages 39-49 Enhancing Network Management via NFV, MEC, Cloud Computing and Cognitive Features: The “5G ESSENCE” Modern Architectural Approach (Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Anastasios Kourtis, Ioannis Giannoulakis, Michail-Alexandros Kourtis, Emmanouil Kafetzakis et al.)....Pages 50-61 e-Health Services in the Context of IoT: The Case of the VICINITY Project (Maria Belesioti, Ioannis P. Chochliouros, Stefan Vanya, Viktor Oravec, Natalia Theologou, Maria Koutli et al.)....Pages 62-69 Are 5G Networks and the Neutral Host Model the Solution to the Shrinking Telecom Market (Ioannis Neokosmidis, Theodoros Rokkas, Dimitris Xydias, Antonino Albanese, Muhammad Shuaib Siddiqui, Carlos Colman-Meixner et al.)....Pages 70-77 An Experimental Assessment of Channel Selection in Cognitive Radio Networks (Anna Umbert, Oriol Sallent, Jordi Pérez-Romero, Juan Sánchez-González, Diarmuid Collins, Maicon Kist)....Pages 78-88 Space/Time Traffic Fluctuations in a Cellular Network: Measurements’ Analysis and Potential Applications (Juan Sánchez-González, Oriol Sallent, Jordi Pérez-Romero)....Pages 89-98 Front Matter ....Pages 99-99 Detecting Question Intention Using a K-Nearest Neighbor Based Approach (Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea)....Pages 101-111 Incremental Learning for Large Scale Classification Systems (Athanasios Alexopoulos, Andreas Kanavos, Konstantinos Giotopoulos, Alaa Mohasseb, Mohamed Bader-El-Den, Athanasios Tsakalidis)....Pages 112-122 Argumentative Discourse Concepts as Revealed by Traversing a Graph (Panagiotis Gourgaris, Andreas Kanavos, Nikos Karacapilidis, Vassilis Tampakas)....Pages 123-132 Query Disambiguation Based on Clustering Techniques (Panagiota Kotoula, Christos Makris)....Pages 133-145 Automatic Selection of Parallel Data for Machine Translation (Despoina Mouratidis, Katia Lida Kermanidis)....Pages 146-156 The Biomolecular Computation Paradigm: A Survey in Massive Biological Computation (Georgios Drakopoulos, Dimitrios Tsolis, Antonia Stefani, Phivos Mylonas)....Pages 157-167 How Much Different Are Two Words with Different Shortest Periods (Mai Alzamel, Maxime Crochemore, Costas S. Iliopoulos, Tomasz Kociumaka, Ritu Kundu, Jakub Radoszewski et al.)....Pages 168-178 Non-coding RNA Sequences Identification and Classification Using a Multi-class and Multi-label Ensemble Technique (Michalis Stavridis, Aigli Korfiati, Georgios Sakellaropoulos, Seferina Mavroudi, Konstantinos Theofilatos)....Pages 179-188 A Multi-metric Algorithm for Hierarchical Clustering of Same-Length Protein Sequences (Sotirios–Filippos Tsarouchis, Maria Th. Kotouza, Fotis E. Psomopoulos, Pericles A. Mitkas)....Pages 189-199 Towards String Sanitization (Oluwole Ajala, Hayam Alamro, Costas Iliopoulos, Grigorios Loukides)....Pages 200-210 Efficient Recognition of Abelian Palindromic Factors and Associated Results (Costas S. Iliopoulos, Steven Watts)....Pages 211-223 Front Matter ....Pages 225-225 Recommender Systems for IoT Enabled m-Health Applications (Seda Polat Erdeniz, Ilias Maglogiannis, Andreas Menychtas, Alexander Felfernig, Thi Ngoc Trang Tran)....Pages 227-237 A Smart-Home IoT Infrastructure for the Support of Independent Living of Older Adults (Stefanos Stavrotheodoros, Nikolaos Kaklanis, Konstantinos Votis, Dimitrios Tzovaras)....Pages 238-249 A Generic Approach for Capturing Reliability in Medical Cyber-Physical Systems (Argyro Mavrogiorgou, Athanasios Kiourtis, Dimosthenis Kyriazis)....Pages 250-262 Advancing Quantified-Self Applications Utilizing Visual Data Analytics and the Internet of Things (Dimitris Chousiadas, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis)....Pages 263-274 Back Matter ....Pages 275-276 This book constitutes the refereed proceedings of the 14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2018, held in Rhodes, Greece, in May 2018. The 42 full papers and 12 short papers were carefully reviewed and selected from 88 submissions. They are organized in the following topical sections: social media, games, ontologies; deep learning; support vector machines; constraints; machine learning, regression, classification; neural networks; medical intelligence; recommender systems; optimization; learning, intelligence; heuristic approaches, cloud; fuzzy; and human and computer interaction, sound, video, processing