Artificial Intelligence Applications and Innovations

1. Front Matter

   Pages I-XXVII

   PDF

2. SEDSEAL

   1. Front Matter

      Pages 1-1

      PDF

   2. Semantic Models for Labeling Spectrum Data

      • Vaishali Nagpure, Cynthia Hood, Stephanie Vaccaro

      Pages 3-12

   3. Towards Big Data Analytics in Large-Scale Federations of Semantically Heterogeneous IoT Platforms

      • Ilias Kalamaras, Nikolaos Kaklanis, Kostantinos Votis, Dimitrios Tzovaras

      Pages 13-23

3. 5G-PINE

   1. Front Matter

      Pages 25-25

      PDF

   2. On Edge Cloud Architecture and Joint Physical Virtual Resource Orchestration for SDN/NFV

      • Shah Nawaz Khan, Roberto Riggio

      Pages 27-38

   3. 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

   4. 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

   5. 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

   6. 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

   7. 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

   8. Space/Time Traffic Fluctuations in a Cellular Network: Measurements’ Analysis and Potential Applications

      • Juan Sánchez-González, Oriol Sallent, Jordi Pérez-Romero

      Pages 89-98

4. MHDW

   1. Front Matter

      Pages 99-99

      PDF

   2. Detecting Question Intention Using a K-Nearest Neighbor Based Approach

      • Alaa Mohasseb, Mohamed Bader-El-Den, Mihaela Cocea

      Pages 101-111

   3. Incremental Learning for Large Scale Classification Systems

      • Athanasios Alexopoulos, Andreas Kanavos, Konstantinos Giotopoulos, Alaa Mohasseb, Mohamed Bader-El-Den, Athanasios Tsakalidis

      Pages 112-122

   4. Argumentative Discourse Concepts as Revealed by Traversing a Graph

      • Panagiotis Gourgaris, Andreas Kanavos, Nikos Karacapilidis, Vassilis Tampakas

      Pages 123-132

   5. Query Disambiguation Based on Clustering Techniques

      • Panagiota Kotoula, Christos Makris

      Pages 133-145

   6. Automatic Selection of Parallel Data for Machine Translation

      • Despoina Mouratidis, Katia Lida Kermanidis

      Pages 146-156

   7. The Biomolecular Computation Paradigm: A Survey in Massive Biological Computation

      • Georgios Drakopoulos, Dimitrios Tsolis, Antonia Stefani, Phivos Mylonas

      Pages 157-167

   8. 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

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, incrementallearning, 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.

• algorithms
• artificial intelligence
• clustering
• computational linguistics
• data mining
• data security
• deep learning
• evolutionary algorithms
• genetic algorithms
• image processing
• machine learning
• Natural Language Processing (NLP)
• neural networks
• radio
• semantics
• sensor networks
• Support Vector Machines (SVM)
• wireless networks
• World Wide Web
• algorithm analysis and problem complexity

• School of Engineering, Democritus University of Thrace, Xanthi, Greece

  Lazaros Iliadis

• University of Piraeus, Piraeus, Greece

  Ilias Maglogiannis

• University of Thessaly, Lamia, Greece

  Vassilis Plagianakos

Policies and ethics