Artificial Intelligence Applications and Innovations

1. Front Matter

   Pages i-xiii

   PDF

2. 4th Workshop on “5G-Putting Intelligence to the Network Edge” (5G-PINE 2019)

   1. Front Matter

      Pages 1-6

      PDF

   2. A Cloud-Based Architecture for Video Services in Crowd Events

      • Alexandros Kostopoulos, Ioannis Chochliouros, Evangelos Sfakianakis, Daniele Munaretto, Claus Keuker

      Pages 7-18

   3. A New Self-planning Methodology Based on Signal Quality and User Traffic in Wi-Fi Networks

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

      Pages 19-30

   4. Enhanced Mobile Broadband as Enabler for 5G: Actions from the Framework of the 5G-DRIVE Project

      • Ioannis P. Chochliouros, Na Yi, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Nathan Gomes, Uwe Herzog et al.

      Pages 31-45

   5. Inclusion of Telemetry and Data Analytics in the Context of the 5G ESSENCE Architectural Approach

      • Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, George Agapiou, Maria Belesioti, Evangelos Sfakianakis et al.

      Pages 46-59

   6. A Framework to Support the Role of Telecommunication Service Providers in Evolving 5G Business Models

      • Ioanna Mesogiti, Eleni Theodoropoulou, George Lyberopoulos, Fotini Setaki, Aurora Ramos, Panagiotis Gouvas et al.

      Pages 60-69

   7. Orchestration of Mission-Critical Services over an NFV Architecture

      • Aitor Sanchoyerto, Ruben Solozabal, Bego Blanco, Elisa Jimeno, Endika Aldecoa, Estrella Basurto et al.

      Pages 70-77

   8. Testbeds for the Implementation of 5G in the European Union: The Innovative Case of the 5G-DRIVE Project

      • Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Eirini Vasilaki, Uwe Herzog, Athanassios Dardamanis et al.

      Pages 78-92

   9. A Techno-Economic Analysis of Employing a Central Coordinator Entity in 5G Networks

      • Christos Tsirakis, Mariana Goldhamer, Panagiotis Matzoros, George Agapiou, Dimitris Varoutas, Marinos Agapiou

      Pages 93-102

   10. Trustworthy AI for 5G: Telco Experience and Impact in the 5G ESSENCE

       • Maria Rita Spada, Alessandro Vincentini

       Pages 103-110

   11. Regulatory Considerations in the 5G Era: The 5GCity Neutral Host Case

       • Ioannis Neokosmidis, Theodoros Rokkas, Dimitrios Xydias, Maria Rita Spada

       Pages 111-120

3. 8th Mining Humanistic Data Workshop (MHDW 2019)

   1. Front Matter

      Pages 121-123

      PDF

   2. An Approach for Domain-Specific Design Pattern Identification Based on Domain Ontology

      • Vassiliki Gkantouna, Vaios Papaioannou, Giannis Tzimas, Zlatan Sabic

      Pages 125-137

   3. Pre-processing Framework for Twitter Sentiment Classification

      • Elias Dritsas, Gerasimos Vonitsanos, Ioannis E. Livieris, Andreas Kanavos, Aristidis Ilias, Christos Makris et al.

      Pages 138-149

   4. Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow

      • Georgios Drakopoulos, Xenophon Liapakis, Evaggelos Spyrou, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas

      Pages 150-160

   5. Employing Constrained Neural Networks for Forecasting New Product’s Sales Increase

      • Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Gerasimos Vonitsanos, Vassilis Tampakas

      Pages 161-172

   6. Language Processing for Predicting Suicidal Tendencies: A Case Study in Greek Poetry

      • Alexandros Dimitrios Zervopoulos, Evangelos Geramanis, Alexandros Toulakis, Asterios Papamichail, Dimitrios Triantafylloy, Theofanis Tasoulas et al.

      Pages 173-183

   7. Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features

      • Theodore Giannakopoulos, Evaggelos Spyrou, Stavros J. Perantonis

      Pages 184-195

   8. Studying the Spatialities of Short-Term Rentals’ Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece

      • Konstantinos Gourzis, Georgios Alexandridis, Stelios Gialis, George Caridakis

      Pages 196-207

This book constitutes the refereed proceedings of two International Workshops held as parallel events of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, in Hersonissos, Crete, Greece, in May 2019: the 8th Mining Humanistic Data Workshop, MHDW 2019, and the 4th Workshop on 5G-Putting Intelligence to the Network Edge, 5G-PINE 2019.

The 6 full papers and 4 short papers presented at MHDW 2019 were carefully reviewed and selected from 13 submissions; out of the 14 papers submitted to 5G-PINE 2019, 6 were accepted as full papers and 1 as short paper. The MHDW papers focus on the application of innovative as well as existing data matching, fusion and mining and knowledge discovery and management techniques (such as decision rules, decision trees, association rules, ontologies and alignments, clustering, filtering, learning, classifier systems, neural networks, support vector machines, preprocessing, post processing, feature selection, visualization techniques) to data derived from all areas of humanistic sciences, e.g., linguistic, historical, behavioral, psychological, artistic, musical, educational, social, and ubiquitous computing and bioinformatics. The papers presented at 5G-PINE focus on several innovative findings coming directly from modern European research in the area of  modern 5G telecommunications infrastructures and related innovative services and cover a wide variety of technical and business aspects promoting options for growth and development. 

• artificial intelligence
• computer architecture
• computer networks
• internet
• internet protocols
• network architecture
• network management
• recommendation systems
• software engineering
• telecommunication networks
• telecommunication traffic
• wireless networks
• wireless telecommunication systems
• World Wide Web

• University of Sunderland, Sunderland, UK

  John MacIntyre

• University of Piraeus, Piraeus, Greece

  Ilias Maglogiannis

• Democritus University of Thrace, Xanthi, Greece

  Lazaros Iliadis

• University of West England, Bristol, UK

  Elias Pimenidis

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