index - Artificial Intelligence Applications and Innovations
 


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Table of Contents
Artificial Intelligence Applications and Innovations
Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis
Front Matter

AI Ethics/Law


The Ethos of Artificial Intelligence as a Legal Personality in a Globalized Space: Examining the Overhaul of the Post-liberal Technological Order
No Firstname Abhivardhan
3-14
Trustworthy AI Needs Unbiased Dictators!
Kian Abolfazlian
15-23

AI/Constraints


An Introduction of FD-Complete Constraints
Sven Löffler, Ke Liu, Petra Hofstedt
27-38
Backward-Forward Sequence Generative Network for Multiple Lexical Constraints
Seemab Latif, Sarmad Bashir, Mir Agha, Rabia Latif
39-50

Deep Learning/LSTM


Deep Echo State Networks in Industrial Applications
Stefano Dettori, Ismael Matino, Valentina Colla, Ramon Speets
53-63
Deepbots: A Webots-based Deep Reinforcement Learning Framework for Robotics
M Kirtas, K Tsampazis, N Passalis, A Tefas
64-75
Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation
Despoina Mouratidis, Katia Kermanidis, Vilelmini Sosoni
76-87
Introducing an Edge-Native Deep Learning Platform for Exergames
Antonis Pardos, Andreas Menychtas, Ilias Maglogiannis
88-98
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach
Emmanuel Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panagiotis Pintelas
99-110
Regularized Evolution for Macro Neural Architecture Search
George Kyriakides, Konstantinos Margaritis
111-122
Using Multimodal Contextual Process Information for the Supervised Detection of Connector Lock Events
David Bricher, Andreas Müller
123-134
A Machine Learning Model to Detect Speech and Reading Pathologies
Fabio Fassetti, Ilaria Fassetti
135-142
Forecasting Hazard Level of Air Pollutants Using LSTM’s
Saba Gul, Gul Muhammad Khan
143-153

Fuzzy Algebra/Systems


Hypotheses Tests Using Non-asymptotic Fuzzy Estimators and Fuzzy Critical Values
Nikos Mylonas, Basil K. Papadopoulos
157-166
Preservation of the Exchange Principle via Lattice Operations on (S,N)– Implications
Dimitrios S. Grammatikopoulos, Basil K. Papadopoulos
167-179
Versatile Internet of Things for Agriculture: An eXplainable AI Approach
Nikolaos L. Tsakiridis, Themistoklis Diamantopoulos, Andreas L. Symeonidis, John B. Theocharis, Athanasios Iossifides, Periklis Chatzimisios, George Pratos, Dimitris Kouvas
180-191

Machine Learning


Acoustic Resonance Testing of Glass IV Bottles
Ivan Kraljevski, Frank Duckhorn, Yong Chul Ju, Constanze Tschoepe, Matthias Wolff
195-206
AI Based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure
Nadia Masood Khan, Gul Muhammad Khan, Peter Matthews
207-218
Autonomous Navigation for Drone Swarms in GPS-Denied Environments Using Structured Learning
William Power, Martin Pavlovski, Daniel Saranovic, Ivan Stojkovic, Zoran Obradovic
219-231
Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples
António João Silva, Paulo Cortez, André Pilastri
232-243
Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features
Rui Ribeiro, André Pilastri, Carla Moura, Filipe Rodrigues, Rita Rocha, José Morgado, Paulo Cortez
244-255
Real-Time Surf Manoeuvres’ Detection Using Smartphones’ Inertial Sensors
Dinis Moreira, Diana Gomes, Ricardo Graça, Dániel Bányay, Patrícia Ferreira
256-267
SDN-Enabled IoT Anomaly Detection Using Ensemble Learning
Enkhtur Tsogbaatar, Monowar H. Bhuyan, Yuzo Taenaka, Doudou Fall, Khishigjargal Gonchigsumlaa, Erik Elmroth, Youki Kadobayashi
268-280
Harnessing Social Interactions on Twitter for Smart Transportation Using Machine Learning
Narayan Chaturvedi, Durga Toshniwal, Manoranjan Parida
281-290

Medical-Health Systems


An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders
Ilias Maglogiannis, Athanasia Zlatintsi, Andreas Menychtas, Dennis Papadimatos, Panayiotis P. Filntisis, Niki Efthymiou, George Retsinas, Panayiotis Tsanakas, Petros Maragos
293-307
Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment
Daniel Stamate, Richard Smith, Ruslan Tsygancov, Rostislav Vorobev, John Langham, Daniel Stahl, David Reeves
308-319
Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama
320-333
Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control
Nimat Ullah, Jan Treur
334-346
Multi-omics Data and Analytics Integration in Ovarian Cancer
Archana Bhardwaj, Kristel Van Steen
347-357
Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets
Pattaramon Vuttipittayamongkol, Eyad Elyan
358-369

Natural Language


An Overview of Chatbot Technology
Eleni Adamopoulou, Lefteris Moussiades
373-383
Applying an Intelligent Personal Agent on a Smart Home Using a Novel Dialogue Generator
Anastasios Alexiadis, Alexandros Nizamis, Ioannis Koskinas, Dimosthenis Ioannidis, Konstantinos Votis, Dimitrios Tzovaras
384-395
Exploring NLP and Information Extraction to Jointly Address Question Generation and Answering
Pedro Azevedo, Bernardo Leite, Henrique Lopes Cardoso, Daniel Castro Silva, Luís Paulo Reis
396-407
Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter
Alexandros Zervopoulos, Aikaterini Georgia Alvanou, Konstantinos Bezas, Asterios Papamichail, Manolis Maragoudakis, Katia Kermanidis
408-419
On the Learnability of Concepts
Adam Sutton, Nello Cristianini
420-432
Greek Lyrics Generation
Orestis Lampridis, Athanasios Kefalas, Petros Tzallas
445-454

 

 


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