index - Artificial Intelligence Applications and Innovations

Table of Contents
Artificial Intelligence Applications and Innovations *Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Paulo Cortez*	Front Matter
Brain Cognition
A Communication Data Layer for Distributed Neuromorphic Systems *András Veres, Péter Hága, András Rácz, Tamas Borsos, Zsolt Kenesi*	3-16
Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation *Georgia Sovatzidi, Dimitris K. Iakovidis*	17-28
Creating a Bridge Between Probabilities and Fuzzy Sets and Its Impact on Drought Severity Assessment *Nikos Mylonas, Mike Spiliotis, Basil Papapdopoulos*	29-40
SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture *Aristeidis Karras, Christos Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas*	41-50
Machine Learning Classification
A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring *Dimitris Papatheodoulou, Pavlos Pavlou, Stelios G. Vrachimis, Kleanthis Malialis, Demetrios G. Eliades, Theocharis Theocharides*	53-66
A Primer for tinyML Predictive Maintenance: Input and Model Optimisation *Emil Njor, Jan Madsen, Xenofon Fafoutis*	67-78
Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach *Angelos Angelopoulos, Anastasios Giannopoulos, Sotirios Spantideas, Nikolaos Kapsalis, Chris Trochoutsos, Stamatis Voliotis, Panagiotis Trakadas*	79-88
Bias in Face Image Classification Machine Learning Models: The Impact of Annotator’s Gender and Race *Andreas Kafkalias, Stylianos Herodotou, Zenonas Theodosiou, Andreas Lanitis*	89-100
Decision Tree Induction Through Meta-learning *Caique Augusto Ferreira, Adriano Henrique Cantão, José Augusto Baranauskas*	101-111
Hybrid (CPU/GPU) Exact Nearest Neighbors Search in High-Dimensional Spaces *David Muhr, Michael Affenzeller*	112-123
Machine Learning Approach to Detect Malicious Mobile Apps *Hassan Kazemian*	124-135
Prediction of Wafer Map Categories Using Wafer Acceptance Test Parameters in Semiconductor Manufacturing *Martin Lim, Anurag Sharma, Cheng Siong Chin, Tommy Yip, Jonathan Ong*	136-144
Machine Learning Modeling /Feature Selection
An Improved Neural Network Model for Treatment Effect Estimation *Niki Kiriakidou, Christos Diou*	147-158
An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories *António João Silva, Paulo Cortez*	159-169
Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes *Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl*	170-181
Distribution Guided Neural Disaggregation of PM10 and O3 Hourly Concentrations from Daily Statistics and Low-Cost Sensors *Evangelos Bagkis, Theodosios Kassandros, Kostas Karatzas*	182-193
Experimental Comparison of Metaheuristics for Feature Selection in Machine Learning in the Medical Context *Thibault Anani, Francois Delbot, Jean-François Pradat-Peyre*	194-205
Exploring the Pertinence of Distance Functions for Nominal Multi-label Data *Payel Sadhukhan*	206-216
Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect *Zhenyu Zhao, Yumin Zhang, Totte Harinen, Mike Yung*	217-230
Machine Learning Applications in Real Estate: Critical Review of Recent Development *Jamal Al-Qawasmi*	231-249
Predictive Maintenance Based on Machine Learning Model *Bassem Hichri, Anass Driate, Andrea Borghesi, Francesco Giovannini*	250-261
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning *Afonso Sousa, Luís Ferreira, Rui Ribeiro, João Xavier, André Pilastri, Paulo Cortez*	262-273
Social Media, Sentiment Analysis/Natural Language - Text Mining
A Multi-Objective Optimization Algorithm for Out-of-Home Advertising *Nader Nader, Rafael Alexandrou, Iasonas Iasonos, Andreas Pamboris, Harris Papadopoulos, Andreas Konstantinidis*	277-288
AutoMC: Learning Regular Expressions for Automated Management Change Event Extraction from News Articles *Murat Kalender*	289-300
How Dimensionality Reduction Affects Sentiment Analysis NLP Tasks: An Experimental Study *Leonidas Akritidis, Panayiotis Bozanis*	301-312
Invention Concept Latent Spaces for Analogical Ideation *Nicholas Walker*	313-324
Multilingual Sentiment Analysis on Twitter Data Towards Enhanced Policy Making *George Manias, Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis*	325-337
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations *Julia El Zini, Mohamad Mansour, Basel Mousi, Mariette Awad*	338-349
Sentiment Analysis on COVID-19 Twitter Data: A Sentiment Timeline *Makrina Karagkiozidou, Paraskevas Koukaras, Christos Tjortjis*	350-359
Social Media Sentiment Analysis Related to COVID-19 Vaccines: Case Studies in English and Greek Language *Evridiki Kapoteli, Paraskevas Koukaras, Christos Tjortjis*	360-372
Time Series Modeling/Transfer Learning
Comparing Boosting and Deep Learning Methods on Multivariate Time Series for Retail Demand Forecasting *Georgios Theodoridis, Athanasios Tsadiras*	375-386
Equilibrium Resolution for Epoch Partitioning *Wojciech Wisniewski, Yuri Kalnishkan, David Lindsay, Siân Lindsay*	387-401
Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models *Morgan Byers, Lee B. Hinkle, Vangelis Metsis*	402-413
Transfer Learning for Predicting Gene Regulatory Effects of Chemicals *Bahattin Can Maral, Mehmet Tan*	414-425
Transfer Learning with Jukebox for Music Source Separation *Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik*	426-433
Unsupervised Modeling
An Inductive System Monitoring Approach for GNSS Activation *Shahrooz Abghari, Veselka Boeva, Emiliano Casalicchio, Peter Exner*	437-449
Client Segmentation of Mobile Payment Parking Data Using Machine Learning *Ilze Andersone, Agris Ņikitenko, Valdis Bergs, Uldis Jansons*	450-459
Determining Column Numbers in Résumés with Clustering *Sultan N. Turhan, Şeref Recep Keskin, Yavuz Balı, Günce Keziban Orman, F. Serhan Daniş*	460-471
High Rank Self-Organising Maps for Image Fingerprinting *Anthony Benjamin Kolenic, Duncan Anthony Coulter*	472-483
Implicit Maximum Likelihood Clustering *Georgios Vardakas, Aristidis Likas*	484-495
Query Driven Data Subspace Mapping *Panagiotis Fountas, Maria Papathanasaki, Kostas Kolomvatsos, Christos Anagnostopoulos*	496-508

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Brain Cognition

Machine Learning Classification

Machine Learning Modeling /Feature Selection

Social Media, Sentiment Analysis/Natural Language - Text Mining

Time Series Modeling/Transfer Learning

Unsupervised Modeling