Table of Contents
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Artificial Intelligence Applications and Innovations
Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas |
Front Matter |
Reinforcement/Natural Language
|
AI-Driven Sentiment Trend Analysis: Enhancing Topic Modeling Interpretation with ChatGPT
Abdulrahman Alharbi, Ameen Abdel Hai, Rafaa Aljurbua, Zoran Obradovic |
3-17 |
An Algorithmic Data Pipeline Architecture for the Production of Personalized Telecom Product Offers
Charis Stylianakis, Dimitrios Bouras, Konstantinos Alexakis, Spyros Oikonomopoulos, Vassilis Spitadakis, Yorgos Panagiotakis |
18-31 |
Enhancing Financial Market Prediction with Reinforcement Learning and Ensemble Learning
Diep Tran, Quyen Tran, Quy Tran, Vu Nguyen, Minh-Triet Tran |
32-46 |
Generating Profiles of News Commentators with Language Models
William Power, Zoran Obradovic |
47-59 |
GreekT5: Sequence-to-Sequence Models for Greek News Summarization
Nikolaos Giarelis, Charalampos Mastrokostas, Nikos Karacapilidis |
60-73 |
Improving RAG Quality for Large Language Models with Topic-Enhanced Reranking
Nicholas Ampazis |
74-87 |
LLM Prompting Versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback
Aleyna Er, Banu Diri, Meltem Turhan Yöndem |
88-99 |
Multi-dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models
Riccardo Cantini, Cristian Cosentino, Fabrizio Marozzo |
100-114 |
Online Reinforcement Learning for Designing Automotive Hybrid Assembly Sequence: A Task Clustering-Guided Approach
Anass Elhoud, Benoit Piranda, Raphael De Matos, Julien Bourgeois |
115-128 |
Strategizing the Shallows: Leveraging Multi-Agent Reinforcement Learning for Enhanced Tactical Decision-Making in Littoral Naval Warfare
Lauri Vasankari, Kalle Saastamoinen |
129-141 |
Machine Learning
|
A Prediction Analysis for the Case of a Korean Police Dataset
Benjamin Aziz, Alaa Mohasseb, Jeyong Jung |
145-157 |
An AI-Based Approach to Identify Financial Risks in Transportation Infrastructure Construction Projects
Marina Ivanova, Michael Grims, Daniel Karas, Gerhard Höfinger, Marco Xaver Bornschlegl, Matthias L. Hemmje |
158-173 |
Benign Paroxysmal Positional Vertigo Disorders Classification Using Eye Tracking Data
Thang-Anh-Quan Nguyen, Ehtesham Hashmi, Muhammad Mudassar Yamin, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mohib Ullah |
174-185 |
Detecting Illicit Data Leaks on Android Smartphones Using an Artificial Intelligence Models
Serge Lionel Nikiema, Aminata Sabane, Abdoul-Kader Kabore, Rodrique Kafando, Tégawendé F. Bissyande |
186-200 |
Enhancing Predictive Process Monitoring with Conformal Prediction
Fotios Skouvas, Harris Papadopoulos, Andreas S. Andreou |
201-214 |
Improved NO2 Prediction Using Machine Learning Algorithms
Chukwuemeka Jaja-Wachuku, Lorenzo Garbagna, Lakshmi Babu Saheer, Mahdi Oghaz |
215-225 |
Improving Agricultural Image Classification by Mining Images
Wei Zhou, Aoyang Liu, Yongqiang Ma |
226-237 |
Learning-Based Short-Term Energy Consumption Forecasting
Hatem Haddad, Feres Jerbi, Issam Smaali |
238-251 |
Machine Learning Models for Electricity Generation Forecasting from a PV Farm
Adam Krechowicz, Maria Krechowicz, Artur Pawelec |
252-264 |
Pollutant Concentration Prediction by Random Forest to Estimate a Contaminant Source Position
Sidi Mohammed Alaoui, Khalifa Djemal, Amir Ali Feiz, Pierre Ngae |
265-278 |
Predictive Maintenance Under Absence of Sensor Data
Ioannis Pierros, Vasileios Kochliaridis, Eirini Apostolidou, Eleni Delimpasi, Vasileios Zygouris, Ioannis Vlahavas |
279-292 |
Simulation Study for Evaluating Efficiency of McPhail Traps in Olive Groves
Nikolaos Avgoustis, Evangelos Alvanitopoulos, Nikolaos Marios Polymenakos, Ioannis Karydis, Markos Avlonitis |
293-306 |
SMT: Self-supervised Approach for Multiple Animal Detection and Tracking
Muhammad Moosa, Muhammad Mudassar Yamin, Ehtesham Hashmi, Azeddine Beghdadi, Ali Shariq Imran, Faouzi Alaya Cheikh, Mohib Ullah |
307-317 |
The Impact of Augmentation Techniques on Icon Detection Using Machine Learning Techniques
Mădălina Dicu, Camelia Chira |
318-331 |
Toward Unsupervised Energy Consumption Anomaly Detection
Hatem Haddad, Feres Jerbi, Issam Smaali |
332-346 |
Unlocking User Privacy: A Systematic Survey of Factors and Methods in Predicting App Permission Decisions
Rena Lavranou, Aggeliki Tsohou |
347-360 |
