The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2024)

24-27 Sept. 2024 | Dubrovnik, Croatia.

Proceedings

2024 Fifth International Conference on Intelligent Data Science Technologies and Applications (IDSTA)

Copyright © 2024 by the Institute of Electrical and Electronics Engineers, Inc. All rights reserved.

Copyright and Reprint Permission: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For reprint or republication permission, email to IEEE Copyrights Manager at pubs-permissions@ieee.org. All rights reserved. Copyright ©2024 by IEEE.

 IEEE Catalog Number: CFP24Y20-ART

ISBN: 979-8-3503-5475-1

Table of Contents (Click on the paper title to access the paper)

 

IDSTA2024

 

Evaluating the Robustness of ASR Systems in Adverse Acoustic Conditions

Sergei Katkov, Antonio Liotta and Alessandro Vietti

 

A Hybrid Surrogate Deep Learning Model for Actual Evapotranspiration Prediction

Amir Aieb, Alexander Jacob, Antonio Liotta and Liaqat Muhammad Usman

 

Interpreting Image Super-Resolution in Artificial Neural Networks from Global and Local Views

Xiaochen Liu, Alexander Jacob, Wei Song and Antonio Liotta

 

Select start point for ARF analysis

Kenichi Yoshida

 

Predicting B2B Customer Churn using a Time Series Approach

Jim Ahlstrand, Martin Boldt, Anton Borg and Håkan Grahn

 

Detection of Conflicts, Contradictions and Inconsistencies in Regulatory Documents: A Structured Literature Review

Gerrit Schumann and Jorge Marx Gómez

 

CDD & CloudNet: A Benchmark Dataset & Model for Object Detection Performance

Mohd Ariful Haque, Rakib Hossain Rifat, Marufa Kamal, Roy George, Kishor Datta Gupta and Khalil Shujaee

 

Address-Specific Sustainable Accommodation Choice Through Real-World Data Integration

Peter Bentley, Rajat Mathur, Soo Ling Lim and Sid Narang

 

Applying Long Short-Term Memory Networks to Model Elliott Wave Patterns for Improved Risk Management in High-Frequency Trading

Mohamed Ousama Ben Miloud and Eunjin Kim

 

TAGIFY: LLM-powered Tagging Interface for Improved Data Findability on OGD portals

Kevin Kliimask and Anastasija Nikiforova

 

Identification of accident risks using a semantic web approach

Mouhamadou Gaye and Mamadou Saidou Diallo

 

A Mobile Application for IoT-based Car Parking

Mohammed Al-Obeidallah and Arwa Al Katheeri

 

Medical Image-to-Image Translation with Spatial Self-Attention for Radiotherapy in Federated Learning

Tariq Bdair, Hiba Saadeh, Ban Qaqish, Aya Sulaq and Majdi Rawashdeh

 

Machine Learning-Driven Framework for Sentiment Analysis of Tweets

Dhai Eddine Salhi, Majdi Rawashdeh and Awny Alnusair

 

Knowledge Graph Embedding for Detecting Brand Advocates in Online Social Networks

Muder Almiani, Bilal Abu-Salih, Salihah Alotaibi, Mohammed Aljaafari, Dima Azar, Tawfiq Alrawashdeh and Yasean Tahat

 

Line Simplification for Efficient Approximate Join Queries On Big Geospatial Data

Fatima Ahmed Alhammadi, Haya Almadhloum Alsuwaidi, Shooq Abdelrahman Alzarooni and Isam Mashhour Al Jawarneh

 

Optimizing Multi-Class Classification in Educational Data with Ensemble Learning and Data Balancing Techniques

Mohammad F. Al-Hammouri, Ziad Akram Ali Hammouri, Islam T. Almalkawi and Ansam Lafee

 

Reliable Leukemia diagnosis and localization through Explainable Deep Learning

Marcello Di Giammarco, Benedetta Dukic, Fabrizio Ravelli, Antonella Santone, Mario Cesarelli, Fabio Martinelli and Francesco Mercaldo

 

Dynamic Threshold-Based Anomaly Detection in Photovoltaic Generation Time Series Using Statistical Methods

Michelle Melo Cavalcante, Joao Lucas de Souza Silva and Tarcio Andre dos Santos Barros

 

Advancing Wolof-French Sentence Translation: Comparative Analysis of Transformer-Based Models and Methodological Insights

Oumar Kane, Mamadou Bousso, Mouhamad M. Allaya and Dame Samb

 

Optimized Intrusion Detection System for Attack Classification Using Machine Learning and Deep Learning Techniques

Nadim Rana, Hamdan Alshehri, Mashael Abdali and Walaa Madkhali

 

Robotic Hand-Eye Coordination Fusion

Akshar Patel

 

Enhancing Safety in Autonomous Vehicles through Advanced AI-Driven Perception and Decision-Making Systems

Yazan Alahmed, Reema Abadla and Mohammed Al Ansari

 

Parameter estimation of a method for noise reduction fusing a normal microphone and a bone conduction microphone

Junki Kawaguchi and Mitsuharu Matsumoto

 

Intelligent Transportation Systems Based on Blockchain Smart Contract Technology in Supply Chain Management

Krisztian Balint

 

GreenMedNet: A computationally inexpensive hyperparameter optimised dual attention based insulin leaves categorization approach

Ranadhir Das, Sriparna Banerjee, Bidisha Samanta, Swati Chowdhuri, Sheli Sinha Chaudhuri, Khalifa Djemal and Amir Ali Feiz

The International Symposium on Intelligent Digitization of Systems and Services (IDSS2024)

 

The role of digital stories in developing reading comprehension skills from the perspective of Arabic language teachers in elementary stage in Jordan

Sameer Al Sous, Ziyad Kamel Ellala, Khawlah Al-Tkhayneh, Samer Abdel Hadi, Mahmoud Gharaibeh and Balkees Abuawad

 

Examining the Accuracy of AI Detection Software Tools in Education

Mohanad Halaweh and Ghaleb El Refae

 

Empowering Small and Medium Enterprises (SMEs) through Artificial Intelligence

Moustafa Kandeel, Basma Saleh, Ghaleb Elrefae and Yasmeen Elsantil

 

The Impact of Artificial Intelligence on the Labor Market in the Arab Gulf Region

Asma'A Almahdawi, Eman Zaitoun, Maram Jaradat and Mohamed Elzeiny

 

The Extent of Applying Meta Learning in the Professional Diploma Program to Qualify Teachers in Universities

Maryam Abualrish, Azhar Shater, Jihan Yousef, Jamal Abu-Attiyeh and Khadijeh Naser

 

Assessing the Extent of AI Implementations in Arabic L2 Courses

Mohamed Elzeiny, Suad Alwaely, Ibtehal Aburezeq, Mohammad Alkhazaleh, Salem Alaqtash and Nagwa Abdo

 

Exploration of the future of the metaverse and smart cities

Suha Alqaruty, Reema Al Qaruty, Khawlah Al-Tkhayneh, Samer Abdel Hadi and Ziyad Kamel Ellala

 

Optimizing Facility Location Under Disruptions: A Big Data-Driven Approach

Tareq Oshan, Nuha Hamada and Mahmoud Sharkawi