| Vol-3922 urn:nbn:de:0074-3922-X Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Co05ons License Attribution 4.0 International (CC BY 4.0).

# IAM 2024
Informatics And Applied Mathematics 2024

### Proceedings of the 7th International Conference On Informatics And Applied Mathematics (IAM 2024)

### Guelma, Algeria, December 4-5, 2024.

Edited by

### Zinnedine Kouahla *
Benhamza Karima *
Hallaci Samir *
Brahim Farou *
Hamid Seridi *
Muhammet Kurulay **

* LabSTIC, University of Guelma, Department of Computer science, P.O.B 401, Guelma, Algeria
** Istanbul Technical University, Department of Mathematical Engineering, 34469, Maslak, Istanbul, Türkiye

## Table of Contents

- Preface
  Summary: There were 65 papers submitted for peer-review to this Conference and 13 papers were accepted.

- A Survey on Dataset Development Techniques for CQA Systems 1-7
  Aicha Aggoune
- A NLP and Rule-Based Approach to Extract Spatial Entities and Relationships in Arabic Text 8-21
  Atmane Hadji, Mohamed Khireddine Kholladi, Farid Boumaza
- Sentiment Analysis of Digital Currency Discussions: A Machine Learning and Ontology Approaches 22-35
  Atmane Hadji, Farid Boumaza, Dina sirine Bali
- A Hybrid Consensus Mechanism for Enhancing Security and Efficiency in IoV Networks 36-49
  Radouane Baghiani, Lyamine Guezouli
- Emergence detection using an fuzzy expert system in complex system 50-56
  Ali Boukehila, Fatima Zohra Bouakrif, Nora Taleb
- Detection and classification of Emotion Recognition System for TESS and Crema-d Audio Datasets Using Hybrid Deep Learning Architecture 57-69
  Rafik Djalal Hammou
- Advancing Cybersecurity with LLMs: A Comprehensive Review of Intrusion Detection Systems and Emerging Application 70-80
  Djallel Hamouda, Mohamed Amine Ferrag, Nadjette Benhamida, Hamid Seridi
- IoT-based Conversational Solar Vending Machine 81-94
  Dranoel Flores, John Jurwen Caoile, Marvin Andrielle Felipe, Criselle Centeno, Diony Abando, Richard Regala
- Overview of Current Trends in Machine Learning Approaches for EEG-Based Brain Computer Interface Applications 95-113
  Ahmed Yassine Ferdi, Abdelkader Ghazli
- A New Subband Set-Membership Fast NLMS (SB-SMFNLMS) Adaptive Algorithm 114-123
  Mohamed Zerouali, Mohamed Djendi
- Blockchain-Based Payment System for Registration Fees in higher education: A Case Study of Algeria 124-138
  Noura Zeroual, Lamia Mahnane, Mohamed Hafidi
- Improved Electric Load Prediction with Transfer Learning and Temperature Data 139-145
  Rania Farah, Brahim Farou, Zineddine Kouahla, Hamid Seridi
- Binary Grey Wolf Optimizer for Mapping Real Time Applications on MPSOCs Architecture 146-157
  Farid Boumaza, Djaafar Zouache, Mouhoub Belazzoug, Atmane Hadji, Abdelkader Aroui

2025-01-21: submitted by Brahim Farou, metadata incl. bibliographic data published under Creative Commons CC0
2025-01-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|