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Mon. 23 | Tue. 24 | Wed. 25 | Thu. 26 |
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8:00 - 9:00 (1h)
Welcome Breakfast
9:00 - 9:30 (30min)
Welcoming address
9:30 - 10:30 (1h)
Keynote Address - Chip-Wise DSSS-FTN Signaling with time-varying random sequences - A promising solution for covert communications
Pascal CHEVALIER, Professor Conservatoire National des Arts et Métiers, Paris, France
10:30 - 11:00 (30min)
Coffee break
11:00 - 12:30 (1h30)
Cybersecurity
![]() Roland GAUTIER, Pascal CHEVALIER
› Arabic and English SMS Spam Detection Using Machine Learning
- Musab Al-Ghadi, Hashemite University
11:00-11:20 (20min)
› Automatic Identification System: Security challenges, mitigation strategies and future trends
- Isadora Garcia Ferrao, Département Electronique - UFR Sciences et Techniques - Université de Brest - David Espes, Département Electronique - UFR Sciences et Techniques - Université de Brest
11:20-11:40 (20min)
› ClassHeatFlow: Interpretable Probabilistic Classification via Heatmap Visualization for AIS Radio Frequency Fingerprinting
- Erwan Alincourt, Chaire de cyberdéfense des systèmes navals, Lab-STICC, UMR CNRS 6285, F-29238 Brest, France
11:40-12:00 (20min)
12:30 - 13:30 (1h)
Lunch
13:30 - 14:00 (30min)
Panel Session & Industrial Stand
Poster presentation and Industrial Exhibition - TD2 PN2B - Chairman Jean VAREILLE
14:00 - 15:00 (1h)
Keynote Address - Quantum communication, fundamentals, and technology trends
Kamel BESBES, Professor, IEEE Senior member, Centre for Research on Microelectronics & Nanotechnology, Sousse Technopole, Tunisia
15:00 - 15:30 (30min)
Coffee break
15:30 - 17:00 (1h30)
Cybersecurity
![]() Kamel BESBES, Laurent NANA
› DNA Data Storage Security: How to Detect a DNA Pool Has Been Copied
- Hélène Gasnier, IMT Atlantique, LaTIM, UMR INSERM 1101, F-29238 Brest, France
15:30-15:50 (20min)
› HawkSec: an AI transformer solution to malware detection in C/C++ source codes
- Mustapha Khairan GHLISS, IMT Atlantique - Salam Doumiati, Laboratoire ISEN - Yehya Nasser, IMT Atlantique
15:50-16:10 (20min)
› Unstripping Cloud Container ELF binaries
- Jonathan Brossard, Conservatoire National des Arts et Métiers
16:10-16:30 (20min)
15:30 - 17:00 (1h30)
Cloud & Edge Computing
![]() Kamel BESBES, Laurent NANA
› Multivariate Aggregated Ranking Score: A Lightweight and Greedy Ranking Model for Web Search
- Mohamed Wiem Mkaouer, National Engineering School of Tunis = Ecole Nationale d'Ingénieurs de Tunis [University of Tunis El Manar], University of Michigan [Flint]
16:30-16:50 (20min)
17:00 - 18:30 (1h30)
Tutorial - Pr Piernicola BETTIOL
Dynamic optimization and applications
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8:30 - 9:30 (1h)
Keynote Address - Geometric and end-to-end robot vision-based control
François CHAUMETTE, INRIA Senior Research Scientist, France
9:30 - 10:30 (1h)
Robotics and autonomous vehicles
![]() François CHAUMETTE, Wiem MKAOUER
› Advancements in integrating AI with geospatial data for autonomous navigation of land vehicles
- Manel Salhi, National Engineering School of Tunis
09:30-09:50 (20min)
› Evolutionary Single Shot Tokenized GAN for Simulation Environment Generation and Fault Detection
- Charbel Aoun, Institut Catholique d'Arts et Métiers
09:50-10:10 (20min)
› On the Instability of Software Dependency Graphs: A Maven Case Study
- Mohamed Wiem Mkaouer, University of Michigan [Flint]
10:10-10:30 (20min)
10:30 - 11:00 (30min)
Coffee break
11:00 - 12:30 (1h30)
AI & mathematical modeling
![]() Anca PASCU, Jean VAREILLE
› A Taxonomy for Sentiment Analysis on Social Networks: : AI Approaches and Synthesis
- Dalila Mekhzoumi, Centre de recherche sur l'Information Scientifique et Technique, Université Abderrahmane Mira [Université de Béjaïa] = University of Béjaïa = جامعة بجاية - Sahar Boulkaboul, Centre de recherche sur l'Information Scientifique et Technique - Kamal AMROUN, Université Abderrahmane Mira [Université de Béjaïa] = University of Béjaïa = جامعة بجاية
11:00-11:20 (20min)
› Automated Identification of Machine Learning Technical Debt Code Comments
- Mohamed Wiem Mkaouer, University of Michigan [Flint]
11:20-11:40 (20min)
› Numerical Study of Wind-driven Natural Ventilation in Lagos
- BLAISE NSOM, Institut de Recherche Dupuy de Lôme
11:40-12:00 (20min)
› Secondary Education in the Age of Artificial Intelligence Between Opportunities and Risks
- Hammoud Hadia, University of Tripoli
12:00-12:20 (20min)
12:30 - 13:30 (1h)
Lunch
13:30 - 15:00 (1h30)
Panel Session & Industrial Stand
Poster presentation and Industrial Exhibition - TD2 PN2B - Chairman Jean VAREILLE
15:00 - 15:30 (30min)
Coffee break
15:30 - 17:00 (1h30)
AI & mathematical modeling
![]() Brice FRANCKE, Anca PASCU
› Self-Attention Mechanism in Multimodal Context for Banking Transaction Flow
- Cyrile Delestre, Crédit Mutuel Arkéa - Yoann Sola, Crédit Mutuel Arkéa
15:30-15:50 (20min)
› Transient Flow Dynamics over a Bed Drop Integrating the CFD and Machine Learning Models
- Alireza Khoshkonesh, Institut de Recherche Dupuy de Lôme
15:50-16:10 (20min)
› Unsupervised Dendrogram Text Index and Search using Hierarchical Clustering
- Aoun Charbel, Institut Catholique d'Arts et Métiers
16:10-16:30 (20min)
17:00 - 18:30 (1h30)
Wokshop B
TBC
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8:30 - 9:30 (1h)
Keynote Address - Renewable Energy Systems: Current Status in the World and Prospects
Soteris A. KALOGIROU, Professor, Cyprus University of Technology, Cyprus
9:30 - 10:30 (1h)
Renewable energy and green technology
![]() Soteris KALOGIROU, Adnen CHERIF
› Command approach of a typical double-stage grid-connected PV system under NOM and SGVD
- Nejib Hamrouni, Laboratory of Analysis and Treatment of Energetic and Electric Signals and Systems (ATEESS)
09:30-09:50 (20min)
› Command of a connected PV system under grid faults
- Nejib Hamrouni, Laboratory of Analysis and Treatment of Energetic and Electric Signals and Systems (ATEESS)
09:50-10:10 (20min)
› Home Energie Management System for Scheduling Appliances with New Metaheuristic
- Meriem Iouknane, Laboratory of LIMED
10:10-10:30 (20min)
10:30 - 11:00 (30min)
Coffee break
11:00 - 12:30 (1h30)
Computer Vision
![]() Hamid AMIRI, Vincent RODIN
› A Deep Dive Assessment into Recent YOLO Models Efficiency and Robustness for Agricultural Dense Scene Analysis : A Wheat Head Study Case
- KHALIL KHAZMI, Ecole Nationale dÍngénieurs de Tunis
11:00-11:20 (20min)
› FLARE: Federated Learning Attack via Robust Expectation-based backdooring using GAN
- Hichem FARAOUN, IMT Atlantique
11:20-11:40 (20min)
› Modified Combined Mobilenet for tomato leaf disease classification
- Mohamed Jawher Bahrouni, National Engineering School of Tunis = Ecole Nationale d'Ingénieurs de Tunis [University of Tunis El Manar]
11:40-12:00 (20min)
› ThermaMal: Multi-Agent Behavioral Heatmapping for Efficient Malware Detection Using Convolutional Neural Networks
- Dhiya Eddine ABID, Université Tahri Mohamed Bechar [Bechar]
12:00-12:20 (20min)
12:30 - 13:30 (1h)
Lunch
13:30 - 15:00 (1h30)
IoT and Industry 4.0
![]() Mohamed Salah SALHI, Stéphane RIOUAL
› Development of Lora Sensor Network for Real-time Dissolved Oxygen Monitoring in Aquaculture
- Le-Ngoc Tran, INDUSTRIAL UNIVERSITY OF HCM CITY
13:30-13:50 (20min)
› Driving Sustainable Logistics Performance through the Integration of Industry 4.0 Technologies
- Taycir Ben Abid, OASIS ENIT, El Manar University, Industrial Engineering Department, College of Engineering, Northern Border University, Arar, Saudi Arabia
13:50-14:10 (20min)
› Embedding Sustainability in ArchiMate: A Model-Driven Threshold-Based Approach for Early Noncompliance Detection
- Jad Moussa, UFR Sciences et Techniques - Wael AL-DEEB, UFR Sciences et Techniques
14:10-14:30 (20min)
› Green-Pow: Power Modeling and Estimation of Software Applications for Embedded Processors
- Abdelsalam Baltagi, IMT Atlantique - Yehya Nasser, IMT Atlantique
14:30-14:50 (20min)
13:30 - 15:00 (1h30)
Image and signal analysis
![]() Zied LACHIRI, Gerd DETHLOFF
› Complex-Valued Symmetric Series Convolutional Network for Ultrasound Super-Resolution Image Reconstruction
- AHMED BENTALEB, IMT Atlantique
13:30-13:50 (20min)
› Deep Learning for Benign/Malignant Classification of Breast Cancer Histopathological Images
- Wiem Ghezaiel, sofiene habboubi, fouzi benzarti
13:50-14:10 (20min)
› A convolutionnel Hybrid Models of Parametrization in Speech Recognition
- Khaireddine Salhi, Laboratory (ATSSEE), Faculty of Sciences, University of Tunis, Tunisia
14:30-14:50 (20min)
15:00 - 15:30 (30min)
Coffee break
15:30 - 17:00 (1h30)
IoT and Industry 4.0
![]() Stephane RIOUAL, David ESPES
› Machine learning-based corrosion rate prediction for zinc and steel using real-time corrosion sensors in accelerated corrosion test conditions
- Johan Becker, Institut de la Corrosion
15:30-15:50 (20min)
› PID Controller Tuning for Crude Oil Dilution in Palm Oil Mill Using Particle Swarm Optimization
- Enda Enda Wista Sinuraya, Department of Electrical Engineering Diponegoro University - Iwan Setiawan, Department of Electrical Engineering Diponegoro University
15:50-16:10 (20min)
› Reemerging & Emerging Epidemics Monitoring via Educational Outreach & Safe Data in Sustainability
- Zair BOUZIDI, Université Abderrahmane Mira [Université de Béjaïa] = University of Béjaïa = جامعة بجاية
16:10-16:30 (20min)
› Antennas dedicated to the dielectric characterization of concrete structures
- Benjamin Mugabo, LabSTICC
16:30-16:50 (20min)
15:30 - 17:00 (1h30)
Image and signal analysis
![]() Gerd DETHLOFF, Zied LACHIRI
› Detection and Classification of cardiovascular arrhythmia (ECG) using Deep Learning Algorithms (CNN1D)
- Mohamed Amin Gader, National higher engineering school of sfax - Karmani Sourour, Faculty of sciences of Monastir
15:30-15:50 (20min)
› Hybrid Neural Architecture for Enhanced ECG Classification: Integrating Parallel Convolutional, State Space, and Sequential Learning
- Najia Mechichi, Ecole Nationale Supérieure d'ingénieurs de Tunis, Laboratoire de recherche SITI [Tunis]
15:50-16:10 (20min)
› Analysis of blood cell images to aid in medical diagnosis and disease prediction using AI
- Hadia MANSOURI, engineering school of Tunis , laboratory SITI - ENIT, engineering school of Tunis , laboratory SITI - ENIT, University of Tunis El Manar,National School of Engineers of Tunis(ENIT), SITI Laboratory-ENIT - Faouzi Benzarti, engineering school of Tunis , laboratory SITI - ENIT, engineering school of Tunis , laboratory SITI - ENIT, University of Tunis, High National School of Engineers of Tunis, SITI Laboratory, National School of Engineers of Tunis - AYA CHAKROUN, Rabta hospital of Tunis, University of Tunis El Manar, Faculty of Medicine of Tunis (FST)
16:10-16:30 (20min)
17:00 - 18:00 (1h)
Panel Session & Industrial Stand
Poster presentation and Industrial Exhibition - TD2 PN2B - Chairman Jean VAREILLE
19:45 - 22:30 (2h45)
Gala dinner
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8:30 - 9:30 (1h)
Keynote Address - Software Refactoring: Challenges and Opportunities in the Era of Artificial Intelligence
Mohamed Wiem Mkaouer, Associate Professor, College of Innovation & Technology, University of Michigan-Flint, USA
9:30 - 10:30 (1h)
Panel Session & Industrial Stand
Poster presentation and Industrial Exhibition
10:30 - 11:00 (30min)
Coffee break
11:00 - 12:30 (1h30)
Round table discussions, Wrap-Up and closing
12:30 - 13:30 (1h)
Lunch
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