Sessions of Main Conference
Session 1: Classification, Clustering, Prediction I |
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| Khedher Ibtissem, Khedher Marwen, Rjaibi Neila and Faiz Sami | A Road Classification Approach Based on Road Traffic Severity Analysis | regular |
| Iyad Jaber, Yousef Hassouneh and Maha Khemaja | An Enhanced Feature Selection Approach Using Capuchin Search Algorithm for High-dimensional Biological Data Classification | regular |
| Moalla Hounaida, Aiman Ghrab, Amine Bahloul, Bassem Ben Hamed and Leila Abid | Exploiting Pre-trained Architectures for Dual-Stream Classification of LCA-RCA in a Private AngioData | regular |
| Lakhder Boudhane, Mohamed Amine Djennah and Thouraya Merazi Meksen | Decision Making Help during Ultrasonic Inspection of Materials | short |
Session 2: Arabic Language and Text Processing I |
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| Beldi Amal, Richa Jean Raphael, Sassi Salma, Chbeir Richard and Jemai Abderrazek | A Novel Approach for Extracting Summarized RDF Graph from Heterogeneous Corpus | regular |
| Jinghong Li, Koichi Ota, Wen Gu and Shinobu Hasegawa | A Text Block Refinement Framework For Text Classification and Object Recognition From Academic Articles | regular |
| Houssem Turki, Mohamed Elleuch, Monji Kherallah and Alima Damak | Arabic-Latin Scene Text Detection based on YOLO models | regular |
Session 3: Learning I |
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| Amani Drissi, Ahmed Khemiri, Salma Sassi, Anis Tissaoui, Richard Chbeir and Abderrazak Jemai | A Hybrid Machine Learning Approach for Automatic Experts Recommendation Systems | regular |
| Marc Velay, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan and Fabrice Daniel | Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management | regular |
| Moenes Ben Soussia, Khadija Bousselmi and Hanen Idoudi | Deep Reinforcement Learning-based Load Balancer Using Kubernetes | regular |
| Buket Sonbas Cobb and Fethi Candan | Improving Workplace Safety in the Cargo Industry through Posture Monitoring Using Mediapipe and Machine Learning | regular |
Session 4: Classification, Clustering, Prediction II |
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| Chetan Parmar, Elmar Wings and Thomas Peetz | Near Real Time Prediction of Vibration in 3D Printed Flettner Rotor Demonstrator | regular |
| Ada-Astrid Mocanu and Adrian Iftene | PuzzleNN: A Neural Network for Image Segmentation based on Clustering | regular |
| Marwa Faydi, Amira Zrelli and Tahar Ezzedine | PM2.5 Prediction Using Deep Learning Models | short |
Session 5: Arabic Language and Text Processing II |
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| Samira Ellouze and Maher Jaoua | Using Embedding Keyphrases to Evaluate Arabic Text Summaries | regular |
| Florin Harbuzariu, Cosmin Irimia and Adrian Iftene | Official Document Text Extraction using Templates and Optical Character Recognition | short |
Session 6: Learning II |
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| Mohammadd Nahin Islam and Doina Logofătu | A Comparative Study on Machine Learning Methods through Evaluating the Impact of Contributing Factors on the Accuracy of Soil Moisture Prediction | regular |
| Asma Ayari, Mariem Chaabouni and Henda Ben Ghezala | New Learner Model for Intelligent and Adaptive E-learning System | regular |
| Ahmet Tuğrul Bayrak, Emre Begen, İsmail Utku Sayan and Olcay Taner Yıldız | Point of Sale Fraud Detection Methods via Machine Learning | regular |
Session 7: Medical Issues I |
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| Ahmed Zaghdoud and Olfa Jemai | A Metaplastic Neural Network Technique for Human Activity Recognition for Alzheimer’s Patients | regular |
| Othmen Fares Ben Ayed and Ines Bayoudh Saadi | A Multidimensional Framework to Study the Clinical Decision Support System | regular |
| Raoudha Nouisser, Salma Kammoun Jarraya and Mohamed Hammami | A Review of Vision-based Abnormal Human Activity Analysis for Elderly Emergency Detection | regular |
| Nodira Nazyrova, Salma Chahed, Miriam Dwek, Stephen J. Getting and Thierry Chaussalet | Discovering Drug-Drug Interactions Using Association Rule Mining from Electronic Health Records | regular |
| Feriel Hamdaoui, Amra Sghaier, Ahlem Bdioui and Sihem Hmissa | A Machine Learning Model for Cancer Staging, Case Study: Uveal Cancer | short |
Session 8: Optimization and Systems I |
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| Meriem Hsayri and Mounira Tlili | A Novel Multi Stage Optimization Algorithm for a 3D-BPP Resolution | regular |
| Sarah Boeckel and Doina Logofătu | Approaches for Solving a Dynamic Stacking Problem in Uncertain Environments | regular |
| Imen Boujnah, Mounira Tlili and Ouajdi Korbaa | Hierarchical Production Planning Frameworks for Multi Product Multi Stage Batch Plants | regular |
| Abdennour Ilyas Benfriha and Lamia Triqui Sari | A Cooperative Model for a Two Level Dsitribution Network with Multi-storage Locations and Types | short |
Session 9: Neural Networks |
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| Melek Aydin, Murat Taskiran, Nihan Kahraman and Hatice Vildan Dudukcu | A Fusion-Based Deep Neural Networks Approach for Face Liveness Detection | regular |
| Abdul Hannan Ayubi, Furkan Taskin, Osman Caglar, Sergen Asik, Cem Baglum and Uğur Yayan | Evaluation of Deep Neural Network Quality by CleanAI Coverage Metrics Library | regular |
| Wiem Grina and Ali Douik | Face Expression Neutralisation Using Variational Autoencoder Generative Adversarial Network | regular |
| Haythem Ghazouani, Walid Barhoumi, Gwanggil Jeon and Ezzeddine Zagrouba | Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance | short |
Session 10: Medical Issues II |
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| Marwa Afnouch, Olfa Gaddour, Fares Bougourzi, Yosr Hentati, Abdelmalik Taleb Ahmed and Mohamed Abid | Automatic Bone Metastasis Classification: An In-depth Comparison of CNN and Transformer Architectures | regular |
| Daniela Petrea, Georgiana Ingrid Stoleru and Adrian Iftene | Leveraging Convolutional Neural Networks for Malaria Detection from Red Blood Cell Images | regular |
| Moez Balti, Rahma Bouhadida and Abderrazak Jemai | Optimization of Home Health Vehicle Routes | regular |
| Nadia Hocine, Mohamed Bouasria Ould Moussa and Sara Ait Ali | PosiCalculia: An Adaptive Virtual Environment for Children with Learning Difficulties | regular |
| Mihai-Andrei Costandache, Paula-Luiza Balint, Narcis-Ștefan Barat, Cosmin-Constantin Bîrzu, Daniel-Iustin Bodnariu, Ovidiu Gabor and Adrian Iftene | TreatMedApp – Diagnosis and Treatment System | regular |
Session 11: Optimization and Systems II |
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| Marwen Amiri, Abdelaziz Hamdi and Aref Meddeb | Performance Evaluation of Path Loss Models for Internet of Wearable Things | regular |
| Manel Elmsalmi and Abdessalem Jerbi | Prioritizing Barriers to I4.0 Integration in Tunisian Supply Chains | regular |
| Sana Rabhi, Tarek Abbes and Faouzi Zarai | Transfer Learning-based IoT Botnet Detection | regular |
| Sofiene Abidi and Amina Soltani | Optimization Model for Electric Vehicle Charging Station Problem in Smart City | short |
Session 12: Education |
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| Marwa Zaabi, Walid Hariri and Nadia Smaoui | A Review Study of ChatGPT Applications in Education | regular |
| George-Gabriel Constantinescu, Valentin Stamate, Danut Filimon and Adrian Iftene | Book Reckon – The use of Virtual Reality in the Creation of Libraries of the Future | regular |
| Mounira Chkiwa, Moez Chkiwa and Fatma Achour | Student Knowledge Evaluation System: A Case of Application of Fuzzy Logic in Intelligent Education | regular |
| Mariem Bellal, Asma Mejri and Lilia Cheniti-Belcadhi | Towards a Quality-Driven and Ontology-Based Recommender Framework for Open Educational Resources | regular |
| Walid Bayounes, Ines Bayoudh Saâdi and Lassad Hamroun | NajahniBot: An Intelligent Chatbot aware of Educational Context for Adaptive Learning | short |
Session 13: Image Processing |
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| Amal Jlassi, Khaoula Elbedoui and Walid Barhoumi | ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net | regular |
| Muazzez Buket Darici and Atilla Ozmen | Comprehensive Analysis of Image Registration Techniques on Brain MR Images | regular |
| Raoua Khwildi and Azza Ouled Zaid | Evaluating the Impact of Perceptually Uniform Encoding on the Performance of Feature Descriptors for HDR Image Retrieval | regular |
| Derya Uysal and Uluğ Bayazıt | Learning Weight of Losses in Multi-Scale Crowd Counting | regular |
| Zekeriya Eren Kaymakcı, Meftun Akarsu and Ceyda Nur Öztürk | Multiple Small-Scale Object Detection in Aerial Vehicle Images using Standard or Optimized YOLO Detectors | regular |
Session 14: Data Issues |
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| Wiem Baazouzi, Marouen Kachroudi and Sami Faiz | A Journey to Enhance Tabular Data FAIRness: From Annotation to Repair and Augmentation | regular |
| Amal Abid, Mounira Tlili, Feten Maaroufi and Ouajdi Korbaa | A Management Analysis Tool to Support Healthcare Resource Planning in Public Hospitals during the Covid-19 Pandemic: A Case Study | regular |
| Gülsüm Yiğit and Mehmet Fatih Amasyali | Exploring the Benefits of Data Augmentation in Math Word Problem Solving | regular |
| Ghassen Hamdi, Abdelmoutia Telli and Mohamed Nazih Omri | Personalized OLAP Queries under Hierarchical Visualization Constraint | regular |
| Asma Omri, Djamal Benslimane and Mohamed Nazih Omri | Approach For Probabilistic Semantic Big Data Indexing under an Uncertain Environment | short |
Session 15: Security/Privacy and Ontologies |
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| Houda Akremi, Mouhamed Gaith Ayadi and Sami Zghal | Complex Ontology Alignments using OWL Ontologies Embedding | regular |
| Farid Yessoufou, Elie Chicha, Salma Sassi, Richard Chbeir and Joel Hounsou | CROWDPRED: Privacy-Preserving Approach for locations on Decentralized Crowdsourcing Application | regular |
| Sameh Guerfal, Nourchene Ouerhani and Ahmed Maalel | Ontology-based Representation for Emergency Management Response | regular |
| Ahmed Saidane and Ali El Kamel | Towards DDoS-aware Routing in SDN Using Cross-layer Knowledge Transfer | regular |
| Dawood Behbehani, Nikos Komninos, Khalid Al-Begain and Muttukrishnan Rajarajan | Open Banking API Security: Anomalous Access Behaviour | short |
Special Sessions
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Special Session 1: Data Science at the Service of Biology and Healthcare (DSSBH) |
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| Mohamed Fakhfakh and Lotfi Chaari | A Fully Automatic Bayesian Model for Adaptive Activation Functions in Artificial Neural Networks |
| Öykü Eravcı and Nalan Ozkurt | Arrhythmia Detection with Custom Designed Wavelet-based Convolutional Autoencoder |
| Marwen Sakli, Chaker Essid, Bassem Ben Salah and Hedi Sakli | Deep Learning-Based Multi-Stage Analysis for Accurate Skin Cancer Diagnosis using a Lightweight CNN Architecture. |
| Eya Abidi and Sahbi Bahroun | Detection of COVID-19 Based on CT-Scan and X-ray Images with Deep Convolutional Neural Network |
| Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Lotfi Chaari and Anita Hokelmann | Early Mild Cognitive Impairment Detection Using Cognitive-motor Tasks and Machine Learning |
| Bouchra Guelib, Nawres Khlifa and Rayene Bounab | Embedded Gene Expression Data Based On RidgeClassifier For Alzheimer’s Disease Classification |
Special Session 2: Machine Learning and Deep Learning Techniques for Remote Elderly Monitoring (MDLTREM) |
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| Moez Balti, Ghada Somrani, Meriem. Bouhachem and Abderrazak Jemai | AI Based Video and Image Analytics |
| Dorsaf Zekri, Ahmed Snoun, Thierry Delot and Marie Thilliez | Context Sensitive Detection of Long-term Elderly Behavior Change |
Special Session 3: Smart Supply Chain Management (SSCM) |
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| Ines Sbai and Saoussen Krichen | Big Data Analytics Architecture for Intelligent Transportation Systems: A Tunisian Case Study |
| Khouloud Elloumi, Chawki Saidi and Mounir Benaissa | Design of a Fuzzy Controller for Intelligent Control of an Adaptive ConWIP System |
| Ayla Amamou, Lilia Sidhom, Alaeddine Zouari and Abdelkader Mami | Sustainability-based Multi-capital Approach for the Agri-Food Supply Chain: Research Trends Based on Bibliometric Review |
| Nawel Kortas and Habib Youssef | The Performance of Smart Supply Chain Management within Cloud and IoT environment |
Special Session 4: Data Science at the Service of Biology and Healthcare (DSSBH) |
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| Haifa Ghabri, Wyssem Fathallah, Hedi Sakli and Mohamed Naceur Abdelkarim | Enhancing Maternofetal Ultrasound Images Toward Boosting Classification Performance on a Diverse and Comprehensive Data |
| Hajer Ouerghi, Olfa Mourali and Ezzeddine Zagrouba | Generalized Multi-modal Medical Image Fusion Method using NSML and WLF in NSST Domain and YIQ color space |
| Péter Lehotay-Kéry, Gabriella Kicska and Attila Kiss | Genome Classification with Deep Learning Using Heuristic Algorithms for Hyper-parameter Optimization |
| Marwen Sakli, Chaker Essid, Bassem Ben Salah and Hedi Sakli | Lightweight CNN Towards Skin Lesions Automated Diagnosis In Dermoscopic Images. |
| Zainab Haddad, Brahim Mahamat Yaya, Hsouna Zgolli, Desire Sidibe, Hedi Tabia and Nawres Khlifa | Retinal Pathologies Detection in OCT Images Based on Bilinear Convolutional Neural Network |
| Abdelbaki Souid, Soufiene Ben Othman, Mohamed Hamroun, Hedi Sakli and Mohamed Naceur Abdelkarim | Explainable CBMIR Features Extractor Module to Ease Thoracic Aortic Aneurysm Retrieving Preventing Potential Acute Aortic Dissection |
Special Session 5: |
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| Machine Learning and Deep Learning Techniques for Remote Elderly Monitoring (MDLTREM) | |
| Amor Feriel, Mzoughi Hiba, Njeh Ines and Benslima Mohamed | Glioblastomas MRI brain Tumor Segmentation Using Optimized 3D-UNet model |
| Ahmed Khlifi, Mohamed Othmani and Monji Kherallah | Novel Approach For Scene Semantic Segmentation Using The Recurrent-Based UNET |
| Marwa Ben Ammar, Faten Labbene Ayachi, Riadh Ksantini and Halima Mahjoubi | Pre-Trained Deep Convolutional Neural Network Architectures for Breast Cancer Diagnosis in Mammography: Current State-Of-The-Art |
| Scalability and Interoperability Issues in IoT enabled Smart Cities (SIIoT) | |
| Layla Aziz, Samira Achki and Abdelali El Gourari | Efficient Cluster-Head Selection using BWM-TOPSIS Tool |
Special Session 6: |
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| Language Models for Natural Language Processing Tasks (LMNLP) | |
| Hassen Mahdhaoui, Abdelkarim Mars and Mounir Zrigui | Optimizing Arabic Named Entity Recognition through Active Learning and AraBERT |
| Semantic-based Knowledge Systems (SemKS) | |
| Rasha Kadhem, Souheyl Mallat and Mounir Zrigui | Survey Semantic Arabic Language in Deep Learning Based Recommendation System |
| Amani Mechergui and Wahiba Ben Abdessalem Karaa | Twice-Trained Agglomerative Clustering Approach Using Topic Modeling over Generic Semantic Core Knowledge Graph |
Poster Session
Students Track |
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| Marwen Ghabi, Sofiane Khalfallah and Hela Ltifi | Classification of soil texture using Machine Learning Techniques |
| Jean Raphael Richa | Data Quality Definitions and Metrics Essential For Data Obsolescence Detection Within Connected Environments |
| Anwer Mbiriki, Chaker Katar and Ahmed Badreddine | Establishment of a Blockchain Consortium for Managing Nodes in CPS Applications Using Smart Contracts: A Practical Model for Smart Factories |
