Thursday, November 2, 2023

08:00 – 09:00   REGISTRATION  
09:00 – 09:30   Opening Ceremony  
09:30 – 10:30 Keynote Speaker: Professor Said Boussakta AUDITORIUM
  Title: Advancements in Signal Processing: Enabling Modern Communication, Encryption, and Security  
  Chair: ...  
10:30 – 11:00 Coffee Break
11:00 – 12:30 Parallel Sessions
  MODELLING I / Room 1 ML & Optimisation I / Room 2
11:00 – 11:30 A Comparative Analysis of Time Series Prediction Techniques —A Systematic Literature Review (SLR)
Sawsen Briki, Nesrine Khabou and Ismael Bouassida Rodriguez
Exploring Synthetic Noise Algorithms for Real-world Similar Data Generation: A Case Study on Digitally Twining Hybrid Turbo-shaft Engines in UAV/UAS Applications
Ali Aghazadeh Ardebili, Antonella Longo, Antonio Ficarella, Adem Khalil and Sabri Khalil
11:30 – 12:00 A Formal Metamodel with Composite Components
James Baak, Quentin Rouland and Jason Jaskolka.
Understanding Mobile Game Reviews Through Sentiment Analysis: A Case Study of PUBGm
Yang Yu, Duy-Tai Dinh, Fangyu Yu and Van-Nam Huynh
12:00 – 12:30 A floating-point numbers theory for Event-B
Idir Ait Sadoune
Data-Driven and Model-Driven Approaches in Predictive Modeling for Operational Efficiency: Use case mining industry
Oussama Hasidi, El Hassan Abdelwahed, My Abdellah Elalaoui-Chrifi, Aimad Qazdar, François Bourzeix, Intissar Benzakour, Ahmed Bendaouia and Charifa Dahhassi
12:30 – 14:00 LUNCH
14:00 –15:30 Parallel Sessions
  Chair:    Chair:
14:00 – 14:30 Model based testing approach for EIP-1559 Ethereum Smart contracts
Mohamed Amin Hammemi and Mariam Lahami
Approach based on Bayesian network and ontology for identifying factors influencing the states of people with psychological problems from social media data
Mourad Ellouze and Lamia Hadrich Belguith
14:30 – 15:00 Execution planning in aggregated search in the web of data without using metadata
Ahmed Rabhi, Rachida Fissoune, Hassan Badir and Mohamed Tabaa
Social recommendation using deep auto-encoder and confidence aware sentiment Analysis
Lamia Berkani, Abdelhakim Ghiles Hamiti and Yasmine Zemmouri
15:00 – 15:30 Discovering Relationships between Heterogeneous declarative Mappings for RDF Knowledge Graph
Amel Belmaksene and Selma Khouri.
Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
Eyad Gad, Seif Soliman and M. Saeed Darweesh
15:30 – 16:00 Coffee Break
16:00 – 17:30 Short Papers Session I / Room 1 Short Papers Session II / Room 2
16:00 – 16:15 Transfer Learning Model for Cyberbullying Detection in Tunisian Social Networks
Sahar Ben Bechir, Asma Mekki and Mariem Ellouze

Transfer Learning in Segmenting Myocardium Perfusion Images
Yasmin Emad Younis, Sahar Fawzi and Mustafa Elattar
16:15 – 16:30 Towards an Open Domain Arabic Question Answering System: Assessment of the Bert Approach
Chaimae Azroumahli, Yacine Elyounoussi and Hassan Badir
Smart Saliency Detection For Prosthetic Vision
Nermin Khalifa, Walid Al-Atabany and Sahar Selim
16:30 – 16:45 Multi-lingual scene text detection containing the Arabic scripts using an optimal then enhanced YOLO model
Houssem Turki, Mohamed Elleuch and Monji Kherallah

A comparative analysis of Time Series Transformers and alternative Deep Learning models for SSVEP Classification
Heba Ali, Adel Elzemity, Amir Oghostinos and Sahar Selim
16:45 – 17:00 Node2Vec stability: preliminary study to ensure the compatibility of embeddings with incremental data alignment
Oumaima El Haddadi, Max Chevalier, Bernard Dousset, Ahmad El Allaoui, Anass El Haddadi and Olivier Teste

MixUp Data Augmentation for Handwritten Arabic Mathematical Symbols Recognition
Ibtissem Hadj Ali, Anouar Ben Khalifa and Mohamed Ali Mahjoub
17:00 – 17:15 Scoring unstructured data from online social network for homeland security applications
Ahmed Samti, Sami Naouali and Wadii Boulila
Towards Enabling Domain-Specific Modeling Language Exchange between Modeling Tools
Rohit Gupta, Christoph Binder, Nico Jansen, Ambra Calà, Jan Vollmar, Nikolaus Regnat, David Schmalzing and Bernhard Rumpe
17:15 – 17:30 The Power of Prognosis : Cox Model Prediction of Disease-Free Survival in Colon Cancer
Oussama Belhouichet, Aymen Yahyaoui, Wadii Boulila, Aref Zribi and Rabah Attia

Automatic Detection of Multiple Sclerosis Using Genomic Expression
Abdallah Ahmed, Marwa Hadhoud and Vidan Ghoneima

Friday, November 3, 2023

08:00 – 09:00   REGISTRATION  
09:00 – 10:00 Keynote Speaker: Professor Khalil Drira AUDITORIUM
    Network services: design challenges for abstraction and autonomy  
10:00 – 10:30 Coffee Break
10:30 – 12:30 Ontology & Database Systems / Room 1 Applications & Security / Room 2 Workshop DEITS'23
Security in IoT systems / Room 3
10:30 – 11:00 OntoFD: a Generic Ontology to Represent Knowledge of Fake News in Social Media
Fériel Ben Fraj and Nourhène Nouri
Enhanced Security in Social IoT: Real-Time Mitigation of Trust-Related Attacks with Blockchain and Apache Spark Mariam Masmoudi, Ikram Amous, Corinne Amel Zayani and Florence Sèdes  
11:00 – 11:30 Finding a Second Wind: Speeding Up Graph Traversal Queries in RDBMSs Using Column-Oriented Processing
Mikhail Firsov, Michael Polyntsov, Kirill Smirnov and George Chernishev
Hybrid Data-driven and Knowledge-based Predictive Maintenance Framework in the Context of Industry 4.0
Mohamed Abdelillah Fidma, Nora Hamour, Samir Ouchani and Sidi Mohamed Benslimane
Distributed and Collaborative Learning Approach for Stroke Prediction.
Aissaoui Firas, Boudali Imen and Abdellatif Takoua
11:30 – 11:30 Ontology matching using multi-head attention graph isomorphism networkSamira Oulefki, Lamia Berkani, Nassim Boudjenah, Imad Eddine Kenai and Aicha Mokhtari Enhancing Semantic Image Synthesis: A GAN-Based Approach with Multi-Feature Adaptive Denormalization Layer
Karim Magdy, Ghada Khoriba and Hala Abbas.
IoT Technologies for Smart Healthcare Buildings with Distributed Dee Learning Technique.
Hamdi Hassen
12:00 – 12:30 Investigating the Perceived Usability of Entity-Relationship Quality Frameworks for NoSQL Databases
Chaimae Asaad, Karim Baïna and Mounir Ghogho
Towards an Effective Attribute-based Access Control Model for Neo4j
Adil Achraf Bereksi Reguig, Houari Mahfoud and Abdessamad Imine
From functional requirements to NoSQL database models: application to IoT Geospatial Data
Fatimata Dia, Nawel Bayar and Takoua Abdellatif
12:30 – 14:00 LUNCH
14:00 –16:00 Parallel Sessions
  Healthcare Applications / Room 1 Applications & Security / Room 2 Workshop DEITS'23
IA & Big Data in IoT Systems / Room 3
14:00 – 14:30 Breast Cancer Detection based DenseNet with Attention model in Mammogram Images
Tawfik Mousa, Ramzi Zouari and Mouna Baklouti
GRU-Based Forecasting Model for Energy Production and Consumption: Leveraging Random Forest Feature Importance
Alaa Odeh, Amjad Ratrout and Rashid Jayousi
A Secure IoT Architecture for Industry 4.0
Aymen Wali, Abderrazek Jemai and Hichem Mrabet.
14:30 – 15:00 AI-LMS : AI-based Long-term Monitoring System for patients in pandemics: COVID-19 case study
Nada Zendaoui, Nardjes Bouchemal and Maya Benabdelhafid
Localizing Non-Functional Code Bugs in User Interfaces using Deep Learning Techniques
Arwa Ahmed, Ahmed Tamer, Ghada Khoriba and Tamer Arafa
How Does Blockchain Enhance Zero Trust Security in IoMT?
Boughdiri Maher, Takoua Abdellatif and Chirine Ghedira Guegan
15:00 – 15:30 Cardiovascular Anomaly Detection using Deep Learning Techniques
Wassim Sliti, Seif Ben Abdelali, Aymen Yahyaoui, Amine Mosbah and Olfa Djebbi
Fuzzy HealthIoT ontology for comorbidity treatment
Ahlem Rhayem, Ishak Riali, Mohamed Ben Ahmed Mhiri, Messaouda Fareh and Faiez Gargouri
A survey on intrusion detection systems for IoT networks based on long short-term memory
Nour Elhouda Oueslati, Hichem Mrabet and Abderrazek Jemai
15:30 – 16:00

Deep Learning Based on TensorFlow and Keras for Predictive Monitoring of Business Process Execution Delays Walid Ben Fradj, Mohamed Turki, Faiez Gargouri

HIPAA and GDPR compliance in IoT healthcare systems
Abdelmlak Said, Aymen Yahyaoui and Takoua Abdellatif
16:00 – 16:30 Coffee Break
16:30 – 17:30 Round Table (Model and Data Engineering in AI Age ) / CLOSURE