MEDI 2023

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
	Chair:
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
	MODELLING II / Room 1		ML & OPTIMISATION II / Room 2
	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
	Chair:
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
	Chair:
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
	Chair:
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

MEDI 2023

MEDI 2023

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MEDI 2023 PROGRAM

Thursday, November 2, 2023

Friday, November 3, 2023