Thursday, November 2, 2023 |
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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 | |||
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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 |
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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 |
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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 |
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12:30 – 14:00 | LUNCH | |||
14:00 –15:30 | Parallel Sessions | |||
MODELLING II / Room 1 | ML & OPTIMISATION II / Room 2 | |||
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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08:00 – 09:00 | REGISTRATION | ||
09:00 – 10:00 | Keynote Speaker: | Professor Khalil Drira | AUDITORIUM |
Network services: design challenges for abstraction and autonomy | |||
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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 |
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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 |
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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 |
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16:00 – 16:30 | Coffee Break | ||
16:30 – 17:30 | Round Table (Model and Data Engineering in AI Age ) / CLOSURE |