Afef Mdhaffar

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Venues

University of Marburg (PHD)

Education History

University of Marburg

PHD

Publications

Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
Leveraging Statistical Shape Priors in GAN-Based ECG Synthesis. IEEE Access 12 (2024)
Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
MulKD: Multi-layer Knowledge Distillation via collaborative learning. Eng. Appl. Artif. Intell. 133 (2024)
Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
LIDL4Oliv: A Lightweight Incremental Deep Learning Model for Classifying Olive Diseases in Images. ICAART (2) (2024)
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou, Mohamed Jmaiel
Deep Generative Models for Physiological Signals: A Systematic Literature Review. CoRR (2023)
Abir Affes, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
A review of usable EEG-based solutions for epileptic seizure prediction. TACC (2023)
Lotfi Souifi, Afef Mdhaffar, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Bernd Freisleben
InsectDSOT: A Neural Network for Insect Detection in Olive Trees. ICAART (2) (2023)
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
A Comparative Study of GAN Methods for Physiological Signal Generation. ICPRAM (2023)
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel
DiffECG: A Generalized Probabilistic Diffusion Model for ECG Signals Synthesis. CoRR (2023)
Abir Affes, Afef Mdhaffar, Chahnez Triki, Mohamed Jmaiel, Bernd Freisleben
Personalized attention-based EEG channel selection for epileptic seizure prediction. Expert Syst. Appl. 206 (2022)
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou, Mohamed Jmaiel, Bernd Freisleben
Disentangling temporal and amplitude variations in ECG synthesis using anchored GANs. SAC (2022)
Afef Mdhaffar, Bechir Zalila, Racem Moalla, Ayoub Kharrat, Omar Rebai, Mohamed Melek Hsairi, Ahmed Sallemi, Hsouna Kobbi, Amel Kolsi, Dorsaf Chatti, Mohamed Jmaiel, Bernd Freisleben
A Smart Trap for Counting Olive Moths Based on the Internet of Things and Deep Learning. AICCSA (2022)
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
Leveraging Statistical Shape Priors in GAN-based ECG Synthesis. CoRR (2022)
Salma Daoud, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
Q-Rank: Reinforcement Learning for Recommending Algorithms to Predict Drug Sensitivity to Cancer Therapy. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Abir Affes, Afef Mdhaffar, Chahnez Triki, Mohamed Jmaiel, Bernd Freisleben
A Convolutional Gated Recurrent Neural Network for Epileptic Seizure Prediction. ICOST (2019)
Afef Mdhaffar, Fedi Cherif, Yousri Kessentini, Manel Maalej, Jihen Ben Thabet, Mohamed Maalej, Mohamed Jmaiel, Bernd Freisleben
DL4DED: Deep Learning for Depressive Episode Detection on Mobile Devices. ICOST (2019)
Hatem Bellaaj, Afef Mdhaffar, Mohamed Jmaiel, Sondes Hdiji Mseddi, Bernd Freisleben
An adaptive neuro-fuzzy inference system for improving data quality in disease registries. SAC (2018)
Salma Daoud, Afef Mdhaffar, Bernd Freisleben, Mohamed Jmaiel
A multi-criteria decision making approach for predicting cancer cell sensitivity to drugs. SAC (2018)
Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben
Reactive performance monitoring of Cloud computing environments. Clust. Comput. 20 (3) (2017)
Afef Mdhaffar, Tarak Chaari, Kaouthar Larbi, Mohamed Jmaiel, Bernd Freisleben
IoT-based health monitoring via LoRaWAN. EUROCON (2017)
Hatem Bellaaj, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben
An Adaptive Scrum Model for Developing Disease Registries. HEALTHINF (2017)
Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben
D-CEP4CMA: a dynamic architecture for cloud performance monitoring and analysis via complex event processing. Int. J. Big Data Intell. 1 (1/2) (2014)
Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben
CEP4Cloud: Complex Event Processing for Self-Healing Clouds. WETICE (2014)
Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben
CEP4CMA: Multi-layer Cloud Performance Monitoring and Analysis via Complex Event Processing. NETYS (2014)
Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben
A Dynamic Complex Event Processing Architecture for Cloud Monitoring and Analysis. CloudCom (2) (2013)
Meriam Mahjoub, Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel
A Comparative Study of the Current Cloud Computing Technologies and Offers. NCCA (2011)
Afef Mdhaffar, Riadh Ben Halima, Ernst Juhnke, Mohamed Jmaiel, Bernd Freisleben
AOP4CSM: An Aspect-Oriented Programming Approach for Cloud Service Monitoring. CIT (2011)
Afef Mdhaffar, Soumaya Marzouk, Riadh Ben Halima, Mohamed Jmaiel
A Runtime Performance Analysis for Web Service-Based Applications. ICWE Workshops (2010)

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Publication Activity (10 Years)

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Afef Mdhaffar