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ORCIDAfef Mdhaffar
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Books and Theses
- 2015
[b1]Afef Mdhaffar:
Cross-Layer Cloud Performance Monitoring, Analysis and Recovery. University of Marburg, 2015
Journal Articles
- 2024
- [j6]Nour Neifar
, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
Leveraging Statistical Shape Priors in GAN-Based ECG Synthesis. IEEE Access 12: 36002-36015 (2024) - [j5]Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
MulKD: Multi-layer Knowledge Distillation via collaborative learning. Eng. Appl. Artif. Intell. 133: 108170 (2024) - 2022
- [j4]Abir Affes, Afef Mdhaffar, Chahnez Triki, Mohamed Jmaiel, Bernd Freisleben:
Personalized attention-based EEG channel selection for epileptic seizure prediction. Expert Syst. Appl. 206: 117733 (2022) - 2020
- [j3]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): 3154-3161 (2020) - 2017
- [j2]Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben:
Reactive performance monitoring of Cloud computing environments. Clust. Comput. 20(3): 2465-2477 (2017) - 2014
- [j1]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): 89-102 (2014)
Conference and Workshop Papers
- 2024
- [c19]Emna Guermazi, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
LIDL4Oliv: A Lightweight Incremental Deep Learning Model for Classifying Olive Diseases in Images. ICAART (2) 2024: 583-594 - [c18]Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel:
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis. SERA 2024: 182-188 - 2023
- [c17]Lotfi Souifi, Afef Mdhaffar, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Bernd Freisleben:
InsectDSOT: A Neural Network for Insect Detection in Olive Trees. ICAART (2) 2023: 334-342 - [c16]Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
A Comparative Study of GAN Methods for Physiological Signal Generation. ICPRAM 2023: 707-714 - [c15]Abir Affes, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
A review of usable EEG-based solutions for epileptic seizure prediction. TACC 2023: 194-206 - 2022
- [c14]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: 1-8 - [c13]Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou, Mohamed Jmaiel, Bernd Freisleben:
Disentangling temporal and amplitude variations in ECG synthesis using anchored GANs. SAC 2022: 645-652 - 2019
- [c12]Abir Affes, Afef Mdhaffar, Chahnez Triki, Mohamed Jmaiel, Bernd Freisleben:
A Convolutional Gated Recurrent Neural Network for Epileptic Seizure Prediction. ICOST 2019: 85-96 - [c11]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: 109-121 - 2018
- [c10]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: 30-33 - [c9]Salma Daoud, Afef Mdhaffar, Bernd Freisleben, Mohamed Jmaiel:
A multi-criteria decision making approach for predicting cancer cell sensitivity to drugs. SAC 2018: 47-53 - 2017
- [c8]Hatem Bellaaj, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
An Adaptive Scrum Model for Developing Disease Registries. HEALTHINF 2017: 484-491 - [c7]Afef Mdhaffar, Tarak Chaari, Kaouthar Larbi, Mohamed Jmaiel, Bernd Freisleben:
IoT-based health monitoring via LoRaWAN. EUROCON 2017: 519-524 - 2014
- [c6]Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben:
CEP4CMA: Multi-layer Cloud Performance Monitoring and Analysis via Complex Event Processing. NETYS 2014: 138-152 - [c5]Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben:
CEP4Cloud: Complex Event Processing for Self-Healing Clouds. WETICE 2014: 62-67 - 2013
- [c4]Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel, Bernd Freisleben:
A Dynamic Complex Event Processing Architecture for Cloud Monitoring and Analysis. CloudCom (2) 2013: 270-275 - 2011
- [c3]Afef Mdhaffar, Riadh Ben Halima, Ernst Juhnke, Mohamed Jmaiel, Bernd Freisleben:
AOP4CSM: An Aspect-Oriented Programming Approach for Cloud Service Monitoring. CIT 2011: 363-370 - [c2]Meriam Mahjoub, Afef Mdhaffar, Riadh Ben Halima, Mohamed Jmaiel:
A Comparative Study of the Current Cloud Computing Technologies and Offers. NCCA 2011: 131-134 - 2010
- [c1]Afef Mdhaffar, Soumaya Marzouk, Riadh Ben Halima, Mohamed Jmaiel:
A Runtime Performance Analysis for Web Service-Based Applications. ICWE Workshops 2010: 313-324
Informal and Other Publications
- 2023
- [i3]Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel:
DiffECG: A Generalized Probabilistic Diffusion Model for ECG Signals Synthesis. CoRR abs/2306.01875 (2023) - [i2]Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou, Mohamed Jmaiel:
Deep Generative Models for Physiological Signals: A Systematic Literature Review. CoRR abs/2307.06162 (2023) - 2022
- [i1]Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar, Mohamed Jmaiel, Bernd Freisleben:
Leveraging Statistical Shape Priors in GAN-based ECG Synthesis. CoRR abs/2211.02626 (2022)
Coauthor Index
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