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| Achraf Djemal | |
|---|---|
| Telefon: | 38165 |
| Raum: | Reichenhainer Straße 70, Weinhold-Bau, C25.215 (alt: 2/W215) |
| E-Mail: | achraf.djemal@… |
Expertise
- Development of hybrid measurement system based on EMG and EEG and IMU for epilepsy diagnosis.
- Data collection analysis and visualization
- Signal processing for medical applications
- Feature engineering (feature extraction, selection, and evaluation)
- ML/DL models Development and implementation for classification purposes
Publikationen: 11
2025
1 Publication2024
2 Publications2023
1 Publication2022
6 Publications2021
1 Publication
2025
1 Publication
Fast processing and classification of epileptic seizures based on compressed EEG signals
Autoren: Djemal, A.; Kallel, A. Y.; Ouni, C.; El Baccouch, R.; Bouchaala, D.; Kammoun Feki, F.; Charfi Triki, C.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Computers in Biology and Medicine. - Elsevier BV. - 184. 2025, 109346 | DOI: 10.1016/j.compbiomed.2024.109346
Autoren: Djemal, A.; Kallel, A. Y.; Ouni, C.; El Baccouch, R.; Bouchaala, D.; Kammoun Feki, F.; Charfi Triki, C.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Computers in Biology and Medicine. - Elsevier BV. - 184. 2025, 109346 | DOI: 10.1016/j.compbiomed.2024.109346
2024
2 Publications
Design of an Energy Efficient Sensor Node for Wearable Applications
Autoren: Adawy, A.; Djemal, A.; Wang, L.; Bouattour, G.; Fakhfakh, A.; Kanoun, O.
Quelle: International Instrumentation and Measurement Technology Conference (I2MTC), 20-23 May 2024, Glasgow,, pp. 1-6. - IEEE, 2024 | DOI: 10.1109/i2mtc60896.2024.10560674
Autoren: Adawy, A.; Djemal, A.; Wang, L.; Bouattour, G.; Fakhfakh, A.; Kanoun, O.
Quelle: International Instrumentation and Measurement Technology Conference (I2MTC), 20-23 May 2024, Glasgow,, pp. 1-6. - IEEE, 2024 | DOI: 10.1109/i2mtc60896.2024.10560674
Biomimetic Robotic Hand with Highly Sensitive Integrated Nanocomposite Force Sensors for Adaptive Grasping
Autoren: Attaoui, A.; Djemal, A.; Atitallah, B. B.; Jaoui, A. E.; Kanoun, O.
Quelle: 2024 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 20.-21. Juni 2024, Chemnitz, 1-6. - IEEE, 2024 | DOI: 10.1109/rose62198.2024.10591203
Autoren: Attaoui, A.; Djemal, A.; Atitallah, B. B.; Jaoui, A. E.; Kanoun, O.
Quelle: 2024 IEEE International Symposium on Robotic and Sensors Environments (ROSE), 20.-21. Juni 2024, Chemnitz, 1-6. - IEEE, 2024 | DOI: 10.1109/rose62198.2024.10591203
2023
1 Publication
Wearable Electromyography Classification of Epileptic Seizures: A Feasibility Study
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Bioengineering. - MDPI. - 10. 2023, 6, 703 | DOI: 10.3390/bioengineering10060703
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: In: Bioengineering. - MDPI. - 10. 2023, 6, 703 | DOI: 10.3390/bioengineering10060703
2022
6 Publications
Gesture Based Symbiotic Robot Programming for Agile Production
Autoren: Gäbert, C.; Djemal, A.; Hellara, H.; Atitallah, B. B.; Ramalingame, R.; Barioul, R.; Salzseiler, D.; Fricke, E.; Kanoun, O.; Thomas, U.
Quelle: CIVEMSA, 2022, Chemnitz. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853686
Autoren: Gäbert, C.; Djemal, A.; Hellara, H.; Atitallah, B. B.; Ramalingame, R.; Barioul, R.; Salzseiler, D.; Fricke, E.; Kanoun, O.; Thomas, U.
Quelle: CIVEMSA, 2022, Chemnitz. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853686
Artifacts Removal From Epileptic EEG Signal Based on Independent Components Analysis Method
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 22-24 June 2022 , Messina, Italy, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/memea54994.2022.9856560
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 22-24 June 2022 , Messina, Italy, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/memea54994.2022.9856560
Real-Time Model for Dynamic Hand Gestures Classification based on Inertial Sensor
Autoren: Djemal, A.; Hellara, H.; Barioul, R.; Ben Atitallah, B.; Ramalingame, R.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853648
Autoren: Djemal, A.; Hellara, H.; Barioul, R.; Ben Atitallah, B.; Ramalingame, R.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853648
Classification of Dynamic Hand Gestures using Multi Sensors Combinations
Autoren: Hellara, H.; Djemal, A.; Barioul, R.; Ramalingame, R.; Ben Atitallah, B.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-5. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853694
Autoren: Hellara, H.; Djemal, A.; Barioul, R.; Ramalingame, R.; Ben Atitallah, B.; Fricke, E.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-5. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853694
A Hybrid Measurement System for Hand Signs Recognition based on EMG-FMG Measurements
Autoren: Liu, C.; Ben Atitallah, B.; Ramalingame, R.; Barioul, R.; Djemal, A.; Hellara, H.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853644
Autoren: Liu, C.; Ben Atitallah, B.; Ramalingame, R.; Barioul, R.; Djemal, A.; Hellara, H.; Kanoun, O.
Quelle: 2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 15-17 June 2022, Chemnitz, Germany, pp. 1-6. - IEEE, 2022 | DOI: 10.1109/civemsa53371.2022.9853644
Epileptic Seizure Motion Classification based on sEMG and Artificial Neural Network
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 2021 International Workshop on Impedance Spectroscopy (IWIS), 29 September 2021 - 01 October 2021, Chemnitz, Germany, pp. - IEEE, 2021 | DOI: 10.1109/iwis54661.2021.9711793
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 2021 International Workshop on Impedance Spectroscopy (IWIS), 29 September 2021 - 01 October 2021, Chemnitz, Germany, pp. - IEEE, 2021 | DOI: 10.1109/iwis54661.2021.9711793
2021
1 Publication
Tonic-Myoclonic Epileptic Seizure Classification based on Surface Electromyography
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 18th International Multi-Conference on Systems, Signals & Devices (SSD), 22-25 March 2021, 9429401, 1-6. - New York : IEEE, 2021 | DOI: 10.1109/ssd52085.2021.9429401
Autoren: Djemal, A.; Bouchaala, D.; Fakhfakh, A.; Kanoun, O.
Quelle: 18th International Multi-Conference on Systems, Signals & Devices (SSD), 22-25 March 2021, 9429401, 1-6. - New York : IEEE, 2021 | DOI: 10.1109/ssd52085.2021.9429401
| Journal Articles (peer-reviewed): | 2 |
| Conference Papers (peer-reviewed): | 9 |