Viewing Mode: Showing All Publications
| Dr. Achraf Djemal | |
|---|---|
| Telefon: | 38165 |
| Raum: | Reichenhainer Straße 70, Weinhold-Bau, C25.215 (alt: 2/W215) |
| E-Mail: | acdj@… |
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: 12
2025
2024
2023
2022
2021
2025
Thesis
Multimodal Classification of Epileptic Seizures based on Systematic Features Extraction from Brain and Motoric Signals
Autor: Djemal, A.
Quelle: Chemnitz : Universitätsverlag Chemnitz, 2025. - 204 S. - Scientific Reports on Measurement and Sensor Technology ; Volume 31 | DOI: 10.51382/978-3-96100-239-9
Autor: Djemal, A.
Quelle: Chemnitz : Universitätsverlag Chemnitz, 2025. - 204 S. - Scientific Reports on Measurement and Sensor Technology ; Volume 31 | DOI: 10.51382/978-3-96100-239-9
Erscheinungsjahr: 2025
ISBN/ ISSN: 978-3-96100-238-2 (print) ; 978-3-96100-239-9 (online)
ISBN/ ISSN: 978-3-96100-238-2 (print) ; 978-3-96100-239-9 (online)
Journal Article
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
Erscheinungsjahr: 2025
ISBN/ ISSN: Print ISSN: 0010-4825 ; Online ISSN: 1879-0534
ISBN/ ISSN: Print ISSN: 0010-4825 ; Online ISSN: 1879-0534
2024
Conference Paper
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
Erscheinungsjahr: 2024
ISBN/ ISSN: Electronic ISBN: 979-8-3503-8090-3; Print on Demand(PoD) ISBN: 979-8-3503-8091-0 ; Electronic ISSN: 2642-2077 ; Print on Demand(PoD) ISSN: 2642-2069
ISBN/ ISSN: Electronic ISBN: 979-8-3503-8090-3; Print on Demand(PoD) ISBN: 979-8-3503-8091-0 ; Electronic ISSN: 2642-2077 ; Print on Demand(PoD) ISSN: 2642-2069
Conference Paper
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
Erscheinungsjahr: 2024
ISBN/ ISSN: Electronic ISBN: 979-8-3503-6236-7 ; Print on Demand(PoD) ISBN: 979-8-3503-6237-4
ISBN/ ISSN: Electronic ISBN: 979-8-3503-6236-7 ; Print on Demand(PoD) ISBN: 979-8-3503-6237-4
2023
Journal Article
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
Erscheinungsjahr: 2023
ISBN/ ISSN: 2306-5354
ISBN/ ISSN: 2306-5354
2022
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-8299-8 ; Print on Demand(PoD) ISBN:978-1-6654-8300-1
ISBN/ ISSN: Electronic ISBN:978-1-6654-8299-8 ; Print on Demand(PoD) ISBN:978-1-6654-8300-1
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
ISBN/ ISSN: Electronic ISBN:978-1-6654-3445-4 ; Print on Demand(PoD) ISBN:978-1-6654-3446-1 ; Electronic ISSN: 2377-9322 Print on Demand(PoD) ; ISSN: 2377-9314
Conference Paper
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
Erscheinungsjahr: 2022
ISBN/ ISSN: Electronic ISBN: 978-1-6654-9472-4 ; Print on Demand(PoD) ISBN: 978-1-6654-9473-1
ISBN/ ISSN: Electronic ISBN: 978-1-6654-9472-4 ; Print on Demand(PoD) ISBN: 978-1-6654-9473-1
2021
Conference Paper
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
Erscheinungsjahr: 2021
ISBN/ ISSN: 978-1-6654-1493-7 ; 978-1-6654-3057-9 ; 2474-0446 ; 2474-0438
ISBN/ ISSN: 978-1-6654-1493-7 ; 978-1-6654-3057-9 ; 2474-0446 ; 2474-0438
| Journal Articles (peer-reviewed): | 2 |
| Conference Papers (peer-reviewed): | 9 |
| Dissertations: | 1 |