Foto del docente

Muhammad Azaz Farooq

Tutor didattico

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Ahmed, H. R.; Bastianini, S.; Berteotti, C.; Farooq, M. A.; Lo Martire, V.; Gioiosa, S.; Zoccoli, G.; Rossi, E., A digital twin approach to automated multimodal mouse sleep scoring, in: Journal of Sleep Research, 2026(atti di: Sleep Europe 2026 - The 28th Congress of the ESRS, Maastricht, the Netherlands, 20-23 October 2026) [atti di convegno-poster]

Farooq, Muhammad Azaz; Bellavista, Paolo; Bujari, Armir; Mora, Alessio; Nasir, Jamal; Ahmed, Rohma, FedAdapt-CAD: A Federated Learning Framework for Anomaly Detection with Client-Aware Aggregation and Dynamic Model Adaptation, in: 2026 International Conference on Computing, Networking and Communications (ICNC), «INTERNATIONAL CONFERENCE ON COMPUTING NETWORKING AND COMMUNICATIONS», 2026, pp. 143 - 149 (atti di: International Conference on Computing, Networking and Communications (ICNC 2026), Hawai, USA, February 16-19, 2026) [Contributo in Atti di convegno]

Farooq, Muhammad Azaz; Bellavista, Paolo; Rohma, Hafiza, Reinforcement Learning-based Resource-Aware Adaptive Inference for Heterogeneous Split Federated Learning, in: Digital Communications and Networks, IEEE, 2026, pp. 1 - 6 (atti di: International Conference on Future and Intelligent Networking (FINE 2026), Osaka, Japan, August 26-28, 2026) [Contributo in Atti di convegno]

Ahmed, H. R.; Bastianini, S.; Berteotti, C.; Farooq, M. A.; Gioiosa, S.; Lo Martire, V.; Zoccoli, G.; Rossi, E., SLEEP-Twin:Multimodalsleep-stageclassificationinmiceusingaDigitalTwinframework, in: Abstract Book, 2026(atti di: 14th CONGRESS of the INTERNATIONAL SOCIETY FOR AUTONOMIC NEUROSCIENCE Joint Meeting with EFAS - European Federation of Autonomic Societies, Bologna, Italy, 2-5 September 2026) [atti di convegno-poster]

Farooq, Muhammad Azaz; Bellavista, Paolo; Bujari, Armir; Sita, Alberto, Leveraging AI and MLOps for IoT-Edge-Cloud Industrial Digital Twins: a Practical Case Study, in: Proceedings of the 2025 IEEE Conference on Standards for Communications and Networking, «IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING», 2025, pp. 284 - 289 (atti di: IEEE Conference on Standards for Communications and Networking, Bologna, 15-17 Settembre 2025) [Contributo in Atti di convegno]

Mehmood, M. H.; Hassan, F.; Rahman, A. U.; Rauf, A.; Farooq, M. A., Alzr-Net: A Novel Approach to Detect Alzheimer Disease, in: 2023 3rd International Conference on Communication, Computing and Digital Systems, C-CODE 2023, Institute of Electrical and Electronics Engineers Inc., 2023, pp. 1 - 6 (atti di: 3rd International Conference on Communication, Computing and Digital Systems, C-CODE 2023, Bahria University, pak, 2023) [Contributo in Atti di convegno]

Zhang, Guodong; Liu, Yu; Guo, Wei; Tan, Wenjun; Gong, Zhaoxuan; Farooq, Muhammad Azaz, Automatic heart segmentation based on convolutional networks using attention mechanism, in: Proceedings of SPIE - The International Society for Optical Engineering, SPIE, «PROCEEDINGS OF SPIE», 2022, 12342, pp. 1 - 8 (atti di: 14th International Conference on Digital Image Processing, ICDIP 2022, chn, 2022) [Contributo in Atti di convegno]

Farooq, M. A.; Gong, Z. X.; Liu, Y.; Zubair, M.; Manzoor, A.; Zhang, G., Breast Cancer Detection from Ultrasound Images using Attention UNets Model, in: Proceedings of SPIE - The International Society for Optical Engineering, SPIE, «PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING», 2022, 12342, pp. 161 - 174 (atti di: 14th International Conference on Digital Image Processing, ICDIP 2022, chn, 2022) [Contributo in Atti di convegno]

Ultimi avvisi

Al momento non sono presenti avvisi.