ALIREZA MOMENZADEH Dottorando ciclo: XXXVIII email: alireza.momenzadeh@uniroma1.it edificio: San Pietro in Vincoli (DIET) – Palazzina B - RM032, stanza: 1° piano (floor) relatore: prof. Enzo Baccarelli Ricerca: Fog computing for distributed machine learningCurriculum: Ingegneria dell’Informazione e della Comunicazione Inizio Dottorato di Ricerca: Novembre 2022Commissione di affiancamento: prof. Antonio Cianfrani, prof. Lorenzo Piazzo, prof. Rita Asquini Produzione scientifica 11573/1664669 - 2023 - How much BiGAN and CycleGAN-learned hidden features are effective for COVID-19 detection from CT images? A comparative study (01a Articolo in rivista) SIMA SARV AHRABI, ALIREZA MOMENZADEH, Enzo BACCARELLI, MICHELE SCARPINITI, Lorenzo PIAZZO11573/1600517 - 2022 - A novel unsupervised approach based on the hidden features of deep denoising autoencoders for COVID-19 disease detection (01a Articolo in rivista) MICHELE SCARPINITI, SIMA SARV AHRABI, Enzo BACCARELLI, Lorenzo PIAZZO, ALIREZA MOMENZADEH11573/1655821 - 2022 - AFAFed—Asynchronous Fair Adaptive Federated learning for IoT stream applications (01a Articolo in rivista) Enzo BACCARELLI, MICHELE SCARPINITI, ALIREZA MOMENZADEH, SIMA SARV AHRABI11573/1650358 - 2022 - Exploiting probability density function of deep convolutional autoencoders’ latent space for reliable COVID-19 detection on CT scans (01a Articolo in rivista) SIMA SARV AHRABI, Lorenzo PIAZZO, ALIREZA MOMENZADEH, MICHELE SCARPINITI, Enzo BACCARELLI11573/1476969 - 2021 - Deepfogsim: A toolbox for execution and performance evaluation of the inference phase of conditional deep neural networks with early exits atop distributed fog platforms (01a Articolo in rivista) MICHELE SCARPINITI, Enzo BACCARELLI, ALIREZA MOMENZADEH, SIMA SARV AHRABI11573/1508682 - 2021 - Learning-in-the-Fog (LiFo): Deep learning meets Fog Computing for the minimum-energy distributed early-exit of inference in delay-critical IoT realms (01a Articolo in rivista) Enzo BACCARELLI, MICHELE SCARPINITI, ALIREZA MOMENZADEH, SIMA SARV AHRABI11573/1573986 - 2021 - A histogram-based low-complexity approach for the effective detection of COVID-19 disease from CT and X-ray images (01a Articolo in rivista) MICHELE SCARPINITI, SIMA SARV AHRABI, Enzo BACCARELLI, Lorenzo PIAZZO, ALIREZA MOMENZADEH11573/1482330 - 2021 - An accuracy vs. complexity comparison of deep learning architectures for the detection of covid-19 disease (01a Articolo in rivista) SIMA SARV AHRABI, MICHELE SCARPINITI, Enzo BACCARELLI, ALIREZA MOMENZADEH11573/1370829 - 2020 - Optimized training and scalable implementation of Conditional Deep Neural Networks with early exits for Fog-supported IoT applications (01a Articolo in rivista) Enzo BACCARELLI, SIMONE SCARDAPANE, MICHELE SCARPINITI, ALIREZA MOMENZADEH, Aurelio UNCINI11573/1436688 - 2020 - Metaheuristics and Pontryagin's minimum principle for optimal therapeutic protocols in cancer immunotherapy: a case study and methods comparison (01a Articolo in rivista) SIMA SARV AHRABI, ALIREZA MOMENZADEH11573/1278378 - 2019 - EcoMobiFog–Design and dynamic optimization of a 5G Mobile-Fog-Cloud Multi-Tier ecosystem for the real-time distributed execution of stream applications (01a Articolo in rivista) Enzo BACCARELLI, MICHELE SCARPINITI, ALIREZA MOMENZADEH11573/1260750 - 2019 - VirtFogSim: A parallel toolbox for dynamic energy-delay performance testing and optimization of 5G Mobile-Fog-Cloud virtualized platforms (01a Articolo in rivista) MICHELE SCARPINITI, Enzo BACCARELLI, ALIREZA MOMENZADEH11573/1322459 - 2019 - SmartFog: Training the Fog for the energy-saving analytics of Smart-Meter data (01a Articolo in rivista) MICHELE SCARPINITI, Enzo BACCARELLI, ALIREZA MOMENZADEH, Aurelio UNCINI11573/1118214 - 2018 - On failed methods of fractional differential equations. The case of multi-step generalized differential transform method (01a Articolo in rivista) SIMA SARV AHRABI, ALIREZA MOMENZADEH11573/1187588 - 2018 - Determination of order in linear fractional differential equations (01a Articolo in rivista) MIRKO D'OVIDIO, Paola LORETI, ALIREZA MOMENZADEH, SIMA SARV AHRABI11573/1139510 - 2018 - Fog-supported delay-constrained energy-saving live migration of VMs over multiPath TCP/IP 5G connections (01a Articolo in rivista) Enzo BACCARELLI, MICHELE SCARPINITI, ALIREZA MOMENZADEH11573/1118736 - 2012 - Failure strength of thin-walled cylindrical GFRP composite shell against static internal and external pressure for various volumetric fiber fraction (01a Articolo in rivista) ALIREZA MOMENZADEH