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 learning

Curriculum: Ingegneria dell’Informazione e della Comunicazione

Inizio Dottorato di Ricerca: Novembre 2022
Commissione di affiancamento: prof. Antonio Cianfrani, prof. Lorenzo Piazzo, prof. Rita Asquini


Produzione scientifica

11573/1701481 - 2024 - Energy-minimizing 3D circular trajectory optimization of rotary-wing UAV under probabilistic path-loss in constrained hotspot environments
Baccarelli, Enzo; Scarpiniti, Michele; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: VEHICULAR COMMUNICATIONS (Amsterdam : Elsevier) pp. 1-24 - issn: 2214-2096 - wos: (0) - scopus: 2-s2.0-85184037484 (0)

11573/1678465 - 2023 - Twinned Residual Auto-Encoder (TRAE)-A new DL architecture for denoising super-resolution and task-aware feature learning from COVID-19 CT images
Baccarelli, Enzo; Scarpiniti, Michele; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. 1-24 - issn: 0957-4174 - wos: WOS:000990687300001 (0) - scopus: 2-s2.0-85152621326 (0)

11573/1664669 - 2023 - How much BiGAN and CycleGAN-learned hidden features are effective for COVID-19 detection from CT images? A comparative study
Sarv Ahrabi, Sima; Momenzadeh, Alireza; Baccarelli, Enzo; Scarpiniti, Michele; Piazzo, Lorenzo - 01a Articolo in rivista
rivista: THE JOURNAL OF SUPERCOMPUTING (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 2850-2881 - issn: 0920-8542 - wos: WOS:000844929400001 (0) - scopus: 2-s2.0-85137020972 (0)

11573/1655821 - 2022 - AFAFed—asynchronous fair adaptive federated learning for IoT stream applications
Baccarelli, E.; Scarpiniti, M.; Momenzadeh, A.; Sarv Ahrabi, S. - 01a Articolo in rivista
rivista: COMPUTER COMMUNICATIONS (Butterworth Heinemann Publishers:Linacre House Jordan Hill, Oxford OX2 8DP United Kingdom:011 44 1865 314569, EMAIL: bhmarketing@repp.co.uk, INTERNET: http://www.laxtonsprices.co.uk, Fax: 011 44 1865 314569) pp. 376-402 - issn: 0140-3664 - wos: WOS:000869009100003 (3) - scopus: 2-s2.0-85138357061 (3)

11573/1650358 - 2022 - Exploiting probability density function of deep convolutional autoencoders’ latent space for reliable COVID-19 detection on CT scans
Sarv Ahrabi, S.; Piazzo, L.; Momenzadeh, A.; Scarpiniti, M.; Baccarelli, E. - 01a Articolo in rivista
rivista: THE JOURNAL OF SUPERCOMPUTING (Kluwer Academic Publishers / Massachusetts:PO Box 358, Accord Station:Hingham, MA 02018:(617)871-6600) pp. 12024-12045 - issn: 0920-8542 - wos: WOS:000760698000001 (3) - scopus: 2-s2.0-85125142636 (6)

11573/1600517 - 2022 - A novel unsupervised approach based on the hidden features of deep denoising autoencoders for COVID-19 disease detection
Scarpiniti, M.; Sarv Ahrabi, S.; Baccarelli, E.; Piazzo, L.; Momenzadeh, A. - 01a Articolo in rivista
rivista: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. 1-15 - issn: 0957-4174 - wos: WOS:000744171900001 (17) - scopus: 2-s2.0-85121516838 (22)

11573/1508682 - 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
Baccarelli, E.; Scarpiniti, M.; Momenzadeh, A.; Sarv Ahrabi, S. - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 25716-25757 - issn: 2169-3536 - wos: WOS:000619299400001 (20) - scopus: 2-s2.0-85101078619 (29)

11573/1482330 - 2021 - An accuracy vs. complexity comparison of deep learning architectures for the detection of covid-19 disease
Sarv Ahrabi, S.; Scarpiniti, M.; Baccarelli, E.; Momenzadeh, A. - 01a Articolo in rivista
rivista: COMPUTATION (Basel: MDPI) pp. 1-20 - issn: 2079-3197 - wos: WOS:000610024500001 (14) - scopus: 2-s2.0-85099416376 (17)

11573/1476969 - 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
Scarpiniti, M.; Baccarelli, E.; Momenzadeh, A.; Sarv Ahrabi, S. - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-42 - issn: 2076-3417 - wos: WOS:000605784900001 (2) - scopus: 2-s2.0-85099028492 (4)

11573/1573986 - 2021 - A histogram-based low-complexity approach for the effective detection of COVID-19 disease from CT and X-ray images
Scarpiniti, M.; Sarv Ahrabi, S.; Baccarelli, E.; Piazzo, L.; Momenzadeh, A. - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-25 - issn: 2076-3417 - wos: WOS:000778211900013 (5) - scopus: 2-s2.0-85115747120 (6)

11573/1370829 - 2020 - Optimized training and scalable implementation of Conditional Deep Neural Networks with early exits for Fog-supported IoT applications
Baccarelli, E.; Scardapane, S.; Scarpiniti, M.; Momenzadeh, A.; Uncini, A. - 01a Articolo in rivista
rivista: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 107-143 - issn: 0020-0255 - wos: WOS:000527015900008 (16) - scopus: 2-s2.0-85079906507 (22)

11573/1436688 - 2020 - Metaheuristics and Pontryagin's minimum principle for optimal therapeutic protocols in cancer immunotherapy: a case study and methods comparison
Sarv Ahrabi, Sima; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: JOURNAL OF MATHEMATICAL BIOLOGY (Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229 Previous: Wien, New York, Springer-Verlag.) pp. 691-723 - issn: 0303-6812 - wos: WOS:000552249800001 (3) - scopus: 2-s2.0-85088641485 (3)

11573/1278378 - 2019 - EcoMobiFog–Design and dynamic optimization of a 5G Mobile-Fog-Cloud Multi-Tier ecosystem for the real-time distributed execution of stream applications
Baccarelli, Enzo; Scarpiniti, Michele; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 55565-55608 - issn: 2169-3536 - wos: WOS:000467608600001 (28) - scopus: 2-s2.0-85066869521 (31)

11573/1322459 - 2019 - SmartFog: Training the Fog for the energy-saving analytics of Smart-Meter data
Scarpiniti, M.; Baccarelli, E.; Momenzadeh, A.; Uncini, A. - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-15 - issn: 2076-3417 - wos: WOS:000496258100251 (2) - scopus: 2-s2.0-85073294210 (3)

11573/1260750 - 2019 - VirtFogSim: A parallel toolbox for dynamic energy-delay performance testing and optimization of 5G Mobile-Fog-Cloud virtualized platforms
Scarpiniti, Michele; Baccarelli, Enzo; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-48 - issn: 2076-3417 - wos: WOS:000465017200118 (13) - scopus: 2-s2.0-85063729877 (15)

11573/1139510 - 2018 - Fog-supported delay-constrained energy-saving live migration of VMs over multiPath TCP/IP 5G connections
Baccarelli, Enzo; Scarpiniti, Michele; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 42327-42354 - issn: 2169-3536 - wos: WOS:000442404500012 (11) - scopus: 2-s2.0-85050754379 (18)

11573/1187588 - 2018 - Determination of order in linear fractional differential equations
D'ovidio, Mirko; Loreti, Paola; Momenzadeh, Alireza; Sarv Ahrabi, Sima - 01a Articolo in rivista
rivista: FRACTIONAL CALCULUS & APPLIED ANALYSIS (Berlin; Boston: De Gruyter Wien: Springer Warsaw: Versita Sofia: Inst. of Mathematics and Informatics Bulgarian Acad. of Sciences) pp. 937-948 - issn: 1314-2224 - wos: WOS:000449187800005 (4) - scopus: 2-s2.0-85056660728 (8)

11573/1118214 - 2018 - On failed methods of fractional differential equations. The case of multi-step generalized differential transform method
Sarv Ahrabi, Sima; Momenzadeh, Alireza - 01a Articolo in rivista
rivista: MEDITERRANEAN JOURNAL OF MATHEMATICS (Basel [etc.] : Birkhäuser, 2004-) pp. 1-10 - issn: 1660-5446 - wos: WOS:000434767600002 (1) - scopus: 2-s2.0-85048148866 (3)

11573/1118736 - 2012 - Failure strength of thin-walled cylindrical GFRP composite shell against static internal and external pressure for various volumetric fiber fraction
Gohari, S; Golshan, A; Mostakhdemin, M; Mozafari, F; Momenzadeh, A - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF APPLIED PHYSICS AND MATHEMATICS (Singapore: IACSIT, 2011-) pp. 111-116 - issn: 2010-362X - wos: (0) - scopus: (0)

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