MICHELE SCARPINITI

Professore associato


email: michele.scarpiniti@uniroma1.it
telefono: 0644585869
edificio: RM032
stanza: 121

Michele Scarpiniti è Professore Associato nel settore scientifico disciplinare ING-IND/31 (Elettrotecnica) presso il Dipartimento di Ingegneria dell'Informazione, Elettronica e Telecomunicazioni (DIET) dell'Università di Roma “La Sapienza” dal 2020. Precedentemente, a partire da marzo 2008, è stato Ricercatore Universitario presso lo stesso Dipartimento. Ha conseguito la laurea in Ingegneria Elettronica e il dottorato di ricerca in Ingegneria dell'Informazione e della Comunicazione, entrambi presso la Facoltà di Ingegneria dell'Università di Roma “La Sapienza”. Ha ottenuto l’abilitazione scientifica nazionale (ASN) nel settore scientifico disciplinare ING-IND/31 per la seconda fascia nel bando 2016/2018 e per la prima fascia nel bando 2018/2020.
Gli attuali interessi di ricerca sono nel campo dell'elaborazione non lineare del segnale, dei circuiti e degli algoritmi per l'elaborazione del segnale audio, array processing e la separazione di sorgenti. Inoltre, è attivo su tematiche di filtraggio adattativo non lineare, con particolare enfasi all'identificazione di sistemi non lineari. Altri interessi di ricerca riguardano la cancellazione dell'eco monofonico/stereofonico in ambiente avverso e in presenza di forti distorsioni non lineari e la localizzazione acustica di sorgenti all’interno di ambienti riverberanti. Si interessa anche di machine learning e di reti neurali per l'elaborazione del segnale. L'attività di ricerca è stata intrapresa nell'ambito di diversi progetti strategici nazionali. Dal 2008/09, il Prof. Scarpiniti insegna “Elettrotecnica” nel corso di Laurea in Ingegneria della Sicurezza e dal 2009/10 insegna “Laboratorio per l’elaborazione multimediale” nel corso di Laurea Magistrale in Ingegneria delle Comunicazioni. A partire dal 2017/18 è affidatario di “Laboratorio di programmazione” per il corso di Laurea in Ingegneria delle Comunicazioni. Nel 2012/13 ha anche insegnato “Circuiti a tempo discreto”.
Inoltre, Michele Scarpiniti è membro dell'“Istituto di Ingegneria Elettrica ed Elettronica” (IEEE), dell’“Audio Engineering Society” (AES), per il quale è stato membro del Consiglio Direttivo della Sezione Italiana, e della “Società Italiana Reti Neuroniche” (SIREN), di cui è membro del Consiglio Direttivo.
Michele Scarpiniti è nell'editorial board, in qualità di Associate Editor, della rivista Electronics Letters, edita da IET e della rivista Array, edita da Elsevier e, in qualità di Academic Editor, della rivista Complexity, edita da Wiley/Hindawi. Dal 2006 ha svolto regolarmente attività di revisore per molte riviste e numerose conferenze internazionali. Dal 2012 è anche membro del Comitato Tecnico di alcune conferenze internazionali. Nel 2012 è stato co-organizzatore della Sessione Speciale “Smart Grids: new frontiers and challenges” al Workshop Italiano per le Reti Neurali (WIRN 2012), nel 2016 e 2017 è stato co-organizzatore delle Sessioni Speciali “Computational Methods for Audio Analysis”, al XXVI IEEE International Workshop on Machine Learning for Signal Processing 2016 (MLSP 2016) e alla 25-esima European Signal Processing Conference (EUSIPCO 2017). Nel 2018 è stato co-organizzatore della sessione speciale “Computational Audio Processing in Real Acoustic Environments” alla 26-esima European Signal Processing Conference (EUSIPCO 2018) e nel 2019 è stato co-organizzatore della sessione speciale “Machine Audition: recent advances and applications” alla 27-esima European Signal Processing Conference (EUSIPCO 2019). Inoltre, è stato membro del Comitato organizzativo delle seguenti conferenze: “48-th International Carnahan Conference on Security Technology (ICCST 2014)” e “International Conference on Nonlinear Speech Processing (NOLISP 2015)”.

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: WOS:001176850600001 (0) - scopus: 2-s2.0-85184037484 (0)

11573/1710630 - 2024 - Multi-resolution twinned residual auto-encoders (MR-TRAE)—a novel DL model for image multi-resolution
Momenzadeh, Alireza; Baccarelli, Enzo; Scarpiniti, Michele; Sarv Ahrabi, Sima - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 1-23 - issn: 1866-9956 - wos: WOS:001228499500001 (0) - scopus: 2-s2.0-85193687517 (0)

11573/1701416 - 2024 - A Scalogram-Based CNN Approach for Audio Classification in Construction Sites
Scarpiniti, M; Parisi, R; Lee, Yc - 01a Articolo in rivista
rivista: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-17 - issn: 2076-3417 - wos: WOS:001138862400001 (1) - scopus: 2-s2.0-85192461962 (2)

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 (2) - scopus: 2-s2.0-85152621326 (3)

11573/1661290 - 2023 - A new class of efficient adaptive filters for online nonlinear modeling
Comminiello, Danilo; Nezamdoust, Alireza; Scardapane, Simone; Scarpiniti, Michele; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS (New York NY: Institute of Electrical and Electronics Engineers, 2013-) pp. 1384-1396 - issn: 2168-2232 - wos: WOS:000857495100001 (3) - scopus: 2-s2.0-85139391519 (3)

11573/1701395 - 2023 - Quaternion gated recurrent units for renewable energy. Improving power forecasting
Marco, Gianfranco Di; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023) (Istanbul; Turkey)
libro: Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023) - (979-8-3503-2649-9)

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 (2) - scopus: 2-s2.0-85137020972 (4)

11573/1693489 - 2023 - Generating New Sounds by Vector Arithmetic in the Latent Space of the MelGAN Architecture
Scarpiniti, M.; Massaro, E.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-981-99-3591-8; 978-981-99-3592-5)

11573/1693486 - 2023 - Leaky Echo State Network for Audio Classification in Construction Sites
Scarpiniti, Michele; Bini, Edoardo; Ferraro, Marco; Giannetti, Alessandro; Comminiello, Danilo; Lee, Yong-Cheol; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-981-99-3591-8; 978-981-99-3592-5)

11573/1692643 - 2023 - A U-Net Based Architecture for Automatic Music Transcription
Scarpiniti, Michele; Sigismondi, Edoardo; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP 2023) (Rome; Italy)
libro: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) - (979-8-3503-2411-2)

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 (5) - scopus: 2-s2.0-85138357061 (7)

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 (4) - scopus: 2-s2.0-85125142636 (6)

11573/1658246 - 2022 - CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites
Scarpiniti, M.; Mauri, C.; Comminiello, D.; Uncini, A.; Lee, Y. -C. - 04b Atto di convegno in volume
congresso: 2022 International Joint Conference on Neural Networks (IJCNN 2022) (Padua, Italy)
libro: Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN) - (978-1-7281-8671-9)

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 (19) - scopus: 2-s2.0-85121516838 (24)

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 (23) - scopus: 2-s2.0-85101078619 (33)

11573/1476975 - 2021 - A multimodal deep network for the reconstruction of T2W MR images
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 02a Capitolo o Articolo
libro: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1482338 - 2021 - A wide multimodal dense U-net for fast magnetic resonance imaging
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 04b Atto di convegno in volume
congresso: 28th European Signal Processing Conference, EUSIPCO 2020 (Amsterdam)
libro: European Signal Processing Conference - (978-9-0827-9705-3)

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 (17) - scopus: 2-s2.0-85099416376 (20)

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)

11573/1535986 - 2021 - Deep belief network based audio classification for construction sites monitoring
Scarpiniti, M.; Colasante, F.; Di Tanna, S.; Ciancia, M.; Lee, Y. -C.; Uncini, A. - 01a Articolo in rivista
rivista: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. 1-14 - issn: 0957-4174 - wos: WOS:000693999200005 (27) - scopus: 2-s2.0-85103692216 (32)

11573/1476991 - 2021 - Quaternion widely linear forecasting of air quality
Scarpiniti, M.; Comminiello, D.; Muciaccia, F.; Uncini, A. - 02a Capitolo o Articolo
libro: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1482332 - 2021 - Deep recurrent neural networks for audio classification in construction sites
Scarpiniti, M.; Comminiello, D.; Uncini, A.; Lee, Y. -C. - 04b Atto di convegno in volume
congresso: 28th European Signal Processing Conference, EUSIPCO 2020 (Amsterdam)
libro: European Signal Processing Conference - (978-9-0827-9705-3)

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 (7)

11573/1496937 - 2021 - MATLAB® per l'audio
Scarpiniti, Michele - 03c Manuale Didattico

11573/1552541 - 2021 - Introduzione all'audio real-time: Basi teoriche e prime applicazioni
Scarpiniti, Michele; Salini, Antonio - 03c Manuale Didattico

11573/1476980 - 2021 - Efficient data augmentation using graph imputation neural networks
Spinelli, I.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 02a Capitolo o Articolo
libro: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

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 (18) - scopus: 2-s2.0-85079906507 (24)

11573/1430646 - 2020 - Advanced sound classifiers and performance analyses for accurate audio-based construction project monitoring
Lee, Y. -C.; Scarpiniti, M.; Uncini, A. - 01a Articolo in rivista
rivista: JOURNAL OF COMPUTING IN CIVIL ENGINEERING (American Society of Civil Engineers / ASCE:1801 Alexander Bell Drive, # A776:Reston, VA 20191:(800)548-2723, (703)295-6210, EMAIL: marketing@asce.org, INTERNET: http://www.pubs.asce.org, Fax: (703)295-6211) pp. 1-11 - issn: 0887-3801 - wos: WOS:000609468700003 (26) - scopus: 2-s2.0-85087543898 (35)

11573/1444275 - 2020 - A CNN approach for audio classification in construction sites
Maccagno, Alessandro; Mastropietro, Andrea; Mazziotta, Umberto; Scarpiniti, Michele; Lee, Yong-Cheol; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: The 29th Italian Workshop on Neural Networks (WIRN 2019) (Vietri sul Mare (SA); Italy)
libro: Progresses in Artificial Intelligence and Neural Systems - (978-981-15-5092-8; 978-981-15-5093-5)

11573/1435416 - 2020 - Differentiable branching in deep networks for fast inference
Scardapane, S.; Comminiello, D.; Scarpiniti, M.; Baccarelli, E.; Uncini, A. - 04b Atto di convegno in volume
congresso: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 (Barcelona, Spain)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-5090-6631-5)

11573/1438204 - 2020 - Why should we add early exits to neural networks?
Scardapane, S.; Scarpiniti, M.; Baccarelli, E.; Uncini, A. - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 954-966 - issn: 1866-9956 - wos: WOS:000540934100002 (55) - scopus: 2-s2.0-85086705731 (83)

11573/1351329 - 2020 - Music genre classification using stacked auto-encoders
Scarpiniti, M.; Scardapane, S.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-981-13-8949-8; 978-981-13-8950-4)

11573/1477514 - 2020 - Laboratorio di programmazione. MATLAB® per l'ingegnere dell'informazione
Scarpiniti, Michele - 03c Manuale Didattico

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 (31) - scopus: 2-s2.0-85066869521 (36)

11573/1241843 - 2019 - Steady-state performance of an adaptive combined MISO filter using the multichannel affine projection algorithm
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Uncini, Aurelio - 01a Articolo in rivista
rivista: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 1-20 - issn: 1999-4893 - wos: WOS:000459725100002 (2) - scopus: 2-s2.0-85060478122 (2)

11573/1296853 - 2019 - Frequency-domain adaptive filtering: from real to hypercomplex signal processing
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) (Brighton; United Kingdom)
libro: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) - (978-1-4799-8131-1)

11573/1241933 - 2019 - A low-complexity linear-in-the-parameters nonlinear filter for distorted speech signals
Comminiello, Danilo; Scarpiniti, Michele; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1354459 - 2019 - A multimodal dense U-Net for accelerating multiple sclerosis MRI
Falvo, A.; Comminiello, D.; Scardapane, S.; Scarpiniti, M.; Uncini, A. - 04b Atto di convegno in volume
congresso: 29th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2019 (Pittsburgh, PA, USA)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (978-1-7281-0824-7)

11573/1241928 - 2019 - On 4-dimensional hypercomplex algebras in adaptive signal processing
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

11573/1241930 - 2019 - Learning activation functions from data using cubic spline interpolation
Scardapane, Simone; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

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 (3) - 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 (14) - scopus: 2-s2.0-85063729877 (17)

11573/1335444 - 2019 - Convex combination of spline adaptive filters
Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 27th European Signal Processing Conference (EUSIPCO 2019) (A Coruna, Spain)
libro: Proceedings of the 27th European Signal Processing Conference (EUSIPCO2019) - (978-9-0827-9703-9)

11573/1241924 - 2019 - Separation of drum and bass from monaural tracks
Scarpiniti, Michele; Scardapane, Simone; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-3-319-95097-6; 978-3-319-95098-3)

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 (13) - scopus: 2-s2.0-85050754379 (19)

11573/1200616 - 2018 - Fog of social IoT: when the fog becomes social
Baccarelli, Enzo; Scarpiniti, Michele; Naranjo, Paola G. Vinueza; Vaca-Cardenas, Leticia - 01a Articolo in rivista
rivista: IEEE NETWORK (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 68-80 - issn: 0890-8044 - wos: WOS:000440855200012 (22) - scopus: 2-s2.0-85056884762 (24)

11573/1296850 - 2018 - Sparse functional link adaptive filter using an ℓ1-norm regularization
Comminiello, D.; Scarpiniti, M.; Scardapane, S.; Uncini, A. - 04b Atto di convegno in volume
congresso: 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 (Florence, Italy)
libro: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-5386-4881-0)

11573/1219753 - 2018 - Combined sparse regularization for nonlinear adaptive filters
Comminiello, D; Scarpiniti, M; Scardapane, S; Azpicueta-Ruiz, La; Uncini, A - 04b Atto di convegno in volume
congresso: 26th European Signal Processing Conference (Rome; Italy)
libro: Proceedings of the 26th European Signal Processing Conference (EUSIPCO) - (978-908279701-5)

11573/1107958 - 2018 - Energy performance of heuristics and meta-heuristics for real-time joint resource scaling and consolidation in virtualized networked data centers
Scarpiniti, Michele; Baccarelli, Enzo; Vinueza Naranjo, Paola G.; Uncini, Aurelio - 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. 2161-2198 - issn: 0920-8542 - wos: WOS:000430412400017 (12) - scopus: 2-s2.0-85041852121 (14)

11573/1296931 - 2018 - Spline adaptive filters: Theory and applications
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Adaptive Learning Methods for Nonlinear System Modeling - (9780128129760)

11573/1114024 - 2018 - Design and energy-efficient resource management of virtualized networked Fog architectures for the real-time support of IoT applications
Vinueza Naranjo, Paola G.; Baccarelli, Enzo; Scarpiniti, Michele - 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. 2470-2507 - issn: 0920-8542 - wos: WOS:000433209500009 (49) - scopus: 2-s2.0-85042099045 (63)

11573/1107960 - 2018 - A Supervised Machine Learning-Based Sound Identification for Construction Activity Monitoring and Performance Evaluation
Zhang, Tianyi; Lee, Yong-Cheol; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: Construction Research Congress 2018 (New Orleans, Louisiana)
libro: Construction Research Congress 2018: Construction Information Technology - (978-0-7844-8126-4)

11573/1005134 - 2017 - Fog of everything: energy-efficient networked computing architectures, research challenges, and a case study
Baccarelli, Enzo; Vinueza Naranjo, Paola Gabriela; Scarpiniti, Michele; Shojafar, Mohammad; Abawajy, Jemal H. - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 9882-9910 - issn: 2169-3536 - wos: WOS:000404270600105 (225) - scopus: 2-s2.0-85026456235 (277)

11573/940662 - 2017 - Q*: energy and delay-efficient dynamic queue management in TCP/IP virtualized data centers
Baccarelli, Enzo; Vinueza Naranjo, Paola Gabriela; Shojafar, Mohammad; Scarpiniti, Michele - 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. 89-106 - issn: 0140-3664 - wos: WOS:000399850200008 (30) - scopus: 2-s2.0-85009212750 (36)

11573/946722 - 2017 - Combined nonlinear filtering architectures involving sparse functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, Luis A.; Arenas García, Jerònimo; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 168-178 - issn: 0165-1684 - wos: WOS:000395609800017 (18) - scopus: 2-s2.0-85009911211 (24)

11573/1071501 - 2017 - Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta-Ruiz, Luis A.; Arenas-García, Jerónimo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 25th European Signal Processing Conference (EUSIPCO 2017) (Kos; Greece)
libro: Proceedings of 25th European Signal Processing Conference (EUSIPCO 2017) - ()

11573/946740 - 2017 - Frequency domain quaternion adaptive filters: Algorithms and convergence performance
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 69-80 - issn: 0165-1684 - wos: WOS:000398878200008 (28) - scopus: 2-s2.0-85028261219 (32)

11573/1016711 - 2017 - On the influence of microphone array geometry on the behavior of hypercomplex adaptive filters
Ortolani, Francesca; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: Microwaves, Radar and Remote Sensing Symposium (MRRS) (Kyiv; Ukraine)
libro: Proc. Microwaves, Radar and Remote Sensing Symposium (MRRS) - (978-1-5090-5391-9)

11573/1016725 - 2017 - Advances in hypercomplex adaptive filtering for 3D audio processing
Ortolani, Francesca; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) (Kyiv; Ukraine)
libro: Proc. 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON) - (978-1-5090-3006-4)

11573/1039492 - 2017 - Apprendimento distribuito in scenari single-task e multi-task
Scardapane, S.; Comminiello, D.; Scarpiniti, M.; Panella, M.; Uncini, A. - 04d Abstract in atti di convegno
congresso: XXXIII Riunione Annuale dei Ricercatori di Elettrotecnica (Milano, Italia)
libro: Memorie ET2017 - ()

11573/1006195 - 2017 - Effective blind source separation based on the adam algorithm
Scarpiniti, Michele; Scardapane, Simone; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Multidisciplinary approaches to neural computing - (978-3-319-56903-1)

11573/899408 - 2016 - A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, L. A.; Arenas García, J.; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 26th IEEE International Workshop on Machine Learning for Signal Processing (Vietri sul Mare, SA, Italy)
libro: Proc. of the 26th IEEE International Workshop on Machine Learning for Signal Processing - ()

11573/854633 - 2016 - A nonlinear acoustic echo canceller with improved tracking capabilities
Comminiello, Danilo; Scarpiniti, Michele; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Recent Advances in Nonlinear Speech Processing - (978-3-319-28107-0)

11573/875918 - 2016 - Frequency-domain adaptive filtering in hypercomplex systems
Ortolani, Francesca; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks - Computational Intelligence for ICT - (978-3-319-33746-3)

11573/896070 - 2016 - Design of hybrid nonlinear spline adaptive filters for active noise control
Patel, Vinal; Comminiello, Danilo; Scarpiniti, Michele; George, Nithin V.; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (Vancouver, Canada)
libro: Proceedings of the 2016 International Joint Conference on Neural Networks - ()

11573/875919 - 2016 - Benchmarking functional link expansions for audio classification tasks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks - Computational Intelligence for ICT - (978-3-319-33746-3)

11573/789457 - 2016 - A semi-supervised random vector functional-link network based on the transductive framework
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
rivista: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 156-166 - issn: 0020-0255 - wos: WOS:000378969400011 (36) - scopus: 2-s2.0-84940827101 (41)

11573/914948 - 2016 - Diffusion spline adaptive filtering
Scardapane, Simone; Scarpiniti, Michele; Comminiello, Danilo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 24th European Signal Processing Conference (EUSIPCO) (Budapest, Hungary)
libro: Proc. of the 24th European Signal Processing Conference (EUSIPCO) - ()

11573/847290 - 2016 - Steady-state performance of spline adaptive filter
Scarpiniti, Michele; Comminiello, Danilo; Scarano, Gaetano; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 816-828 - issn: 1053-587X - wos: WOS:000369438500001 (44) - scopus: 2-s2.0-84962016876 (55)

11573/787498 - 2015 - Intelligent acoustic interfaces with multisensor acquisition for immersive reproduction
Comminiello, Danilo; Cecchi, S.; Scarpiniti, Michele; Gasparini, M.; Romoli, L.; Piazza, F.; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON MULTIMEDIA (Institute of Electrical and Electronics Engineers, Inc., Piscataway, NJ) pp. 1262-1272 - issn: 1520-9210 - wos: WOS:000358233000012 (10) - scopus: 2-s2.0-84937231143 (10)

11573/785979 - 2015 - Improving nonlinear modeling capabilities of functional link adaptive filters
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: NEURAL NETWORKS (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 51-59 - issn: 0893-6080 - wos: WOS:000358969900006 (22) - scopus: 2-s2.0-84931268878 (26)

11573/785981 - 2015 - Online selection of functional links for nonlinear system identification
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/797358 - 2015 - Functional Link Expansions for Nonlinear Modeling of Audio and Speech Signals
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2015 International Joint Conference on Neural Networks (Killarney, Ireland)
libro: Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015) - ()

11573/948000 - 2015 - A nonlinear architecture involving a combination of proportionate functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Azpicueta Ruiz, Luis A.; Arenas Garcia, Jeronimo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 23rd European Signal Processing Conference, EUSIPCO 2015 (Nice; France)
libro: 2015 23rd European Signal Processing Conference, EUSIPCO 2015 - (9780992862633)

11573/785982 - 2015 - Integration of audio and video clues for source localization by a robotic head
Parisi, Raffaele; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/797364 - 2015 - An interactive optimization procedure for stereophonic acoustic echo cancellation systems
Romoli, L.; Cecchi, S.; Piazza, F.; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2015 International Joint Conference on Neural Networks (Killarney, Ireland)
libro: Proc. of 2015 International Joint Conference on Neural Networks (IJCNN2015) - ()

11573/670014 - 2015 - Online sequential extreme learning machine with kernels
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 2214-2220 - issn: 2162-237X - wos: WOS:000360437300032 (114) - scopus: 2-s2.0-84939797937 (149)

11573/785980 - 2015 - Significance-based pruning for reservoir’s neurons in echo state networks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks: Computational and Theoretical Issues - (978-3-319-18163-9)

11573/789446 - 2015 - Microphone array based classification for security monitoring in unstructured environments
Scardapane, Simone; Scarpiniti, Michele; Bucciarelli, Marta; Colone, Fabiola; Mansueto, Marcello Vincenzo; Parisi, Raffaele - 01a Articolo in rivista
rivista: AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS (Urban & Fischer Verlag Jena:Postfach 100537, D-07705 Jena Germany:011 49 3641 626430, EMAIL: journals@urbanfischer.de, INTERNET: http://www.urbanfischer.de, Fax: 011 49 3641 626500) pp. 1715-1723 - issn: 1434-8411 - wos: WOS:000362151300019 (10) - scopus: 2-s2.0-84941742384 (14)

11573/601595 - 2015 - Nonlinear system identification using IIR spline adaptive filters
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 30-35 - issn: 0165-1684 - wos: WOS:000346542300004 (37) - scopus: 2-s2.0-84907898577 (50)

11573/786810 - 2015 - Novel cascade spline architectures for the identification of nonlinear systems
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, USA, NJ, 08855) pp. 1825-1835 - issn: 1549-8328 - wos: WOS:000356936100015 (53) - scopus: 2-s2.0-84934283556 (74)

11573/601591 - 2014 - Advanced Intelligent Acoustic Interfaces for Multichannel Audio Reproduction
Comminiello, Danilo; S., Cecchi; M., Gasparini; Scarpiniti, Michele; Uncini, Aurelio; F., Piazza - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (Beijing; China)
libro: Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN2014) - (9781479914845)

11573/568121 - 2014 - Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations
Comminiello, Danilo; Scarpiniti, Michele; Luis A., Azpicueta Ruiz; Jeronimo Arenas, Garcia; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (New York, NY IEEE 2014, 2014-) pp. 1172-1183 - issn: 2329-9290 - wos: WOS:000338122000006 (54) - scopus: 2-s2.0-84911490900 (63)

11573/536169 - 2014 - A preliminary study on Transductive Extreme Learning Machines
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 02a Capitolo o Articolo
congresso: 23rd Workshop of the Italian Neural Networks Society, WIRN 2013 (Vietri sul Mare, Salerno)
libro: Recent Advances of Neural Network Models and Applications - (9783319041285; 9783319041292)

11573/601593 - 2014 - GP-Based Kernel Evolution for L2-Regularization Networks
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: IEEE Congress on Computational Intelligence (Beijing; China)
libro: Proceedings of the 2014 IEEE Congress on Computational Intelligence (IEEE CEC 2014) - (9781479914883)

11573/601592 - 2014 - An Effective Criterion for Pruning Reservoir’s Connections in Echo State Networks
Scardapane, Simone; G., Nocco; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (Beijing; China)
libro: Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN2014) - (9781479914845)

11573/540175 - 2014 - Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 112-123 - issn: 0165-1684 - wos: WOS:000334476600013 (64) - scopus: 2-s2.0-84894084533 (86)

11573/536170 - 2014 - Proportionate algorithms for Blind Source Separation
Scarpiniti, Michele; Comminiello, Danilo; Scardapane, Simone; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
congresso: 23rd Workshop of the Italian Neural Networks Society, WIRN 2013 (Vietri sul Mare, Salerno)
libro: Recent Advances of Neural Network Models and Applications - (9783319041285; 9783319041292)

11573/616987 - 2014 - Security Monitoring Based on Joint Automatic Speaker Recognition and Blind Source Separation
Scarpiniti, Michele; Garzia, Fabio - 04b Atto di convegno in volume
congresso: 48-th International Carnahan Conference on Security Technology (Rome)
libro: Proc. of 48-th International Carnahan Conference on Security Technology - ()

11573/536168 - 2013 - Convex combination of MIMO filters for multichannel acoustic echo cancellation
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
rivista: ISPA (Zagreb : Faculty of Electrical Engineering and Computing, 2001- .) pp. 778-782 - issn: 1845-5921 - wos: WOS:000349789200138 (2) - scopus: 2-s2.0-84896364953 (3)
congresso: 8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013 (Trieste; Italy)
libro: Proceedings of the 8-th International Symposium on Image and Signal Processing and Analysis - (9789531841948)

11573/516510 - 2013 - User-driven quality enhancement for audio signal processing
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
libro: 134-th AES Convention - (9781627485715)

11573/525975 - 2013 - Interactive quality enhancement in acoustic echo cancellation
Comminiello, Danilo; Scardapane, Simone; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2013 36th International Conference on Telecommunications and Signal Processing, TSP 2013 (Rome; Italy)
libro: Proceedings of 36th International Conference on Telecommunications and Signal Processing - (9781479904020; 9781479904037; 9781479904044)

11573/515666 - 2013 - Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation
Comminiello, Danilo; Scarpiniti, Michele; Luis A., Azpicueta Ruiz; Jeronimo Arenas, Garcia; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (Piscataway, N.J. : IEEE, 2006-) pp. 1502-1512 - issn: 1558-7916 - wos: WOS:000318171200001 (129) - scopus: 2-s2.0-84876803454 (163)

11573/516511 - 2013 - Intelligent acoustic interfaces for immersive audio
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
libro: 134-th AES Convention - (9781627485715)

11573/517091 - 2013 - Combined adaptive beamforming schemes for nonstationary interfering noise reduction
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 3306-3318 - issn: 0165-1684 - wos: WOS:000324354900006 (20) - scopus: 2-s2.0-84885372021 (22)

11573/523595 - 2013 - Convergence properties of nonlinear functional link adaptive filters
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: ELECTRONICS LETTERS (Institution of Electrical Engineers:Michael Faraday House, 6 Hills Way, Stevenage Hertfordshire SG1 1AY United Kingdom:011 44 1438 313311, EMAIL: postmaster@iee.org, INTERNET: http://www.iee.org, Fax: 011 44 1438 313465) pp. 858-860 - issn: 0013-5194 - wos: WOS:000322200600014 (11) - scopus: 2-s2.0-84880373371 (13)

11573/525976 - 2013 - Combined adaptive beamforming techniques for noise reduction in changing environments
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2013 36th International Conference on Telecommunications and Signal Processing, TSP 2013 (Rome; Italy)
libro: Proceedings of 36th International Conference on Telecommunications and Signal Processing - (9781479904020; 9781479904037; 9781479904044)

11573/517090 - 2013 - An Empirical and Semi Blind Algorithm for Resolving Overlapped Peaks in Chromatography: Application to the Analysis of Environmental Samples
Mauro, Mecozzi; Scarpiniti, Michele - 01a Articolo in rivista
rivista: APCBEE PROCEDIA () pp. 145-151 - issn: 2212-6708 - wos: WOS:000361484500026 (5) - scopus: (0)

11573/525973 - 2013 - Localization of audio sources by multiple binaural sensors
Parisi, Raffaele; Riccardo, Russo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 2013 18th International Conference on Digital Signal Processing, DSP 2013 (Santorini; Greece)
libro: Proceedings of 18th International Conference on Digital Signal Processing - (9781467358057; 9781467358071)

11573/508249 - 2013 - PM10 forecasting using kernel adaptive filtering: An Italian case study
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Neural Nets and Surroundings - (9783642354663; 9783642354670)

11573/536167 - 2013 - Music classification using extreme learning machines
Scardapane, Simone; Comminiello, Danilo; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
rivista: ISPA (Zagreb : Faculty of Electrical Engineering and Computing, 2001- .) pp. 377-381 - issn: 1845-5921 - wos: WOS:000349789200067 (16) - scopus: 2-s2.0-84896346767 (18)
congresso: 8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013 (Trieste; Italy)
libro: Proceedings of the 8-th International Symposium on Image and Signal Processing and Analysis - (9789531841948)

11573/490830 - 2013 - Nonlinear spline adaptive filtering
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 772-783 - issn: 0165-1684 - wos: WOS:000315316400015 (124) - scopus: 2-s2.0-84871382404 (158)

11573/508251 - 2013 - A collaborative filter approach to adaptive noise cancellation
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Neural Nets and Surroundings - (9783642354663; 9783642354670)

11573/499586 - 2012 - Text Independent Automatic Speaker Recognition System Using Mel-Frequency Cepstrum Coefficients and Gaussian Mixture Models
Alfredo, Maesa; Garzia, Fabio; Scarpiniti, Michele; Cusani, Roberto - 01a Articolo in rivista
rivista: JOURNAL OF INFORMATION SECURITY ([Irvine, Calif.] : Scientific Research Pub.) pp. 335-340 - issn: 2153-1234 - wos: (0) - scopus: (0)

11573/1296955 - 2012 - Un'interfaccia acustica intelligente per comunicazioni immersive in ambienti non stazionari
Comminiello, D.; Scarpiniti, M.; Cirillo, A.; Parisi, R.; Falcone, M.; Uncini, A. - 04b Atto di convegno in volume
congresso: VIII Convegno Nazionale dell'Associazione Italiana di Scienze della Voce (AISV2012) (Rome, Italy)
libro: "La voce nelle applicazioni", Atti dell'VIII Convegno Nazionale AISV - Associazione Italiana di Scienze della Voce - (978-88-7870-7740)

11573/507100 - 2012 - The variable step size regularized block exact affine projection algorithm
Felix, Albu; Dinu, Coltuc; Comminiello, Danilo; Scarpiniti, Michele - 04b Atto di convegno in volume
congresso: 2012 10th International Symposium on Electronics and Telecommunications, ISETC 2012 (Timisoara)
libro: Proc. of 10th International Symposium on Electronics and Telecommunications (ISETC2012) - (9781467311755; 9781467311762; 9781467311779)

11573/481765 - 2012 - Optimization of security communication wired network by means of genetic algorithms
Garzia, Fabio; N., Tirocchi; Scarpiniti, Michele; Cusani, Roberto - 01a Articolo in rivista
rivista: TONG XIN YU WANG LU (Irvine, CA : Scientific Research Publishing) pp. 196-204 - issn: 1947-3826 - wos: (0) - scopus: (0)

11573/427304 - 2012 - Monitoring of marine mucilage formation in Italian seas investigated by infrared spectroscopy and independent component analysis
Mauro, Mecozzi; Marco, Pietroletti; Scarpiniti, Michele; Rita, Acquistucci; Conti, Marcelo Enrique - 01a Articolo in rivista
rivista: ENVIRONMENTAL MONITORING AND ASSESSMENT (Springer Nature Dordrecht Netherlands: Kluwer Academic Publishers) pp. 6025-6036 - issn: 0167-6369 - wos: WOS:000308439900016 (70) - scopus: 2-s2.0-84866532219 (75)

11573/434198 - 2012 - Cepstrum Prefiltering for Binaural Source Localization in Reverberant Environments
Parisi, Raffaele; Flavia, Camoes; Scarpiniti, Michele; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 99-102 - issn: 1070-9908 - wos: WOS:000299068600002 (19) - scopus: 2-s2.0-84855709648 (29)

11573/427300 - 2011 - Functional link based architectures for nonlinear acoustic echo cancellation
Comminiello, Danilo; L. A., Azpicueta Ruiz; Scarpiniti, Michele; Uncini, Aurelio; J., Arenas Garcia - 04b Atto di convegno in volume
congresso: 2011 Joint Workshop on Hands-free Speech Communication and Microphone Arrays, HSCMA'11 (Edinburgh)
libro: Proceedings of Hands-free Speech Communication and Microphone Arrays (HSCMA2011) - (9781457709975; 9781457709999)

11573/1296973 - 2011 - Algoritmi per l'inversione acustica multicanale in ambienti reali
Comminiello, Danilo; Parisi, Raffaele; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 38-esimo Convegno Nazionale dell'Associazione Italiana di Acustica (Rimini, Italia)
libro: Atti del 38-esimo Convegno Nazionale dell'Associazione Italiana di Acustica (AIA 2011) - (978-88-88942-34-6)

11573/376236 - 2011 - Multi-layer Collaborative Microphone Array Beamforming in Presence of Nonstationary Interfering Signals
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Cirillo, Albenzio; Falcone, M; Uncini, Aurelio - 04a Atto di comunicazione a congresso
congresso: International Workshop on Machine Listening in Multisource Environments (Florence, Italy)
libro: Proceedings of International Workshop on Machine Listening in Multisource Environments (Chime2011) - ()

11573/381668 - 2011 - Fourier transform infrared spectroscopic investigation of humic substance samples of different origin and typology supported by chemometric tools
Nicoletta, Calace; Marco, Pietroletti; Bianca Maria, Petronio; Scarpiniti, Michele; Mauro, Mecozzi - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF ENVIRONMENT AND HEALTH ([Olney] : Inderscience, 2007-.) pp. 246-261 - issn: 1743-4955 - wos: (0) - scopus: 2-s2.0-79960522084 (5)

11573/167849 - 2011 - A pre-filtering and post-filtering approach to blind source separation
Scarpiniti, Michele; Bunkheila, Gabriele; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Neural Nets WIRN10 - (9781607506911)

11573/376094 - 2011 - Comparison of Hammerstein and Wiener systems for nonlinear acoustic echo cancelers in reverberant environments
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 17th International Conference on Digital Signal Processing, DSP 2011 (Corfu)
libro: Proceedings of 17th International Conference on Digital Signal Processing (DSP2011) - (9781457702730; 9781457702747)

11573/376228 - 2011 - A Collaborative Approach to Time-Series Prediction
Scarpiniti, Michele; Comminiello, Danilo; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Neural Nets WIRN11 - (9781607509714)

11573/167477 - 2011 - A Geometrically Constrained ICA Algorithm for Blind Separation in Convolutive Environments
Scarpiniti, Michele; F., Di Palma; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Neural Nets WIRN10 - (9781607506911)

11573/225828 - 2010 - Simplified optimal line selection for acoustic localization in the presence of reverberation
Cirillo, Albenzio; Parisi, Raffaele; Scarpiniti, Michele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 18th European Signal Processing Conference, EUSIPCO 2010 (Aalborg; Denmark)
libro: European Signal Processing Conference - ()

11573/224538 - 2010 - A Functional Link Based Nonlinear Echo Canceller Exploiting Sparsity
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04a Atto di comunicazione a congresso
congresso: International Workshop on Acoustic Echo and Noise Control (Tel Aviv, Israel)
libro: Proc. of International Workshop on Acoustic Echo and Noise Control (IWAENC2010) - ()

11573/361015 - 2010 - A Novel Affine Projection Algorithm for Superdirective Microphone Array Beamforming
Comminiello, Danilo; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Symposium on Circuits and Systems Nano-Bio Circuit Fabrics and Systems (ISCAS 2010) (Paris, FRANCE)
libro: Proc. of IEEE International Symposium on Circuits and Systems (ISCAS 2010) - (9781424453085; 9781424453092)

11573/51313 - 2010 - Studio spettroscopico dei meccanismi di formazione e sviluppo colore in macroaggregati di sostanza organica marina.
M., Mecozzi; M., Pietroletti; Scarpiniti, Michele; R., Acquistucci; Conti, Marcelo Enrique - 04a Atto di comunicazione a congresso
congresso: I Giornata della Geochimica Ambientale. Roma, 22.11.2010, ROMA: Societa Geochimica Italiana. (Roma)

11573/229598 - 2010 - Flexible estimation of joint probability and joint cumulative density functions
Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: ELECTRONICS LETTERS (Institution of Electrical Engineers:Michael Faraday House, 6 Hills Way, Stevenage Hertfordshire SG1 1AY United Kingdom:011 44 1438 313311, EMAIL: postmaster@iee.org, INTERNET: http://www.iee.org, Fax: 011 44 1438 313465) pp. 1084-1086 - issn: 0013-5194 - wos: WOS:000280650900027 (1) - scopus: 2-s2.0-77955215896 (1)

11573/224828 - 2009 - Il Sistema Radiocinetelevisivo e le Competenze Territoriali
Besson, R; Cavallini, Simona; Orlandi, Gianni; Panella, Massimo; Piazza, F; Scarpiniti, Michele - 03a Saggio, Trattato Scientifico
libro: Il Sistema Radiocinetelevisivo e le Competenze Territoriali - (8890463902; 9788890463907)

11573/206169 - 2009 - Stereo acoustical echo cancellation based on common poles
Bunkheila, Gabriele; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Digital Signal Processing (DSP 2009) (Greece, Santorini)
libro: Proc. of 16th International Conference on Digital Signal Processing (DSP 2009), - (9781424432974)

11573/144554 - 2009 - Proposal for a deconvolution procedure for the gas chromatographic estimation of pristane and phytane in marine sediments
Mauro, Mecozzi; Scarpiniti, Michele; Emanuela, Ragosta; Marco, Pietroletti; R., Di Mento - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF ENVIRONMENT AND HEALTH ([Olney] : Inderscience, 2007-.) pp. 126-138 - issn: 1743-4955 - wos: (0) - scopus: 2-s2.0-59649120092 (3)

11573/224353 - 2009 - Performance of Acoustic Nonlinear Echo Cancellation in the Presence of Reverberation
Parisi, Raffaele; Russo, R; Scarpiniti, Michele; Uncini, Aurelio - 04a Atto di comunicazione a congresso
congresso: International Symposium Frontiers of Research on Speech and Music (Gwalior, India)
libro: Proc. of International Symposium Frontiers of Research on Speech and Music (FRSM2009) - ()

11573/169831 - 2009 - A Partitioned Frequency Block Algorithm for Blind Separation in Reverberant Environments
Scarpiniti, Michele; A., Picaro; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
congresso: 19th Italian Workshop on Neural Nets, WIRN09 (Vietri sul Mare, Salerno)
libro: Neural Nets WIRN09 - (9781607500728)

11573/224582 - 2009 - A flexible natural gradient approach to blind separation of complex signals
Scarpiniti, Michele; D., Vigliano; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: New Directions in Neural Networks - (9781586039844)

11573/225422 - 2009 - Flexible Blind Signal Separation in the Complex Domain
Scarpiniti, Michele; Daniele, Vigliano; Parisi, Raffaele; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters - (9781605662145; 9781605662152)

11573/226108 - 2009 - Flexible estimation of probability and cumulative density functions
Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: ELECTRONICS LETTERS (Institution of Electrical Engineers:Michael Faraday House, 6 Hills Way, Stevenage Hertfordshire SG1 1AY United Kingdom:011 44 1438 313311, EMAIL: postmaster@iee.org, INTERNET: http://www.iee.org, Fax: 011 44 1438 313465) pp. 1095-1096 - issn: 0013-5194 - wos: WOS:000271279000025 (1) - scopus: 2-s2.0-70349900261 (1)

11573/225612 - 2009 - A Partitioned Frequency Domain Algorithm for Convolutive Blind Source Separation
Scarpiniti, Michele; Picaro, A; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: IEEE International Workshop on Machine Learning for Signal Processing (Grenoble, France)
libro: Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (MLSP'09) - (9781424449477)

11573/144553 - 2008 - Fin whales avoid loud rhythmic low-frequency sounds in the Ligurian Sea
Borsani J., F; Clark C., W; Nani, B; Scarpiniti, Michele - 01a Articolo in rivista
rivista: BIOACOUSTICS (Berkhamsted : A.B. Academic, 1988-) pp. 161-163 - issn: 0952-4622 - wos: (0) - scopus: 2-s2.0-84964506032 (4)

11573/225240 - 2008 - Flexible nonlinear blind signal separation in the complex domain
Daniele, Vigliano; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (World Scientific Publishing Company:PO Box 128, Farrer Road, Singapore 912805 Singapore:011 65 6 4665775, EMAIL: journal@wspc.com.sg, INTERNET: http://www.wspc.com.sg, http://www.worldscinet.com, Fax: 011 65 6 4677667) pp. 105-122 - issn: 0129-0657 - wos: WOS:000255437600005 (8) - scopus: 2-s2.0-44349129006 (9)
congresso: International Joint Conference on Neural Networks (Vancouver, CANADA)

11573/227020 - 2008 - Generalized splitting functions for blind separation of complex signals
Scarpiniti, Michele; Daniele, Vigliano; Parisi, Raffaele; Uncini, Aurelio - 01a Articolo in rivista
rivista: NEUROCOMPUTING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 2245-2270 - issn: 0925-2312 - wos: WOS:000257413300044 (12) - scopus: 2-s2.0-44649085008 (16)

11573/359088 - 2007 - Interfacce Acustiche Intelligenti In Ambienti Confinati
Bunkheila, Gabriele; Cirillo, Albenzio; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04a Atto di comunicazione a congresso
congresso: AES Italian Section, Annual Meeting (Parma)
libro: AES Italian Section, Annual Meeting - ()

11573/233581 - 2007 - Generalized Flexible Splitting Function Outperforms Classical Approaches in Blind Signal Separation of Complex Environment
Scarpiniti, Michele; D., Vigliano; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: 15th International Conference on Digital Signal Processing (Cardiff, UK)
libro: Proc. of International Conference on Digital Signal Processing (DSP 2007) - (9781424408825)

11573/233579 - 2006 - A flexible Blind Source Recovery in Complex Nonlinear Environment
D., Vigliano; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Symposium on Intelligent Control (Monaco, Germania)
libro: Proceedings of the International Symposium on Intelligent Control (ISIC2006) - (9780780397972)

11573/242024 - 2006 - Flexible ICA Approach to the Nonlinear Blind Signal Separation in the Complex Domain
D., Vigliano; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: European Signal Processing Conference (Florence; Italy)
libro: Proceedings of 2006 European Signal Processing Conference - ()

11573/238284 - 2006 - Flexible ICA in Complex and Nonlinear Environment by Mutual Information Minimization
Vigliano, D; Scarpiniti, Michele; Parisi, Raffaele; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: IEEE workshop on machine learning for signal processing (Maynooth, Ireland)
libro: Proceedings of the 2006 IEEE signal processing society workshop on machine learning for signal processing - (9781424406562)

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