11573/1702192 - 2024 -
Convolutional neural networks for the detection of esca disease complex in asymptomatic grapevine leaves Carraro, A.; Saurio, G.; Lopez-Maestresalas, A.; Scardapane, S.; Marinello, F. - 04b Atto di convegno in volume
congresso: Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (Udine; Italy)
libro: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (9783031510229; 9783031510236)
11573/1702063 - 2024 -
ArcheoWeedNet: Weed Classification in the Parco archeologico del Colosseo Saurio, G.; Muscas, M.; Spinelli, I.; Rughetti, V.; Della Giovampaola, I.; Scardapane, S. - 04b Atto di convegno in volume
congresso: Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023 (Udine; Italia)
libro: Image Analysis and Processing - ICIAP 2023 Workshops - (9783031510229; 9783031510236)
11573/1693989 - 2024 -
Explainable spatio-temporal Graph Neural Networks for multi-site photovoltaic energy production Verdone, A.; Scardapane, S.; Panella, M. - 01a Articolo in rivista
rivista: APPLIED ENERGY (Oxford, United Kingdom: Elsevier Applied Science
-London: Applied Science Publishers, 1975-.) pp. 1-13 - issn: 0306-2619 - wos: WOS:001102802800001 (0) - scopus: 2-s2.0-85175323427 (0)
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 (1) - scopus: 2-s2.0-85139391519 (1)
11573/1693645 - 2023 -
On the robustness of vision transformers for in-flight monocular depth estimation Ercolino, Simone; Devoto, Alessio; Monorchio, Luca; Santini, Matteo; Mazzaro, Silvio; Scardapane, Simone - 01a Articolo in rivista
rivista: Industrial Artificial Intelligence (Springer) pp. - - issn: 2731-667X - wos: (0) - scopus: (0)
11573/1686264 - 2023 -
Towards artificial intelligence applications in next generation cytopathology Giarnieri, Enrico; Scardapane, Simone - 01a Articolo in rivista
rivista: BIOMEDICINES (Basel : MDPI) pp. 1-11 - issn: 2227-9059 - wos: WOS:001056552100001 (4) - scopus: 2-s2.0-85168879276 (4)
11573/1702037 - 2023 -
Probabilistic Load Forecasting With Reservoir Computing Guerra, Michele; Scardapane, Simone; Bianchi, Filippo Maria - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 145989-146002 - issn: 2169-3536 - wos: WOS:001132142400001 (0) - scopus: 2-s2.0-85180281415 (0)
11573/1702039 - 2023 -
Explainability in subgraphs-enhanced Graph Neural Networks Guerra, Michele; Spinelli, Indro; Scardapane, Simone; Bianchi, Filippo Maria - 04b Atto di convegno in volume
congresso: Northern Lights Deep Learning Workshop 2023 (Tromso; Norway)
libro: Vol. 4 (2023): Proceedings of the Northern Lights Deep Learning Workshop 2023 - ()
11573/1684326 - 2023 -
Learning speech emotion representations in the quaternion domain Guizzo, Eric; Weyde, Tillman; Scardapane, Simone; Comminiello, Danilo - 01a Articolo in rivista
rivista: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING (New York, NY IEEE 2014, 2014-) pp. 1200-1212 - issn: 2329-9290 - wos: WOS:000953588000002 (5) - scopus: 2-s2.0-85149423370 (6)
11573/1693646 - 2023 -
Interpreting black-box models. A review on explainable artificial intelligence Hassija, V.; Chamola, V.; Mahapatra, A.; Singal, A.; Goel, D.; Huang, K.; Scardapane, S.; Spinelli, I.; Mahmud, M.; Hussain, A. - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York : Springer) pp. 1-30 - issn: 1866-9964 - wos: WOS:001060142200001 (14) - scopus: 2-s2.0-85168561911 (29)
11573/1686452 - 2023 -
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition Maglianella, L.; Nicoletti, L.; Giagu, S.; Napoli, C.; Scardapane, S. - 01a Articolo in rivista
rivista: COMPUTING AND SOFTWARE FOR BIG SCIENCE (Cham Switzerland: Springer International Publishing, [2017]-) pp. 1-18 - issn: 2510-2044 - wos: (0) - scopus: 2-s2.0-85167397016 (0)
11573/1665436 - 2023 -
Inferring 3D change detection from bitemporal optical images Marsocci, Valerio; Coletta, Virginia; Ravanelli, Roberta; Scardapane, Simone; Crespi, Mattia - 01a Articolo in rivista
rivista: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (Amsterdam Netherlands: Elsevier BV) pp. 325-339 - issn: 0924-2716 - wos: WOS:000923862700001 (7) - scopus: 2-s2.0-85146148106 (6)
11573/1702038 - 2023 -
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates Marsocci, Valerio; Gonthier, Nicolas; Garioud, Anatol; Scardapane, Simone; Mallet, Clément - 04b Atto di convegno in volume
congresso: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Vancouver, Canada)
libro: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - (9798350302493)
11573/1702036 - 2023 -
Continual Barlow Twins: Continual Self-Supervised Learning for Remote Sensing Semantic Segmentation Marsocci, Valerio; Scardapane, Simone - 01a Articolo in rivista
rivista: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (Piscataway, N.J. : IEEE, 2008-) pp. 5049-5060 - issn: 1939-1404 - wos: WOS:001012829300003 (3) - scopus: 2-s2.0-85161055834 (6)
11573/1702059 - 2023 -
Continual self-supervised learning in Earth observation with embedding regularization Moieez, Hamna; Marsocci, Valerio; Scardapane, Simone - 04b Atto di convegno in volume
congresso: 2023 IEEE International Geoscience and Remote Sensing Symposium (Pasadena; US)
libro: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium - ()
11573/1695410 - 2023 -
ICML 2023 topological deep learning challenge. Design and results Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('A)Rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('E)N; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina - 04b Atto di convegno in volume
congresso: International Conference on Machine Learning (Honolulu; Hawaii)
libro: Proceedings of Machine Learning Research - ()
11573/1669282 - 2023 -
Rearranging Pixels is a Powerful Black-Box Attack for RGB and Infrared Deep Learning Models Pomponi, Jary; Dantoni, Daniele; Alessandro, Nicolosi; Scardapane, Simone - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 11298-11306 - issn: 2169-3536 - wos: WOS:000934952000001 (0) - scopus: 2-s2.0-85148429464 (0)
11573/1686918 - 2023 -
Continual learning with invertible generative models Pomponi, Jary; Scardapane, Simone; 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. 606-616 - issn: 0893-6080 - wos: WOS:001010764300001 (0) - scopus: 2-s2.0-85160203766 (0)
11573/1693643 - 2023 -
Machine Un-learning. An overview of techniques, applications, and future directions Sai, S.; Mittal, U.; Chamola, V.; Huang, K.; Spinelli, I.; Scardapane, S.; Tan, Z.; Hussain, A. - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York : Springer) pp. 1-25 - issn: 1866-9964 - wos: WOS:001094347900001 (0) - scopus: 2-s2.0-85175606672 (0)
11573/1695338 - 2023 -
Drop edges and adapt. A fairness enforcing fine-tuning for graph neural networks Spinelli, I.; Bianchini, R.; Scardapane, S. - 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. 159-167 - issn: 0893-6080 - wos: WOS:001076417000001 (0) - scopus: 2-s2.0-85169037129 (0)
11573/1702188 - 2023 -
Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability Spinelli, Indro; Guerra, Michele; Bianchi, Filippo Maria; Scardapane, Simone - 04b Atto di convegno in volume
congresso: European Symposium on Artificial Neural Networks (Bruges, Belgium)
libro: ESANN 2023 proceedings - (978-2-87587-088-9)
11573/1697348 - 2023 -
EGG-GAE: scalable graph neural networks for tabular data imputation Telyatnikov, L.; Scardapane, S. - 04b Atto di convegno in volume
congresso: 26th International Conference on Artificial Intelligence and Statistics, AISTATS 2023 (Palau de Congressos, esp)
libro: International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain - ()
11573/1702065 - 2023 -
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach Torda, T.; Gargiulo, S.; Grillo, G.; Ciardiello, A.; Voena, C.; Giagu, S.; Scardapane, S. - 04b Atto di convegno in volume
congresso: 2nd AIxIA Workshop on Artificial Intelligence for Healthcare, HC@AIxIA 2023 (Roma; Italy)
libro: Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) - ()
11573/1637385 - 2022 -
Handwriting Declines With Human Aging: A Machine Learning Study Asci, Francesco; Scardapane, Simone; Zampogna, Alessandro; D'onofrio, Valentina; Testa, Lucia; Patera, Martina; Falletti, Marco; Marsili, Luca; Suppa, Antonio - 01a Articolo in rivista
rivista: FRONTIERS IN AGING NEUROSCIENCE (Lausanne : Frontiers Research Foundation, 2009-) pp. 889930- - issn: 1663-4365 - wos: WOS:000798725400001 (2) - scopus: 2-s2.0-85130736155 (3)
11573/1671585 - 2022 -
Engagement Detection with Multi-Task Training in E-Learning Environments Copur, O; Nakip, M; Scardapane, S; Slowack, J - 04b Atto di convegno in volume
congresso: International Conference on Image Analysis and Processing (Lecce (Italy))
libro: ICIAP 2022: Image Analysis and Processing – ICIAP 2022 - (978-3-031-06432-6; 978-3-031-06433-3)
11573/1671578 - 2022 -
Re-identification of objects from aerial photos with hybrid siamese neural networks Devoto, A.; Spinelli, I.; Murabito, F.; Chiovoloni, F.; Musmeci, R.; Scardapane, S. - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (Institute of Electrical and Electronics Engineers.IEEE) pp. 1-9 - issn: 1551-3203 - wos: WOS:000965676800001 (1) - scopus: 2-s2.0-85133733758 (1)
Farkhondeh, A.; Palmero, C.; Scardapane, S.; Escalera, S. - 04b Atto di convegno in volume
congresso: 33rd British Machine Vision Conference Proceedings, BMVC 2022 (London; UK)
libro: BMVC 2022 - 33rd British Machine Vision Conference Proceedings - ()
11573/1611118 - 2022 -
Self-supervised learning for medieval handwriting identification. A case study from the Vatican Apostolic Library Lastilla, L.; Ammirati, S.; Firmani, D.; Komodakis, N.; Merialdo, P.; Scardapane, S. - 01a Articolo in rivista
rivista: INFORMATION PROCESSING & MANAGEMENT (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. 1-20 - issn: 0306-4573 - wos: WOS:000754709000001 (1) - scopus: 2-s2.0-85124193308 (4)
11573/1612482 - 2022 -
A probabilistic re-intepretation of confidence scores in multi-exit models Pomponi, J.; Scardapane, S.; Uncini, A. - 01a Articolo in rivista
rivista: ENTROPY (Basel : MDPI, 1999-) pp. 1-14 - issn: 1099-4300 - wos: WOS:000746263200001 (3) - scopus: 2-s2.0-85122137502 (3)
11573/1656186 - 2022 -
Pixle: a fast and effective black-box attack based on rearranging pixels Pomponi, Jary; Scardapane, Simone; Uncini, Aurelio - 02a Capitolo o Articolo
libro: 2022 International Joint Conference on Neural Networks (IJCNN) - (978-1-7281-8671-9)
11573/1671583 - 2022 -
Evaluating Adversarial Attacks and Defences in Infrared Deep Learning Monitoring Systems Spasiano, F; Gennaro, G; Scardapane, S - 04b Atto di convegno in volume
congresso: 2022 International Joint Conference on Neural Networks (IJCNN) (Padova (Italy))
libro: 2022 International Joint Conference on Neural Networks (IJCNN) - (978-1-7281-8671-9)
11573/1671581 - 2022 -
A meta-learning approach for training explainable graph neural networks Spinelli, I.; Scardapane, S.; Uncini, A. - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1-9 - issn: 2162-237X - wos: WOS:000795116700001 (4) - scopus: 2-s2.0-85132538173 (3)
11573/1658030 - 2022 -
Multi-site Forecasting of Energy Time Series with Spatio-Temporal Graph Neural Networks Verdone, A.; Scardapane, S.; Panella, M. - 04b Atto di convegno in volume
congresso: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padova, Italy)
libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)
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)
11573/1547542 - 2021 -
Flexible generative adversarial networks with non-parametric activation functions Grassucci, E.; Scardapane, S.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-981-15-5092-8; 978-981-15-5093-5)
11573/1554134 - 2021 -
A calibrated multiexit neural network for detecting urothelial cancer cells Lilli, L.; Giarnieri, E.; Scardapane, S. - 01a Articolo in rivista
rivista: COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (-London: Hindawi
-Cairo: Hindawi
-Abingdon: Taylor & Francis) pp. 1-11 - issn: 1748-6718 - wos: WOS:000670469900001 (3) - scopus: 2-s2.0-85108963530 (4)
11573/1612489 - 2021 -
Avalanche. An end-to-end library for continual learning Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D. - 04b Atto di convegno in volume
congresso: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021 (Nashville; USA)
libro: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops - (978-1-6654-4899-4)
11573/1583234 - 2021 -
MARE: Self-supervised multi-attention REsu-net for semantic segmentation in remote sensing Marsocci, V.; Scardapane, S.; Komodakis, N. - 01a Articolo in rivista
rivista: REMOTE SENSING (Basel : Molecular Diversity Preservation International) pp. - - issn: 2072-4292 - wos: WOS:000689966300001 (11) - scopus: 2-s2.0-85113363630 (12)
11573/1612484 - 2021 -
Structured ensembles. An approach to reduce the memory footprint of ensemble methods Pomponi, J.; Scardapane, S.; Uncini, A. - 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. 407-418 - issn: 0893-6080 - wos: WOS:000704005300022 (3) - scopus: 2-s2.0-85115391923 (3)
11573/1503663 - 2021 -
Bayesian neural networks with maximum mean discrepancy regularization Pomponi, Jary; Scardapane, Simone; 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. - - issn: 0925-2312 - wos: WOS:000663418700002 (6) - scopus: 2-s2.0-85101401843 (11)
11573/1486181 - 2021 -
Distributed training of graph convolutional networks Scardapane, S; Spinelli, I; Di Lorenzo, P - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (New York, NY : IEEE Signal Processing Society [u.a.]) pp. 87-100 - issn: 2373-776X - wos: WOS:000608678000001 (10) - scopus: 2-s2.0-85098777287 (9)
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)
11573/1612486 - 2021 -
Fairdrop. Biased edge dropout for enhancing fairness in graph representation learning Spinelli, Indro; Scardapane, Simone; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE (Piscataway NJ: IEEE) pp. 1-11 - issn: 2691-4581 - wos: (0) - scopus: 2-s2.0-85132958155 (15)
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)
11573/1503646 - 2020 -
Reservoir computing approaches for representation and classification of multivariate time series Bianchi, Filippo Maria; Scardapane, Simone; Lokse, Sigurd; Jenssen, Robert - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1-11 - issn: 2162-237X - wos: WOS:000647397200029 (57) - scopus: 2-s2.0-85105559512 (66)
11573/1547550 - 2020 -
Quaternion neural networks for 3D sound source localization in reverberant environments Celsi, M. R.; Scardapane, S.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 30th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2020 (Espoo, Finland)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (978-1-7281-6662-9)
11573/1409424 - 2020 -
Efficient continual learning in neural networks with embedding regularization Pomponi, J.; Scardapane, S.; Lomonaco, V.; Uncini, A. - 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. 139-148 - issn: 0925-2312 - wos: WOS:000535918700013 (16) - scopus: 2-s2.0-85080091535 (21)
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 (36) - scopus: 2-s2.0-85086705731 (66)
11573/1411941 - 2020 -
Complex-valued neural networks with nonparametric activation functions Scardapane, S.; Van Vaerenbergh, S.; Hussain, A.; Uncini, A. - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (IEEE Computational Intelligence Society & IEEE Computer Society) pp. 140-150 - issn: 2471-285X - wos: WOS:000646042400005 (37) - scopus: 2-s2.0-85082980343 (48)
11573/1702194 - 2020 -
Multikernel Activation Functions: Formulation and a Case Study Scardapane, Simone; Nieddu, Elena; Firmani, Donatella; Merialdo, Paolo - 04b Atto di convegno in volume
congresso: 2019 INNS Big Data and Deep Learning conference (Sestri Levante; Italy)
libro: Recent Advances in Big Data and Deep Learning - (9783030168407; 9783030168414)
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)
11573/1486183 - 2020 -
Adaptive propagation graph convolutional network Spinelli, I; Scardapane, S; Uncini, A - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS () pp. 1-6 - issn: 2162-2388 - wos: WOS:000704111000042 (40) - scopus: 2-s2.0-85117164528 (34)
11573/1486185 - 2020 -
Missing data imputation with adversarially-trained graph convolutional networks Spinelli, I; Scardapane, S; Uncini, A - 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. 249-260 - issn: 0893-6080 - wos: WOS:000555878900001 (60) - scopus: 2-s2.0-85086438644 (67)
11573/1503640 - 2020 -
A non-parametric softmax for improving neural attention in time-series forecasting Totaro, S.; Hussain, A.; Scardapane, S. - 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. 177-185 - issn: 0925-2312 - wos: WOS:000509741100015 (12) - scopus: 2-s2.0-85076542316 (16)
11573/1503651 - 2020 -
Compressing deep-quaternion neural networks with targeted regularisation Vecchi, R.; Scardapane, S.; Comminiello, D.; Uncini, A. - 01a Articolo in rivista
rivista: CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY ([Stevenage]: IET) pp. 172-176 - issn: 2468-6557 - wos: WOS:000597168000005 (10) - scopus: 2-s2.0-85091752138 (12)
11573/1335709 - 2019 -
Quaternion convolutional neural networks for detection and localization of 3D sound events Comminiello, D; Lella, M; Scardapane, S; Uncini, A - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton; United Kingdom)
libro: Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (978-147998131-1)
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)
11573/1450441 - 2019 -
Distributed stochastic nonconvex optimization and learning based on successive convex approximation Di Lorenzo, P.; Scardapane, S. - 04b Atto di convegno in volume
congresso: 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019 (Pacific Grove; United States)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (978-1-7281-4300-2)
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)
11573/1290928 - 2019 -
Kafnets: Kernel-based non-parametric activation functions for neural networks Scardapane, S.; Van Vaerenbergh, S.; Totaro, S.; Uncini, A. - 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. 19-32 - issn: 0893-6080 - wos: WOS:000456713300003 (37) - scopus: 2-s2.0-85057070326 (44)
11573/1335704 - 2019 -
Widely linear kernels for complex-valued Kernel activation functions Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Uncini, A - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton; UK)
libro: Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (978-147998131-1)
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)
11573/1241924 - 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)
11573/1335717 - 2018 -
Bidirectional deep-readout echo state networks Bianchi, F. M.; Scardapane, S.; Lokse, S.; Jenssen, R. - 04b Atto di convegno in volume
congresso: 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2018 (Bruges, Belgium)
libro: ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - (978-287587047-6)
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)
11573/1335688 - 2018 -
Bayesian random vector functional-link networks for robust data modeling Scardapane, S.; Wang, D.; Uncini, A. - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON CYBERNETICS (New York, NY : Institute of Electrical and Electronics Engineers, Inc., [2013]-) pp. 2049-2059 - issn: 2168-2267 - wos: WOS:000435342100009 (24) - scopus: 2-s2.0-85028946665 (27)
11573/1335713 - 2018 -
Recurrent neural networks with flexible gates using kernel activation functions Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Totaro, S; Uncini, A - 04b Atto di convegno in volume
congresso: IEEE International Workshop on Machine Learning for Signal Processing (Aalborg, Denmark)
libro: Proceedings 28th IEEE International Workshop on Machine Learning for Signal Processing - ()
11573/1335711 - 2018 -
Improving graph convolutional networks with non-parametric activation functions Scardapane, S; Van Vaerenbergh, S; Comminiello, D; Uncini, A - 04b Atto di convegno in volume
congresso: European Signal Processing Conference (Rome, Italy)
libro: Proceedings 26th European Signal Processing Conference - (978-908279701-5)
11573/869673 - 2018 -
Privacy-preserving data mining for distributed medical scenarios Scardapane, Simone; Altilio, Rosa; Ciccarelli, V.; Uncini, Aurelio; Panella, Massimo - 02a Capitolo o Articolo
libro: Multidisciplinary Approaches to Neural Computing - (978-3-319-56903-1)
11573/1119415 - 2018 -
Stochastic training of neural networks via successive convex approximations Scardapane, Simone; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 4947-4956 - issn: 2162-237X - wos: WOS:000445351300032 (6) - scopus: 2-s2.0-85041684459 (7)
11573/902811 - 2017 -
Fully decentralized semi-supervised learning via privacy-preserving matrix completion Fierimonte, Roberto; Scardapane, Simone; Uncini, Aurelio; Panella, Massimo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 2699-2711 - issn: 2162-237X - wos: WOS:000413403900020 (28) - scopus: 2-s2.0-85034822103 (39)
11573/1335723 - 2017 -
In codice ratio: OCR of handwritten Latin documents using deep convolutional networks Firmani, D.; Merialdo, P.; Nieddu, E.; Scardapane, S. - 04b Atto di convegno in volume
congresso: 11th International Workshop on Artificial Intelligence for Cultural Heritage, AI*CH 2017 (Bari; Italy)
libro: AI*CH 2017 Artificial Intelligence for Cultural Heritage - ()
11573/1335691 - 2017 -
Advances in biologically inspired reservoir computing Scardapane, S.; Butcher, J. B.; Bianchi, F. M.; Malik, Z. K. - 01m Editorial/Introduzione in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 295-296 - issn: 1866-9956 - wos: WOS:000402819900001 (3) - scopus: 2-s2.0-85018321564 (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 - ()
11573/1335694 - 2017 -
Randomness in neural networks: an overview Scardapane, S.; Wang, D. - 01a Articolo in rivista
rivista: WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY (Hoboken, N.J. : John Wiley & Sons) pp. - - issn: 1942-4787 - wos: WOS:000397257100001 (173) - scopus: 2-s2.0-85013270103 (233)
11573/1335728 - 2017 -
On the use of deep recurrent neural networks for detecting audio spoofing attacks Scardapane, S; Stoffl, L; Rohrbein, F; Uncini, A - 04b Atto di convegno in volume
congresso: 2017 International Joint Conference on Neural Networks (Anchorage; United States)
libro: Proceedings of the 2017 International Joint Conference on Neural Networks - ()
11573/947999 - 2017 -
Group sparse regularization for deep neural networks Scardapane, Simone; Comminiello, Danilo; Hussain, Amir; 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. 81-89 - issn: 0925-2312 - wos: WOS:000398752700008 (240) - scopus: 2-s2.0-85013055161 (317)
11573/966754 - 2017 -
A framework for parallel and distributed training of neural networks Scardapane, Simone; Di Lorenzo, Paolo - 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. 42-54 - issn: 0893-6080 - wos: WOS:000405461500005 (16) - scopus: 2-s2.0-85018724489 (19)
11573/966773 - 2017 -
Semi-supervised echo state networks for audio classification Scardapane, Simone; Uncini, Aurelio - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 125-135 - issn: 1866-9956 - wos: WOS:000394418100009 (20) - scopus: 2-s2.0-84995752876 (33)
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)
11573/1335726 - 2017 -
Recursive multikernel filters exploiting nonlinear temporal structure Van Vaerenbergh, S; Scardapane, S; Santamaria, I - 04b Atto di convegno in volume
congresso: 25th European Signal Processing Conference (Kos; Greece)
libro: Proceedings 25th European Signal Processing Conference - (978-099286267-1)
11573/843415 - 2016 -
Granular computing techniques for classification and semantic characterization of structured data Bianchi, Filippo Maria; Scardapane, Simone; Rizzi, Antonello; Uncini, Aurelio; Sadeghian, Alireza - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 442-461 - issn: 1866-9956 - wos: WOS:000376284900005 (18) - scopus: 2-s2.0-84952054873 (19)
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)
11573/966764 - 2016 -
Parallel and distributed training of neural networks via successive convex approximation Di Lorenzo, Paolo; Scardapane, Simone - 04b Atto di convegno in volume
congresso: 26th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings (Salerno)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (9781509007462)
11573/903328 - 2016 -
A comparison of consensus strategies for distributed learning of random vector functional-link networks Fierimonte, Roberto; Scardapane, Simone; Panella, Massimo; Uncini, Aurelio - 02a Capitolo o Articolo
libro: Advances in Neural Networks: Computational Intelligence for ICT - (978-3-319-33746-3; 978-3-319-33747-0)
11573/869643 - 2016 -
Apprendimento distribuito di reti neurali e neurofuzzy Scardapane, Simone; Altilio, Rosa; Fierimonte, R.; Uncini, Aurelio; Panella, Massimo - 04d Abstract in atti di convegno
congresso: XXXII Riunione Annuale dei Ricercatori di Elettrotecnica (Palermo, Italia)
libro: Memorie ET2016 - ()
11573/913989 - 2016 -
Distributed spectral clustering based on Euclidean distance matrix completion Scardapane, Simone; Altilio, Rosa; Panella, Massimo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (Vancouver, Canada)
libro: Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2016) - (978-1-5090-0620-5; 978-1-5090-0619-9)
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 (35) - scopus: 2-s2.0-84940827101 (39)
11573/873289 - 2016 -
Distributed semi-supervised support vector machines Scardapane, Simone; Fierimonte, R.; Di Lorenzo, P.; Panella, Massimo; 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. 43-52 - issn: 0893-6080 - wos: WOS:000377521700005 (39) - scopus: 2-s2.0-84966264868 (46)
11573/902818 - 2016 -
Distributed reservoir computing with sparse readouts Scardapane, Simone; Panella, Massimo; Comminiello, Danilo; Hussain, Amir; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (New York : Institute of Electrical and Electronics Engineers, c2006-) pp. 59-70 - issn: 1556-603X - wos: WOS:000386226900006 (12) - scopus: 2-s2.0-84992151870 (14)
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) - ()
11573/873290 - 2016 -
A decentralized training algorithm for Echo State Networks in distributed big data applications Scardapane, Simone; Wang, Dianhui; Panella, Massimo - 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. 65-74 - issn: 0893-6080 - wos: WOS:000376232800006 (76) - scopus: 2-s2.0-84940676201 (93)
11573/793940 - 2015 -
Prediction of telephone calls load using Echo State Network with exogenous variables Bianchi, Filippo Maria; Scardapane, Simone; Uncini, Aurelio; Rizzi, Antonello; Sadeghian, Alireza - 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. 204-213 - issn: 0893-6080 - wos: WOS:000364160900019 (62) - scopus: 2-s2.0-84942565230 (77)
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 (21) - scopus: 2-s2.0-84931268878 (24)
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) - ()
11573/670014 - 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 (112) - scopus: 2-s2.0-84939797937 (144)
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)
11573/683251 - 2015 -
Distributed learning for random vector functional-link networks Scardapane, Simone; Dianhui, Wang; Panella, Massimo; Uncini, Aurelio - 01a Articolo in rivista
rivista: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 271-284 - issn: 0020-0255 - wos: WOS:000350929100018 (119) - scopus: 2-s2.0-84922746025 (132)
11573/906280 - 2015 -
Distributed music classification using random vector functional-link nets Scardapane, Simone; Fierimonte, R.; Wang, D.; Panella, Massimo; Uncini, Aurelio - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks, IJCNN 2015 (Killarney, Repubblica di Irlanda)
libro: Proceedings of international joint conference on neural networks - (978-1-4799-1959-8)
11573/903250 - 2015 -
Learning from distributed data sources using random vector functional-link networks Scardapane, Simone; Panella, Massimo; Comminiello, Danilo; Uncini, Aurelio - 04c Atto di convegno in rivista
rivista: PROCEDIA COMPUTER SCIENCE (Amsterdam : Elsevier) pp. 468-477 - issn: 1877-0509 - wos: WOS:000360311000053 (9) - scopus: 2-s2.0-84939140166 (10)
congresso: INNS Conference on Big Data 2015 (San Francisco, CA, U.S.A.)
libro: Procedia Computer Science - ()
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 (13)
11573/600394 - 2014 -
An interpretable graph-based image classifier Bianchi, Filippo Maria; Scardapane, Simone; Livi, Lorenzo; Uncini, Aurelio; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: IJCNN 2014 - International Joint Conference on Neural Networks (Beijing; China)
libro: Proc. of IJCNN 2014 - International Joint Conference on Neural Networks - (9781479914845; 9781479966271)
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)
11573/536170 - 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)
11573/696475 - 2013 -
A framework for adaptive real-time loudness control Alemanno, Andrea; Scardapane, Simone; Comminiello, Danilo; Uncini, Aurelio; Travaglini, Alessandro - 04b Atto di convegno in volume
congresso: 134th Audio Engineering Society Convention 2013 (Rome; Italy)
libro: 134th Audio Engineering Society Convention 2013 - (978-162748571-5)
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)
11573/508249 - 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)