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1

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Using Convolutional Neural Networks to Distinguish Different Sign Language Alphanumerics

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 1.16 MB

english, 2020

2

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 369 KB

english, 2020

3

[Studies in Computational Intelligence] Recent Trends in Learning From Data Volume 896 (Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019)) ||

Oneto, Luca, Navarin, NicolÃ², Sperduti, Alessandro, Anguita, Davide

Year:

2020

File:

PDF, 7.06 MB

2020

4

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 439 KB

english, 2020

5

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Innovation Capability of Firms: A Big Data Approach with Patents

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 275 KB

english, 2020

6

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Skipping Two Layers in ResNet Makes the Generalization Gap Smaller than Skipping One or No Layer

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 625 KB

english, 2020

7

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

File:

PDF, 1.29 MB

2020

8

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Train Overtaking Prediction in Railway Networks: A Big Data Perspective

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 469 KB

english, 2020

9

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || $$F_{0}$$ F 0 Modeling Using DNN for Arabic Parametric Speech Synthesis

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 241 KB

english, 2020

10

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || On the Trade-Off Between Number of Examples and Precision of Supervision in Regression

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 209 KB

english, 2020

11

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Train Overtaking Prediction in Railway Networks: A Big Data Perspective

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

File:

PDF, 469 KB

2020

12

[Society for Industrial and Applied Mathematics Proceedings of the 2012 SIAM International Conference on Data Mining - ()] Proceedings of the 2012 SIAM International Conference on Data Mining - A Tree-Based Kernel for Graphs

Da San Martino, Giovanni, Navarin, Nicolò, Sperduti, Alessandro

Language:

english

File:

PDF, 697 KB

english

13

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams

Navarin, Nicolo, Cambiaso, Matteo, Burattin, Andrea, Maggi, Fabrizio M., Oneto, Luca, Sperduti, Alessandro

Year:

2020

File:

PDF, 910 KB

2020

14

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - A memory efficient graph kernel

Da San Martino, Giovanni, Navarin, Nicolo, Sperduti, Alessandro

Year:

2012

Language:

english

File:

PDF, 964 KB

english, 2012

15

Tuning a Schottky barrier in a photoexcited topological insulator with transient Dirac cone electron-hole asymmetry

Hajlaoui, M, Papalazarou, E, Mauchain, J, Perfetti, L, Taleb-Ibrahimi, A, Navarin, F, Monteverde, M, Auban-Senzier, P, Pasquier, C.R., Moisan, N, Boschetto, D, Neupane, M, Hasan, M.Z., Durakiewicz, T,

Journal:

Nature Communications

Year:

2014

Language:

english

File:

PDF, 2.27 MB

english, 2014

16

The emerging role of biomarkers and bio-impedance in evaluating hydration status in patients with acute heart failure

Di Somma, Salvatore, Navarin, Silvia, Giordano, Stefania, Spadini, Francesco, Lippi, Giuseppe, Cervellin, Gianfranco, Dieffenbach, Bryan V., Maisel, Alan S.

Journal:

Clinical Chemistry and Laboratory Medicine

Year:

2012

Language:

english

File:

PDF, 643 KB

english, 2012

17

under hydrostatic pressure

Monteverde, M., Goerbig, M. O., Auban-Senzier, P., Navarin, F., Henck, H., Pasquier, C. R., Mézière, C., Batail, P.

Journal:

Physical Review B

Year:

2013

Language:

english

File:

PDF, 1.82 MB

english, 2013

18

Additive diagnostic and prognostic value of Bioelectrical Impedance Vector Analysis (BIVA) to brain natriuretic peptide 'grey-zone' in patients with acute heart failure in the emergency department

Di Somma, S., Lalle, I., Magrini, L., Russo, V., Navarin, S., Castello, L., Avanzi, G. C., Di Stasio, E., Maisel, A.

Journal:

European Heart Journal Acute Cardiovascular Care

Year:

2014

Language:

english

File:

PDF, 673 KB

english, 2014

19

Coexistence of Dirac and massive carriers in α-(BEDT-TTF)2I3 under hydrostatic pressure

Navarin, Fabien, Tisserond, Emilie, Auban-Senzier, Pascale, Mézière, Cécile, Batail, Patrick, Pasquier, Claude, Monteverde, Miguel

Journal:

Physica B: Condensed Matter

Year:

2015

Language:

english

File:

PDF, 781 KB

english, 2015

20

The use of discharge haemoglobin and NT-proBNP to improve short and long-term outcome prediction in patients with acute heart failure

Stojcevski, B., Celic, V., Navarin, S., Pencic, B., Majstorovic, A., Sljivic, A., Magrini, L., Cristofano, F., Cavalieri, L., Di Somma, S.

Journal:

European Heart Journal Acute Cardiovascular Care

Year:

2015

Language:

english

File:

PDF, 544 KB

english, 2015

21

The Dermatologists' Role in Managing Psoriatic Arthritis: Results of a Swiss Delphi Exercise Intended to Improve Collaboration with Rheumatologists

Boehncke, Wolf-Henning, Anliker, Mark David, Conrad, Curdin, Dudler, Jean, Hasler, Fritz, Hasler, Paul, H�usermann, Peter, Kyburz, Diego, Laffitte, Emmanuel, Michel, Beat A., M�ller, Burkhard, Navarin

Journal:

Year:

2015

Language:

english

File:

PDF, 718 KB

english, 2015

22

Ordered Decompositional DAG kernels enhancements

Da San Martino, Giovanni, Navarin, Nicolò, Sperduti, Alessandro

Journal:

Year:

2016

Language:

english

File:

PDF, 1.22 MB

english, 2016

23

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Multiple Graph-Kernel Learning

Aiolli, Fabio, Donini, Michele, Navarin, Nicolo, Sperduti, Alessandro

Year:

2015

Language:

english

File:

PDF, 281 KB

english, 2015

24

An empirical study on budget-aware online kernel algorithms for streams of graphs

Da San Martino, Giovanni, Navarin, Nicolò, Sperduti, Alessandro

Journal:

Year:

2016

Language:

english

File:

PDF, 1.82 MB

english, 2016

25

Usefulness of combining admission brain natriuretic peptide (BNP) plus hospital discharge bioelectrical impedance vector analysis (BIVA) in predicting 90 days cardiovascular mortality in patients with acute heart failure

Santarelli, Simona, Russo, Veronica, Lalle, Irene, De Berardinis, Benedetta, Navarin, Silvia, Magrini, Laura, Piccoli, Antonio, Codognotto, Marta, Castello, Luigi Maria, Avanzi, Gian Carlo, Villacorta

Journal:

Internal and Emergency Medicine

Year:

2016

Language:

english

File:

PDF, 836 KB

english, 2016

26

Measuring the Expressivity of Graph Kernels through Statistical Learning Theory

Oneto, Luca, Navarin, Nicolò, Donini, Michele, Sperduti, Alessandro, Aiolli, Fabio, Anguita, Davide

Journal:

Year:

2017

Language:

english

File:

PDF, 5.74 MB

english, 2017

27

An efficient graph kernel method for non-coding RNA functional prediction.

Navarin, Nicolò, Costa, Fabrizio

Journal:

Year:

2017

Language:

english

File:

PDF, 2.03 MB

english, 2017

28

Erratum to: Usefulness of combining admission brain natriuretic peptide (BNP) plus hospital discharge bioelectrical impedance vector analysis (BIVA) in predicting 90 days cardiovascular mortality in patients with acute heart failure

Santarelli, Simona, Russo, Veronica, Lalle, Irene, De Berardinis, Benedetta, Navarin, Silvia, Magrini, Laura, Piccoli, Antonio, Codognotto, Marta, Castello, Luigi Maria, Avanzi, Gian Carlo, Villacorta

Journal:

Internal and Emergency Medicine

Year:

2017

Language:

english

File:

PDF, 291 KB

english, 2017

29

Tree-Based Kernel for Graphs With Continuous Attributes

Da San Martino, Giovanni, Navarin, Nicolo, Sperduti, Alessandro

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 544 KB

english, 2017

30

Traitement par isavuconazole d’un cas de mucormycose disséminée chez une enfant de 3 ans atteinte de leucémie aiguë lymphoblastique

Cornu, Marjorie, Bruno, Benedicte, Loridant, Séverine, Navarin, Pauline, François, Nadine, Lanternier, Fanny, Amzallag-Bellenger, Elisa, Mazingue, Françoise, Sendid, Boualem

Journal:

Journal de Mycologie Médicale / Journal of Medical Mycology

Year:

2017

Language:

french

File:

PDF, 54 KB

french, 2017

31

Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

Oneto, Luca, Navarin, Nicolo, Donini, Michele, Ridella, Sandro, Sperduti, Alessandro, Aiolli, Fabio, Anguita, Davide

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 2.17 MB

english, 2017

32

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - LSTM networks for data-aware remaining time prediction of business process instances

Navarin, Nicolo, Vincenzi, Beatrice, Polato, Mirko, Sperduti, Alessandro

Year:

2017

Language:

english

File:

PDF, 140 KB

english, 2017

33

Multilayer Graph Node Kernels: Stacking While Maintaining Convexity

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Journal:

Neural Processing Letters

Year:

2017

Language:

english

File:

PDF, 662 KB

english, 2017

34

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Deep graph node kernels: A convex approach

Oneto, Luca, Navarin, Nicolo, Sperduti, Alessandro, Anguita, Davide

Year:

2017

Language:

english

File:

PDF, 408 KB

english, 2017

35

Scuba: scalable kernel-based gene prioritization

Zampieri, Guido, Tran, Dinh Van, Donini, Michele, Navarin, Nicolò, Aiolli, Fabio, Sperduti, Alessandro, Valle, Giorgio

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 888 KB

english, 2018

36

Comparing Results of Five Glomerular Filtration Rate-Estimating Equations in the Korean General Population: MDRD Study, Revised Lund-Malmö, and Three CKD-EPI Equations

Ji, Misuk, Lee, Yoon-Hee, Hur, Mina, Kim, Hyesun, Cho, Han-Ik, Yang, Hyun Suk, Navarin, Silvia, Di Somma, Salvatore

Journal:

Annals of Laboratory Medicine

Year:

2016

Language:

english

File:

PDF, 542 KB

english, 2016

37

Successful outcome of disseminated mucormycosis in a 3-year-old child suffering from acute leukaemia: the role of isavuconazole? A case report

Cornu, Marjorie, Bruno, Bénédicte, Loridant, Séverine, Navarin, Pauline, François, Nadine, Lanternier, Fanny, Amzallag-Bellenger, Elisa, Dubos, François, Mazingue, Françoise, Sendid, Boualem

Journal:

BMC Pharmacology and Toxicology

Year:

2018

Language:

english

File:

PDF, 646 KB

english, 2018

38

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - On Filter Size in Graph Convolutional Networks

Tran, Dinh V., Navarin, Nicolo, Sperduti, Alessandro

Year:

2018

Language:

english

File:

PDF, 33 KB

english, 2018

39

[IEEE 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - Bangalore, India (2018.11.18-2018.11.21)] 2018 IEEE Symposium Series on Computational Intelligence (SSCI) - On Filter Size in Graph Convolutional Networks

Tran, Dinh V., Navarin, Nicolo, Sperduti, Alessandro

Year:

2018

File:

PDF, 33 KB

2018

40

[Proceedings of the International Neural Networks Society] Recent Advances in Big Data and Deep Learning Volume 1 (Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019, held at Sestri Levante, Genova, Italy 16-18 April 2019) || Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks

Oneto, Luca, Navarin, Nicolò, Sperduti, Alessandro, Anguita, Davide

Year:

2020

Language:

english

File:

PDF, 1.29 MB

english, 2020

41

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Universal Readout for Graph Convolutional Neural Networks

Navarin, Nicolo, Tran, Dinh Van, Sperduti, Alessandro

Year:

2019

File:

PDF, 279 KB

2019

42

Multi-task learning for the prediction of wind power ramp events with deep neural networks

Dorado-Moreno, M., Navarin, N., Gutiérrez, P.A., Prieto, L., Sperduti, A., Salcedo-Sanz, S., Hervás-Martínez, C.

Journal:

Neural Networks

Year:

2020

File:

PDF, 485 KB

2020

43

A Framework for the Definition of Complex Structured Feature Spaces

Navarin, NicolÃ², Tran, Van Dinh, Sperduti, Alessandro

Journal:

Year:

2020

File:

PDF, 1.10 MB

2020

44

Bioactive adrenomedullin, proenkephalin A and clinical outcomes in an acute heart failure setting

Molvin, John, Jujic, Amra, Navarin, Silvia, Melander, Olle, Zoccoli, Giada, Hartmann, Oliver, Bergmann, Andreas, Struck, Joachim, Bachus, Erasmus, Di Somma, Salvatore, Magnusson, Martin

Journal:

Year:

2019

File:

PDF, 487 KB

2019

45

Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Voâ

Lavezzo, Enrico, Franchin, Elisa, Ciavarella, Constanze, Cuomo-Dannenburg, Gina, Barzon, Luisa, Del Vecchio, Claudia, Rossi, Lucia, Manganelli, Riccardo, Loregian, Arianna, Navarin, NicolÃ², Abate, Da

Journal:

Year:

2020

File:

PDF, 5.49 MB

2020

46

[IEEE 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) - Naples, Italy (2020.8.31-2020.9.4)] 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) - Robotic Object Sorting via Deep Reinforcement Learning: a generalized approach

Nicola, Giorgio, Tagliapietra, Luca, Tosello, Elisa, Navarin, Nicolo, Ghidoni, Stefano, Menegatti, Emanuele

Year:

2020

File:

PDF, 4.09 MB

2020