Alessandro Sperduti : rechercher sur Z-Library

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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

Année:

2020

Langue:

english

Fichier:

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

Année:

2020

Langue:

english

Fichier:

PDF, 369 KB

english, 2020

3

On the Computational Power of Recurrent Neural Networks for Structures

Alessandro Sperduti

Journal:

Neural Networks

Année:

1997

Langue:

english

Fichier:

PDF, 1.34 MB

english, 1997

4

Discovering high-level BPMN process models from event data

Kalenkova, Anna, Burattin, Andrea, de Leoni, Massimiliano, van der Aalst, Wil, Sperduti, Alessandro

Journal:

Business Process Management Journal

Année:

2018

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2018

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) || Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies

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

Année:

2020

Langue:

english

Fichier:

PDF, 439 KB

english, 2020

6

[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

Année:

2020

Fichier:

PDF, 7.06 MB

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) || Innovation Capability of Firms: A Big Data Approach with Patents

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

Année:

2020

Langue:

english

Fichier:

PDF, 275 KB

english, 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) || Skipping Two Layers in ResNet Makes the Generalization Gap Smaller than Skipping One or No Layer

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

Année:

2020

Langue:

english

Fichier:

PDF, 625 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) || Train Overtaking Prediction in Railway Networks: A Big Data Perspective

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

Année:

2020

Langue:

english

Fichier:

PDF, 469 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) || $$F_{0}$$ F 0 Modeling Using DNN for Arabic Parametric Speech Synthesis

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

Année:

2020

Langue:

english

Fichier:

PDF, 241 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) || On the Trade-Off Between Number of Examples and Precision of Supervision in Regression

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

Année:

2020

Langue:

english

Fichier:

PDF, 209 KB

english, 2020

12

Advances in artificial neural networks, machine learning and computational intelligence

Oneto, Luca, Bunte, Kerstin, Sperduti, Alessandro

Journal:

Année:

2020

Fichier:

PDF, 293 KB

2020

13

Special issue on neural networks and kernel methods for structured domains

Barbara Hammer, Craig Saunders, Alessandro Sperduti

Journal:

Neural Networks

Année:

2005

Langue:

english

Fichier:

PDF, 82 KB

english, 2005

14

Recursive self-organizing network models

Barbara Hammer, Alessio Micheli, Alessandro Sperduti, Marc Strickert

Journal:

Neural Networks

Année:

2004

Langue:

english

Fichier:

PDF, 434 KB

english, 2004

15

The loading problem for recursive neural networks

Marco Gori, Alessandro Sperduti

Journal:

Neural Networks

Année:

2005

Langue:

english

Fichier:

PDF, 292 KB

english, 2005

16

A re-weighting strategy for improving margins

Fabio Aiolli, Alessandro Sperduti

Journal:

Artificial Intelligence

Année:

2002

Langue:

english

Fichier:

PDF, 230 KB

english, 2002

17

Speed up learning and network optimization with extended back propagation

Alessandro Sperduti, Antonina Starita

Journal:

Neural Networks

Année:

1993

Langue:

english

Fichier:

PDF, 1.56 MB

english, 1993

18

Application of Cascade Correlation Networks for Structures to Chemistry

Anna Maria Bianucci, Alessio Micheli, Alessandro Sperduti, Antonina Starita

Journal:

Applied Intelligence

Année:

2000

Langue:

english

Fichier:

PDF, 324 KB

english, 2000

19

[IEEE 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Business models enhancement through discovery of roles

Burattin, Andrea, Sperduti, Alessandro, Veluscek, Marco

Année:

2013

Langue:

english

Fichier:

PDF, 299 KB

english, 2013

20

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - Data-aware remaining time prediction of business process instances

Polato, Mirko, Sperduti, Alessandro, Burattin, Andrea, de Leoni, Massimiliano

Année:

2014

Langue:

english

Fichier:

PDF, 529 KB

english, 2014

21

[IEEE 2012 16th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2012) - Beijing, China (2012.09.10-2012.09.14)] 2012 IEEE 16th International Enterprise Distributed Object Computing Conference - Techniques for a Posteriori Analysis of Declarative Processes

Burattin, Andrea, Maggi, Fabrizio M., van der Aalst, Wil M.P., Sperduti, Alessandro

Année:

2012

Langue:

english

Fichier:

PDF, 573 KB

english, 2012

22

[IEEE 2010 IEEE Congress on Evolutionary Computation (CEC) - Barcelona, Spain (2010.07.18-2010.07.23)] IEEE Congress on Evolutionary Computation - Automatic determination of parameters' values for Heuristics Miner++

Burattin, Andrea, Sperduti, Alessandro

Année:

2010

Langue:

english

Fichier:

PDF, 599 KB

english, 2010

23

[IEEE 2014 IEEE Congress on Evolutionary Computation (CEC) - Beijing, China (2014.7.6-2014.7.11)] 2014 IEEE Congress on Evolutionary Computation (CEC) - Control-flow discovery from event streams

Burattin, Andrea, Sperduti, Alessandro, van der Aalst, Wil M. P.

Année:

2014

Langue:

english

Fichier:

PDF, 608 KB

english, 2014

24

Book Review: "Neural Network in Computer Intelligence", by LiMin Fu

Sperduti, Alessandro

Journal:

International Journal of Neural Systems

Année:

1995

Fichier:

PDF, 154 KB

1995

25

Discriminant Pattern Recognition Using Transformation-Invariant Neurons

Sona, Diego, Sperduti, Alessandro, Starita, Antonina

Journal:

Neural Computation

Année:

2000

Fichier:

PDF, 1.06 MB

2000

26

An Efficient Topological Distance-Based Tree Kernel

Aiolli, Fabio, Da San Martino, Giovanni, Sperduti, Alessandro

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2015

Langue:

english

Fichier:

PDF, 937 KB

english, 2015

27

Universal Approximation Capability of Cascade Correlation for Structures

Hammer, Barbara, Micheli, Alessio, Sperduti, Alessandro

Journal:

Neural Computation

Année:

2005

Langue:

english

Fichier:

PDF, 331 KB

english, 2005

28

Online Discovery of Declarative Process Models from Event Streams

Burattin, Andrea, Cimitile, Marta, Maggi, Fabrizio, Sperduti, Alessandro

Journal:

IEEE Transactions on Services Computing

Année:

2015

Langue:

english

Fichier:

PDF, 702 KB

english, 2015

29

[IEEE 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Orlando, FL, USA (2014.12.9-2014.12.12)] 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - A novel criterion for overlapping communities detection and clustering improvement

Berti, Alessandro, Sperduti, Alessandro, Burattin, Andrea

Année:

2014

Langue:

english

Fichier:

PDF, 883 KB

english, 2014

30

A Report on the CIS Second Video Competition [Society Briefs]

Matthews, Stephen G., Abdool, Alana, Eliades, Demetrios G., Coyle, Damien, Posada, Jose, Martin, Emilio Miguelanez, Sperduti, Alessandro, Alippi, Cesare, Estevez, Pablo A.

Journal:

IEEE Computational Intelligence Magazine

Année:

2014

Langue:

english

Fichier:

PDF, 614 KB

english, 2014

31

Conformance checking based on multi-perspective declarative process models

Burattin, Andrea, Maggi, Fabrizio M., Sperduti, Alessandro

Journal:

Expert Systems with Applications

Année:

2016

Langue:

english

Fichier:

PDF, 3.79 MB

english, 2016

32

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

Année:

2017

Langue:

english

Fichier:

PDF, 2.17 MB

english, 2017

33

Generative Kernels for Tree-Structured Data

Bacciu, Davide, Micheli, Alessio, Sperduti, Alessandro

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2018

Langue:

english

Fichier:

PDF, 2.18 MB

english, 2018

34

Time and activity sequence prediction of business process instances

Polato, Mirko, Sperduti, Alessandro, Burattin, Andrea, Leoni, Massimiliano de

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 902 KB

english, 2018

35

[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

Année:

2020

Langue:

english

Fichier:

PDF, 1.29 MB

english, 2020

36

[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

Année:

2020

Fichier:

PDF, 1.29 MB

2020

37

[ACM Press the 12th ACM International Conference - Rhodes, Greece (2019.06.05-2019.06.07)] Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '19 - Integrating kitchen appliances to improve food quality and sustainability

Orso, Valeria, Sperduti, Alessandro, Gamberini, Luciano

Année:

2019

Langue:

english

Fichier:

PDF, 654 KB

english, 2019

38

[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

Année:

2020

Fichier:

PDF, 469 KB

2020

39

[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

Langue:

english

Fichier:

PDF, 697 KB

english

40

[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

Année:

2020

Fichier:

PDF, 910 KB

2020

41

Preferential text classification: learning algorithms and evaluation measures

Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti

Journal:

Information Retrieval

Année:

2009

Langue:

english

Fichier:

PDF, 479 KB

english, 2009

42

Combining selectivity and affinity predictions using an integrated Support Vector Machine (SVM) approach: An alternative tool to discriminate between the human adenosine A2A and A3 receptor pyrazolo-triazolo-pyrimidine antagonists binding sites

Lisa Michielan, Chiara Bolcato, Stephanie Federico, Barbara Cacciari, Magdalena Bacilieri, Karl-Norbert Klotz, Sonja Kachler, Giorgia Pastorin, Riccardo Cardin, Alessandro Sperduti, Giampiero Spalluto

Journal:

Bioorganic & Medicinal Chemistry

Année:

2009

Langue:

english

Fichier:

PDF, 2.34 MB

english, 2009

43

Arterial Access-Site–Related Outcomes of Patients Undergoing Invasive Coronary Procedures for Acute Coronary Syndromes (from the ComPaRison of Early Invasive and Conservative Treatment in Patients With Non–ST-ElevatiOn Acute Coronary Syndromes [PRESTO-ACS] Vascular Substudy)

Alessandro Sciahbasi, Christian Pristipino, Giuseppe Ambrosio, Isabella Sperduti, Enrico Vittorio Scabbia, Cesare Greco, Roberto Ricci, Giuseppe Ferraiolo, Domenico Di Clemente, Claudio Giombolini, Er

Journal:

The American Journal of Cardiology

Année:

2009

Langue:

english

Fichier:

PDF, 260 KB

english, 2009

44

A general framework for unsupervised processing of structured data

Barbara Hammer, Alessio Micheli, Alessandro Sperduti, Marc Strickert

Journal:

Année:

2004

Langue:

english

Fichier:

PDF, 374 KB

english, 2004

45

A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains

Alessio Micheli, Filippo Portera, Alessandro Sperduti

Journal:

Année:

2005

Langue:

english

Fichier:

PDF, 315 KB

english, 2005

46

Special issue on integration of symbolic and connectionist systems

Paolo Frasconi, Marco Gori, Franz Kurfess, Alessandro Sperduti

Journal:

Cognitive Systems Research

Année:

2002

Langue:

english

Fichier:

PDF, 40 KB

english, 2002

47

Transradial access compared with femoral puncture closure devices in percutaneous coronary procedures

Alessandro Sciahbasi, Dionigi Fischetti, Amedeo Picciolo, Roberto Patrizi, Isabella Sperduti, Giuseppe Colonna, Francesco Summaria, Antonio Montinaro, Ernesto Lioy

Journal:

International Journal of Cardiology

Année:

2009

Langue:

english

Fichier:

PDF, 242 KB

english, 2009

48

[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

Année:

2012

Langue:

english

Fichier:

PDF, 964 KB

english, 2012

49

Predicting Physical−Chemical Properties of Compounds from Molecular Structures by Recursive Neural Networks

Bernazzani, Luca, Duce, Celia, Micheli, Alessio, Mollica, Vincenzo, Sperduti, Alessandro, Starita, Antonina, Tiné, Maria Rosaria

Journal:

Journal of Chemical Information and Modeling

Année:

2006

Langue:

english

Fichier:

PDF, 334 KB

english, 2006

50

An input–output hidden Markov model for tree transductions

Bacciu, Davide, Micheli, Alessio, Sperduti, Alessandro

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 471 KB

english, 2013