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2020

Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio

Fast Approximations of Activation Functions in Deep Neural Networks when using Posit Arithmetic Journal Article

In: Sensors, vol. 20, no. 5, 2020, ISSN: 1424-8220.

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Gallo, Gionatan; Ferrari, Vincenzo; Marcelloni, Francesco; Ducange, Pietro

SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models Proceedings Article

In: Lesot, Marie-Jeanne; Vieira, Susana; Reformat, Marek Z.; Carvalho, João Paulo; Wilbik, Anna; Bouchon-Meunier, Bernadette; Yager, Ronald R. (Ed.): Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 68–81, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-50153-2.

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Bondielli, Alessandro; Ducange, Pietro; Marcelloni, Francesco

Exploiting Categorization of Online News for Profiling City Areas Proceedings Article

In: 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), pp. 1-8, 2020.

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Tavoschi, Lara; Quattrone, Filippo; D’Andrea, Eleonora; Ducange, Pietro; Vabanesi, Marco; Marcelloni, Francesco; Lopalco, Pier Luigi

Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy Journal Article

In: Human Vaccines & Immunotherapeutics, vol. 16, no. 5, pp. 1062-1069, 2020, (PMID: 32118519).

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Pasquale, Giuseppe De; Spahiu, Blerina; Ducange, Pietro; Maurino, Andrea

Towards Automatic Classification of Sheet Music Conference

vol. 2646, 2020, (Cited by: 0).

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Bondielli, Alessandro; Lebani, Gianluca E.; Passaro, Lucia C.; Lenci, Alessandro

CAPISCO @ CONcreTEXT 2020: (Un)supervised systems to contextualize concreteness with norming data Conference

vol. 2765, 2020, (Cited by: 1).

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Passaro, Lucia C.; Bondielli, Alessandro; Lenci, Alessandro; Marcelloni, Francesco

UNIPI-NLE at CheckThat! 2020: Approaching Fact Checking from a Sentence Similarity Perspective through the Lens of Transformers Conference

vol. 2696, 2020, (Cited by: 12).

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Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio

A Fast Approximation of the Hyperbolic Tangent When Using Posit Numbers and Its Application to Deep Neural Networks Proceedings Article

In: Saponara, Sergio; Gloria, Alessandro De (Ed.): Applications in Electronics Pervading Industry, Environment and Society, pp. 213–221, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-37277-4.

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Fiaschi, Lorenzo; Cococcioni, Marco

Generalizing Pure and Impure Iterated Prisoner's Dilemmas to the Case of Infinite and Infinitesimal Quantities Proceedings Article

In: Sergeyev, Yaroslav D.; Kvasov, Dmitri E. (Ed.): Numerical Computations: Theory and Algorithms, pp. 370–377, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-40616-5.

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Cococcioni, Marco; Cudazzo, Alessandro; Pappalardo, Massimo; Sergeyev, Yaroslav D.

Grossone Methodology for Lexicographic Mixed-Integer Linear Programming Problems Proceedings Article

In: Sergeyev, Yaroslav D.; Kvasov, Dmitri E. (Ed.): Numerical Computations: Theory and Algorithms, pp. 337–345, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-40616-5.

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2019

Pecori, Riccardo; Ducange, Pietro; Marcelloni, Francesco

Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification Proceedings Article

In: Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), pp. 748-755, Atlantis Press, 2019, ISSN: 2589-6644.

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D’Andrea, Eleonora; Lazzerini, Beatrice; Marcelloni, Francesco

A System for Multi-Passenger Urban Ridesharing Recommendations with Ordered Multiple Stops Journal Article

In: The Computer Journal, vol. 63, no. 5, pp. 657-687, 2019, ISSN: 0010-4620.

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Cococcioni, Marco; Rossi, Federico; Ruffaldi, Emanuele; Saponara, Sergio

Novel Arithmetics to Accelerate Machine Learning Classifiers in Autonomous Driving Applications Proceedings Article

In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), pp. 779-782, 2019.

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Bondielli, Alessandro; Marcelloni, Francesco

A survey on fake news and rumour detection techniques Journal Article

In: Information Sciences, vol. 497, pp. 38-55, 2019, ISSN: 0020-0255.

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Amraoui, Hend; Elloumi, Mourad; Marcelloni, Francesco; Mhamdi, Faouzi; Verzotto, Davide

Theoretical and Practical Analyses in Metagenomic Sequence Classification Proceedings Article

In: Anderst-Kotsis, Gabriele; Tjoa, A Min; Khalil, Ismail; Elloumi, Mourad; Mashkoor, Atif; Sametinger, Johannes; Larrucea, Xabier; Fensel, Anna; Martinez-Gil, Jorge; Moser, Bernhard; Seifert, Christin; Stein, Benno; Granitzer, Michael (Ed.): Database and Expert Systems Applications, pp. 27–37, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-27684-3.

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Renda, Alessandro; Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco

Comparing ensemble strategies for deep learning: An application to facial expression recognition Journal Article

In: Expert Systems with Applications, vol. 136, pp. 1-11, 2019, ISSN: 0957-4174.

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Bondielli, Alessandro; Marcelloni, Francesco

A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés Proceedings Article

In: Yin, Hujun; Camacho, David; Tino, Peter; Tallón-Ballesteros, Antonio J.; Menezes, Ronaldo; Allmendinger, Richard (Ed.): Intelligent Data Engineering and Automated Learning – IDEAL 2019, pp. 155–165, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-33607-3.

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Cascone, Livio; Ducange, Pietro; Marcelloni, Francesco

Exploiting Online Newspaper Articles Metadata for Profiling City Areas Proceedings Article

In: Yin, Hujun; Camacho, David; Tino, Peter; Tallón-Ballesteros, Antonio J.; Menezes, Ronaldo; Allmendinger, Richard (Ed.): Intelligent Data Engineering and Automated Learning – IDEAL 2019, pp. 203–215, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-33617-2.

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Picerno, Pietro; Pecori, Riccardo; Raviolo, Paolo; Ducange, Pietro

Smartphones and Exergame Controllers as BYOD Solutions for the e-tivities of an Online Sport and Exercise Sciences University Program Proceedings Article

In: Burgos, Daniel; Cimitile, Marta; Ducange, Pietro; Pecori, Riccardo; Picerno, Pietro; Raviolo, Paolo; Stracke, Christian M. (Ed.): Higher Education Learning Methodologies and Technologies Online, pp. 217–227, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-31284-8.

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Aliperti, Andrea; Bechini, Alessio; Marcelloni, Francesco; Renda, Alessandro

A Fuzzy Density-based Clustering Algorithm for Streaming Data Proceedings Article

In: 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-6, 2019.

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Barsacchi, Marco; Bechini, Alessio; Ducange, Pietro; Marcelloni, Francesco

Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach Journal Article

In: Cognitive Computation, vol. 11, no. 3, pp. 367 – 387, 2019, (Cited by: 13).

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D'Andrea, Eleonora; Ducange, Pietro; Bechini, Alessio; Renda, Alessandro; Marcelloni, Francesco

Monitoring the public opinion about the vaccination topic from tweets analysis Journal Article

In: Expert Systems with Applications, vol. 116, pp. 209-226, 2019, ISSN: 0957-4174.

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Fernandez, Alberto; Herrera, Francisco; Cordon, Oscar; del Jesus, Maria Jose; Marcelloni, Francesco

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? Journal Article

In: IEEE Computational Intelligence Magazine, vol. 14, no. 1, pp. 69-81, 2019.

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Pecori, Riccardo; Suraci, Vincenzo; Ducange, Pietro

Efficient computation of key performance indicators in a distance learning university Journal Article

In: Information Discovery and Delivery, vol. 47, no. 2, pp. 96 – 105, 2019, (Cited by: 6).

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Ducange, Pietro; Fazzolari, Michela; Petrocchi, Marinella; Vecchio, Massimo

An effective Decision Support System for social media listening based on cross-source sentiment analysis models Journal Article

In: Engineering Applications of Artificial Intelligence, vol. 78, pp. 71-85, 2019, ISSN: 0952-1976.

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Marinis, Lorenzo De; Cococcioni, Marco; Castoldi, Piero; Andriolli, Nicola

Photonic Neural Networks: A Survey Journal Article

In: IEEE Access, vol. 7, pp. 175827-175841, 2019.

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126 entries « 3 of 3 »