Invitation only: Special Issue: Intelligent Systems, ISMIS 2022 selected papers

Submissions are invitation only.

Journal

Journal of Intelligent Information Systems

The Journal of Intelligent Information Systems focuses on the integration of artificial intelligence and database technologies for the creation of advanced information systems.

Giuseppe Manco

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Sergio Flesca

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Elio Masciari

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Michelangelo Ceci

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Showing 1-11 of 11 articles

Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout
Malvika Pillai
Chao Chin Liu
Karthik Adapa
Research 12 June 2024 Pages: 1113 - 1124
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification
Muhamet Kastrati
Zenun Kastrati
Marenglen Biba
Research Open access 22 March 2024 Pages: 1045 - 1070
Ensemble of temporal Transformers for financial time series
Kenniy Olorunnimbe
Herna Viktor
Research 02 March 2024 Pages: 1087 - 1111
Data- & compute-efficient deviance mining via active learning and fast ensembles
Francesco Folino
Gianluigi Folino
Luigi Pontieri
Research Open access 23 January 2024 Pages: 995 - 1019
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation
Massimo Guarascio
Marco Minici
Pasquale Lambardi
Research 06 January 2024 Pages: 1021 - 1043
A bayesian-neural-networks framework for scaling posterior distributions over different-curation datasets
Alfredo Cuzzocrea
Alessandro Baldo
Edoardo Fadda
Research 26 December 2023 Pages: 951 - 969
Audio super-resolution via vision transformer
Simona Nisticò
Luigi Palopoli
Adele Pia Romano
Research 12 December 2023 Pages: 1071 - 1085
How can text mining improve the explainability of Food security situations?
Hugo Deléglise
Agnès Bégué
Maguelonne Teisseire
Research 11 December 2023 Pages: 971 - 994
Enhancing anomaly detectors with LatentOut
Fabrizio Angiulli
Fabio Fassetti
Luca Ferragina
Research Open access 24 November 2023 Pages: 905 - 923
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification
Yasser Abduallah
Jason T. L. Wang
Ju Jing
Research 18 November 2023 Pages: 887 - 903
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems
Nunziato Cassavia
Luca Caviglione
Marco Zuppelli
Research Open access 03 November 2023 Pages: 925 - 949

Invitation only: Special Issue: Intelligent Systems, ISMIS 2022 selected papers

Participating journal

Journal of Intelligent Information Systems

Editors

Giuseppe Manco

Sergio Flesca

Elio Masciari

Michelangelo Ceci

Articles

Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout

Leveraging distant supervision and deep learning for twitter sentiment and emotion classification

Ensemble of temporal Transformers for financial time series

Data- & compute-efficient deviance mining via active learning and fast ensembles

Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation

A bayesian-neural-networks framework for scaling posterior distributions over different-curation datasets

Audio super-resolution via vision transformer

How can text mining improve the explainability of Food security situations?

Enhancing anomaly detectors with LatentOut

A transformer-based framework for predicting geomagnetic indices with uncertainty quantification

Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems

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Invitation only: Special Issue: Intelligent Systems, ISMIS 2022 selected papers

Participating journal

Editors

Giuseppe Manco

Sergio Flesca

Elio Masciari

Michelangelo Ceci

Articles

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