Pubblicazioni

Radiomics-based classification in imbalanced datasets: Complexity or interpretability

2024 - Proceedings of the 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024

Boesso, S.; Farina, L.; Petti, M.

Feature selection algorithms to optimize corticomuscular coherence-based BCI for hand motor rehabilitation

2023 - Abstract Book - 10th International BCI Meeting

Colamarino, Emma; DE SETA, Valeria; Pichiorri, Floriana; Toppi, Jlenia; Mattia, Donatella; Cincotti, Febo

Convolutional neural networks combined with feature selection for radio-frequency fingerprinting

2023 - COMPUTATIONAL INTELLIGENCE

Baldini, G.; Amerini, I.; Dimc, F.; Bonavitacola, F.

Identification of Cancer Biomarkers for Multi-class Diagnostics through Network Analysis of RNAseq Data of Tumor-Educated Platelets

2022 - 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Toccacieli, Ali; Petti, Manuela

SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteins

2022 - COMPUTERS IN BIOLOGY AND MEDICINE

Charoenkwan, P.; Schaduangrat, N.; Moni, M. A.; Lio, P.; Manavalan, B.; Shoombuatong, W.

Empirical comparison and analysis of machine learning-based predictors for predicting and analyzing of thermophilic proteins

2022 - EXCLI JOURNAL

Charoenkwan, P.; Schaduangrat, N.; Hasan, M. M.; Moni, M. A.; Lio, P.; Shoombuatong, W.

Lasso-penalized clusterwise linear regression modeling with a twoâstep approach

2021 - Models and Learning for Clustering and Classification

Di Mari, R.; Gattone, S. A.; Rocci, R.

Vocal Test Analysis for the Assessment of Adductor-type Spasmodic Dysphonia

2021 - IEEE

Fayad, R.; Hajj-Hassan, M.; Constantini, G.; Zarazadeh, Z.; Errico, V.; Saggio, G.; Suppa, A.; Asci, F.

Ibitterâfuse: A novel sequenceâbased bitter peptide predictor by fusing multiâview features

2021 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Charoenkwan, P.; Nantasenamat, C.; Hasan, M. M.; Moni, M. A.; Lio, P.; Shoombuatong, W.

Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm

2020 - APPLIED ENERGY

Heydari, A.; Majidi Nezhad, M.; Pirshayan, E.; Astiaso Garcia, D.; Keynia, F.; De Santoli, L.

Infinite Feature Selection: a Graph-based Feature Filtering Approach

2020 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Roffo, Giorgio; Melzi, Simone; Castellani, Umberto; Vinciarelli, Alessandro; Cristani, Marco

A novel composite neural network based method for wind and solar power forecasting in microgrids

2019 - APPLIED ENERGY

Heydari, Azim; Astiaso Garcia, Davide; Keynia, Farshid; Bisegna, Fabio; De Santoli, Livio

Migraine classification using somatosensory evoked potentials

2019 - CEPHALALGIA

Zhu, B.; Coppola, G.; Shoaran, M.

Semiautomatic physiologically-driven feature selection improves the usability of a brain computer interface system in post-stroke motor rehabilitation

2018 - Abstract Book of the Seventh International Brain-Computer Interface Meeting

Colamarino, Emma; Pichiorri, Floriana; Mattia, Donatella; Cincotti, Febo

Machine learning methods for short-term bid forecasting in the renewable energy market: A case study in Italy

2018 - WIND ENERGY

Cocchi, G.; Galli, L.; Galvan, G.; Sciandrone, M.; Cantu, M.; Tomaselli, G.

A generalized eigenvalues classifier with embedded feature selection

2017 - OPTIMIZATION LETTERS

Viola, Marco; Sangiovanni, Mara; Toraldo, Gerardo; Guarracino, Mario R.

Scalable greedy algorithms for transfer learning

2017 - COMPUTER VISION AND IMAGE UNDERSTANDING

Kuzborskij, Ilja; Orabona, Francesco; CAPUTO, BARBARA

Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach

2017 - 2017 IEEE International Conference on Computer Vision (ICCV)

Roffo, Giorgio; Melzi, Simone; Castellani, Umberto; Vinciarelli, Alessandro

Ranking to Learn:

2017 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10312 LNCS

Roffo, Giorgio; Melzi, Simone

Online Feature Selection for Visual Tracking

2016 - The British Machine Vision Conference (BMVC)

Roffo, Giorgio; Melzi, Simone

Infinite Feature Selection

2015 - Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV)

Roffo, Giorgio; Melzi, Simone; Cristani, Marco