Pubblicazioni

Altered brainstem-cortex activation and interaction in migraine patients. Somatosensory evoked EEG responses with machine learning

2024 - THE JOURNAL OF HEADACHE AND PAIN

Hsiao, Fu-Jung; Chen, Wei-Ta; Liu, Hung-Yu; Wu, Yu-Te; Wang, Yen-Feng; Pan, Li-Ling Hope; Lai, Kuan-Lin; Chen, Shih-Pin; Coppola, Gianluca; Wang, Shuu-Jiun

Moving to continuous classifications of bilingualism through machine learning trained on language production

2024 - BILINGUALISM

Coco, M. I.; Smith, G.; Spelorzi, R.; Garraffa, M.

A machine learning algorithm applied to trichoscopy for androgenic alopecia staging and severity assessment

2023 - DERMATOLOGY PRACTICAL & CONCEPTUAL

Di Fraia, Marco; Tieghi, Lorenzo; Magri, Francesca; Caro, Gemma; Michelini, Simone; Pellacani, Giovanni; Rossi, Alfredo

Machine Learning Approach to Support the Detection of Parkinson's Disease in {IMU}-Based Gait Analysis

2022 - SENSORS

Trabassi, Dante; Serrao, Mariano; Varrecchia, Tiwana; Ranavolo, Alberto; Coppola, Gianluca; De Icco, Roberto; Tassorelli, Cristina; Castiglia, Stefano Filippo

An MDL-Based Wavelet Scattering Features Selection for Signal Classification

2022 - AXIOMS

Bruni, Vittoria; Cardinali, MARIA LUCIA; Vitulano, Domenico

Optimized Collaborative Brain-Computer Interfaces for Enhancing Face Recognition

2022 - IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Salvatore, C.; Valeriani, D.; Piccialli, V.; Bianchi, L.

AMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learning

2022 - SCIENTIFIC REPORTS

Charoenkwan, P.; Ahmed, S.; Nantasenamat, C.; Quinn, J. M. W.; Moni, M. A.; Lio, P.; Shoombuatong, W.

StackPR is a new computational approach for large-scale identification of progesterone receptor antagonists using the stacking strategy

2022 - SCIENTIFIC REPORTS

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

SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteins

2022 - SCIENTIFIC REPORTS

Ahmad, S.; Charoenkwan, P.; Quinn, J. M. W.; Moni, M. A.; Hasan, M. M.; Lio, P.; Shoombuatong, W.

iAMAP-SCM: A Novel Computational Tool for Large-Scale Identification of Antimalarial Peptides Using Estimated Propensity Scores of Dipeptides

2022 - ACS OMEGA

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

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.

Improving P300 Speller performance by means of optimization and machine learning

2020 - ANNALS OF OPERATIONS RESEARCH

Bianchi, Luigi; Liti, Chiara; Liuzzi, Giampaolo; Piccialli, Veronica; Salvatore, Cecilia

A brain computer interface by EEG signals from self-induced emotions

2018 - VipIMAGE 2017. Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017

Di Giamberardino, Paolo; Iacoviello, Daniela; Placidi, Giuseppe; Polsinelli, Matteo; Spezialetti, Matteo

Nonlinear optimization and support vector machines

2018 - 4OR

Piccialli, V.; Sciandrone, M.

Design of a Classification Strategy for Light Microscopy Images of the Human Liver

2017 - Image Analysis and Processing - ICIAP 2017

Cinque, Luigi; Di Giamberardino, Paolo; Iacoviello, Daniela; Placidi, Giuseppe; Pompili, Simona; Sferra, Roberta; Spezialetti, Matteo; Vetuschi, Antonella

Distributed semi-supervised support vector machines

2016 - NEURAL NETWORKS

Scardapane, Simone; Fierimonte, R.; Di Lorenzo, P.; Panella, Massimo; Uncini, Aurelio

Context-aware Models for Twitter Sentiment Analysis

2015 - IJCOL

Castellucci, Giuseppe; Vanzo, Andrea; Croce, Danilo; Basili, Roberto