Pubblicazioni

Protocol to explain support vector machine predictions via exact Shapley value computation

2024 - STAR PROTOCOLS

Mastropietro, Andrea; Bajorath, JÃ¼rgen

From bag-of-words to transformers: a comparative study for text classification in healthcare discussions in social media

2024 - IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

DE SANTIS, Enrico; Martino, Alessio; Ronci, Francesca; Rizzi, Antonello

Detection of critical areas prone to land degradation using prisma: the Metaponto coastal area in South Italy test case

2024 - IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Pignatti, S.; Carfora, M. F.; Coluzzi, R.; D'Amato, L.; De Feis, I.; Mora, D. Fonnegra; Laneve, G.; Imbrenda, V.; Lanfredi, M.; Mirzaei, S.; Palombo, A.; Pascucci, S.; Rossi, Francesco.; Santini, F.; Simoniello, T.; Vanguri, R

Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel

2023 - SCIENTIFIC REPORTS

Mastropietro, Andrea; Feldmann, Christian; Bajorath, JÃ¼rgen

Low-altitude aerial video surveillance via one-class svm anomaly detection from textural features in uav images

2022 - INFORMATION

Avola, D.; Cinque, L.; Di Mambro, A.; Diko, A.; Fagioli, A.; Foresti, G. L.; Marini, M. R.; Mecca, A.; Pannone, D.

A new clustering method to generate training samples for supervised monitoring of long-term water surface dynamics using Landsat data through Google Earth Engine

2022 - SUSTAINABILITY

Dehkordi, A. T.; Zoej, M. J. V.; Ghasemi, H.; Ghaderpour, E.; Hassan, Q. K.

Margin Optimal Classification Trees

2022 -

D'Onofrio, Federico; Grani, Giorgio; Monaci, Marta; Palagi, Laura

FT-IR saliva analysis for the diagnosis of psoriasis. a pilot study

2022 - BIOMEDICAL SIGNAL PROCESSING AND CONTROL

Pullano, Salvatore A.; Bianco, Maria Giovanna; Greco, Marta; Mazzuca, Daniela; NisticÃ², Steven P.; Fiorillo, Antonino S.

A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems

2021 - JOURNAL OF MACHINE LEARNING RESEARCH

Galvan, G; Lapucci, M; Lin, Cj; Sciandrone, M

Mapping infected crops through uav inspection: The sunflower downy mildew parasite case

2019 - Advances and Trends in Artificial Intelligence. From Theory to Practice

Rodriguez-Gomez, J. P.; Di Cicco, M.; Nardi, S.; Nardi, D.

Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training

2018 - COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Manno, Andrea; Palagi, Laura; Sagratella, Simone

PAHs urban concentrations maps using support vector machines

2017 - INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION

Lamberti, Mafalda; Gariazzo, Claudio; Pelliccioni, Armando; Cristofari, Andrea

Supervised approaches for function prediction of proteins contact networks from topological structure information

2017 - Image Analysis: 20th Scandinavian Conference, SCIA 2017, Troms\o, Norway, June 12--14, 2017, Proceedings, Part I

Martino, Alessio; Maiorino, Enrico; Giuliani, Alessandro; Giampieri, Mauro; Rizzi, Antonello

Mining online community data: the nature of ideas in online communities

2017 - FOOD QUALITY AND PREFERENCE

Christensen, Kasper; Liland, Kristian Hovde; Kvaal, Knut; Risvik, Einar; Biancolillo, Alessandra; Scholderer, Joachim; NÃ¸rskov, Sladjana; NÃ¦s, Tormod

An application of support vector machines to sales forecasting under promotions

2016 - 4OR

Di Pillo, G; Latorre, V.; Lucidi, Stefano; Procacci, E.