Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon R Taormina, K Chau, R Sethi Engineering Applications of Artificial Intelligence 25 (8), 1670-1676, 2012 | 472 | 2012 |
Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines R Taormina, KW Chau Journal of hydrology 529, 1617-1632, 2015 | 335 | 2015 |
Neural network river forecasting through baseflow separation and binary-coded swarm optimization R Taormina, KW Chau, B Sivakumar Journal of Hydrology 529, 1788-1797, 2015 | 236 | 2015 |
ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS R Taormina, KW Chau Engineering Applications of Artificial Intelligence 45, 429-440, 2015 | 226 | 2015 |
Battle of the attack detection algorithms: Disclosing cyber attacks on water distribution networks R Taormina, S Galelli, NO Tippenhauer, E Salomons, A Ostfeld, ... Journal of Water Resources Planning and Management 144 (8), 04018048, 2018 | 220 | 2018 |
A review of cybersecurity incidents in the water sector A Hassanzadeh, A Rasekh, S Galelli, M Aghashahi, R Taormina, ... Journal of Environmental Engineering 146 (5), 03120003, 2020 | 200 | 2020 |
Deep learning methods for flood mapping: a review of existing applications and future research directions R Bentivoglio, E Isufi, SN Jonkman, R Taormina Hydrology and Earth System Sciences Discussions 2022, 1-50, 2022 | 192 | 2022 |
Characterizing cyber-physical attacks on water distribution systems R Taormina, S Galelli, NO Tippenhauer, E Salomons, A Ostfeld Journal of Water Resources Planning and Management 143 (5), 04017009, 2017 | 189 | 2017 |
Neural network river forecasting with multi-objective fully informed particle swarm optimization R Taormina, K Chau Journal of Hydroinformatics 17 (1), 99-113, 2015 | 141 | 2015 |
Deep-learning approach to the detection and localization of cyber-physical attacks on water distribution systems R Taormina, S Galelli Journal of Water Resources Planning and Management 144 (10), 04018065, 2018 | 118 | 2018 |
Machine learning‐based surrogate modeling for urban water networks: review and future research directions A Garzón, Z Kapelan, J Langeveld, R Taormina Water Resources Research 58 (5), e2021WR031808, 2022 | 81 | 2022 |
A toolbox for assessing the impacts of cyber-physical attacks on water distribution systems R Taormina, S Galelli, HC Douglas, NO Tippenhauer, E Salomons, ... Environmental modelling & software 112, 46-51, 2019 | 70 | 2019 |
Constrained concealment attacks against reconstruction-based anomaly detectors in industrial control systems A Erba, R Taormina, S Galelli, M Pogliani, M Carminati, S Zanero, ... Proceedings of the 36th Annual Computer Security Applications Conference …, 2020 | 65 | 2020 |
Battle of the leakage detection and isolation methods SG Vrachimis, DG Eliades, R Taormina, Z Kapelan, A Ostfeld, S Liu, ... Journal of Water Resources Planning and Management 148 (12), 04022068, 2022 | 60 | 2022 |
Identifying (quasi) equally informative subsets in feature selection problems for classification: a max-relevance min-redundancy approach G Karakaya, S Galelli, SD Ahipaşaoğlu, R Taormina IEEE transactions on cybernetics 46 (6), 1424-1437, 2015 | 60 | 2015 |
Deep learning for detecting macroplastic litter in water bodies: A review T Jia, Z Kapelan, R de Vries, P Vriend, EC Peereboom, I Okkerman, ... Water Research 231, 119632, 2023 | 52 | 2023 |
Beyond image analysis in processing archaeomagnetic geophysical data: case studies of chamber tombs with dromos S Piro, L Sambuelli, A Godio, R Taormina Near Surface Geophysics 5 (6), 405-414, 2007 | 38 | 2007 |
Generalizing rapid flood predictions to unseen urban catchments with conditional generative adversarial networks CAF do Lago, MH Giacomoni, R Bentivoglio, R Taormina, MNG Junior, ... Journal of Hydrology 618, 129276, 2023 | 36 | 2023 |
BattLeDIM: Battle of the leakage detection and isolation methods SG Vrachimis, DG Eliades, R Taormina, A Ostfeld, Z Kapelan, S Liu, ... Proc., 2nd Int. CCWI/WDSA Joint Conf, 1-6, 2020 | 26 | 2020 |
On the value of ENSO state for urban water supply system operators: Opportunities, trade‐offs, and challenges CP Libisch‐Lehner, HTT Nguyen, R Taormina, HP Nachtnebel, S Galelli Water Resources Research 55 (4), 2856-2875, 2019 | 26 | 2019 |