Stefano Galelli

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 12

Top Topics

Variable Selection

Distribution Network

Dimensionality Reduction

Top Venues

Environ. Model. Softw.

IEEE Trans. Cybern.

SIGMETRICS Perform. Evaluation Rev.

Publications

Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167 (2023)
Pan Lai, Costas Courcoubetis, Lingjie Duan, Stefano Galelli
Economic Controls for Smart Water Distribution Networks Undergoing Supply Failures. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Amin Hassanzadeh, Amin Rasekh, Stefano Galelli, Mohsen Aghashahi, Riccardo Taormina, Avi Ostfeld, M. Katherine Banks
A Review of Cybersecurity Incidents in the Water Sector. CoRR (2020)
Thanh Duc Dang, Dung Trung Vu, A. F. M. Kamal Chowdhury, Stefano Galelli
A software package for the representation and optimization of water reservoir operations in the VIC hydrologic model. Environ. Model. Softw. 126 (2020)
Evangelos Pournaras, Riccardo Taormina, Manish Thapa, Stefano Galelli, Venkata Reddy Palleti, Robert E. Kooij
Cascading Failures in Interconnected Power-to-Water Networks. SIGMETRICS Perform. Evaluation Rev. 47 (4) (2020)
Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems. ACSAC (2020)
Riccardo Taormina, Stefano Galelli, H. C. Douglas, Nils Ole Tippenhauer, Elad Salomons, Avi Ostfeld
A toolbox for assessing the impacts of cyber-physical attacks on water distribution systems. Environ. Model. Softw. 112 (2019)
Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. CoRR (2019)
Debasish Pal, Stefano Galelli
A numerical framework for the multi-objective optimal design of check dam systems in erosion-prone areas. Environ. Model. Softw. 119 (2019)
Sean W. D. Turner, Stefano Galelli
Water supply sensitivity to climate change: An R package for implementing reservoir storage analysis in global and regional impact studies. Environ. Model. Softw. 76 (2016)
Riccardo Taormina, Stefano Galelli, Nils Ole Tippenhauer, Elad Salomons, Avi Ostfeld
Simulation of Cyber-Physical Attacks on Water Distribution Systems with EPANET. SG-CRC (2016)
Gülsah Karakaya, Stefano Galelli, Selin Damla Ahipasaoglu, Riccardo Taormina
Identifying (Quasi) Equally Informative Subsets in Feature Selection Problems for Classification: A Max-Relevance Min-Redundancy Approach. IEEE Trans. Cybern. 46 (6) (2016)
Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs
An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. 62 (2014)
Matteo Giuliani, Stefano Galelli, Rodolfo Soncini-Sessa
A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem. Environ. Model. Softw. 57 (2014)
Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
Data-driven dynamic emulation modelling for the optimal management of environmental systems. Environ. Model. Softw. 34 (2012)
Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young
A general framework for Dynamic Emulation Modelling in environmental problems. Environ. Model. Softw. 34 (2012)
Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
Tree-based variable selection for dimensionality reduction of large-scale control systems. ADPRL (2011)
Stefano Galelli, Rodolfo Soncini-Sessa
Combining metamodelling and stochastic dynamic programming for the design of reservoir release policies. Environ. Model. Softw. 25 (2) (2010)