A Generalized Extremal Optimization-inspired Algorithm for Predictive Maintenance Scheduling Problems. - Pasquale Arpaia; Domenico Maisto; Carlo Manna (IJCCI (ICEC), 2010)

Automatic Monitoring, Fault Diagnostics, and Maintenance based on Meta-heuristic Optimization. - Carlo Manna (2010)

A Quantum-inspired Evolutionary Algorithm with a competitive variation operator for Multiple-Fault Diagnosis. - Pasquale Arpaia; Domenico Maisto; Carlo Manna (Appl. Soft Comput., 2011)

Learning Occupancy in Single Person Offices with Mixtures of Multi-lag Markov Chains. - Carlo Manna; Damien Fay; Kenneth N. Brown; Nic Wilson (ICTAI, 2013)

Personalized Thermal Comfort Forecasting for Smart Buildings via Locally Weighted Regression with Adaptive Bandwidth. - Carlo Manna; Nic Wilson; Kenneth N. Brown (SMARTGREENS, 2013)

Online Stochastic Planning for Taxi and Ridesharing. - Carlo Manna; Steve Prestwich (ICTAI, 2014)

Relevance-Redundancy Dominance: A Threshold-Free Approach to Filter-Based Feature Selection. - David Browne; Carlo Manna; Steve Prestwich (AICS, 2016)

On-line Dynamic Station Redeployments in Bike-Sharing Systems. - Carlo Manna (AI*IA, 2016)

An Interaction-Aware Lane Change Behavior Planner for Automated Vehicles on Highways Based on Polygon Clipping. - Manuel Schmidt; Carlo Manna; Jan Holger Braun; Christian Wissing; Manoj Mohamed; Torsten Bertram (IEEE Robotics Autom. Lett., 2019)

Benchmarking reinforcement learning algorithms for demand response applications. - Brida V. Mbuwir; Carlo Manna; Fred Spiessens; Geert Deconinck (ISGT-Europe, 2020)

Optimized Bidding Strategies for Industrial Steam Networks in Multiple Energy and Reserve Markets. - Luciana Marques; Lina Silva-Rodriguez; Brida V. Mbuwir; Carlo Manna; Román Cantú Rodríguez; Tom Cuypers (ISGT EUROPE, 2024)

Diffusion-based reinforcement learning for flexibility improvement in energy management systems. - Siebe Paesschesoone; Nezmin Kayedpour; Carlo Manna; Guillaume Crevecoeur (ISGT EUROPE, 2024)