JOURNALS and CHAPTERS

A. Plebe, M. Da Lio

On the Road with 16 Neurons: Towards Interpretable and Manipulable Latent Representations for 

Visual Predictions in Driving Scenarios

IEEE Access, 2020

[ DOI ]

A. Plebe, M. Da Lio, D. Bortoluzzi

On Reliable Neural Network Sensorimotor Control in Autonomous Vehicles
IEEE Transactions on Intelligent Transportation Systems, 2020

[ DOI ]

A. Plebe, V. Cutello, M. Pavone

Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm

Studies in Computational Intelligence, 2019

[ DOI ]

A. Plebe, G. Grasso

Conceptual Integrity Without Concepts
International Journal of Software Engineering and Knowledge Engineering, 2018

[ DOI ]

CONFERENCES

A. Plebe, M. Da Lio

A Cognitively Informed Perception Model for Driving

Workshop at International Conference on Intelligent Robots and Systems (IROS), 2019

[ PDF ]

A. Plebe, M. Da Lio

Visual Perception for Autonomous Driving inspired by Convergence-Divergence Zones

International Symposium on Image and Signal Processing and Analysis (ISPA), 2019

[ DOI ]

A. Plebe, M. Da Lio

Variational Autoencoder Inspired by Brain's Convergence-Divergence Zones for Autonomous Driving Application

International Conference on Image Analysis and Processing (ICIAP), 2019

[ DOI ]

A. Plebe, R. Donà, G.P. Rosati Papini, M. Da Lio

Mental Imagery for Intelligent Vehicles
International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2019

Best Student Paper Award

[ DOI ]

A. Plebe, G.P. Rosati Papini, R. Donà, M. Da Lio

Dreaming Mechanism for Training Bio-inspired Driving Agents
International Conference on Intelligent Human Systems Integration (IHSI), 2019

[ DOI ]

M. Da Lio, A. Plebe, D. Bortoluzzi, G.P. Rosati Papini, R. Donà
Autonomous Vehicle Architecture Inspired by the Neurocognition of Human Driving
International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), 2018

[ DOI ]

A. Plebe, V. Cutello, M. Pavone

Evolving Illumination Design Following Genetic Strategies

International Joint Conference on Computational Intelligence (IJCCI), 2017

[ DOI ]

A. Plebe, M. Pavone
Multi-objective Genetic Algorithm for Interior Lighting Design
International Workshop on Machine learning, Optimization, and Big Data (MOD), 2017

[ DOI ]

A. Plebe, G. Grasso

Particle physics and polyedra proximity calculation for hazard simulations in large-scale industrial plants
International Conference of Computational Methods in Sciences and Engineering (ICCMSE), 2016

[ DOI ]