Deep Learning for Algorithm Portfolios

Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science +13

Preferences and Ethical Principles in Decision Making

Andrea Loreggia, Nicholas Mattei, Francesca Rossi, +1

Artificial IntelligenceEngineeringEthical DilemmaBehavioral Decision MakingChoice Theory +18

On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS)

Vishal Pallagani, Bharath Muppasani, Kaushik Roy, +7

Proceedings of the International Conference on Automated Planning and Scheduling

Artificial IntelligenceEngineeringAutomated PlanningGlobal PlanningIntelligent Systems +17

An Empirical Study on Ensemble of Segmentation Approaches

Loris Nanni, Alessandra Lumini, Andrea Loreggia, +2

Signals

Convolutional Neural NetworkEngineeringMachine LearningPyramid Vision TransformersImage Classification +19

Varied Image Data Augmentation Methods for Building Ensemble

Riccardo Bravin, Loris Nanni, Andrea Loreggia, +2

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersImage Classification +15

Voting with random classifiers (VORACE): theoretical and experimental analysis

Cristina Cornelio, Michele Donini, Andrea Loreggia, +2

Autonomous Agents and Multi-Agent Systems

A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies

Loris Nanni, Andrea Loreggia, Alessandra Lumini, +1

Journal of Imaging

Convolutional Neural NetworkStandardized ApproachEngineeringMachine LearningBiometrics +21

A principle-based approach to AI: the case for European Union and Italy

Francesco Corea, Fabio Fossa, Andrea Loreggia, +2

AI & Society

Building Ensemble of Deep Networks: Convolutional Networks and Transformers

Loris Nanni, Andrea Loreggia, Leonardo Barcellona, +1

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +15

A Borda count for collective sentiment analysis

Umberto Grandi, Andrea Loreggia, Francesca Rossi, +1

Annals of Mathematics and Artificial Intelligence

Computational Social ScienceEngineeringOpinion AggregationComputational LinguisticsKnowledge Discovery +9