Evolving robots able to integrate sensory-motor information over time. - Stefano Nolfi; Davide Marocco (Theory Biosci., 2001)

The Emergence of Language in Grounded Adaptive Agents and Robots. - Angelo Cangelosi; Thomas Riga; Barbara Giolito; Davide Marocco (JSAI Workshops, 2004)

Coevolution of active vision and feature selection. - Dario Floreano; Toshifumi Kato; Davide Marocco; Eric Sauser (Biol. Cybern., 2004)

Information Visualization for Knowledge Extraction in Neural Networks. - Liz J. Stuart; Davide Marocco; Angelo Cangelosi (ICANN (2), 2005)

Origins of Communication in Evolving Robots. - Davide Marocco; Stefano Nolfi (SAB, 2006)

Social Facilitation on the Development of Foraging Behaviors in a Population of Autonomous Robots. - Alberto Acerbi; Davide Marocco; Stefano Nolfi (ECAL, 2007)

Emergence of communication in embodied agents evolved for the ability to solve a collective navigation problem. - Davide Marocco; Stefano Nolfi (Connect. Sci., 2007)

Social learning in embodied agents. - Alberto Acerbi; Davide Marocco; Paul Vogt (Connect. Sci., 2008)

Co-evolving controller and sensing abilities in a simulated Mars Rover explorer. - Martin Peniak; Davide Marocco; Angelo Cangelosi (IEEE Congress on Evolutionary Computation, 2009)

Orienting learning by exploiting sociality: An evolutionary robotics simulation. - Alberto Acerbi; Davide Marocco (IJCNN, 2009)

An island-model framework for evolving neuro-controllers for planetary rover control. - Martin Peniak; Barry Bentley; Davide Marocco; Angelo Cangelosi; Christos Ampatzis; Dario Izzo; Francesco Biscani (IJCNN, 2010)

Grounding action words in the sensorimotor interaction with the world: experiments with a simulated iCub humanoid robot. - Davide Marocco; Angelo Cangelosi; Kerstin Fischer; Tony Belpaeme (Frontiers Neurorobotics, 2010)

A Neural Network model for spatial mental imagery investigation: A study with the humanoid robot platform iCub. - Alessandro G. Di Nuovo; Davide Marocco; Santo Di Nuovo; Angelo Cangelosi (IJCNN, 2011)

Towards the grounding of abstract words: A Neural Network model for cognitive robots. - Francesca Stramandinoli; Angelo Cangelosi; Davide Marocco (IJCNN, 2011)

Emergence of Protosentences in Artificial Communicating Systems. - Ryoko Uno; Davide Marocco; Stefano Nolfi; Takashi Ikegami (IEEE Trans. Auton. Ment. Dev., 2011)

A Neuro-Robotics Model for the Acquisition of Higher Order Concepts in Action and Language. - Francesca Stramandinoli; Davide Marocco; Angelo Cangelosi (CogSci, 2012)

Recurrent neural network for ballistic actions: A study with the iCub. - Alessandro G. Di Nuovo; Davide Marocco (ICDL-EPIROB, 2012)

Online learning of sensorimotor interactions using a neural network with time-delayed inputs. - Martin F. Stoelen; Fabio Bonsignorio; Carlos Balaguer; Davide Marocco; Angelo Cangelosi (ICDL-EPIROB, 2012)

Co-creativity of communication system on behavioral interaction. - Hiroyuki Iizuka; Hideyuki Ando; Taro Maeda; Davide Marocco (RO-MAN, 2012)

Turn-taking supports humanlikeness and communication in perceptual crossing experiments - Toward developing human-like communicable interface devices. - Hiroyuki Iizuka; Davide Marocco; Hideyuki Ando; Taro Maeda (VR, 2012)

The grounding of higher order concepts in action and language: A cognitive robotics model. - Francesca Stramandinoli; Davide Marocco; Angelo Cangelosi (Neural Networks, 2012)

Ballistic Action Planning in Robotics by means of Artificial Imagery. - Alessandro G. Di Nuovo; Davide Marocco; Santo Di Nuovo; Angelo Cangelosi (ECAL, 2013)

The relationship between Flocking Behavior and the Emergence of Leadership. - Francesco Pugliese; Davide Marocco (ECAL, 2013)

Adaptive reachability assessment in the humanoid robot iCub. - Salomón Ramírez-Contla; Davide Marocco (ICDL-EPIROB, 2013)

Grounding abstract action words through the hierarchical organization of motor primitives. - Francesca Stramandinoli; Davide Marocco; Angelo Cangelosi (ICDL-EPIROB, 2013)

A New Methodology for Mitigation of Lava Flow Invasion Hazard - Morphological Evolution of Protective Works by Parallel Genetic Algorithms. - Giuseppe Filippone; William Spataro; Donato D'Ambrosio; Davide Marocco (IJCCI, 2013)

Special issue on artificial mental imagery in cognitive systems and robotics. - Alessandro G. Di Nuovo; Vivian M. De La Cruz; Davide Marocco (Adapt. Behav., 2013)

Efficient application of GPGPU for lava flow hazard mapping. - Donato D'Ambrosio; Giuseppe Filippone; Davide Marocco; Rocco Rongo; William Spataro (J. Supercomput., 2013)

An Exploration on Intuitive Interfaces for Robot Control Based on Self Organisation. - Christos Melidis; Davide Marocco (ALIA, 2014)

Predictive Hebbian association of time-delayed inputs with actions in a developmental robot platform. - Martin F. Stoelen; Davide Marocco; Angelo Cangelosi; Fabio Bonsignorio; Carlos Balaguer (IJCNN, 2014)

Lava Flow Modeling by the Sciara-Fv3 Parallel Numerical Code. - Donato D'Ambrosio; William Spataro; Roberto Parise; Rocco Rongo; Giuseppe Filippone; Davide Spataro; Giulio Iovine; Davide Marocco (PDP, 2014)

The ITALK Project: A Developmental Robotics Approach to the Study of Individual, Social, and Linguistic Learning. - Frank Broz; Chrystopher L. Nehaniv; Tony Belpaeme; Ambra Bisio; Kerstin Dautenhahn; Luciano Fadiga; Tomassino Ferrauto; Kerstin Fischer; Frank Förster; Onofrio Gigliotta; Sascha S. Griffiths; Hagen Lehmann; et al. (Top. Cogn. Sci., 2014)

Putting Theory into Practice with Technology in Chemistry Education. - Shaykhah S. Aldosari; Davide Marocco (CHANGEE/WAPLA/HybridEd@EC-TEL, 2015)

Grounding Serious Game Design on Scientific Findings: The Case of ENACT on Soft Skills Training and Assessment. - Davide Marocco; Daniela Pacella; Elena Dell'Aquila; Andrea Di Ferdinando (EC-TEL, 2015)

Time Delay Effect on Social Interaction Dynamics. - Hiroyuki Iizuka; Sohtaroh Saitoh; Davide Marocco; Masahito Yamamoto (HAI, 2015)

CUDA Dynamic Active Thread List Strategy to Accelerate Debris Flow Simulations. - Giuseppe Filippone; William Spataro; Donato D'Ambrosio; Davide Spataro; Davide Marocco; Giuseppe A. Trunfio (PDP, 2015)

A Human Centric Approach to Robotic Control. - Christos Melidis; Davide Marocco (SMC, 2015)

Experiments on Virtual Manipulation in Chemistry Education. - Shaykhah S. Aldosari; Davide Marocco (EC-TEL, 2016)

Bio-inspired Computational Algorithms in Educational and Serious Games: Some Examples. - Michela Ponticorvo; Andrea Di Ferdinando; Davide Marocco; Orazio Miglino (EC-TEL, 2016)

KURE: Kinematic universal remote interface a human centred remote robot control paradigm. - Christos Melidis; Davide Marocco (SMC, 2016)

Morphological Coevolution for Fluid Dynamical-Related Risk Mitigation. - Giuseppe Filippone; Donato D'Ambrosio; Davide Marocco; William Spataro (ACM Trans. Model. Comput. Simul., 2016)

Approaches to Embed Bio-inspired Computational Algorithms in Educational and Serious Games. - Michela Ponticorvo; Angelo Rega; Andrea Di Ferdinando; Davide Marocco; Orazio Miglino (CAID@IJCAI, 2017)

Toward an Automatic Classification of Negotiation Styles Using Natural Language Processing. - Daniela Pacella; Elena Dell'Aquila; Davide Marocco; Steven Furnell (IVA, 2017)

Making sense of words: a robotic model for language abstraction. - Francesca Stramandinoli; Davide Marocco; Angelo Cangelosi (Auton. Robots, 2017)

The new SCIARA-fv3 numerical model and acceleration by GPGPU strategies. - Davide Spataro; Donato D'Ambrosio; Giuseppe Filippone; Rocco Rongo; William Spataro; Davide Marocco (Int. J. High Perform. Comput. Appl., 2017)

An Educational Robotics Lab to Investigate Cognitive Strategies and to Foster Learning in an Arts and Humanities Course Degree. - Lorella Gabriele; Davide Marocco; Francesca Bertacchini; Pietro S. Pantano; Eleonora Bilotta (Int. J. Online Eng., 2017)

Educational Robotics to Support Social Relations at School. - Federica Truglio; Davide Marocco; Orazio Miglino; Michela Ponticorvo; Franco Rubinacci (RiE, 2018)

Intuitive control of mobile robots: an architecture for autonomous adaptive dynamic behaviour integration. - Christos Melidis; Hiroyuki Iizuka; Davide Marocco (Cogn. Process., 2018)

Creating Digital Environments for Interethnic Conflict Management. - Elena Dell'Aquila; Federica Vallone; Maria Clelia Zurlo; Davide Marocco (MIS4TEL (Workshops), 2019)

A comparison between digital and traditional tools to assess autism: effects on engagement and performance. - Roberta Simeoli; Miriana Arnucci; Angelo Rega; Davide Marocco (PSYCHOBIT, 2019)

Design methods for training teachers in conflict management within multi-ethnic and multicultural classes: a proposed psychological framework. - Federica Vallone; Elena Dell'Aquila; Maria Clelia Zurlo; Davide Marocco (PSYCHOBIT, 2019)

Measuring Progress on an Approach for Interactive Learning of Context-Driven Actions. - Martin F. Stoelen; Davide Marocco; Fabio Bonsignorio; Angelo Cangelosi (Metrics of Sensory Motor Coordination and Integration in Robots and Animals, 2020)

Movement detection software to enhance autism assessment processes. - Roberta Simeoli; Miriana Arnucci; Angelo Rega; Davide Marocco (MOCO, 2020)

Investigating motivation and time perception in traditional and technology-enhanced methods for psychological assessment. - Daniela Pacella; Davide Marocco (PSYCHOBIT, 2020)

LI-AR: an integration of technology and ABA methodology to improve communicative behavior in autism. - Roberta Simeoli; Luigi Iovino; Angelo Rega; Davide Marocco (PSYCHOBIT, 2020)

'ACCORD' e-Platform: development and evaluation of an innovative multicultural training for cchool professionals. - Federica Vallone; Elena Dell'Aquila; Maria Clelia Zurlo; Davide Marocco (PSYCHOBIT, 2020)

Educational Robotics to Foster and Assess Social Relations in Students' Groups. - Michela Ponticorvo; Franco Rubinacci; Davide Marocco; Federica Truglio; Orazio Miglino (Frontiers Robotics AI, 2020)

Autoencoders as an alternative approach to principal component analysis for dimensionality reduction. An application on simulated data from psychometric models. - Monica Casella; Pasquale Dolce; Michela Ponticorvo; Davide Marocco (PSYCHOBIT, 2021)

Operazionalization of the 4C-ID model in a practical context. - Daniela Pellegrini; Cinzia Mezzetti; Elena Messore; Serena Di Sanno; Laura Ducci; Raffaele Di Fuccio; Davide Marocco (PSYCHOBIT, 2021)

EasyDraw: a motion rehabilitation tool for children with autism. - Roberta Simeoli; Cristina D'Amore; Davide Marocco (PSYCHOBIT, 2021)

An innovative tool for olfactive learning with tangible user interfaces in MOOC learning for viticulture and enology learning. - Raffaele Di Fuccio; Giusi Antonia Toto; Michela Ponticorvo; Anna Parola; Davide Marocco; Orazio Miglino (teleXbe (2), 2021)

Artificial Intelligence Applied to Spatial Cognition Assessment. - Michela Ponticorvo; Mario Coccorese; Onofrio Gigliotta; Paolo Bartolomeo; Davide Marocco (IWINAC (1), 2022)

Reproducible Assessment of Valence and Arousal Based on an EEG Wearable Device. - Andrea Apicella 001; Pasquale Arpaia; Andrea Cataldo; Giovanni D'Errico; Davide Marocco; Giovanna Mastrati; Nicola Moccaldi; Andrea Pollastro; Bernadette Ricciardi; Ersilia Vallefuoco (MetroXRAINE, 2022)

From Principal Component Analysis to Autoencoders: a comparison on simulated data from psychometric models. - Monica Casella; Pasquale Dolce; Michela Ponticorvo; Davide Marocco (MetroXRAINE, 2022)

The Design Of A Game-based Software For Children With Autism Spectrum Disorder. - Maria Luongo; Roberta Simeoli; Davide Marocco; Michela Ponticorvo (MetroXRAINE, 2022)

Machine Learning Strategies to Improve Generalization in EEG-based Emotion Assessment: a Systematic Review. - Andrea Apicella 001; Pasquale Arpaia; Giovanni D'Errico; Davide Marocco; Giovanna Mastrati; Nicola Moccaldi; Roberto Prevete (CoRR, 2022)

Coding and educational robotics with peers: The C0D1NC experience to foster inclusion. - Michela Ponticorvo; Franco Rubinacci; Elena Dell'Aquila; Davide Marocco (Frontiers Robotics AI, 2022)

A Gesture-Based Educational System that Integrates Simulation and Molecular Visualization to Teach Chemistry. - Shaykhah S. Aldosari; Bogdan Ghita 003; Davide Marocco (Int. J. Emerg. Technol. Learn., 2022)

Fostering Awareness and Personalization of Learning Artificial Intelligence. - Matteo Baldoni; Cristina Baroglio; Alessio Bottrighi; Monica Bucciarelli; Sara Capecchi; Elena Gandolfi; Cristina Gena; Francesco Ianì; Elisa Marengo; Davide Marocco; Roberto Micalizio; Luca Piovesan; et al. (Ital-IA, 2023)

Exploring Psychological Data by Integrating Explanatory and Predictive Approaches through Artificial Neural Networks: A Brief Overview of Current Applications. - Monica Casella; Pasquale Dolce; Raffaella Esposito; Maria Luongo; Davide Marocco; Nicola Milano; Michela Ponticorvo; Roberta Simeoli (Ital-IA, 2023)

Mitigating the Negative Effect of Telepresence Robots via an Empathy-Eliciting Robot Moderator. - Ali Asadi; Erica Chinzer; Davide Marocco; Kerstin Fischer (MetroXRAINE, 2023)

Autoencoders as a Tool to Detect Nonlinear Relationships in Latent Variables Models. - Raffaella Esposito; Monica Casella; Nicola Milano; Davide Marocco (MetroXRAINE, 2023)

Exploring Motor Patterns in Autism Spectrum Disorder Using Raw Data and Artificial Intelligence: A Pilot Study. - Maria Luongo; Roberta Simeoli; Davide Marocco; Michela Ponticorvo (MetroXRAINE, 2023)

Error: Evaluating Trust Wearing Off in Robots. - Alessandra Rossi 001; Raffaella Esposito; Davide Marocco; Silvia Rossi 002 (MULTITTRUST@HAI, 2023)

Not Only ChatGPT: Educational Approaches for Embodied Artificial Intelligence (full paper). - Monica Casella; Clara Nobile; Raffaella Esposito; Maria Luongo; Alessio Manfredini; Nicola Milano; Onofrio Gigliotta; Davide Marocco; Michela Ponticorvo (edu4AI@AI*IA, 2024)

LLM embeddings on test items predict post hoc loadings in personality tests. - Monica Casella; Maria Luongo; Davide Marocco; Nicola Milano; Michela Ponticorvo (Ital-IA, 2024)

Analyzing the Impact of Questionnaire Length on Respondent Burden Through Biosensors. - Monica Casella; Francesca Borghesi; Pietro Cipresso; Davide Marocco (MetroXRAINE, 2024)

Modeling Nonlinear Relationships in Psychometric Data Using Variational Autoencoders: Insights from Simulated Data. - Monica Casella; Nicola Milano; Raffaella Esposito; Davide Marocco (MetroXRAINE, 2024)

All Digital Academy Project: Upskilling Adult Educators on Key Digital Emerging Technologies. - Alessio Manfredini; Monica Casella; Raffaella Esposito; Davide Marocco (MetroXRAINE, 2024)

Teaching Embodied Artificial Intelligence to Children (Teach E-AI 2C): An Educational Proposal for Young Learners. - Clara Nobile; Davide Marocco; Michela Ponticorvo; Onofrio Gigliotta (MetroXRAINE, 2024)

Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods. - Andrea Apicella 001; Pasquale Arpaia; Giovanni D'Errico; Davide Marocco; Giovanna Mastrati; Nicola Moccaldi; Roberto Prevete (Neurocomputing, 2024)

Comparing Human Expertise and Large Language Models Embeddings in Content Validity Assessment of Personality Tests. - Nicola Milano; Michela Ponticorvo; Davide Marocco (CoRR, 2025)