Massimo De Gregorio

According to our database, Massimo De Gregorio authored at least 53 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

"Mental Images" driven classification.

Gianluca Coda, Massimo De Gregorio, Antonio Sorgente, Paolo Vanacore

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Improving the DRASiW performance by exploiting its own "Mental Images".

Gianluca Coda, Massimo De Gregorio, Antonio Sorgente, Paolo Vanacore

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Classification of preclinical markers in Alzheimer's disease via WiSARD classifier.

Massimo De Gregorio, Alfonso Di Costanzo, Andrea Motta, Debora Paris, Antonio Sorgente

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Weightless Neural Networks for text classification using tf-idf.

Antonio Sorgente, Massimo De Gregorio, Giuseppe Vettigli

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

Detection of elementary particles with the WiSARD n-tuple classifier.

Pedro Xavier, Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

An evolutionary approach for optimizing weightless neural networks.

Maurizio Giordano, Massimo De Gregorio

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

An experimental evaluation of weightless neural networks for multi-class classification.

Massimo De Gregorio, Maurizio Giordano

Appl. Soft Comput., 2018

A Weightless Neural Network as a Classifier to Translate EEG Signals into Robotic hand Commands.

Mariacarla Staffa, Mariangela Berardinelli, Giovanni Acampora, Maurizio Giordano, Massimo De Gregorio, Fanny Ficuciello

Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

2017

Background estimation by weightless neural networks.

Massimo De Gregorio, Maurizio Giordano

Pattern Recognit. Lett., 2017

Evaluating weightless neural networks for bias identification on news.

Rafael Dutra Cavalcanti, Priscila M. V. Lima, Massimo De Gregorio, Daniel Sadoc Menasché

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

CwisarDH ^+ : Background Detection in RGBD Videos by Learning of Weightless Neural Networks.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

WiSARDrp for Change Detection in Video Sequences.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Weightless neural systems.

Nadia Nedjah, Felipe Maia Galvão França, Massimo De Gregorio, Luiza de Macedo Mourelle

Neurocomputing, 2016

Experimenting WNN support in object tracking systems.

Massimo De Gregorio, Maurizio Giordano, Silvia Rossi, Mariacarla Staffa

Neurocomputing, 2016

Cloning DRASiW systems via memory transfer.

Massimo De Gregorio, Maurizio Giordano

Neurocomputing, 2016

Apoptosis and neurogenesis in DRASiW-like systems.

Massimo De Gregorio, Maurizio Giordano

Neurocomputing, 2016

The WiSARD Classifier.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Robot head movements and human effort in the evaluation of tracking performance.

Silvia Rossi, Mariacarla Staffa, Maurizio Giordano, Massimo De Gregorio, Antonio Rossi, Anna Tamburro, Civita Vellucci

Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Segmentation performance in tracking deformable objects via WNNs.

Mariacarla Staffa, Silvia Rossi, Maurizio Giordano, Massimo De Gregorio, Bruno Siciliano

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Background Modeling by Weightless Neural Networks.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

User Tracking in HRI Applications with the Human-in-the-loop.

Silvia Rossi, Mariacarla Staffa, Maurizio Giordano, Massimo De Gregorio, Antonio Rossi, Anna Tamburro, Civita Vellucci

Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, 2015

Memory Transfer in DRASiW-like Systems.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Can you follow that guy?

Mariacarla Staffa, Massimo De Gregorio, Maurizio Giordano, Silvia Rossi

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Advances on Weightless Neural Systems.

Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima, Wilson Rosa de Oliveira

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Change Detection with Weightless Neural Networks.

Massimo De Gregorio, Maurizio Giordano

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

WIPS: the WiSARD Indoor Positioning System.

Douglas de O. Cardoso, João Gama, Massimo De Gregorio, Felipe M. G. França, Maurizio Giordano, Priscila M. V. Lima

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

A Weightless Neural Network-Based Approach for Stream Data Clustering.

Douglas de O. Cardoso, Massimo De Gregorio, Priscila Machado Vieira Lima, João Gama, Felipe Maia Galvão França

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

ISIDIS: an intelligent videosurveillance system.

Massimo De Gregorio, Alessandro Rullo, Salvatore Rubinacci

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

2011

Thresholds tuning of a neuro-symbolic net controlling a behavior-based robotic system.

Mariacarla Staffa, Silvia Rossi, Massimo De Gregorio, Ernesto Burattini

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Clustering data streams with weightless neural networks.

Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010

Producing pattern examples from "mental" images.

Bruno P. A. Grieco, Priscila M. V. Lima, Massimo De Gregorio, Felipe M. G. França

Neurocomputing, 2010

An adaptive oscillatory neural architecture for controlling behavior based robotic systems.

Ernesto Burattini, Massimo De Gregorio, Silvia Rossi

Neurocomputing, 2010

Movement persuit control of an offshore automated platform via a RAM-based neural network.

Horacio L. França, João Carlos Pereira da Silva, Omar Lengerke, Max Suell Dutra, Massimo De Gregorio, Felipe M. G. França

Proceedings of the 11th International Conference on Control, 2010

2009

Extracting fuzzy rules from "mental" images generated by a modified WISARD perceptron.

Bruno P. A. Grieco, Priscila Machado Vieira Lima, Massimo De Gregorio, Felipe Maia Galvão França

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

A brief introduction to Weightless Neural Systems.

Igor Aleksander, Massimo De Gregorio, Felipe Maia Galvão França, Priscila Machado Vieira Lima, Helen Morton

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Editorial.

Massimo De Gregorio, Maria Frucci

Int. J. Pattern Recognit. Artif. Intell., 2008

Robot Navigation Based on Neurosymbolic Reasoning over Landmarks.

Paolo Coraggio, Massimo De Gregorio, Manolo Forastiere

Int. J. Pattern Recognit. Artif. Intell., 2008

An Intelligent Active Video Surveillance System Based on the Integration of Virtual Neural Sensors and BDI Agents.

Massimo De Gregorio

IEICE Trans. Inf. Syst., 2008

A Neural Network Generating Adaptive Rhythms for Controlling Behavior Based Robotic Systems.

Ernesto Burattini, Silvia Rossi, Massimo De Gregorio

Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

Active and reactive use of virtual neural sensors.

Massimo De Gregorio

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

The Agent WiSARD Approach to Intelligent Active Video Surveillance Systems.

Massimo De Gregorio

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

WiSARD and NSP for Robot Global Localization.

Paolo Coraggio, Massimo De Gregorio

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

A Hybrid Intelligent System for Active Video Surveillance.

Massimo De Gregorio

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A Neurosymbolic Hybrid Approach for Landmark Recognition and Robot Localization.

Paolo Coraggio, Massimo De Gregorio

Proceedings of the Advances in Brain, 2007

2005

Agent WiSARD in a 3D World.

Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio, Mariacarla Staffa

Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

2004

A Novel Distributed Scheduling Algorithm for Resource Sharing Under Near-Heavy Load.

Diego Moreira de Araujo Carvalho, Fábio Protti, Massimo De Gregorio, Felipe M. G. França

Proceedings of the Principles of Distributed Systems, 8th International Conference, 2004

2003

NSL: A Neuro-Symbolic Language for a Neuro-Symbolic Processor (NSP).

Ernesto Burattini, Antonio de Francesco, Massimo De Gregorio

Int. J. Neural Syst., 2003

NSP: A Neuro-symbolic Processor.

Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. França

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Agent WiSARD: A Hybrid System for Reconstructing and Understanding Two-dimensional Geometrical Figures.

Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002

NSL: a Neuro-Symbolic Language for Monotonic and Non-Monotonic Logical Inferences.

Ernesto Burattini, Massimo De Gregorio, Antonio de Francesco

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

2000

Mental Imagery in Explanations of Visual Object Classification.

Ernesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

NeuroSymbolic Processing: Non-Monotonic Operators and Their FPGA Implementation.

Ernesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

1996

Is That Portal Ghotic? A Hybrid System for Recognising Architectural Portal Shapes.

Massimo De Gregorio

Proceedings of IAPR Workshop on Machine Vision Applications, 1996