Massimo De Gregorio

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 16

Top Topics

Probabilistic Classifiers

Higher Classification Accuracy

Video Sequences

Top Venues

ICIAP Workshops

Publications

Gianluca Coda, Massimo De Gregorio, Antonio Sorgente, Paolo Vanacore
Improving the DRASiW performance by exploiting its own "Mental Images". ESANN (2023)
Massimo De Gregorio, Alfonso Di Costanzo, Andrea Motta, Debora Paris, Antonio Sorgente
Classification of preclinical markers in Alzheimer's disease via WiSARD classifier. ESANN (2022)
Antonio Sorgente, Massimo De Gregorio, Giuseppe Vettigli
Weightless Neural Networks for text classification using tf-idf. ESANN (2021)
Pedro Xavier, Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima
Detection of elementary particles with the WiSARD n-tuple classifier. ESANN (2020)
Maurizio Giordano, Massimo De Gregorio
An evolutionary approach for optimizing weightless neural networks. ESANN (2019)
Massimo De Gregorio, Maurizio Giordano
An experimental evaluation of weightless neural networks for multi-class classification. Appl. Soft Comput. 72 (2018)
Mariacarla Staffa, Mariangela Berardinelli, Giovanni Acampora, Maurizio Giordano, Massimo De Gregorio, Fanny Ficuciello
A Weightless Neural Network as a Classifier to Translate EEG Signals into Robotic hand Commands. RO-MAN (2018)
Massimo De Gregorio, Maurizio Giordano
WiSARDrp for Change Detection in Video Sequences. ESANN (2017)
Massimo De Gregorio, Maurizio Giordano
CwisarDH ^+ : Background Detection in RGBD Videos by Learning of Weightless Neural Networks. ICIAP Workshops (2017)
Massimo De Gregorio, Maurizio Giordano
Background estimation by weightless neural networks. Pattern Recognit. Lett. 96 (2017)
Rafael Dutra Cavalcanti, Priscila M. V. Lima, Massimo De Gregorio, Daniel Sadoc Menasché
Evaluating weightless neural networks for bias identification on news. ICNSC (2017)
Massimo De Gregorio, Maurizio Giordano
Apoptosis and neurogenesis in DRASiW-like systems. Neurocomputing 183 (2016)
Massimo De Gregorio, Maurizio Giordano
The WiSARD Classifier. ESANN (2016)
Massimo De Gregorio, Maurizio Giordano
Cloning DRASiW systems via memory transfer. Neurocomputing 192 (2016)
Nadia Nedjah, Felipe Maia Galvão França, Massimo De Gregorio, Luiza de Macedo Mourelle
Weightless neural systems. Neurocomputing 183 (2016)
Massimo De Gregorio, Maurizio Giordano, Silvia Rossi, Mariacarla Staffa
Experimenting WNN support in object tracking systems. Neurocomputing 183 (2016)
Massimo De Gregorio, Maurizio Giordano
Memory Transfer in DRASiW-like Systems. ESANN (2015)
Massimo De Gregorio, Maurizio Giordano
Background Modeling by Weightless Neural Networks. ICIAP Workshops (2015)
Silvia Rossi, Mariacarla Staffa, Maurizio Giordano, Massimo De Gregorio, Antonio Rossi, Anna Tamburro, Civita Vellucci
User Tracking in HRI Applications with the Human-in-the-loop. HRI (Extended Abstracts) (2015)
Mariacarla Staffa, Silvia Rossi, Maurizio Giordano, Massimo De Gregorio, Bruno Siciliano
Segmentation performance in tracking deformable objects via WNNs. ICRA (2015)
Silvia Rossi, Mariacarla Staffa, Maurizio Giordano, Massimo De Gregorio, Antonio Rossi, Anna Tamburro, Civita Vellucci
Robot head movements and human effort in the evaluation of tracking performance. RO-MAN (2015)
Mariacarla Staffa, Massimo De Gregorio, Maurizio Giordano, Silvia Rossi
Can you follow that guy? ESANN (2014)
Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima, Wilson Rosa de Oliveira
Advances on Weightless Neural Systems. ESANN (2014)
Massimo De Gregorio, Maurizio Giordano
Change Detection with Weightless Neural Networks. CVPR Workshops (2014)
Douglas de O. Cardoso, João Gama, Massimo De Gregorio, Felipe M. G. França, Maurizio Giordano, Priscila M. V. Lima
WIPS: the WiSARD Indoor Positioning System. ESANN (2013)
Massimo De Gregorio, Alessandro Rullo, Salvatore Rubinacci
ISIDIS: an intelligent videosurveillance system. AVI (2012)
Douglas de O. Cardoso, Massimo De Gregorio, Priscila Machado Vieira Lima, João Gama, Felipe Maia Galvão França
A Weightless Neural Network-Based Approach for Stream Data Clustering. IDEAL (2012)
Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França
Clustering data streams with weightless neural networks. ESANN (2011)
Mariacarla Staffa, Silvia Rossi, Massimo De Gregorio, Ernesto Burattini
Thresholds tuning of a neuro-symbolic net controlling a behavior-based robotic system. ESANN (2011)
Bruno P. A. Grieco, Priscila M. V. Lima, Massimo De Gregorio, Felipe M. G. França
Producing pattern examples from "mental" images. Neurocomputing 73 (7-9) (2010)
Horacio L. França, João Carlos Pereira da Silva, Omar Lengerke, Max Suell Dutra, Massimo De Gregorio, Felipe M. G. França
Movement persuit control of an offshore automated platform via a RAM-based neural network. ICARCV (2010)
Ernesto Burattini, Massimo De Gregorio, Silvia Rossi
An adaptive oscillatory neural architecture for controlling behavior based robotic systems. Neurocomputing 73 (16-18) (2010)
Igor Aleksander, Massimo De Gregorio, Felipe Maia Galvão França, Priscila Machado Vieira Lima, Helen Morton
A brief introduction to Weightless Neural Systems. ESANN (2009)
Bruno P. A. Grieco, Priscila Machado Vieira Lima, Massimo De Gregorio, Felipe Maia Galvão França
Extracting fuzzy rules from "mental" images generated by a modified WISARD perceptron. ESANN (2009)
Massimo De Gregorio
An Intelligent Active Video Surveillance System Based on the Integration of Virtual Neural Sensors and BDI Agents. IEICE Trans. Inf. Syst. (7) (2008)
Paolo Coraggio, Massimo De Gregorio, Manolo Forastiere
Robot Navigation Based on Neurosymbolic Reasoning over Landmarks. Int. J. Pattern Recognit. Artif. Intell. 22 (5) (2008)
Ernesto Burattini, Silvia Rossi, Massimo De Gregorio
A Neural Network Generating Adaptive Rhythms for Controlling Behavior Based Robotic Systems. SBRN (2008)
Massimo De Gregorio, Maria Frucci
Editorial. Int. J. Pattern Recognit. Artif. Intell. 22 (5) (2008)
Massimo De Gregorio
Active and reactive use of virtual neural sensors. ESANN (2008)
Paolo Coraggio, Massimo De Gregorio
A Neurosymbolic Hybrid Approach for Landmark Recognition and Robot Localization. BVAI (2007)
Massimo De Gregorio
The Agent WiSARD Approach to Intelligent Active Video Surveillance Systems. MVA (2007)
Massimo De Gregorio
A Hybrid Intelligent System for Active Video Surveillance. ISDA (2007)
Paolo Coraggio, Massimo De Gregorio
WiSARD and NSP for Robot Global Localization. IWINAC (2) (2007)
Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio, Mariacarla Staffa
Agent WiSARD in a 3D World. IWINAC (2) (2005)
Diego Moreira de Araujo Carvalho, Fábio Protti, Massimo De Gregorio, Felipe M. G. França
A Novel Distributed Scheduling Algorithm for Resource Sharing Under Near-Heavy Load. OPODIS (2004)
Ernesto Burattini, Paolo Coraggio, Massimo De Gregorio
Agent WiSARD: A Hybrid System for Reconstructing and Understanding Two-dimensional Geometrical Figures. HIS (2003)
Ernesto Burattini, Antonio de Francesco, Massimo De Gregorio
NSL: A Neuro-Symbolic Language for a Neuro-Symbolic Processor (NSP). Int. J. Neural Syst. 13 (2) (2003)
Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. França
NSP: A Neuro-symbolic Processor. IWANN (2) (2003)
Ernesto Burattini, Massimo De Gregorio, Antonio de Francesco
NSL: a Neuro-Symbolic Language for Monotonic and Non-Monotonic Logical Inferences. SBRN (2002)
Ernesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini
NeuroSymbolic Processing: Non-Monotonic Operators and Their FPGA Implementation. SBRN (2000)
Ernesto Burattini, Massimo De Gregorio, Guglielmo Tamburrini
Mental Imagery in Explanations of Visual Object Classification. SBRN (2000)
Massimo De Gregorio
Is That Portal Ghotic? A Hybrid System for Recognising Architectural Portal Shapes. MVA (1996)