Giuseppe Pirlo

Orcid: 0000-0002-7305-2210

According to our database1, Giuseppe Pirlo authored at least 165 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Hybrid Protection Scheme for the Gait Analysis in Early Dementia Recognition.
Sensors, 2024

Handwriting Detection Test (HWDT): Android Application for the Recognition of Neurodegenerative Diseases.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Filtered Random Hybrid Strokes (Frhs): Filtering Time-Series Considerding Velocity Profile.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
An innovative two-stage algorithm to optimize Firewall rule ordering.
Comput. Secur., November, 2023

Multi-speed transformer network for neurodegenerative disease assessment and activity recognition.
Comput. Methods Programs Biomed., March, 2023

MIRROR: Methodological Innovation to Remodel the Electric Loads to Reduce Economic OR Environmental Impact of User.
Algorithms, January, 2023

YAMME: a YAra-byte-signatures Metamorphic Mutation Engine.
IEEE Trans. Inf. Forensics Secur., 2023

Next Activity Prediction: An Application of Shallow Learning Techniques Against Deep Learning Over the BPI Challenge 2020.
IEEE Access, 2023

A Heuristic to Select the Optimal Transformation Matrixes in Bio-Convolving with Mixing Transform.
Proceedings of the Italian Conference on Cyber Security (ITASEC 2023), 2023

Next Activity Prediction and Elapsed Time Prediction on Process Dataset.
Proceedings of the Italia Intelligenza Artificiale, 2023

Handwriting Task-Selection based on the Analysis of Patterns in Classification Results on Alzheimer Dataset.
Proceedings of the Workshop on Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders co-located with SDS23 IEEE Swiss Conference on Data Science(IEEESDS'23), 2023

An Approach using transformer architecture for emotion recognition through Electrocardiogram Signal(s).
Proceedings of the Workshop on Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders co-located with SDS23 IEEE Swiss Conference on Data Science(IEEESDS'23), 2023

A benchmarking study of deep learning techniques applied for breath analysis.
Proceedings of the Workshop on Data Science Techniques for Datasets on Mental and Neurodegenerative Disorders co-located with SDS23 IEEE Swiss Conference on Data Science(IEEESDS'23), 2023

2022
Human Gait Analysis in Neurodegenerative Diseases: A Review.
IEEE J. Biomed. Health Informatics, 2022

AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath.
Pattern Recognit., 2022

WanDa: A Mobile Application to Prevent Wandering.
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

Human Description in the Wild: Description of the Scene with Ensembles of AI Models.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Adagio: A Bot for Audio Processing Against Violence.
Proceedings of the Product-Focused Software Process Improvement, 2022

A Study on Malware Detection and Classification Using the Analysis of API Calls Sequences Through Shallow Learning and Recurrent Neural Networks.
Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022

Cyber Aggression and Cyberbullying Identification on Social Networks.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Comparing Artificial Intelligence Algorithms in Computer Vision: The Weapon Detection Benchmark.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Early Dementia Identification: On the Use of Random Handwriting Strokes.
Proceedings of the Intertwining Graphonomics with Human Movements, 2022

Behavioral Analysis for User Satisfaction.
Proceedings of the Eighth IEEE International Conference on Multimedia Big Data, 2022

2021
Automatic Signature Verification in the Mobile Cloud Scenario: Survey and Way Ahead.
IEEE Trans. Emerg. Top. Comput., 2021

A comparative study of shallow learning and deep transfer learning techniques for accurate fingerprints vitality detection.
Pattern Recognit. Lett., 2021

Effective Machine Learning Solutions for Punctual Weather Parameter Forecasting in a Real Missing Data Scenario.
Int. J. Pattern Recognit. Artif. Intell., 2021

Sit-to-Stand Test for Neurodegenerative Diseases Video Classification.
Int. J. Pattern Recognit. Artif. Intell., 2021

One Time User Key: A User-Based Secret Sharing XOR-ed Model for Multiple User Cryptography in Distributed Systems.
IEEE Access, 2021

Ensemble Consensus: An Unsupervised Algorithm for Anomaly Detection in Network Security data.
Proceedings of the Italian Conference on Cybersecurity, 2021

Identifying Anomalous Places, Routes by GPS Feature: A System for Child Monitoring.
Proceedings of the Italian Conference on Cybersecurity, 2021

A Case Study of Navigation System Assistance with Safety Purposes in the Context of Covid-19 Pandemic.
Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Benchmarking of Shallow Learning and Deep Learning Techniques with Transfer Learning for Neurodegenerative Disease Assessment Through Handwriting.
Proceedings of the Document Analysis and Recognition, 2021

2020
Affective states recognition through touch dynamics.
Multim. Tools Appl., 2020

A Controlled Benchmark of Video Violence Detection Techniques.
Inf., 2020

Gait Analysis for Early Neurodegenerative Diseases Classification Through the Kinematic Theory of Rapid Human Movements.
IEEE Access, 2020

An Unsupervised Behavioral Analysis of Highway Traffic Flow for Security Applications.
Proceedings of the Fourth Italian Conference on Cyber Security, 2020

Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures.
Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Sit-to-Stand Test for Neurodegenerative Diseases Video Classification.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Fall Detection by Human Pose Estimation and Kinematic Theory.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

An Analysis of Tasks and Features for Neuro-Degenerative Disease Assessment by Handwriting.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Signatures' stability evaluation in a multi-device scenario.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Vertex Feature Classification (VFC).
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Double Deep Q Network with In-Parallel Experience Generator.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Investigating the Sigma-Lognormal Model for Disease Classification by Handwriting.
Proceedings of the Lognormality Principle and its Applications in e-Security, 2020

2019
Vehicular Traffic Congestion Classification by Visual Features and Deep Learning Approaches: A Comparison.
Sensors, 2019

Handwriting analysis to support neurodegenerative diseases diagnosis: A review.
Pattern Recognit. Lett., 2019

Dynamically enhanced static handwriting representation for Parkinson's disease detection.
Pattern Recognit. Lett., 2019

eHealth and Artificial Intelligence.
Inf., 2019

Deep learning approach to generate offline handwritten signatures based on online samples.
IET Biom., 2019

A Perspective Analysis of Handwritten Signature Technology.
ACM Comput. Surv., 2019

A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia.
Cogn. Comput., 2019

Attentional Pattern Classification for Automatic Dementia Detection.
IEEE Access, 2019

Semantics for Wastewater Reuse in Agriculture.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Touch dynamics for affective states recognition: your smartphone knows how you feel since you unlock it.
Proceedings of the Workshop Socio-Affective Technologies: an interdisciplinary approach co-located with IEEE SMC 2019 (Systems, 2019

Handwriting Dynamics as an Indicator of Cognitive Reserve: An Exploratory Study.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Real-Time Neurodegenerative Disease Video Classification with Severity Prediction.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Weighted Direct Matching Points for User Stability Model in Multiple Domains: A Proposal for On-Line Signature Verification.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Performance-Driven Handwriting Task Selection for Parkinson's Disease Classification.
Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018
Detection and Validation of Tow-Away Road Sign Licenses through Deep Learning Methods.
Sensors, 2018

Personal digital bodyguards for e-security, e-learning and e-health: A prospective survey.
Pattern Recognit., 2018

Dynamic Handwriting Analysis for Supporting Earlier Parkinson's Disease Diagnosis.
Inf., 2018

LICIC: Less Important Components for Imbalanced Multiclass Classification.
Inf., 2018

2017
Guest Editorial Special Issue on Drawing and Handwriting Processing for User-Centered Systems.
IEEE Trans. Hum. Mach. Syst., 2017

Stability-based system for bearing fault early detection.
Expert Syst. Appl., 2017

Script Identification of Multi-Script Documents: A Survey.
IEEE Access, 2017

A Brief Overview on Handwriting Analysis for Neurodegenerative Disease Diagnosis.
Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

Towards a Digitized Protocol based on Handwriting for the Assessment of Neurodegenerative Disorders.
Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

2016
Predictive Sales Analysis According to the Effect of Weather.
Proceedings of the 2nd International Conference on Recent Trends and Applications in Computer Science and Information Technology, 2016

Student Assessment by Optimal Questionnaire Design.
Proceedings of the 2nd International Conference on Recent Trends and Applications in Computer Science and Information Technology, 2016

2015
Multidomain Verification of Dynamic Signatures Using Local Stability Analysis.
IEEE Trans. Hum. Mach. Syst., 2015

Interoperability of Biometric Systems: Analysis of Geometric Characteristics of Handwritten Signatures.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Early Diagnosis of Neurodegenerative Diseases by Handwritten Signature Analysis.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

A Survey on Traffic Light Detection.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Behaviour of dynamic and static feature dependences in constrained signatures.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Class-adaptive zoning methods for recognizing handwritten digits and characters.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Similarity-based regularization for semi-supervised learning for handwritten digit recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Novel method for early bearing fault detection based on dynamic stability measure.
Proceedings of the International Carnahan Conference on Security Technology, 2015

Off-line signature stability by optical flow: Feasibility study of predicting the verifier performance.
Proceedings of the International Carnahan Conference on Security Technology, 2015

2014
Online Signature Verification.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Zoning methods for handwritten character recognition: A survey.
Pattern Recognit., 2014

"Special Issue on Handwriting recognition and other PR applications".
Pattern Recognit., 2014

Adaptive Zoning Design by Supervised Learning using Multi-objective Optimization.
Int. J. Comput. Intell. Appl., 2014

On-Line Signature Verification by Multi-domain Classification.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Recent Advances in Offline Signature Identification.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Evaluating Threshold for Retraining Rule in Semi-supervised Learning Using Multi-expert System.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Handwritten Processing for Pre Diagnosis of Alzheimer Disease.
Proceedings of the BIODEVICES 2014, 2014

2013
Verification of Static Signatures by Optical Flow Analysis.
IEEE Trans. Hum. Mach. Syst., 2013

Cosine similarity for analysis and verification of static signatures.
IET Biom., 2013

Editorial.
IET Biom., 2013

Stability of Dynamic Signatures: From the Representation to the Generation Domain.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Learning Strategies for Knowledge-Base Updating in Online Signature Verification Systems.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Layout-Based Document-Retrieval System by Radon Transform Using Dynamic Time Warping.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A New Adaptive Zoning Technique for Handwritten Digit Recognition.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Learning Iterative Strategies in Multi-Expert Systems Using SVMs for Digit Recognition.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Voronoi Tessellation for Effective and Efficient Handwritten Digit Classification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Writing Generation Model for Health Care Neuromuscular System Investigation.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013

2012
Adaptive Membership Functions for Handwritten Character Recognition by Voronoi-Based Image Zoning.
IEEE Trans. Image Process., 2012

Adaptive Score Normalization for Output Integration in Multiclassifier Systems.
IEEE Signal Process. Lett., 2012

A multi-resolution multi-classifier system for speaker verification.
Expert Syst. J. Knowl. Eng., 2012

Supervised learning strategies in multi-classifier systems.
Proceedings of the 11th International Conference on Information Science, 2012

A genetic algorithm based clustering approach for improving off-line handwritten digit classification.
Proceedings of the 11th International Conference on Information Science, 2012

Analysis of Stability in Static Signatures Using Cosine Similarity.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Handwritten Signature Verification: New Advancements and Open Issues.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Handwritten Digit Recognition by Multi-objective Optimization of Zoning Methods.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

New Advancements in Zoning-Based Recognition of Handwritten Characters.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Multi-classifier System Configuration Using Genetic Algorithms.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Benchmarking of Update Learning Strategies on Digit Classifier Systems.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Voronoi-Based Zoning Design by Multi-objective Genetic Optimization.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011
Fuzzy-Zoning-Based Classification for Handwritten Characters.
IEEE Trans. Fuzzy Syst., 2011

Stability Analysis of Static Signatures for Automatic Signature Verification.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Static Signature Verification by Optical Flow Analysis.
Proceedings of the 1st International Workshop on Automated Forensic Handwriting Analysis: A Satellite Workshop of ICDAR-2011, 2011

Tuning between Exponential Functions and Zones for Membership Functions Selection in Voronoi-Based Zoning for Handwritten Character Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Updating Knowledge in Feedback-Based Multi-classifier Systems.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
Generating Sets of Classifiers for the Evaluation of Multi-expert Systems.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Membership Functions for Zoning-Based Recognition of Handwritten Digits.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Artificial Classifier Generation for Multi-expert System Evaluation.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Zoning Methods for Hand-Written Character Recognition: An Overview.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

On-line Signature Verification by Stroke-Dependent Representation Domains.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Analysis of Membership Functions for Voronoi-Based Classification.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
A Feedback-Based Multi-Classifier System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Combination of Measurement-Level Classifiers: Output Normalization by Dynamic Time Warping.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Learning Local Correspondences for Static Signature Verification.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Feature Membership Functions in Voronoi-Based Zoning.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
Automatic Signature Verification: The State of the Art.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Handwritten Signature and Speech: Preliminary Experiments on Multiple Source and Classifiers for Personal Identity Verification.
Proceedings of the Computational Forensics, Second International Workshop, 2008

2007
Verification of Handwritten Signatures: an Overview.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

2006
Optimal zoning design by genetic algorithms.
IEEE Trans. Syst. Man Cybern. Part A, 2006

2004
Recent advancements in automatic signature verification.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003
Residue-to-binary conversion by the "quotient function".
IEEE Trans. Circuits Syst. II Express Briefs, 2003

Class-oriented recognizer design by weighting local decisions.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Numeral Recognition by Weighting Local Decisions.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Multi-Expert Verification of Hand-Written Signatures.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Analysis of stability in hand-written dynamic signatures.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

A new database for research on bank-check processing.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Discovering Rules for Dynamic Configuration of Multi-classifier Systems.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Increasing the Number of Classifiers in Multi-classifier Systems: A Complementarity-Based Analysis.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2000
RNS architectures for the implementation of the 'diagonal function'.
Inf. Process. Lett., 2000

A Multi-expert System for Dynamic Signature Verification.
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000

1999
A New Database of Confusing Characters for Testing Character Recognition Algorithms.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Image Basic Features Indexing Techniques for Video Skimming.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Knowledge-Based Methods for Classifier Combination: An Experimental Investigation.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Selection of Reference Signatures for Automatic Signature Verification.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Electronic Document Image Resizing.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1997
A Multi-Expert Signature Verification System for Bankcheck Processing.
Int. J. Pattern Recognit. Artif. Intell., 1997

Automatic Bankcheck Processing: A New Engineered System.
Int. J. Pattern Recognit. Artif. Intell., 1997

Zoning Design for Handwritten Numeral Recognition.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Handwriting Recognition: State of the Art and Future Trends.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1995
A Robust Analytical Approach for Handwritten Word Recognition.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

Describing Words by Graphs.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

Selecting Reference Signatures for On-Line Signature Verification.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

Segmentation of numeric strings.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

A structural method with local refining for handwritten character recognition.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994
Component-Oriented Algorithms for Signature Verification.
Int. J. Pattern Recognit. Artif. Intell., 1994

1993
A New Technique for Fast Number Comparison in the Residue Number System.
IEEE Trans. Computers, 1993

A New Thinning Algorithm Based on Controlled Deletion of Edge Regions.
Int. J. Pattern Recognit. Artif. Intell., 1993

A system for bankchecks processing.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
A new magnitude function for fast numbers comparison in the residue number system.
Microprocess. Microprogramming, 1992

Classification of ambiguous patterns.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

From character to cursive script recognition: future trends in scientific research.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Integration of a structural features-based preclassifier and a man-machine interactive classifier for a fast multi-stroke character recognition.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1990
Synaptic patterns in neural network detecting oriented slabs.
Proceedings of the Medical Imaging IV: Image Processing, 1990

1989
A spectra analysis-based signature verification system.
Proceedings of the Recent Issues in Pattern Analysis and Recognition, 1989


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