Giovanni Dimauro

Orcid: 0000-0002-4120-5876

According to our database1, Giovanni Dimauro authored at least 91 papers between 1989 and 2025.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2025
Advancing estuarine box modeling: A novel hybrid machine learning and physics-based approach.
Environ. Model. Softw., 2025

2024

A multi-modal tourist trip planner integrating road and pedestrian networks.
Expert Syst. Appl., March, 2024

Patch-based probabilistic identification of plant roots using convolutional neural networks.
Pattern Recognit. Lett., 2024

A Nasal Cytology Dataset for Object Detection and Deep Learning.
CoRR, 2024

Optimizing tomato plant phenotyping detection: Boosting YOLOv8 architecture to tackle data complexity.
Comput. Electron. Agric., 2024

Crop planting layout optimization in sustainable agriculture: A constraint programming approach.
Comput. Electron. Agric., 2024

DeepCilia: Automated, deep-learning based engine for precise ciliary beat frequency estimation.
Biomed. Signal Process. Control., 2024

A Human-AI interaction paradigm and its application to rhinocytology.
Artif. Intell. Medicine, 2024

Sim-to-Real RNN-Based Framework for the Precise Positioning of Autonomous Mobile Robots.
IEEE Access, 2024

Enhancing Small Object Detection in the YOLOv8 model: A Comprehensive Analysis of the Optimized Model Head Adaptations.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

ARIANNA: A novel deep learning-based system for fin contours analysis in individual recognition of dolphins.
Intell. Syst. Appl., May, 2023

A Systematic Review of Effective Hardware and Software Factors Affecting High-Throughput Plant Phenotyping.
Inf., April, 2023

Detection of tomato plant phenotyping traits using YOLOv5-based single stage detectors.
Comput. Electron. Agric., April, 2023

Anaemia detection based on sclera and blood vessel colour estimation.
Biomed. Signal Process. Control., March, 2023


An intelligent non-invasive system for automated diagnosis of anemia exploiting a novel dataset.
Artif. Intell. Medicine, February, 2023

Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms.
BioData Min., January, 2023

Clinical-chatbot AHP evaluation based on "quality in use" of ISO/IEC 25010.
Int. J. Medical Informatics, 2023

Distributed lidar based control for cooperative transportation with multiple autonomous mobile robots.
Proceedings of the IEEE International Conference on Industrial Technology, 2023

An Efficient Deep Learning Approach for Arrhythmia Classification using 3D Temporal SVCG.
Proceedings of the IEEE International Conference on Digital Health, 2023

2022

Italian Parkinson's Voice and Speech.
Dataset, November, 2022

Machine Learning and Image Processing Methods for Cetacean Photo Identification: A Systematic Review.
IEEE Access, 2022

Cloud-Based Visually Aided Mobile Manipulator Kinematic Parameters Calibration.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

A human-centric AI-driven framework for exploring large and complex datasets.
Proceedings of the Sixth International Workshop on Cultures of Participation in the Digital Age: AI for Humans or Humans for AI? co-located with the International Conference on Advanced Visual Interfaces (AVI 2022), 2022

Supporting Secure Agile Development: the VIS-PRISE Tool.
Proceedings of the AVI 2022: International Conference on Advanced Visual Interfaces, Frascati, Rome, Italy, June 6, 2022

2021
Personal Heart Health Monitoring Based on 1D Convolutional Neural Network.
J. Imaging, 2021

Deep learning for processing electromyographic signals: A taxonomy-based survey.
Neurocomputing, 2021

A collaborative Tool to Support Junior Developers in Secure Software Development.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

An Overview on the Security Technological Levels in the Italian Smart Cities.
Proceedings of the Italian Conference on Cybersecurity, 2021

On Internet-of-Things Devices in Ambient Assisted Living Solutions.
Proceedings of the Information Systems Development: Crossing Boundaries between Development and Operations (DevOps) in Information Systems (ISD2021 Proceedings), 2021

Deriving Smart City Security From the Analysis of Their Technological Levels: a Case Study.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020
Design and Execution of Integrated Clinical Pathway: A Simplified Meta-Model and Associated Methodology.
Inf., 2020

Convolutional Neural Networks for Risso's Dolphins Identification.
IEEE Access, 2020

TestGraphia, a Software System for the Early Diagnosis of Dysgraphia.
IEEE Access, 2020

2019
Nasal cytology with deep learning techniques.
Int. J. Medical Informatics, 2019

A SIFT-based software system for the photo-identification of the Risso's dolphin.
Ecol. Informatics, 2019

Detecting Clinical Signs of Anaemia From Digital Images of the Palpebral Conjunctiva.
IEEE Access, 2019

TestGraphia, Document Analysis-Based Diagnosis of Dysgraphia.
Proceedings of the Ambient Assisted Living, 2019

Classification of Cardiac Tones of Mechanical and Native Mitral Valves.
Proceedings of the Ambient Assisted Living, 2019

2018
Cloud Computing for Education: A Systematic Mapping Study.
IEEE Trans. Educ., 2018

A New Method and a Non-Invasive Device to Estimate Anemia Based on Digital Images of the Conjunctiva.
IEEE Access, 2018

Rhino-Cyt: A System for Supporting the Rhinologist in the Analysis of Nasal Cytology.
Proceedings of the Intelligent Computing Theories and Application, 2018

Personal Health E-Record - Toward an Enabling Ambient Assisted Living Technology for Communication and Information Sharing Between Patients and Care Providers.
Proceedings of the Ambient Assisted Living, 2018

2017
Assessment of Speech Intelligibility in Parkinson's Disease Using a Speech-To-Text System.
IEEE Access, 2017

A novel approach for Hepatocellular Carcinoma detection and classification based on triphasic CT Protocol.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
VoxTester, software for digital evaluation of speech changes in Parkinson disease.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

A novel approach to evaluate blood parameters using computer vision techniques.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

A Dynamic Approach to Medical Data Visualization and Interaction.
Proceedings of the Workshop on Valuable Visualization of Healthcare Information: from the quantified self data to conversations, 2016

2014
PQMET: A digital image quality metric based on human visual system.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

2012
A new image quality metric based on human visual system.
Proceedings of the 2012 IEEE International Conference on Virtual Environments Human-Computer Interfaces and Measurement Systems, 2012

2011
Mod-late: an innovative model for the construction of web templates for CMSs.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

2010
A qualitative measure of Jpeg compressed image.
Proceedings of the IEEE International Conference on Virtual Environments, 2010

ELVIS: A system for interact, socialize and learn in a personal learning environment.
Proceedings of the IEEE International Conference on Virtual Environments, 2010

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

On the combination of ${\it abstract-level}$ classifiers.
Int. J. Document Anal. Recognit., 2003

Numeral Recognition by Weighting Local Decisions.
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

An interactive system for the selection of handwritten numeral classes.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

1989
Integration of the Cooley, Rader and Winograd-Fourier algorithms for a faster computation of the DFT.
Proceedings of the Recent Issues in Pattern Analysis and Recognition, 1989


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