Gennaro Vessio

Raffaele Scaringi

Katarzyna Kaczmarek-Majer

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

A survey of visual and procedural handwriting analysis for neuropsychological assessment.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Leveraging Knowledge Graphs and Deep Learning for automatic art analysis.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries.

[BibT_eX]

[DOI]

Natalia Díaz Rodríguez

Inf. Sci., 2022

A Deep Learning Approach to Clustering Visual Arts.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection.

[BibT_eX]

[DOI]

Giuseppina Andresini

Annalisa Appice

Francesco Paolo Caforio

Donato Malerba

Expert Syst. Appl., 2022

MLOps: A Taxonomy and a Methodology.

[BibT_eX]

[DOI]

IEEE Access, 2022

Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering.

[BibT_eX]

[DOI]

Francesco Saverio Troccoli

Corrado Mencar

Gaetano Sette

Proceedings of the International Joint Conference on Neural Networks, 2022

Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

Computer Vision Meets Drones: Our Research Experience.

[BibT_eX]

[DOI]

Corrado Mencar

Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, November 28, 2022

2021

Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Visual link retrieval and knowledge discovery in painting datasets.

[BibT_eX]

[DOI]

Eufemia Lella

Multim. Tools Appl., 2021

Editorial for Special Issue "Fine Art Pattern Extraction and Recognition".

[BibT_eX]

[DOI]

Fabio Bellavia

J. Imaging, 2021

Sequence-based dynamic handwriting analysis for Parkinson's disease detection with one-dimensional convolutions and BiGRUs.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

An easy-to-explain decision support framework for forensic analysis of dynamic signatures.

[BibT_eX]

[DOI]

Digit. Investig., 2021

ArtGraph: Towards an Artistic Knowledge Graph.

[BibT_eX]

[DOI]

Giovanni Sansaro

CoRR, 2021

Segmentation of remotely sensed images with a neuro-fuzzy inference system.

[BibT_eX]

[DOI]

Proceedings of WILF 2021, 2021

Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

Integrating Contextual Knowledge to Visual Features for Fine Art Classification.

[BibT_eX]

[DOI]

Giovanni Sansaro

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems.

[BibT_eX]

[DOI]

Francesco Paolo Caforio

Proceedings of the Discovery Science - 24th International Conference, 2021

Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2021

Understanding Art with AI: Our Research Experience.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2021 Discussion Papers co-located with the the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020

Ensembling complex network 'perspectives' for mild cognitive impairment detection with artificial neural networks.

[BibT_eX]

[DOI]

Eufemia Lella

Pattern Recognit. Lett., 2020

Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

Recognizing the Waving Gesture in the Interaction with a Social Robot.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Towards a Decision Support Framework for Forensic Analysis of Dynamic Signatures.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: The Era of Big Data and Data Science, 2020

Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Convolutional Embedding for Digitized Painting Clustering.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Exploiting Time in Adaptive Learning from Educational Data.

[BibT_eX]

[DOI]

Gabriella Casalino

Proceedings of the Bridges and Mediation in Higher Distance Education, 2020

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Evaluation of Cognitive Impairment in Pediatric Multiple Sclerosis with Machine Learning: An Exploratory Study of miRNA Expressions.

[BibT_eX]

[DOI]

Gabriella Casalino

Arianna Consiglio

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks.

[BibT_eX]

[DOI]

Miguel Angel Ferrer-Ballester

Proceedings of the Discovery Science - 23rd International Conference, 2020

Pepper4Museum: Towards a Human-like Museum Guide.

[BibT_eX]

[DOI]

Proceedings of the AVI²CH Workshop on Advanced Visual Interfaces and Interactions in Cultural Heritage co-located with 2020 International Conference on Advanced Visual Interfaces (AVI 2020), 2020

Investigating the Sigma-Lognormal Model for Disease Classification by Handwriting.

[BibT_eX]

[DOI]

Proceedings of the Lognormality Principle and its Applications in e-Security, 2020

2019

Dynamically enhanced static handwriting representation for Parkinson's disease detection.

[BibT_eX]

[DOI]

Moisés Díaz

Pattern Recognit. Lett., 2019

A Handwriting-Based Protocol for Assessing Neurodegenerative Dementia.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Attentional Pattern Classification for Automatic Dementia Detection.

[BibT_eX]

[DOI]

IEEE Access, 2019

An Evolutionary Approach to address Interoperability Issues in Multi-Device Signature Verification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Handwriting Dynamics as an Indicator of Cognitive Reserve: An Exploratory Study.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Performance-Driven Handwriting Task Selection for Parkinson's Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

An ASM-based characterisation of starvation-free systems.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2018

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

[BibT_eX]

[DOI]

Inf., 2018

2017

Analysis of Properties of Complex Systems with Abstract State Machines.

[BibT_eX]

[DOI]

PhD thesis, 2017

An ASM-based Characterization of Starvation-free Systems.

[BibT_eX]

[DOI]

CoRR, 2017

Intercepting Blackhole Attacks in MANETs: An ASM-based Model.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2017

Towards a Digitized Protocol based on Handwriting for the Assessment of Neurodegenerative Disorders.

[BibT_eX]

[DOI]

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

CoreASM-based Evaluation of the N-AODV Protocol for MANETs.

[BibT_eX]

[DOI]

J. Mobile Multimedia, 2016

Towards an ASM-based Characterization of the Deadlock-freedom Property.

[BibT_eX]

[DOI]