Iterative pruning in second-order recurrent neural networks. - Giovanna Castellano; Anna Maria Fanelli; Marcello Pelillo (Neural Process. Lett., 1995)

Pruning in Fuzzy-Neural Systems. - Giovanna Castellano; Anna Maria Fanelli (ESM, 1996)

Automatic generation of rules for a fuzzy robotic controller. - Giovanna Castellano; Giovanni Attolico; Ettore Stella; Arcangelo Distante (IROS, 1996)

Optimizing a fuzzy logic controller for reactive navigation. - Giovanna Castellano; Ettore Stella; Giovanni Attolico; Arcangelo Distante (Mobile Robots / Automated Vehicle Control Systems, 1996)

Simplifying a Neuro-Fuzzy Model. - Giovanna Castellano; Anna Maria Fanelli (Neural Process. Lett., 1996)

A neuro-fuzzy model reduction strategy. - Giovanna Castellano; Anna Maria Fanelli (ICNN, 1997)

Automatic generation of fuzzy rules for reactive robot controllers. - Giovanna Castellano; Giovanni Attolico; Arcangelo Distante (Robotics Auton. Syst., 1997)

An iterative pruning algorithm for feedforward neural networks. - Giovanna Castellano; Anna Maria Fanelli; Marcello Pelillo (IEEE Trans. Neural Networks, 1997)

Parallel Genetic Evolution of Membership Functions and Rules for a Fuzzy Controller. - G. Mondelli; Giovanna Castellano; Giovanni Attolico; Cosimo Distante (HPCN Europe, 1998)

Modeling Fuzzy Controllers using a Neuro-Genetic Hybrid Approach. - Giovanna Castellano; Anna Maria Fanelli (IIA/SOCO, 1999)

Feature selection: a neural approach. - Giovanna Castellano; Anna Maria Fanelli (IJCNN, 1999)

A staged approach for generation and compression of fuzzy classification rules. - Giovanna Castellano; Anna Maria Fanelli (FUZZ-IEEE, 2000)

A Self-Organizing Neural Fuzzy Inference Network. - Giovanna Castellano; Anna Maria Fanelli (IJCNN (5), 2000)

A Modular Neuro-Fuzzy Network for Musical Instruments Classification. - Anna Maria Fanelli; Giovanna Castellano; Cosimo Alessandro Buscicchio (Multiple Classifier Systems, 2000)

Variable selection using neural-network models. - Giovanna Castellano; Anna Maria Fanelli (Neurocomputing, 2000)

A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data. - Giovanna Castellano; Anna Maria Fanelli (AI*IA, 2001)

KERNEL: A Matlab Toolbox for Knowledge Extraction and Refinement by NEural Learning. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli (International Conference on Computational Science (1), 2002)

A neuro-fuzzy network to generate human-understandable knowledge from data. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (Cogn. Syst. Res., 2002)

Diagnosis of dermatological diseases by a neuro-fuzzy system. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; C. Leone (EUSFLAT Conf., 2003)

Design of Transparent Mamdani Fuzzy Inference Systems. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (HIS, 2003)

Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; Corrado Mencar (KES, 2003)

A fuzzy clustering approach for mining diagnostic rules. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (SMC, 2003)

Bi-monotonic Fuzzy Sets Lead to Optimal Fuzzy Interfaces. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (WILF, 2003)

Fuzzy Information Granules: a Compact, Transparent and Efficient Representation. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (J. Adv. Comput. Intell. Intell. Informatics, 2003)

A neuro-framework for predicting ash properties in combustion processes. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; Michele Giovannini (Neural Parallel Sci. Comput., 2003)

Neuro-fuzzy analysis of dermatological images. - Giro Castiello; Giovanna Castellano; Anna Maria Fanelli (IJCNN, 2004)

A neuro-fuzzy methodology for predicting industrial discarded material properties. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; Corrado Mencar (Intelligenza Artificiale, 2004)

An empirical risk functional to improve learning in a neuro-fuzzy classifier. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Some Fundamental Interpretability Issues in Fuzzy Modeling. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (EUSFLAT Conf., 2005)

DCf: a double clustering framework for fuzzy information granulation. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (GrC, 2005)

Meta-data: Characterization of Input Features for Meta-learning. - Ciro Castiello; Giovanna Castellano; Anna Maria Fanelli (MDAI, 2005)

Exploring the Way for Meta-learning with the Mindful System. - Ciro Castiello; Giovanna Castellano; Anna Maria Fanelli (WILF, 2005)

Knowledge discovery by a neuro-fuzzy modeling framework. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; Corrado Mencar (Fuzzy Sets Syst., 2005)

A hierarchical modular architecture for musical instrument classification. - Anna Maria Fanelli; Laura Caponetti; Giovanna Castellano; Cosimo Alessandro Buscicchio (Int. J. Knowl. Based Intell. Eng. Syst., 2005)

Deriving prediction intervals for neuro-fuzzy networks. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (Math. Comput. Model., 2005)

Balancing Interpretability and Accuracy by Multi-Level Fuzzy Information Granulation. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (FUZZ-IEEE, 2006)

VIRMA: Visual Image Retrieval by Shape MAtching. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli (ISMIS, 2006)

Interface optimality in fuzzy inference systems. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (Int. J. Approx. Reason., 2006)

Similarity-Based Fuzzy Clustering for User Profiling. - Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar; Maria Alessandra Torsello (Web Intelligence/IAT Workshops, 2007)

Web User Profiling Using Fuzzy Clustering. - Giovanna Castellano; Fabrizio Mesto; Michele Minunno; Maria Alessandra Torsello (WILF, 2007)

Improving the Classification Ability of DC* Algorithm. - Corrado Mencar; Arianna Consiglio; Giovanna Castellano; Anna Maria Fanelli (WILF, 2007)

On the Role of Interpretability in Fuzzy Data Mining. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007)

Distinguishability quantification of fuzzy sets. - Corrado Mencar; Giovanna Castellano; Anna Maria Fanelli (Inf. Sci., 2007)

Evolutionary Neuro-Fuzzy Systems and Applications. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli; Lakhmi C. Jain (Advances in Evolutionary Computing for System Design, 2007)

A Neuro-Fuzzy Strategy for Web Personalization. - Giovanna Castellano; Anna Maria Fanelli; Paola Plantamura; Maria Alessandra Torsello (AAAI, 2008)

Suggestion of interesting Web pages by a Neuro-fuzzy system. - Giovanna Castellano; Anna Maria Fanelli; Enrica Gentile; Paola Plantamura; Vito Leonardo Plantamura (Enterprise Information Systems and Web Technologies, 2008)

Recommendation Rule Extraction by a Neuro-Fuzzy Approach. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (HIS, 2008)

Categorization of Web Users by Fuzzy Clustering. - Giovanna Castellano; Maria Alessandra Torsello (KES (2), 2008)

Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning. - Ciro Castiello; Giovanna Castellano; Anna Maria Fanelli (Inf. Sci., 2008)

Computational Intelligence techniques for Web personalization. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (Web Intell. Agent Syst., 2008)

Musical Style Classification Using Low-Level Features. - Armando Buzzanca; Giovanna Castellano; Anna Maria Fanelli (AMT, 2009)

Modeling User Preferences through Adaptive Fuzzy Profiles. - Corrado Mencar; Maria Alessandra Torsello; Danilo Dell'Agnello; Giovanna Castellano; Ciro Castiello (ISDA, 2009)

A System for Deriving a Neuro-Fuzzy Recommendation Model. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (WILF, 2009)

The NEWER system: how to exploit a Neuro-fuzzy strategy for Web recommendation. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (J. Digit. Inf. Manag., 2009)

Innovations in Web Personalization. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello; Lakhmi C. Jain (Web Personalization in Intelligent Environments, 2009)

How to Derive Fuzzy User Categories for Web Personalization. - Giovanna Castellano; Maria Alessandra Torsello (Web Personalization in Intelligent Environments, 2009)

Thinking of a System for Image Retrieval. - Giovanna Castellano; Gianluca Sforza; Maria Alessandra Torsello (IIR, 2010)

A competitive learning strategy for adapting fuzzy user profiles. - Giovanna Castellano; Danilo Dell'Agnello; Anna Maria Fanelli; Corrado Mencar; Maria Alessandra Torsello (ISDA, 2010)

Learning Fuzzy User Profiles for Resource Recommendation. - Giovanna Castellano; Ciro Castiello; Danilo Dell'Agnello; Anna Maria Fanelli; Corrado Mencar; Maria Alessandra Torsello (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010)

A Texture-Based Image Processing Approach for the Description of Human Oocyte Cytoplasm. - Teresa Maria Altomare Basile; Laura Caponetti; Giovanna Castellano; Gianluca Sforza (IEEE Trans. Instrum. Meas., 2010)

A collaborative situation-aware scheme for mobile service recommendation. - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (ISDA, 2011)

Fuzzy Image Labeling by Partially Supervised Shape Clustering. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (KES (2), 2011)

Cytoplasm Image Segmentation by Spatial Fuzzy Clustering. - Laura Caponetti; Giovanna Castellano; Vito Corsini; Teresa Maria Altomare Basile (WILF, 2011)

A Fuzzy Set Approach for Shape-Based Image Annotation. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (WILF, 2011)

NEWER: A system for NEuro-fuzzy WEb Recommendation. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (Appl. Soft Comput., 2011)

Biologically inspired emotion recognition from speech. - Laura Caponetti; Cosimo Alessandro Buscicchio; Giovanna Castellano (EURASIP J. Adv. Signal Process., 2011)

Using Adaptive Thresholding and Skewness Correction to Detect Gray Areas in Melanoma In Situ Images. - Gianluca Sforza; Giovanna Castellano; Sai Krishna Arika; Robert W. LeAnder; Ronald Joe Stanley; William V. Stoecker; Jason R. Hagerty (IEEE Trans. Instrum. Meas., 2012)

Shape Retrieval by Partially Supervised Fuzzy Clustering. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (EUSFLAT Conf., 2013)

Fuzzy Shape Clustering for Image Retrieval. - Giovanna Castellano; Anna Maria Fanelli; F. Paparella; Maria Alessandra Torsello (HICSS, 2013)

Fuzzy clustering based encoding for Visual Object Classification. - Danilo Dell'Agnello; Gustavo Carneiro 001; Tat-Jun Chin; Giovanna Castellano; Anna Maria Fanelli (IFSA/NAFIPS, 2013)

Shape Annotation by Incremental Semi-supervised Fuzzy Clustering. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (WILF, 2013)

A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. - Giovanna Castellano; Mario G. C. A. Cimino; Anna Maria Fanelli; Beatrice Lazzerini; Francesco Marcelloni; Maria Alessandra Torsello (J. Ambient Intell. Humaniz. Comput., 2013)

Incremental semi-supervised fuzzy clustering for shape annotation. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (CIMSIVP, 2014)

Fuzzy mathematical morphology for biological image segmentation. - Laura Caponetti; Giovanna Castellano; Teresa Maria Altomare Basile; Vito Corsini (Appl. Intell., 2014)

A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning. - Giovanna Castellano; Mario G. C. A. Cimino; Anna Maria Fanelli; Beatrice Lazzerini; Francesco Marcelloni; Maria Alessandra Torsello (Neurocomputing, 2014)

Shape annotation by semi-supervised fuzzy clustering. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (Inf. Sci., 2014)

Incremental indexing of objects in pictorial databases. - Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (J. Vis. Lang. Sentient Syst., 2015)

Classification of Data Streams by Incremental Semi-supervised Fuzzy Clustering. - Giovanna Castellano; Anna Maria Fanelli (WILF, 2016)

Shape annotation for intelligent image retrieval. - Giovanna Castellano; Anna Maria Fanelli; Gianluca Sforza; Maria Alessandra Torsello (Appl. Intell., 2016)

The FISDeT software: Application to beer style classification. - Giovanna Castellano; Ciro Castiello; Anna Maria Fanelli (FUZZ-IEEE, 2017)

FISDeT: Fuzzy Inference System Development Tool. - Giovanna Castellano; Ciro Castiello; Vincenzo Pasquadibisceglie; Gianluca Zaza (Int. J. Comput. Intell. Syst., 2017)

MR Brain Image Segmentation: A Framework to Compare Different Clustering Techniques. - Laura Caponetti; Giovanna Castellano; Vito Corsini (Inf., 2017)

Incremental adaptive semi-supervised fuzzy clustering for data stream classification. - Gabriella Casalino; Giovanna Castellano; Corrado Mencar (EAIS, 2018)

A Revision Control System for Image Editing in Collaborative Multimedia Design. - Fabio Calefato; Giovanna Castellano; Veronica Rossano (IV, 2018)

A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. - Gabriella Casalino; Giovanna Castellano; Ciro Castiello; Vincenzo Pasquadibisceglie; Gianluca Zaza (WILF, 2018)

Enhancing the DISSFCM Algorithm for Data Stream Classification. - Gabriella Casalino; Giovanna Castellano; Anna Maria Fanelli; Corrado Mencar (WILF, 2018)

Special Issue on Fuzzy Logic for Image Processing. - Laura Caponetti; Giovanna Castellano (Inf., 2018)

Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. - Gabriella Casalino; Giovanna Castellano; Corrado Mencar (EUSFLAT Conf., 2019)

Using Convolutional Neural Networks for Predictive Process Analytics. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (ICPM, 2019)

Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. - Gabriella Casalino; Giovanna Castellano; Corrado Mencar (IV (1), 2019)

A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. - Gabriella Casalino; Giovanna Castellano; Arianna Consiglio; Maria Liguori; Nicoletta Nuzziello; Davide Primiceri (MDAI, 2019)

Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. - Gabriella Casalino; Giovanna Castellano; Vincenzo Pasquadibisceglie; Gianluca Zaza (MobiHealth, 2019)

Learning waste Recycling by playing with a Social Robot. - Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo; Veronica Rossano (SMC, 2019)

Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. - Gabriella Casalino; Giovanna Castellano; Corrado Mencar (Int. J. Artif. Intell. Tools, 2019)

Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. - Gabriella Casalino; Giovanna Castellano; Vincenzo Pasquadibisceglie; Gianluca Zaza (Inf., 2019)

RECODE: revision control for digital images. - Fabio Calefato; Giovanna Castellano; Veronica Rossano (Multim. Tools Appl., 2019)

Correction to: RECODE: revision control for digital images. - Fabio Calefato; Giovanna Castellano; Veronica Rossano (Multim. Tools Appl., 2019)

Social Assistive Robots in Elderly Care: Exploring the role of Empathy. - Paolo Buono; Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo (EMPATHY@AVI, 2020)

Pepper4Museum: Towards a Human-like Museum Guide. - Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo; Gennaro Vessio (AVI²CH@AVI, 2020)

Predictive Process Mining Meets Computer Vision. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (BPM (Forum), 2020)

Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. - Gabriella Casalino; Giovanna Castellano; Francesco Galetta; Katarzyna Kaczmarek-Majer (DS, 2020)

Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso's Artworks. - Giovanna Castellano; Gennaro Vessio (DS, 2020)

Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images. - Giovanna Castellano; Ciro Castiello; Marco Cianciotta; Corrado Mencar; Gennaro Vessio (ECCV Workshops (4), 2020)

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Ali Al-Ali; Amr Mohamed 001; Bakour Imene; Bin Dong 006; et al. (ECCV Workshops (4), 2020)

Exploiting Time in Adaptive Learning from Educational Data. - Gabriella Casalino; Giovanna Castellano; Gennaro Vessio (HELMeTO, 2020)

A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings. - Giovanna Castellano; Gennaro Vessio (ICPR Workshops (3), 2020)

Deep Convolutional Embedding for Digitized Painting Clustering. - Giovanna Castellano; Gennaro Vessio (ICPR, 2020)

Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. - Giovanna Castellano; Ciro Castiello; Corrado Mencar; Gennaro Vessio (IJCNN, 2020)

Towards a Tool for Visual Link Retrieval and Knowledge Discovery in Painting Datasets. - Giovanna Castellano; Gennaro Vessio (IRCDL, 2020)

A mHealth solution for contact-less self-monitoring of blood oxygen saturation. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (ISCC, 2020)

Recognizing the Waving Gesture in the Interaction with a Social Robot. - Giovanna Castellano; Antonio Cervelione; Marco Cianciotta; Berardina De Carolis; Gennaro Vessio (RO-MAN, 2020)

Crowd Detection for Drone Safe Landing Through Fully-Convolutional Neural Networks. - Giovanna Castellano; Ciro Castiello; Corrado Mencar; Gennaro Vessio (SOFSEM, 2020)

Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks. - Giovanna Castellano; Ciro Castiello; Corrado Mencar; Gennaro Vessio (IEEE Access, 2020)

ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba; Giuseppe Modugno (IEEE Access, 2020)

Search-and-Rescue From Drones With Computer Vision. - Giovanna Castellano; Davide Carone; Francesco Scigliuto; Gennaro Vessio (Zenodo, 2020)

Student oriented subset of the Open University Learning Analytics dataset. - Gabriella Casalino; Giovanna Castellano; Gennaro Vessio (Zenodo, 2020)

Human Detection in Drone Images Using YOLO for Search-and-Rescue Operations. - Sergio Caputo; Giovanna Castellano; Francesco Greco; Corrado Mencar; Niccolò Petti; Gennaro Vessio (AI*IA, 2021)

Understanding Art with AI: Our Research Experience. - Giovanna Castellano; Gennaro Vessio (DP@AI*IA, 2021)

Leveraging Multi-view Deep Learning for Next Activity Prediction. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (ITBPM@BPM, 2021)

Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. - Giovanna Castellano; Berardina De Carolis; Nicola Marvulli; Mauro Sciancalepore; Gennaro Vessio (CAIP (2), 2021)

Automatic Emotion Recognition from Facial Expressions when Wearing a Mask. - Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo (CHItaly, 2021)

Integrating Contextual Knowledge to Visual Features for Fine Art Classification. - Giovanna Castellano; Giovanni Sansaro; Gennaro Vessio (DL4KG@ISWC, 2021)

Balancing Data Within Incremental Semi-supervised Fuzzy Clustering for Credit Card Fraud Detection. - Gabriella Casalino; Giovanna Castellano; Nicola Marvulli (IFSA/EUSFLAT/AGOP, 2021)

Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz (FUZZ-IEEE, 2021)

Detecting Emotions During Cognitive Stimulation Training with the Pepper Robot. - Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo; Olimpia Pino (HFR, 2021)

FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. - Vincenzo Pasquadibisceglie; Giovanna Castellano; Annalisa Appice; Donato Malerba (ICPM, 2021)

Neuro-Fuzzy Systems for Learning Analytics. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (ISDA, 2021)

Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. - Pierluigi Bemportato; Gabriella Casalino; Giovanna Castellano; Gennaro Vessio (MDAI, 2021)

On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (MED, 2021)

Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. - Gabriella Casalino; Giovanna Castellano; Uzay Kaymak; Gianluca Zaza (SSCI, 2021)

Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET. - Giovanna Castellano; Andrea Esposito 002; Marco Mirizio; Graziano Montanaro; Gennaro Vessio (SSCI, 2021)

Using an adaptive neuro-fuzzy inference system for the classification of hypertension. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (WILF, 2021)

Segmentation of remotely sensed images with a neuro-fuzzy inference system. - Giovanna Castellano; Ciro Castiello; Andrea Montemurro; Gennaro Vessio; Gianluca Zaza (WILF, 2021)

ArtGraph: Towards an Artistic Knowledge Graph. - Giovanna Castellano; Giovanni Sansaro; Gennaro Vessio (CoRR, 2021)

PeppeRecycle: Improving Children's Attitude Toward Recycling by Playing with a Social Robot. - Giovanna Castellano; Berardina De Carolis; Francesca D'Errico; Nicola Macchiarulo; Veronica Rossano (Int. J. Soc. Robotics, 2021)

Editorial for Special Issue "Fine Art Pattern Extraction and Recognition". - Fabio Bellavia; Giovanna Castellano; Gennaro Vessio (J. Imaging, 2021)

Visual link retrieval and knowledge discovery in painting datasets. - Giovanna Castellano; Eufemia Lella; Gennaro Vessio (Multim. Tools Appl., 2021)

Deep learning approaches to pattern extraction and recognition in paintings and drawings: an overview. - Giovanna Castellano; Gennaro Vessio (Neural Comput. Appl., 2021)

Computer Vision Meets Drones: Our Research Experience. - Giovanna Castellano; Corrado Mencar; Gennaro Vessio (DP@AI*IA, 2022)

Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. - Giuseppe Placidi; Giovanna Castellano; Filippo Mignosi; Matteo Polsinelli; Gennaro Vessio (CBMS, 2022)

Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. - Kamil Kmita; Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Katarzyna Kaczmarek-Majer (FUZZ-IEEE, 2022)

Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings. - Sinem Aslan; Giovanna Castellano; Vincenzo Digeno; Giuseppe Migailo; Raffaele Scaringi; Gennaro Vessio (ICIAP Workshops (1), 2022)

Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification. - Giovanna Castellano; Giuseppe Placidi; Matteo Polsinelli; Gianpiero Tulipani; Gennaro Vessio (ICPR Workshops (1), 2022)

Crowd Flow Detection from Drones with Fully Convolutional Networks and Clustering. - Giovanna Castellano; Corrado Mencar; Gaetano Sette; Francesco Saverio Troccoli; Gennaro Vessio (IJCNN, 2022)

Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Daniel F. Leite; Olgierd Hryniewicz (IS, 2022)

Explainable Fuzzy Models for Learning Analytics. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (ISDA (3), 2022)

A multi-view deep learning approach for predictive business processes monitoring. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (SERVICES, 2022)

A mobile app for contactless measurement of vital signs through remote Photoplethysmography. - Gabriella Casalino; Giovanna Castellano; Andrea Nisio; Vincenzo Pasquadibisceglie; Gianluca Zaza (SMC, 2022)

A Deep Learning Approach to Clustering Visual Arts. - Giovanna Castellano; Gennaro Vessio (Int. J. Comput. Vis., 2022)

Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Monika Dominiak (Inf. Sci., 2022)

PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. - Katarzyna Kaczmarek-Majer; Gabriella Casalino; Giovanna Castellano; Monika Dominiak; Olgierd Hryniewicz; Olga Kaminska; Gennaro Vessio; Natalia Díaz Rodríguez (Inf. Sci., 2022)

PROMISE: Coupling predictive process mining to process discovery. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Wil M. P. van der Aalst (Inf. Sci., 2022)

Leveraging Knowledge Graphs and Deep Learning for automatic art analysis. - Giovanna Castellano; Vincenzo Digeno; Giovanni Sansaro; Gennaro Vessio (Knowl. Based Syst., 2022)

Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. - Gabriella Casalino; Giovanna Castellano; Ciro Castiello; Corrado Mencar (Soft Comput., 2022)

A Multi-View Deep Learning Approach for Predictive Business Process Monitoring. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (IEEE Trans. Serv. Comput., 2022)

ArtGraph. - Giovanna Castellano; Vincenzo Digeno; Giovanni Sansaro; Gennaro Vessio (Zenodo, 2022)

Recognizing the Style, Genre, and Emotion of a Work of Art Through Visual and Knowledge Graph Embeddings. - Giovanna Castellano; Raffaele Scaringi; Gennaro Vessio (AI*IA, 2023)

Combining Unsupervised and Supervised Deep Learning for Alzheimer's Disease Detection by Fractional Anisotropy Imaging. - Giovanna Castellano; Eufemia Lella; Valerio Longo; Giuseppe Placidi; Matteo Polsinelli; Gennaro Vessio (CBMS, 2023)

Graph Model to Represent Color Closeness in Pseudo-color Multimodal MRI. - Alessandro Pio; Giovanna Castellano; Filippo Mignosi; Giuseppe Placidi; Matteo Polsinelli; Alessandro Sciarra; Gennaro Vessio (CBMS, 2023)

Identifying AI-Generated Art with Deep Learning. - Tommaso Bianco; Giovanna Castellano; Raffaele Scaringi; Gennaro Vessio (CREAI@AI*IA, 2023)

Interpretable Neuro-Fuzzy Models for Stress Prediction. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (EUSFLAT/AGOP, 2023)

Applying Knowledge Distillation to Improve Weed Mapping With Drones. - Giovanna Castellano; Pasquale De Marinis; Gennaro Vessio (FedCSIS, 2023)

Leveraging Explainable AI Methods and Tools for Educational Data. - Gabriella Casalino; Giovanna Castellano; Pietro Ducange; Michela Fazzolari; Riccardo Pecori; Gianluca Zaza (HELMeTO, 2023)

Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study. - Giovanna Castellano; Nicola Fanelli; Raffaele Scaringi; Gennaro Vessio (ICIAP Workshops (2), 2023)

Semi-Supervised Fuzzy C-Means for Regression. - Gabriella Casalino; Giovanna Castellano; Corrado Mencar (IJCCI, 2023)

Automatic analysis of artistic heritage through Artificial Intelligence. - Giovanna Castellano; Raffaele Scaringi; Gennaro Vessio (IRCDL, 2023)

Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. - Gabriella Casalino; Giovanna Castellano; Olgierd Hryniewicz; Daniel Leite 001; Karol R. Opara; Weronika Radziszewska; Katarzyna Kaczmarek-Majer (Int. J. Appl. Math. Comput. Sci., 2023)

DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (Eng. Appl. Artif. Intell., 2023)

STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Nicola Fiorentino; Donato Malerba (IEEE Trans. Serv. Comput., 2023)

Density-based clustering with fully-convolutional networks for crowd flow detection from drones. - Giovanna Castellano; Eugenio Cotardo; Corrado Mencar; Gennaro Vessio (Neurocomputing, 2023)

Automatic facial emotion recognition at the COVID-19 pandemic time. - Giovanna Castellano; Berardina De Carolis; Nicola Macchiarulo (Multim. Tools Appl., 2023)

An automatic MRI brain image segmentation technique using edge-region-based level set. - Nasser Aghazadeh; Paria Moradi; Giovanna Castellano; Parisa Noras (J. Supercomput., 2023)

ArtGraph. - Giovanna Castellano; Vincenzo Digeno; Giovanni Sansaro; Raffaele Scaringi; Gennaro Vessio (Zenodo, 2023)

Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (J. Ambient Intell. Humaniz. Comput., 2023)

Weed mapping in multispectral drone imagery using lightweight vision transformers. - Giovanna Castellano; Pasquale De Marinis; Gennaro Vessio (Neurocomputing, 2023)

MicroRNA expression classification for pediatric multiple sclerosis identification. - Gabriella Casalino; Giovanna Castellano; Arianna Consiglio; Nicoletta Nuzziello; Gennaro Vessio (J. Ambient Intell. Humaniz. Comput., 2023)

Does Time Matter in Analyzing Educational Data? - A New Dataset for Streaming Learning Analytics. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (AIxEDU@AI*IA, 2024)

Towards Social Robot-based Inclusive Museum Experiences for Children with ASD. - Giovanna Castellano; Berardina De Carolis; Stefano Ferilli; Stefania Massaro; Giuseppe Palestra; Loredana Perla; Maria Teresa Santacroce (AVICH@AVI, 2024)

A Human-centric Approach to Explain Evolving Data: A Case Study on Education. - Gabriella Casalino; Giovanna Castellano; Daniele Di Mitri; Katarzyna Kaczmarek-Majer; Gianluca Zaza (EAIS, 2024)

RoWeeder: Unsupervised Weed Mapping Through Crop-Row Detection. - Pasquale De Marinis; Gennaro Vessio; Giovanna Castellano (ECCV Workshops (3), 2024)

Art2Mus: Bridging Visual Arts and Music Through Cross-Modal Generation. - Ivan Rinaldi; Nicola Fanelli; Giovanna Castellano; Gennaro Vessio (ECCV Workshops (5), 2024)

Explaining Predictions of Hypertension Disease through Anchors. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Pietro Giovanni Rizzo; Gianluca Zaza (EXPLIMED@ECAI, 2024)

Integrating Graph Neural Networks and Fuzzy Logic to Enhance Deep Learning Interpretability. - Giovanna Castellano; Raffaele Scaringi; Gennaro Vessio; Gianluca Zaza (EXPLIMED@ECAI, 2024)

Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. - Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Gianluca Zaza (FUZZ, 2024)

From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. - Daniela Amendola; Teresa M. A. Basile; Giovanna Castellano; Gennaro Vessio; Gianluca Zaza (IJCNN, 2024)

Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. - Gabriella Casalino; Giovanna Castellano; Gennaro Vessio; Gianluca Zaza (Ital-IA, 2024)

Towards Italian Sign Language Generation for Digital Humans. - Emanuele Colonna; Alessandro Arezzo; Domenico Roberto; David Landi; Felice Vitulano; Gennaro Vessio; Giovanna Castellano (NL4AI@AI*IA, 2024)

Enhancing Human Capital Management through GPT-driven Questionnaire Generation. - Lucrezia Laraspata; Fabio Cardilli; Giovanna Castellano; Gennaro Vessio (NL4AI@AI*IA, 2024)

Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (SEBD, 2024)

Exploring the Role of Empathy in Designing Social Robots for Elderly People. - Berardina Nadja De Carolis; Giuseppe Palestra; Giovanna Castellano (UMAP (Adjunct Publication), 2024)

Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps. - Giovanna Castellano; Maria Grazia Miccoli; Raffaele Scaringi; Gennaro Vessio; Gianluca Zaza (XAI.it@AI*IA, 2024)

Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts. - Pasquale De Marinis; Nicola Fanelli; Raffaele Scaringi; Emanuele Colonna; Giuseppe Fiameni; Gennaro Vessio; Giovanna Castellano (CoRR, 2024)

JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction. - Vincenzo Pasquadibisceglie; Annalisa Appice; Giovanna Castellano; Donato Malerba (IEEE Trans. Serv. Comput., 2024)

${ sf PROPHET}$PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks. - Vincenzo Pasquadibisceglie; Raffaele Scaringi; Annalisa Appice; Giovanna Castellano; Donato Malerba (IEEE Trans. Serv. Comput., 2024)

A New Dataset for Streaming Learning Analytics. - Gabriella Casalino; Giovanna Castellano; Gianluca Zaza (Zenodo, 2024)

I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting. - Nicola Fanelli; Gennaro Vessio; Giovanna Castellano (WACV, 2025)

From segmentation to explanation: Generating textual reports from MRI with LLMs. - Alberto G. Valerio; Katya Trufanova; Salvatore de Benedictis; Gennaro Vessio; Giovanna Castellano (Comput. Methods Programs Biomed., 2025)

Estimating blood pressure using video-based PPG and deep learning. - Gianluca Zaza; Gabriella Casalino; Sergio Caputo; Giovanna Castellano (Image Vis. Comput., 2025)

GraphCLIP: Image-graph contrastive learning for multimodal artwork classification. - Raffaele Scaringi; Giuseppe Fiameni; Gennaro Vessio; Giovanna Castellano (Knowl. Based Syst., 2025)

Neural network modelling of kinematic and dynamic features for signature verification. - Moisés Díaz; Miguel A. Ferrer; Jose Juan Quintana; Adam Wolniakowski; Roman Trochimczuk; Kanstantsin Miatliuk; Giovanna Castellano; Gennaro Vessio (Pattern Recognit. Lett., 2025)

ArtSeek: Deep artwork understanding via multimodal in-context reasoning and late interaction retrieval. - Nicola Fanelli; Gennaro Vessio; Giovanna Castellano (CoRR, 2025)