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Employment (1)

Università degli Studi di Bari: Bari, Puglia, IT

2019-07-29 to present | Assistant Professor (RTD/A) (Computer Science)
Employment
Source: Self-asserted source
Gabriella Casalino

Funding (1)

Finanziamento Giovani Ricercatori 2017

Award
INDAM-GNCS (Roma, IT)
Source: Self-asserted source
Gabriella Casalino

Works (50 of 57)

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Page 1 of 2

Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis

Fuzzy Sets and Systems
2025-01 | Journal article
Contributors: Daniel Leite; Gabriella Casalino; Katarzyna Kaczmarek-Majer; Giovanna Castellano
Source: check_circle
Crossref

Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters

Information Systems Frontiers
2025-01-04 | Journal article
Contributors: Gabriella Casalino; Giovanna Castellano; Vincenzo Pasquadibisceglie; Gianluca Zaza
Source: check_circle
Crossref

Leveraging Explainable AI Methods and Tools for Educational Data

2024 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Pietro Ducange; Michela Fazzolari; Riccardo Pecori; Gianluca Zaza
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Crossref

Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets

2024-06-30 | Conference paper
Contributors: Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Gianluca Zaza
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Crossref

Explainable Fuzzy Models for Learning Analytics

2023 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Gianluca Zaza
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Crossref

Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees

2023 | Book chapter
Contributors: Gabriella Casalino; Pietro Ducange; Michela Fazzolari; Riccardo Pecori
Source: check_circle
Crossref

Interpretable Neuro-Fuzzy Models for Stress Prediction

2023 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Gianluca Zaza
Source: check_circle
Crossref

MicroRNA expression classification for pediatric multiple sclerosis identification

Journal of Ambient Intelligence and Humanized Computing
2023-12 | Journal article
Contributors: Gabriella Casalino; Giovanna Castellano; Arianna Consiglio; Nicoletta Nuzziello; Gennaro Vessio
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Crossref
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Guest Editorial Special Issue on AIoMT-Enabled Federated Learning-Based Computing for Socially Implemented IoMT Systems: How Will Healthcare Systems Change?

IEEE Transactions on Computational Social Systems
2023-08 | Journal article
Contributors: Chinmay Chakraborty; Mohammad R. Khosravi; Gabriella Casalino; Joel J. P. C. Rodrigues
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Crossref

BAuth-ZKP—A Blockchain-Based Multi-Factor Authentication Mechanism for Securing Smart Cities

Sensors
2023-03-02 | Journal article
Contributors: Md. Onais Ahmad; Gautami Tripathi; Farheen Siddiqui; Mohammad Afshar Alam; Mohd Abdul Ahad; Mohd Majid Akhtar; Gabriella Casalino
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Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation

Journal of Ambient Intelligence and Humanized Computing
2022 | Journal article
EID:

2-s2.0-85123085557

Part of ISSN: 18685145 18685137
Contributors: Casalino, G.; Castellano, G.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries

Information Sciences
2022 | Journal article
EID:

2-s2.0-85121968420

Part of ISSN: 00200255
Contributors: Kaczmarek-Majer, K.; Casalino, G.; Castellano, G.; Hryniewicz, O.; Dominiak, M.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Intelligent Knowledge Understanding from Students Questionnaires: A Case Study

2022 | Book chapter
Contributors: Gabriella Casalino; Luca Grilli; Alfonso Guarino; Daniele Schicchi; Davide Taibi
Source: check_circle
Crossref

Neuro-Fuzzy Systems for Learning Analytics

2022 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Gianluca Zaza
Source: check_circle
Crossref

A Novel Memory and Time-Efficient ALPR System Based on YOLOv5

Sensors
2022-07-14 | Journal article
Contributors: Piyush Batra; Imran Hussain; Mohd Abdul Ahad; Gabriella Casalino; Mohammad Afshar Alam; Aqeel Khalique; Syed Imtiyaz Hassan
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Crossref
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A Novel Approach for Supporting Italian Satire Detection Through Deep Learning

2021 | Book chapter
Contributors: Gabriella Casalino; Alfredo Cuzzocrea; Giosué Lo Bosco; Mariano Maiorana; Giovanni Pilato; Daniele Schicchi
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Crossref
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Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning

2021 | Book chapter
Contributors: Pierluigi Bemportato; Gabriella Casalino; Giovanna Castellano; Gennaro Vessio
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Crossref
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Deep learning for knowledge tracing in learning analytics: An overview

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85101764673

Part of ISSN: 16130073
Contributors: Casalino, G.; Grilli, L.; Limone, P.; Santoro, D.; Schicchi, D.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Exploiting Time in Adaptive Learning from Educational Data

2021 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Gennaro Vessio
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Crossref
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Framing automatic grading techniques for open-ended questionnaires responses. A short survey

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85121328644

Part of ISSN: 16130073
Contributors: Casalino, G.; Cafarelli, B.; del Gobbo, E.; Fontanella, L.; Grilli, L.; Guarino, A.; Limone, P.; Schicchi, D.; Taibi, D.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

On the use of FIS inside a Telehealth system for cardiovascular risk monitoring

2021 29th Mediterranean Conference on Control and Automation, MED 2021
2021 | Conference paper
EID:

2-s2.0-85113696451

Contributors: Casalino, G.; Castellano, G.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Using an adaptive neuro-fuzzy inference system for the classification of hypertension

CEUR Workshop Proceedings
2021 | Conference paper
EID:

2-s2.0-85123273889

Part of ISSN: 16130073
Contributors: Casalino, G.; Castellano, G.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment

2021-12-05 | Conference paper
Contributors: Gabriella Casalino; Giovanna Castellano; Uzay Kaymak; Gianluca Zaza
Source: check_circle
Crossref

Cyber-Physical Systems and Smart Cities in India: Opportunities, Issues, and Challenges

Sensors
2021-11-19 | Journal article
Contributors: Md. Onais Ahmad; Mohd Abdul Ahad; M. Afshar Alam; Farheen Siddiqui; Gabriella Casalino
Source: check_circle
Crossref
grade
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Special Issue on Computational Intelligence for Healthcare

Electronics
2021-07-31 | Journal article
Contributors: Gabriella Casalino; Giovanna Castellano
Source: check_circle
Crossref
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Intelligent analysis of data streams about phone calls for bipolar disorder monitoring

2021-07-11 | Conference paper
Contributors: Gabriella Casalino; Giovanna Castellano; Katarzyna Kaczmarek-Majer; Olgierd Hryniewicz
Source: check_circle
Crossref
grade
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Drone Deep Reinforcement Learning: A Review

Electronics
2021-04 | Journal article | Author
Contributors: Prof. Ahmad Azar; Anis Koubaa; Nada Ali Mohamed; Habiba A. Ibrahim; Zahra Fathy Ibrahim; Muhammmad kazim; Adel Ammar; Bilel Benjdira; Alaa M. Khamis; I. A. Hameed et al.
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Multidisciplinary Digital Publishing Institute
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Enabling Technologies for Urban Smart Mobility: Recent Trends, Opportunities and Challenges

Sensors
2021-03-18 | Journal article
Contributors: Sara Paiva; Mohd Ahad; Gautami Tripathi; Noushaba Feroz; Gabriella Casalino
Source: check_circle
Crossref
grade
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Explaining Ovarian Cancer Gene Expression Profiles with Fuzzy Rules and Genetic Algorithms

Electronics
2021-02-04 | Journal article
Contributors: Arianna Consiglio; Gabriella Casalino; Giovanna Castellano; Giorgio Grillo; Elda Perlino; Gennaro Vessio; Flavio Licciulli
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Crossref
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A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease

IEEE Conference on Evolving and Adaptive Intelligent Systems
2020 | Conference paper
EID:

2-s2.0-85088136583

Part of ISSN: 24734691 23304863
Contributors: Casalino, G.; Grassi, R.; Iannotta, M.; Pasquadibisceglie, V.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

A mHealth solution for contact-less self-monitoring of blood oxygen saturation

Proceedings - IEEE Symposium on Computers and Communications
2020 | Conference paper
EID:

2-s2.0-85094110697

Part of ISSN: 15301346
Contributors: Casalino, G.; Castellano, G.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
2020 | Conference paper
EID:

2-s2.0-85090909215

Contributors: Casalino, G.; Castellano, G.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction

2020 | Book chapter
Contributors: Gabriella Casalino; Giovanna Castellano; Francesco Galetta; Katarzyna Kaczmarek-Majer
Source: check_circle
Crossref
grade
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Educational Stream Data Analysis: A Case Study

20th IEEE Mediterranean Electrotechnical Conference, MELECON 2020 - Proceedings
2020 | Conference paper
EID:

2-s2.0-85089275884

Contributors: Casalino, G.; Castellano, G.; Mannavola, A.; Vessio, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2020 | Book
EID:

2-s2.0-85086144653

Part of ISSN: 18678211
Contributors: Casalino, G.; Castellano, G.; Pasquadibisceglie, V.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

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

IEEE Conference on Evolving and Adaptive Intelligent Systems
2020 | Conference paper
EID:

2-s2.0-85088144468

Part of ISSN: 24734691 23304863
Contributors: Casalino, G.; Vessio, G.; Consiglio, A.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction

IEEE Conference on Evolving and Adaptive Intelligent Systems
2020 | Conference paper
EID:

2-s2.0-85088099811

Part of ISSN: 24734691 23304863
Contributors: Casalino, G.; Dominiak, M.; Galetta, F.; Kaczmarek-Majer, K.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85062792173

Contributors: Casalino, G.; Castellano, G.; Castiello, C.; Pasquadibisceglie, V.; Zaza, G.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85072844713

Part of ISSN: 16113349 03029743
Contributors: Casalino, G.; Castellano, G.; Consiglio, A.; Liguori, M.; Nuzziello, N.; Primiceri, D.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering

International Journal on Artificial Intelligence Tools
2019 | Journal article
EID:

2-s2.0-85076202536

Part of ISSN: 17936349 02182130
Contributors: Casalino, G.; Castellano, G.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Enhancing the DISSFCM Algorithm for Data Stream Classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85062797360

Contributors: Casalino, G.; Castellano, G.; Fanelli, A.M.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments

2019 | Book chapter
Contributors: José M. Alonso; Gabriella Casalino
Source: check_circle
Crossref
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Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis

Proceedings of the International Conference on Information Visualisation
2019 | Conference paper
EID:

2-s2.0-85072301669

Part of ISSN: 10939547
Contributors: Casalino, G.; Castellano, G.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Intelligent Microarray Data Analysis through Non-negative Matrix Factorization to Study Human Multiple Myeloma Cell Lines

Applied Sciences
2019-12-17 | Journal article
Contributors: Gabriella Casalino; Mauro Coluccia; Maria L. Pati; Alessandra Pannunzio; Angelo Vacca; Antonio Scilimati; Maria G. Perrone
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Crossref
grade
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A framework for intelligent Twitter data analysis with non-negative matrix factorization

International Journal of Web Information Systems
2018 | Journal article
EID:

2-s2.0-85055449517

Contributors: Casalino, G.; Castiello, C.; Del Buono, N.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Incremental adaptive semi-supervised fuzzy clustering for data stream classification

2018 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2018
2018 | Conference paper
EID:

2-s2.0-85050251634

Contributors: Casalino, G.; Castellano, G.; Mencar, C.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier

Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules

Information
2018-12 | Journal article | Author
Contributors: Gabriella Casalino; Giovanna Castellano; Vincenzo Pasquadibisceglie; Gianluca Zaza
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations

Computational Science and Its Applications -- ICCSA 2017: 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part I
2017 | Book chapter
Part of ISBN: 978-3-319-62392-4
Source: Self-asserted source
Gabriella Casalino
grade
Preferred source (of 2)‎

Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations

Computational Science and Its Applications -- ICCSA 2017: 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part I
2017 | Book chapter
Part of ISBN: 978-3-319-62392-4
Source: Self-asserted source
Gabriella Casalino
grade
Preferred source (of 2)‎

Sequential dimensionality reduction for extracting localized features

Pattern Recognition
2017 | Journal article
EID:

2-s2.0-84998816168

Contributors: Casalino, G.; Gillis, N.
Source: Self-asserted source
Gabriella Casalino via Scopus - Elsevier
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Peer review (457 reviews for 97 publications/grants)

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