Gabriella Casalino

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 54

Top Topics

Learning Analytics

Negative Matrix Factorization

Fuzzy Clustering

Top Venues

Publications

Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ (2024)
Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS (2024)
Daniel Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. CoRR (2024)
Hichame Kabiri, Youssef Ghanou, Hamid Khalifi, Gabriella Casalino
AMAdam: adaptive modifier of Adam method. Knowl. Inf. Syst. 66 (6) (2024)
Daniel F. Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. EAIS (2024)
Md. Onais Ahmad, Gautami Tripathi, Farheen Siddiqui, Mohd. Afshar Alam, Mohd Abdul Ahad, Mohd Majid Akhtar, Gabriella Casalino
BAuth-ZKP - A Blockchain-Based Multi-Factor Authentication Mechanism for Securing Smart Cities. Sensors 23 (5) (2023)
Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Semi-Supervised Fuzzy C-Means for Regression. IJCCI (2023)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP (2023)
Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Nicoletta Nuzziello, Gennaro Vessio
MicroRNA expression classification for pediatric multiple sclerosis identification. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Gabriella Casalino, Mattia Di Gangi, Francesco Ranieri, Daniele Schicchi, Davide Taibi
EasyDKT: an Easy-to-use Framework for Deep Knowledge Tracing. AIxEDU@AI*IA (2023)
Chinmay Chakraborty, Mohammad Reza Khosravi, Gabriella Casalino, Joel J. P. C. Rodrigues
Guest Editorial Special Issue on AIoMT-Enabled Federated Learning-Based Computing for Socially Implemented IoMT Systems: How Will Healthcare Systems Change? IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
Fuzzy Hoeffding Decision Trees for Learning Analytics. OLUD@WCCI (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. Inf. Sci. 588 (2022)
Piyush Batra, Imran Hussain, Mohd Abdul Ahad, Gabriella Casalino, Mohd. Afshar Alam, Aqeel Khalique, Syed Imtiyaz Hassan
A Novel Memory and Time-Efficient ALPR System Based on YOLOv5. Sensors 22 (14) (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel Leite, Olgierd Hryniewicz
Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS (2022)
Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf. Sci. 614 (2022)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Explainable Fuzzy Models for Learning Analytics. ISDA (3) (2022)
Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza
A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC (2022)
Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. FUZZ-IEEE (2022)
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Corrado Mencar
Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. Soft Comput. 26 (14) (2022)
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees. HELMeTO (2022)
Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza
Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI (2021)
Gabriella Casalino, Luca Grilli, Pierpaolo Limone, Domenico Santoro, Daniele Schicchi
Deep learning for knowledge tracing in learning analytics: an overview. teleXbe (2021)
Md. Onais Ahmad, Mohd Abdul Ahad, Mohd. Afshar Alam, Farheen Siddiqui, Gabriella Casalino
Cyber-Physical Systems and Smart Cities in India: Opportunities, Issues, and Challenges. Sensors 21 (22) (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Neuro-Fuzzy Systems for Learning Analytics. ISDA (2021)
Gabriella Casalino, Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi
A Novel Approach for Supporting Italian Satire Detection Through Deep Learning. FQAS (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF (2021)
Sara Paiva, Mohd Abdul Ahad, Gautami Tripathi, Noushaba Feroz, Gabriella Casalino
Enabling Technologies for Urban Smart Mobility: Recent Trends, Opportunities and Challenges. Sensors 21 (6) (2021)
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE (2021)
Gabriella Casalino, Barbara Cafarelli, Emiliano del Gobbo, Lara Fontanella, Luca Grilli, Alfonso Guarino, Pierpaolo Limone, Daniele Schicchi, Davide Taibi
Framing automatic grading techniques for open-ended questionnaires responses. A short survey. teleXbe (2) (2021)
Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. MDAI (2021)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC (2020)
Gabriella Casalino, Riccardo Grassi, Marco Iannotta, Vincenzo Pasquadibisceglie, Gianluca Zaza
A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease. EAIS (2020)
Gabriella Casalino, Gennaro Vessio, Arianna Consiglio
Evaluation of Cognitive Impairment in Pediatric Multiple Sclerosis with Machine Learning: An Exploratory Study of miRNA Expressions. EAIS (2020)
Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS (2020)
Gabriella Casalino, Monika Dominiak, Francesco Galetta, Katarzyna Kaczmarek-Majer
Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction. EAIS (2020)
Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
Exploiting Time in Adaptive Learning from Educational Data. HELMeTO (2020)
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools 28 (8) (2019)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) (2019)
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Inf. 10 (1) (2019)
Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri
A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. MDAI (2019)
José Maria Alonso, Gabriella Casalino
Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments. HELMeTO (2019)
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF (2018)
Gabriella Casalino, Giovanna Castellano, Corrado Mencar
Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS (2018)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
A framework for intelligent Twitter data analysis with non-negative matrix factorization. Int. J. Web Inf. Syst. 14 (3) (2018)
Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF (2018)
Gabriella Casalino, Nicolas Gillis
Sequential dimensionality reduction for extracting localized features. Pattern Recognit. 63 (2017)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations. ICCSA (1) (2017)
Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Flavia Esposito, Corrado Mencar
Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. ICCSA (1) (2017)
Gabriella Casalino, Nicolas Gillis
Sequential Dimensionality Reduction for Extracting Localized Features. CoRR (2015)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Subtractive clustering for seeding non-negative matrix factorizations. Inf. Sci. 257 (2014)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Part-Based Data Analysis with Masked Non-negative Matrix Factorization. ICCSA (6) (2014)
Gabriella Casalino, Nicoletta Del Buono, Massimo Minervini
Nonnegative Matrix Factorizations Performing Object Detection and Localization. Appl. Comput. Intell. Soft Comput. 2012 (2012)
Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
Subtractive Initialization of Nonnegative Matrix Factorizations for Document Clustering. WILF (2011)