Gabriella Casalino

85 papers B 7C 5Journal 26Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel LLM-based classifier for predicting bug-fixing time in Bug Tracking Systems. J. Syst. Softw. Pasquale Ardimento, Michele Capuzzimati, Gabriella Casalino, Daniele Schicchi, Davide Taibi
2025	—	`conf`	Enhancing Non-Negative Matrix Factorization Interpretability with Fuzzy Representations. FUZZ Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2025	B	`conf`	Enhancing the Explainability of Neuro-Fuzzy Systems with Large Language Models: A Case Study on EEG-Based Epileptic Seizure Classification. IJCNN Gabriella Casalino, Giovanna Castellano, Alberto G. Valerio, Gennaro Vessio, Gianluca Zaza
2025	J	`jnl`	Estimating blood pressure using video-based PPG and deep learning. Image Vis. Comput. Gianluca Zaza, Gabriella Casalino, Sergio Caputo, Giovanna Castellano
2025	J	`jnl`	Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments. Evol. Syst. Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniele Schicchi, Davide Taibi, Gianluca Zaza
2025	J	`jnl`	Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters. Inf. Syst. Frontiers Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2025	J	`jnl`	Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis. Fuzzy Sets Syst. Daniel Leite, Gabriella Casalino, Katarzyna Kaczmarek-Majer, Giovanna Castellano
2024	—	`conf`	A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024	J	`jnl`	AMAdam: adaptive modifier of Adam method. Knowl. Inf. Syst. Hichame Kabiri, Youssef Ghanou, Hamid Khalifi, Gabriella Casalino
2024	—	`conf`	Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. Ital-IA Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza
2024	—	`conf`	Does Time Matter in Analyzing Educational Data? - A New Dataset for Streaming Learning Analytics. AIxEDU@AI*IA Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2024	—	`conf`	EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. EAIS Daniel F. Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo
2024	J	`jnl`	EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams. CoRR Daniel Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngonga Ngomo
2024	—	`conf`	Explaining Predictions of Hypertension Disease through Anchors. EXPLIMED@ECAI Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza
2024	J	`jnl`	Guest Editorial: Modeling and simulation based intelligent embedded computing systems in industrial internet of things. Int. J. Model. Simul. Sci. Comput. Chinmay Chakraborty, Dmitry A. Zaitsev, Gabriella Casalino
2024	—	`ed.`	Higher Education Learning Methodologies and Technologies Online - 5th International Conference, HELMeTO 2023, Foggia, Italy, September 13-15, 2023, Revised Selected Papers HELMeTO Gabriella Casalino, Raffaele Di Fuccio, Giovanni Fulantelli, Paolo Raviolo, Pier Cesare Rivoltella, Davide Taibi, Giusi Antonia Toto
2024	—	`ed.`	Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024. EXPLIMED@ECAI Gianluca Zaza, Gabriella Casalino, Giovanna Castellano
2024	—	`ed.`	Proceedings of the Second International Workshop on Artificial INtelligent Systems in Education co-located with 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, November 26, 2024. AIxEDU@AI*IA Davide Taibi, Daniele Schicchi, Marco Temperini, Carla Limongelli, Gabriella Casalino
2024	—	`conf`	Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2023	J	`jnl`	BAuth-ZKP - A Blockchain-Based Multi-Factor Authentication Mechanism for Securing Smart Cities. Sensors Md. Onais Ahmad, Gautami Tripathi, Farheen Siddiqui, Mohd. Afshar Alam, Mohd Abdul Ahad, Mohd Majid Akhtar, Gabriella Casalino
2023	—	`conf`	EasyDKT: an Easy-to-use Framework for Deep Knowledge Tracing. AIxEDU@AI*IA Gabriella Casalino, Mattia Antonino Di Gangi, Francesco Ranieri, Daniele Schicchi, Davide Taibi
2023	J	`jnl`	Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. J. Ambient Intell. Humaniz. Comput. Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023	J	`jnl`	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. Chinmay Chakraborty, Mohammad Reza Khosravi, Gabriella Casalino, Joel J. P. C. Rodrigues
2023	—	`ed.`	Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers HELMeTO Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi
2023	—	`ed.`	Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 1 ISDA (1) Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
2023	—	`ed.`	Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 2 ISDA (2) Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
2023	—	`ed.`	Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 3 ISDA (3) Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
2023	—	`ed.`	Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4 ISDA (4) Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
2023	—	`conf`	Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023	—	`conf`	Leveraging Explainable AI Methods and Tools for Educational Data. HELMeTO Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2023	J	`jnl`	MicroRNA expression classification for pediatric multiple sclerosis identification. J. Ambient Intell. Humaniz. Comput. Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Nicoletta Nuzziello, Gennaro Vessio
2023	—	`ed.`	Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 18, 2022. OLUD@WCCI Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniel Leite
2023	C	`conf`	Semi-Supervised Fuzzy C-Means for Regression. IJCCI Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2023	J	`jnl`	Semi-supervised vs. supervised learning for mental health monitoring: A case study on bipolar disorder. Int. J. Appl. Math. Comput. Sci. Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Daniel Leite, Karol R. Opara, Weronika Radziszewska, Katarzyna Kaczmarek-Majer
2022	J	`jnl`	A Novel Memory and Time-Efficient ALPR System Based on YOLOv5. Sensors Piyush Batra, Imran Hussain, Mohd Abdul Ahad, Gabriella Casalino, Mohd. Afshar Alam, Aqeel Khalique, Syed Imtiyaz Hassan
2022	B	`conf`	A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza
2022	B	`conf`	Confidence path regularization for handling label uncertainty in semi-supervised learning: use case in bipolar disorder monitoring. FUZZ-IEEE Kamil Kmita, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Katarzyna Kaczmarek-Majer
2022	J	`jnl`	Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference. Soft Comput. Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Corrado Mencar
2022	—	`conf`	Explainable Fuzzy Models for Learning Analytics. ISDA (3) Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2022	J	`jnl`	Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries. Inf. Sci. Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Olgierd Hryniewicz, Monika Dominiak
2022	—	`conf`	Fuzzy Hoeffding Decision Trees for Learning Analytics. OLUD@WCCI Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022	—	`conf`	Fuzzy Linguistic Summaries for Explaining Online Semi-Supervised Learning. IS Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Daniel F. Leite, Olgierd Hryniewicz
2022	—	`ed.`	Higher Education Learning Methodologies and Technologies Online - Third International Workshop, HELMeTO 2021, Pisa, Italy, September 9-10, 2021, Revised Selected Papers HELMeTO Gabriella Casalino, Marta Cimitile, Pietro Ducange, Natalia Padilla Zea, Riccardo Pecori, Pietro Picerno, Paolo Raviolo
2022	C	`ed.`	Hybrid Intelligent Systems - 21st International Conference on Hybrid Intelligent Systems (HIS 2021), December 14-16, 2021 HIS Ajith Abraham, Patrick Siarry, Vincenzo Piuri, Niketa Gandhi, Gabriella Casalino, Oscar Castillo, Patrick Hung
2022	—	`ed.`	IEEE International Conference on Evolving and Adaptive Intelligent System, EAIS 2022, Larnaca, Cyprus, May 25-26, 2022 EAIS Plamen Angelov, George A. Papadopoulos, Giovanna Castellano, José A. Iglesias, Gabriella Casalino, Edwin Lughofer, Daniel Leite
2022	—	`conf`	Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees. HELMeTO Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022	J	`jnl`	PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries. Inf. Sci. Katarzyna Kaczmarek-Majer, Gabriella Casalino, Giovanna Castellano, Monika Dominiak, Olgierd Hryniewicz, Olga Kaminska, Gennaro Vessio, Natalia Díaz Rodríguez
2021	C	`conf`	A Novel Approach for Supporting Italian Satire Detection Through Deep Learning. FQAS Gabriella Casalino, Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi
2021	B	`conf`	Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. MDAI Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
2021	—	`conf`	Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza
2021	—	`conf`	Balancing Data Within Incremental Semi-supervised Fuzzy Clustering for Credit Card Fraud Detection. IFSA/EUSFLAT/AGOP Gabriella Casalino, Giovanna Castellano, Nicola Marvulli
2021	J	`jnl`	Cyber-Physical Systems and Smart Cities in India: Opportunities, Issues, and Challenges. Sensors Md. Onais Ahmad, Mohd Abdul Ahad, Mohd. Afshar Alam, Farheen Siddiqui, Gabriella Casalino
2021	—	`conf`	Deep learning for knowledge tracing in learning analytics: an overview. teleXbe Gabriella Casalino, Luca Grilli, Pierpaolo Limone, Domenico Santoro, Daniele Schicchi
2021	J	`jnl`	Enabling Technologies for Urban Smart Mobility: Recent Trends, Opportunities and Challenges. Sensors Sara Paiva, Mohd Abdul Ahad, Gautami Tripathi, Noushaba Feroz, Gabriella Casalino
2021	—	`conf`	Framing automatic grading techniques for open-ended questionnaires responses. A short survey. teleXbe (2) Gabriella Casalino, Barbara Cafarelli, Emiliano del Gobbo, Lara Fontanella, Luca Grilli, Alfonso Guarino, Pierpaolo Limone, Daniele Schicchi, Davide Taibi
2021	—	`conf`	Intelligent Knowledge Understanding from Students Questionnaires: A Case Study. HELMeTO Gabriella Casalino, Luca Grilli, Alfonso Guarino, Daniele Schicchi, Davide Taibi
2021	B	`conf`	Intelligent analysis of data streams about phone calls for bipolar disorder monitoring. FUZZ-IEEE Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz
2021	C	`conf`	Neuro-Fuzzy Systems for Learning Analytics. ISDA Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021	—	`conf`	On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021	—	`conf`	Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2020	—	`conf`	A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease. EAIS Gabriella Casalino, Riccardo Grassi, Marco Iannotta, Vincenzo Pasquadibisceglie, Gianluca Zaza
2020	C	`conf`	A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2020	B	`conf`	Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction. DS Gabriella Casalino, Giovanna Castellano, Francesco Galetta, Katarzyna Kaczmarek-Majer
2020	—	`conf`	Evaluation of Cognitive Impairment in Pediatric Multiple Sclerosis with Machine Learning: An Exploratory Study of miRNA Expressions. EAIS Gabriella Casalino, Gennaro Vessio, Arianna Consiglio
2020	—	`conf`	Exploiting Time in Adaptive Learning from Educational Data. HELMeTO Gabriella Casalino, Giovanna Castellano, Gennaro Vessio
2020	—	`conf`	Incremental Semi-Supervised Fuzzy C-Means for Bipolar Disorder Episode Prediction. EAIS Gabriella Casalino, Monika Dominiak, Francesco Galetta, Katarzyna Kaczmarek-Majer
2019	B	`conf`	A Predictive Model for MicroRNA Expressions in Pediatric Multiple Sclerosis Detection. MDAI Gabriella Casalino, Giovanna Castellano, Arianna Consiglio, Maria Liguori, Nicoletta Nuzziello, Davide Primiceri
2019	J	`jnl`	Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Inf. Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019	—	`conf`	Credit card fraud detection by dynamic incremental semi-supervised fuzzy clustering. EUSFLAT Conf. Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2019	J	`jnl`	Data Stream Classification by Dynamic Incremental Semi-Supervised Fuzzy Clustering. Int. J. Artif. Intell. Tools Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2019	—	`conf`	Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019	—	`conf`	Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments. HELMeTO José Maria Alonso, Gabriella Casalino
2019	—	`conf`	Incremental and Adaptive Fuzzy Clustering for Virtual Learning Environments Data Analysis. IV (1) Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2018	—	`conf`	A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
2018	J	`jnl`	A framework for intelligent Twitter data analysis with non-negative matrix factorization. Int. J. Web Inf. Syst. Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
2018	—	`conf`	Enhancing the DISSFCM Algorithm for Data Stream Classification. WILF Gabriella Casalino, Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar
2018	—	`conf`	Incremental adaptive semi-supervised fuzzy clustering for data stream classification. EAIS Gabriella Casalino, Giovanna Castellano, Corrado Mencar
2017	—	`conf`	Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations. ICCSA (1) Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Corrado Mencar
2017	—	`conf`	Q-matrix Extraction from Real Response Data Using Nonnegative Matrix Factorizations. ICCSA (1) Gabriella Casalino, Ciro Castiello, Nicoletta Del Buono, Flavia Esposito, Corrado Mencar
2017	J	`jnl`	Sequential dimensionality reduction for extracting localized features. Pattern Recognit. Gabriella Casalino, Nicolas Gillis
2015	J	`jnl`	Sequential Dimensionality Reduction for Extracting Localized Features. CoRR Gabriella Casalino, Nicolas Gillis
2014	—	`conf`	Part-Based Data Analysis with Masked Non-negative Matrix Factorization. ICCSA (6) Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
2014	J	`jnl`	Subtractive clustering for seeding non-negative matrix factorizations. Inf. Sci. Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar
2012	J	`jnl`	Nonnegative Matrix Factorizations Performing Object Detection and Localization. Appl. Comput. Intell. Soft Comput. Gabriella Casalino, Nicoletta Del Buono, Massimo Minervini
2011	—	`conf`	Subtractive Initialization of Nonnegative Matrix Factorizations for Document Clustering. WILF Gabriella Casalino, Nicoletta Del Buono, Corrado Mencar