Stefania Tomasiello

68 papers B 5Journal 48Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Novel rough set models based on hesitant fuzzy information. Soft Comput. José Carlos R. Alcantud, Feng Feng, Susana Diaz-Vazquez, Susana Montes, Stefania Tomasiello
2026	J	`jnl`	Optimizing stock price forecasting: a hybrid approach using fuzziness and automated machine learning. Expert Syst. Appl. Jan Timko, Radwa El Shawi, Stefania Tomasiello
2025	J	`jnl`	A fuzzy-based multimodal approach for interpretable fake news detection. Appl. Soft Comput. Tayasan Milinda H. Gedara, Vincenzo Loia, Stefania Tomasiello
2025	B	`conf`	Automated Machine Learning for Enhanced Digital Image Forgery Detection. IJCNN Tayasan Milinda H. Gedara, Radwa El Shawi, Vincenzo Loia, Stefania Tomasiello
2025	—	`conf`	Automated Machine Learning for Ex-ante Life Cycle Assessment of Barley Production. EDBT/ICDT Workshops Radwa El Shawi, Stefania Tomasiello, Evelin Loit, Ayhan Gökçe, Virmantas Povilaitis, Stefan Shilev
2025	—	`conf`	Context-Aware AutoML for Accurate Wheat Disease Detection. EDBT/ICDT Workshops Muhammad Uzair, Radwa El Shawi, Stefania Tomasiello
2025	J	`jnl`	Toward Explainable Multimodal Fake News Detection: A Fusion of Prompt Learning and Automated Machine Learning. IEEE Access Tayasan Milinda H. Gedara, Rosario Gaeta, Stefania Tomasiello, Radwa El Shawi
2024	—	`conf`	Detecting Fake Images Using Neuro-Fuzzy Inference Systems: A Brief Comparative Analysis. FUZZ Tayasan Milinda H. Gedara, Vincenzo Loia, Stefania Tomasiello
2024	J	`jnl`	New Insights into Fuzzy Genetic Algorithms for Optimization Problems. Algorithms Oleksandr Syzonov, Stefania Tomasiello, Nicola Capuano
2024	J	`jnl`	Online public opinion prediction based on a novel conformable fractional discrete grey model. Kybernetes Feng Feng, Xiaoxiao Ge, Stefania Tomasiello, Jianke Zhang
2024	J	`jnl`	Performance assessment of the main metaheuristics for sustainable supply chains. Evol. Intell. Hendrik Parik, Stefania Tomasiello
2024	J	`jnl`	Special issue on "Towards robust explainable and interpretable artificial intelligence". Evol. Intell. Stefania Tomasiello, Feng Feng, Yichuan Zhao
2024	J	`jnl`	Using fuzzy transform for sustainable fake news detection. Appl. Soft Comput. Tayasan Milinda H. Gedara, Vincenzo Loia, Stefania Tomasiello
2024	J	`jnl`	Using fuzzy transforms for neural networks-based wireless localization in outdoor environments. Neural Comput. Appl. Kristjan Solmann, Rocco Loffredo, Stefania Tomasiello
2023	J	`jnl`	An alternative formulation of the differential quadrature method with a neural network perspective. Int. J. Comput. Math. Stefania Tomasiello, Jorge Eduardo Macías-Díaz, Joel Alba-Pérez
2023	J	`jnl`	Data-driven approaches for sustainable agri-food: coping with sustainability and interpretability. J. Ambient Intell. Humaniz. Comput. Stefania Tomasiello, Muhammad Uzair, Yang Liu, Evelin Loit
2023	J	`jnl`	Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators. Neural Process. Lett. Gordei Pribõtkin, Stefania Tomasiello
2022	B	`conf`	An Explainable Mental Health Fuzzy Deep Active Learning Technique. FUZZ-IEEE Usman Ahmed, Jerry Chun-Wei Lin, Stefania Tomasiello, Gautam Srivastava
2022	J	`jnl`	Binary cross-entropy with dynamical clipping. Neural Comput. Appl. Petr Hurtík, Stefania Tomasiello, Jan Hula, David Hynar
2022	B	`conf`	Improved determination of the weights in a clustering approach based on a weighted dissimilarity measure between fuzzy data. FUZZ-IEEE Elham Eskandari, Alireza Khastan, Stefania Tomasiello
2022	J	`jnl`	On Fractional Tikhonov Regularization: Application to the Adaptive Network-Based Fuzzy Inference System for Regression Problems. IEEE Trans. Fuzzy Syst. Stefania Tomasiello, Witold Pedrycz, Vincenzo Loia
2022	—	`conf`	Predicting the soil organic carbon by recent machine learning algorithms. DASC/PiCom/CBDCom/CyberSciTech Muhammad Uzair, Stefania Tomasiello, Evelin Loit, Jerry Chun-Wei Lin
2021	J	`jnl`	A granular recurrent neural network for multiple time series prediction. Neural Comput. Appl. Stefania Tomasiello, Vincenzo Loia, Abdul Q. M. Khaliq
2021	—	`conf`	ANFIS with fractional regularization for supply chains cost and return evaluation. WILF Stefania Tomasiello, Muhammad Uzair, Evelin Loit
2021	J	`jnl`	Fuzzy-based approaches for agri-food supply chains: a mini-review. Soft Comput. Stefania Tomasiello, Zahra Alijani
2021	J	`jnl`	Least-Squares Fuzzy Transforms and Autoencoders: Some Remarks and Application. IEEE Trans. Fuzzy Syst. Stefania Tomasiello
2021	J	`jnl`	Numerical schemes and genetic algorithms for the optimal control of a continuous model of supply chains. Appl. Math. Comput. Luigi Rarità, Ivanka M. Stamova, Stefania Tomasiello
2021	—	`conf`	Research perspective: the role of automated machine learning in fuzzy logic. WILF Radwa El Shawi, Stefania Tomasiello, Henri Liiva
2021	B	`conf`	Some Remarks on ANFIS for Forest Fires Prediction. FUZZ-IEEE Stefania Tomasiello, Muhammad Uzair
2020	J	`jnl`	A granular functional network classifier for brain diseases analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Stefania Tomasiello
2020	J	`jnl`	Finite-time stability for uncertain differential equations: a first investigation on a new class of multi-agent systems. Soft Comput. Stefania Tomasiello, S. Marín Mejía, N. Gossili
2020	—	`conf`	Link Prediction in Social Networks by Variational Graph Autoencoder and Similarity-Based Methods: A Brief Comparative Analysis. ICPR Workshops (4) Sanjiban Sekhar Roy, Aditya Ranjan, Stefania Tomasiello
2020	J	`jnl`	On a granular functional link network for classification. Neurocomputing Francesco Colace, Vincenzo Loia, Witold Pedrycz, Stefania Tomasiello
2020	J	`jnl`	Special issue on "Intelligent and fuzzy systems in data science and big data". Evol. Intell. Stefania Tomasiello, Feng Feng, Sotiris Kotsiantis, Alireza Khastan
2020	J	`jnl`	Using local learning with fuzzy transform: application to short term forecasting problems. Fuzzy Optim. Decis. Mak. Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro, Jinwu Gao
2019	J	`jnl`	A review on the application of fuzzy transform in data and image compression. Soft Comput. Petr Hurtík, Stefania Tomasiello
2019	J	`jnl`	New sinusoidal basis functions and a neural network approach to solve nonlinear Volterra-Fredholm integral equations. Neural Comput. Appl. Stefania Tomasiello, Jorge Eduardo Macías-Díaz, Alireza Khastan, Zahra Alijani
2019	J	`jnl`	Revising recurrent neural networks from a granular perspective. Appl. Soft Comput. Francesco Colace, Vincenzo Loia, Stefania Tomasiello
2018	J	`jnl`	A Granular Functional Network with delay: Some dynamical properties and application to the sign prediction in social networks. Neurocomputing Vincenzo Loia, Domenico Parente, Witold Pedrycz, Stefania Tomasiello
2018	J	`jnl`	Self-regulated learning with approximate reasoning and situation awareness. J. Ambient Intell. Humaniz. Comput. Giuseppe D'Aniello, Angelo Gaeta, Matteo Gaeta, Stefania Tomasiello
2017	—	`conf`	A First Investigation on the Dynamics of Two Delayed Neurons through Fuzzy Transform Approximation. HPCS Stefania Tomasiello
2017	J	`jnl`	An alternative use of fuzzy transform with application to a class of delay differential equations. Int. J. Comput. Math. Stefania Tomasiello
2017	J	`jnl`	Fitted Q-iteration and functional networks for ubiquitous recommender systems. Soft Comput. Matteo Gaeta, Francesco Orciuoli, Luigi Rarità, Stefania Tomasiello
2017	J	`jnl`	Fuzzy Transform Based Compression of Electric Signal Waveforms for Smart Grids. IEEE Trans. Syst. Man Cybern. Syst. Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
2017	—	`conf`	Fuzzy Transform to Approximate Solution of Boundary Value Problems via Optimal Coefficients. HPCS Zahra Alijani, Alireza Khastan, Sanjay Kumar Khattri, Stefania Tomasiello
2017	—	`conf`	Granularity into Functional Networks. CYBCONF Vincenzo Loia, Stefania Tomasiello
2017	—	`conf`	Joining fuzzy transform and local learning for wind power forecasting. IFSA-SCIS Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
2017	—	`conf`	Revising Antimirov's Partial Derivatives for Fuzzy Regular Expressions. HPCS Sunita Garhwal, Ram Jiwari, Stefania Tomasiello
2017	J	`jnl`	Using fuzzy transform in multi-agent based monitoring of smart grids. Inf. Sci. Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
2016	J	`jnl`	A Differential Quadrature based procedure for parameter identification. Appl. Math. Comput. Maria A. De Rosa, Maria Lippiello, Ram Jiwari, Stefania Tomasiello
2016	J	`jnl`	A differential quadrature-based approach à la Picard for systems of partial differential equations associated with fuzzy differential equations. J. Comput. Appl. Math. Jorge Eduardo Macías-Díaz, Stefania Tomasiello
2016	B	`conf`	A fuzzy consensus approach for Group Decision Making with variable importance of experts. FUZZ-IEEE Giuseppe D'Aniello, Matteo Gaeta, Stefania Tomasiello, Luigi Rarità
2016	J	`jnl`	Cubic B-spline fuzzy transforms for an efficient and secure compression in wireless sensor networks. Inf. Sci. Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
2016	J	`jnl`	Enhancing augmented reality with cognitive and knowledge perspectives: a case study in museum exhibitions. Behav. Inf. Technol. Nicola Capuano, Angelo Gaeta, Giuseppe Guarino, Sergio Miranda, Stefania Tomasiello
2016	—	`conf`	Improving Approximation Properties of Fuzzy Transform Through Non-uniform Partitions. WILF Vincenzo Loia, Stefania Tomasiello, Luigi Troiano
2015	J	`jnl`	Corrigendum to "Some remarks on a new DQ-based method for solving a class of Volterra integro-differential equations" [Appl. Math. Comput. 219(2012) 399-407]. Appl. Math. Comput. Stefania Tomasiello
2015	—	`conf`	Handling Continuity in Seamless Learning via Opportunistic Recognition and Evaluation of Activity Cohesion. INCoS Giuseppe D'Aniello, Angelo Gaeta, Francesco Orciuoli, Pier Giuseppe Rossi, Stefania Tomasiello
2015	J	`jnl`	Multisignal 1-D compression by F-transform for wireless sensor networks applications. Appl. Soft Comput. Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
2014	—	`conf`	A Dialogue-Based Approach Enhanced with Situation Awareness and Reinforcement Learning for Ubiquitous Access to Linked Data. INCoS Giuseppe D'Aniello, Matteo Gaeta, Vincenzo Loia, Francesco Orciuoli, Stefania Tomasiello
2014	J	`jnl`	A fuzzy functional network for nonlinear regression problems. Int. J. Knowl. Eng. Soft Data Paradigms Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
2014	J	`jnl`	A new DQ-based method and its application to the stability of columns. Appl. Math. Comput. Stefania Tomasiello
2013	J	`jnl`	A Generalized Functional Network for a Classifier-Quantifiers Scheme in a Gas-Sensing System. Int. J. Intell. Syst. Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
2013	J	`jnl`	An extended functional network model and its application for a gas sensing system. Soft Comput. Giovanni Acampora, Matteo Gaeta, Stefania Tomasiello
2012	J	`jnl`	Some remarks on a new DQ-based method for solving a class of Volterra integro-differential equations. Appl. Math. Comput. Stefania Tomasiello
2011	J	`jnl`	A note on three numerical procedures to solve Volterra integro-differential equations in structural analysis. Comput. Math. Appl. Stefania Tomasiello
2011	J	`jnl`	Numerical stability of DQ solutions of wave problems. Numer. Algorithms Stefania Tomasiello
2011	J	`jnl`	Solving 2D-wave problems by the iterative differential quadrature method. Int. J. Comput. Math. Stefania Tomasiello
2010	J	`jnl`	Numerical solutions of the Burgers-Huxley equation by the IDQ method. Int. J. Comput. Math. Stefania Tomasiello