Stefania Tomasiello

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 45

Top Topics

Fuzzy Inference System

Tikhonov Regularization

Situation Aware

Top Venues

Appl. Math. Comput.

Appl. Soft Comput.

Publications

T. Milinda H. Gedara, Vincenzo Loia, Stefania Tomasiello
Detecting Fake Images Using Neuro-Fuzzy Inference Systems: A Brief Comparative Analysis. FUZZ (2024)
Tayasan Milinda H. Gedara, Vincenzo Loia, Stefania Tomasiello
Using fuzzy transform for sustainable fake news detection. Appl. Soft Comput. 151 (2024)
Stefania Tomasiello, Feng Feng, Yichuan Zhao
Special issue on "Towards robust explainable and interpretable artificial intelligence". Evol. Intell. 17 (1) (2024)
Hendrik Parik, Stefania Tomasiello
Performance assessment of the main metaheuristics for sustainable supply chains. Evol. Intell. 17 (3) (2024)
Stefania Tomasiello, Jorge Eduardo Macías-Díaz, Joel Alba-Pérez
An alternative formulation of the differential quadrature method with a neural network perspective. Int. J. Comput. Math. 100 (6) (2023)
Gordei Pribõtkin, Stefania Tomasiello
Using Hamiltonian Neural Networks to Model Two Coupled Duffing Oscillators. Neural Process. Lett. 55 (6) (2023)
Stefania Tomasiello, Muhammad Uzair, Yang Liu, Evelin Loit
Data-driven approaches for sustainable agri-food: coping with sustainability and interpretability. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Stefania Tomasiello, Witold Pedrycz, Vincenzo Loia
On Fractional Tikhonov Regularization: Application to the Adaptive Network-Based Fuzzy Inference System for Regression Problems. IEEE Trans. Fuzzy Syst. 30 (11) (2022)
Usman Ahmed, Jerry Chun-Wei Lin, Stefania Tomasiello, Gautam Srivastava
An Explainable Mental Health Fuzzy Deep Active Learning Technique. FUZZ-IEEE (2022)
Elham Eskandari, Alireza Khastan, Stefania Tomasiello
Improved determination of the weights in a clustering approach based on a weighted dissimilarity measure between fuzzy data. FUZZ-IEEE (2022)
Muhammad Uzair, Stefania Tomasiello, Evelin Loit, Jerry Chun-Wei Lin
Predicting the soil organic carbon by recent machine learning algorithms. DASC/PiCom/CBDCom/CyberSciTech (2022)
Petr Hurtík, Stefania Tomasiello, Jan Hula, David Hynar
Binary cross-entropy with dynamical clipping. Neural Comput. Appl. 34 (14) (2022)
Stefania Tomasiello
Least-Squares Fuzzy Transforms and Autoencoders: Some Remarks and Application. IEEE Trans. Fuzzy Syst. 29 (1) (2021)
Stefania Tomasiello, Vincenzo Loia, Abdul Khaliq
A granular recurrent neural network for multiple time series prediction. Neural Comput. Appl. 33 (16) (2021)
Radwa El Shawi, Stefania Tomasiello, Henri Liiva
Research perspective: the role of automated machine learning in fuzzy logic. WILF (2021)
Luigi Rarità, Ivanka M. Stamova, Stefania Tomasiello
Numerical schemes and genetic algorithms for the optimal control of a continuous model of supply chains. Appl. Math. Comput. 388 (2021)
Stefania Tomasiello, Muhammad Uzair, Evelin Loit
ANFIS with fractional regularization for supply chains cost and return evaluation. WILF (2021)
Stefania Tomasiello, Muhammad Uzair
Some Remarks on ANFIS for Forest Fires Prediction. FUZZ-IEEE (2021)
Stefania Tomasiello, Zahra Alijani
Fuzzy-based approaches for agri-food supply chains: a mini-review. Soft Comput. 25 (11) (2021)
Stefania Tomasiello, Feng Feng, Sotiris Kotsiantis, Alireza Khastan
Special issue on "Intelligent and fuzzy systems in data science and big data". Evol. Intell. 13 (2) (2020)
Stefania Tomasiello, S. Marín Mejía, N. Gossili
Finite-time stability for uncertain differential equations: a first investigation on a new class of multi-agent systems. Soft Comput. 24 (5) (2020)
Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro, Jinwu Gao
Using local learning with fuzzy transform: application to short term forecasting problems. Fuzzy Optim. Decis. Mak. 19 (1) (2020)
Stefania Tomasiello
A granular functional network classifier for brain diseases analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (4) (2020)
Sanjiban Sekhar Roy, Aditya Ranjan, Stefania Tomasiello
Link Prediction in Social Networks by Variational Graph Autoencoder and Similarity-Based Methods: A Brief Comparative Analysis. ICPR Workshops (4) (2020)
Francesco Colace, Vincenzo Loia, Witold Pedrycz, Stefania Tomasiello
On a granular functional link network for classification. Neurocomputing 398 (2020)
Petr Hurtík, Stefania Tomasiello
A review on the application of fuzzy transform in data and image compression. Soft Comput. 23 (23) (2019)
Francesco Colace, Vincenzo Loia, Stefania Tomasiello
Revising recurrent neural networks from a granular perspective. Appl. Soft Comput. 82 (2019)
Stefania Tomasiello, Jorge Eduardo Macías-Díaz, Alireza Khastan, Zahra Alijani
New sinusoidal basis functions and a neural network approach to solve nonlinear Volterra-Fredholm integral equations. Neural Comput. Appl. 31 (9) (2019)
Giuseppe D'Aniello, Angelo Gaeta, Matteo Gaeta, Stefania Tomasiello
Self-regulated learning with approximate reasoning and situation awareness. J. Ambient Intell. Humaniz. Comput. 9 (1) (2018)
Vincenzo Loia, Domenico Parente, Witold Pedrycz, Stefania Tomasiello
A Granular Functional Network with delay: Some dynamical properties and application to the sign prediction in social networks. Neurocomputing 321 (2018)
Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
Using fuzzy transform in multi-agent based monitoring of smart grids. Inf. Sci. 388 (2017)
Zahra Alijani, Alireza Khastan, Sanjay K. Khattri, Stefania Tomasiello
Fuzzy Transform to Approximate Solution of Boundary Value Problems via Optimal Coefficients. HPCS (2017)
Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
Joining fuzzy transform and local learning for wind power forecasting. IFSA-SCIS (2017)
Stefania Tomasiello
An alternative use of fuzzy transform with application to a class of delay differential equations. Int. J. Comput. Math. 94 (9) (2017)
Sunita Garhwal, Ram Jiwari, Stefania Tomasiello
Revising Antimirov's Partial Derivatives for Fuzzy Regular Expressions. HPCS (2017)
Vincenzo Loia, Stefania Tomasiello, Alfredo Vaccaro
Fuzzy Transform Based Compression of Electric Signal Waveforms for Smart Grids. IEEE Trans. Syst. Man Cybern. Syst. 47 (1) (2017)
Stefania Tomasiello
A First Investigation on the Dynamics of Two Delayed Neurons through Fuzzy Transform Approximation. HPCS (2017)
Vincenzo Loia, Stefania Tomasiello
Granularity into Functional Networks. CYBCONF (2017)
Matteo Gaeta, Francesco Orciuoli, Luigi Rarità, Stefania Tomasiello
Fitted Q-iteration and functional networks for ubiquitous recommender systems. Soft Comput. 21 (23) (2017)
Nicola Capuano, Angelo Gaeta, Giuseppe Guarino, Sergio Miranda, Stefania Tomasiello
Enhancing augmented reality with cognitive and knowledge perspectives: a case study in museum exhibitions. Behav. Inf. Technol. 35 (11) (2016)
Jorge Eduardo Macías-Díaz, Stefania Tomasiello
A differential quadrature-based approach à la Picard for systems of partial differential equations associated with fuzzy differential equations. J. Comput. Appl. Math. 299 (2016)
Vincenzo Loia, Stefania Tomasiello, Luigi Troiano
Improving Approximation Properties of Fuzzy Transform Through Non-uniform Partitions. WILF (2016)
Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
Cubic B-spline fuzzy transforms for an efficient and secure compression in wireless sensor networks. Inf. Sci. 339 (2016)
Giuseppe D'Aniello, Matteo Gaeta, Stefania Tomasiello, Luigi Rarità
A fuzzy consensus approach for Group Decision Making with variable importance of experts. FUZZ-IEEE (2016)
Maria A. De Rosa, Maria Lippiello, Ram Jiwari, Stefania Tomasiello
A Differential Quadrature based procedure for parameter identification. Appl. Math. Comput. 290 (2016)
Giuseppe D'Aniello, Angelo Gaeta, Francesco Orciuoli, Pier Giuseppe Rossi, Stefania Tomasiello
Handling Continuity in Seamless Learning via Opportunistic Recognition and Evaluation of Activity Cohesion. INCoS (2015)
Stefania Tomasiello
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. 253 (2015)
Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
Multisignal 1-D compression by F-transform for wireless sensor networks applications. Appl. Soft Comput. 30 (2015)
Giuseppe D'Aniello, Matteo Gaeta, Vincenzo Loia, Francesco Orciuoli, Stefania Tomasiello
A Dialogue-Based Approach Enhanced with Situation Awareness and Reinforcement Learning for Ubiquitous Access to Linked Data. INCoS (2014)
Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
A fuzzy functional network for nonlinear regression problems. Int. J. Knowl. Eng. Soft Data Paradigms 4 (4) (2014)
Stefania Tomasiello
A new DQ-based method and its application to the stability of columns. Appl. Math. Comput. 226 (2014)
Giovanni Acampora, Matteo Gaeta, Stefania Tomasiello
An extended functional network model and its application for a gas sensing system. Soft Comput. 17 (5) (2013)
Matteo Gaeta, Vincenzo Loia, Stefania Tomasiello
A Generalized Functional Network for a Classifier-Quantifiers Scheme in a Gas-Sensing System. Int. J. Intell. Syst. 28 (10) (2013)
Stefania Tomasiello
Some remarks on a new DQ-based method for solving a class of Volterra integro-differential equations. Appl. Math. Comput. 219 (1) (2012)
Stefania Tomasiello
A note on three numerical procedures to solve Volterra integro-differential equations in structural analysis. Comput. Math. Appl. 62 (8) (2011)
Stefania Tomasiello
Numerical stability of DQ solutions of wave problems. Numer. Algorithms 57 (3) (2011)
Stefania Tomasiello
Solving 2D-wave problems by the iterative differential quadrature method. Int. J. Comput. Math. 88 (12) (2011)
Stefania Tomasiello
Numerical solutions of the Burgers-Huxley equation by the IDQ method. Int. J. Comput. Math. 87 (1) (2010)