| 2025 | IJCCI | A Universal Urban Electricity -Demand Simulator for Developing and Evaluating Load-Scheduling and Forecasting Systems. | Sabereh Taghdisi Rastkar, Saeid Jamili, Enrico De Santis, Antonello Rizzi |
| 2025 | IJCCI | Degradation-Aware Energy Management in Residential Microgrids: A Reinforcement Learning Framework. | Danial Zendehdel, Gianluca Ferro, Enrico De Santis, Antonello Rizzi |
| 2025 | IJCNN | On a Fast and Explainable REC HEMS Based on Kolmogorov-Arnold Networks. | Antonino Capillo, Enrico De Santis, Antonello Rizzi |
| 2025 | IJCNN | Decision Focused Forecasting for Smart Grid Energy Management Systems. | Gianluca Ferro, Enrico De Santis, Antonino Capillo, Antonello Rizzi |
| 2025 | IJCNN | Graph-Aug LSTM with Weighted Loss for Enhanced Energy Forecasting. | Sabereh Taghdisi Rastkar, Saeid Jamili, Enrico De Santis, Antonello Rizzi |
| 2025 | IJCNN | A KAN-SHAP Framework for Fault Detection and Analysis in Smart Grids. | Enrico De Santis, Gianluca Ferro, Antonello Rizzi |
| 2025 | IJCNN | 2025: A GPT Odyssey. Deconstructing Intelligence by Gradual Dissolution of a Transformer. | Enrico De Santis, Alessio Martino, Edoardo Bruno, Antonello Rizzi |
| 2025 | IJCNN | LSTM in Recursive Feedback Loops: A Study on Textual Evolution and Complexity. | Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi |
| 2025 | IJCNN | Multi-Objective Battery Dispatching using an Enhanced SAC Algorithm. | Danial Zendehdel, Enrico De Santis, Antonino Capillo, Philip Odonkor, Antonello Rizzi |
| 2024 | IJCNN | Improving Prediction Performances by Integrating Second Derivative in Microgrids Energy Load Forecasting. | Sabereh Taghdisi Rastkar, Saeid Jamili, Enrico De Santis, Antonello Rizzi |
| 2024 | IJCNN | An Extended Battery Equivalent Circuit Model for an Energy Community Real Time EMS. | Danial Zendehdel, Antonino Capillo, Enrico De Santis, Antonello Rizzi |
| 2023 | IJCCI | A Comparison Between Seasonal and Non-Seasonal Forecasting Techniques for Energy Demand Time Series in Smart Grids. | Sabereh Taghdisi Rastkar, Danial Zendehdel, Enrico De Santis, Antonello Rizzi |
| 2023 | IJCNN | A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context. | Enrico De Santis, Alessio Martino, Francesca Ronci, Antonello Rizzi |
| 2022 | IJCCI | Synthesis of an Evolutionary Fuzzy Multi-objective Energy Management System for an Electric Boat. | Antonino Capillo, Enrico De Santis, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2022 | IJCNN | A Granular Computing Approach for Multi-Labelled Sequences Classification in IEEE 802.11 Networks. | Giuseppe Granato, Alessio Martino, Antonello Rizzi |
| 2022 | IJCNN | A statistical framework for labeling unlabelled data: a case study on anomaly detection in pressurization systems for high-speed railway trains. | Enrico De Santis, Francesco Arn, Alessio Martino, Antonello Rizzi |
| 2021 | IJCCI | Relaxed Dissimilarity-based Symbolic Histogram Variants for Granular Graph Embedding. | Luca Baldini, Alessio Martino, Antonello Rizzi |
| 2021 | IJCCI | A Multi-agent Approach for Graph Classification. | Luca Baldini, Antonello Rizzi |
| 2021 | IJCCI | A Modular Autonomous Driving System for Electric Boats based on Fuzzy Controllers and Q-Learning. | Emanuele Ferrandino, Antonino Capillo, Enrico De Santis, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2020 | IJCCI | Complexity vs. Performance in Granular Embedding Spaces for Graph Classification. | Luca Baldini, Alessio Martino, Antonello Rizzi |
| 2020 | IJCCI | Mining M-Grams by a Granular Computing Approach for Text Classification. | Antonino Capillo, Enrico De Santis, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2020 | IJCCI | Nanogrids: A Smart Way to Integrate Public Transportation Electric Vehicles into Smart Grids. | Emanuele Ferrandino, Antonino Capillo, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2020 | IJCCI | Intrusion Detection in Wi-Fi Networks by Modular and Optimized Ensemble of Classifiers. | Giuseppe Granato, Alessio Martino, Luca Baldini, Antonello Rizzi |
| 2020 | IJCCI | Classification and Calibration Techniques in Predictive Maintenance: A Comparison between GMM and a Custom One-Class Classifier. | Enrico De Santis, Antonino Capillo, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2020 | IJCNN | Exploiting Cliques for Granular Computing-based Graph Classification. | Luca Baldini, Alessio Martino, Antonello Rizzi |
| 2020 | IJCNN | Facing Big Data by an Agent-Based Multimodal Evolutionary Approach to Classification. | Mauro Giampieri, Luca Baldini, Enrico De Santis, Antonello Rizzi |
| 2020 | IJCNN | On the Optimization of Embedding Spaces via Information Granulation for Pattern Recognition. | Alessio Martino, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2020 | IJCNN | An Ecology-based Index for Text Embedding and Classification. | Alessio Martino, Enrico De Santis, Antonello Rizzi |
| 2019 | IJCCI | Stochastic Information Granules Extraction for Graph Embedding and Classification. | Luca Baldini, Alessio Martino, Antonello Rizzi |
| 2019 | IJCCI | Calibration Techniques for Binary Classification Problems: A Comparative Analysis. | Alessio Martino, Enrico De Santis, Luca Baldini, Antonello Rizzi |
| 2018 | IJCNN | Energy Transduction Optimization of a Wave Energy Converter by Evolutionary Algorithms. | Antonino Capillo, Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | A Supervised Classification System based on Evolutive Multi-Agent Clustering for Smart Grids Faults Prediction. | Mauro Giampieri, Enrico De Santis, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | Microgrid Energy Management by ANFIS Supported by an ESN Based Prediction Algorithm. | Stefano Leonori, Antonello Rizzi, Maurizio Paschero, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | An ANFIS Based System Identification Procedure for Modeling Electrochemical Cells. | Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | A Binary PSO Approach for Real Time Optimal Balancing of Electrochemical Cells. | Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | Distance Matrix Pre-Caching and Distributed Computation of Internal Validation Indices in k-medoids Clustering. | Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | Supervised Approaches for Protein Function Prediction by Topological Data Analysis. | Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | Dissimilarity Space Representations and Automatic Feature Selection for Protein Function Prediction. | Enrico De Santis, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2018 | IJCNN | Evolutionary Optimization of an Affine Model for Vulnerability Characterization in Smart Grids. | Enrico De Santis, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2017 | CEC | A learning intelligent System for classification and characterization of localized faults in Smart Grids. | Enrico De Santis, Antonello Rizzi, Alireza Sadeghian |
| 2017 | IJCCI | ANFIS Synthesis by Clustering for Microgrids EMS Design. | Stefano Leonori, Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2017 | IJCCI | Efficient Approaches for Solving the Large-Scale k-medoids Problem. | Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2017 | IJCCI | Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data. | Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2016 | CEC | Multi objective optimization of a fuzzy logic controller for energy management in microgrids. | Stefano Leonori, Enrico De Santis, Antonello Rizzi, F. M. Frattale Mascioli |
| 2016 | CEC | A PSO algorithm for transient dynamic modeling of lithium cells through a nonlinear RC filter. | Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2016 | IECON | Optimization of a microgrid energy management system based on a Fuzzy Logic Controller. | Stefano Leonori, Enrico De Santis, Antonello Rizzi, F. M. Frattale Mascioli |
| 2016 | IECON | Comparison between two nonlinear Kalman Filters for reliable SoC estimation on a prototypal BMS. | Massimiliano Luzi, Maurizio Paschero, Angelo Rossini, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2015 | IJCNN | A learning intelligent system for fault detection in Smart Grid by a One-Class Classification approach. | Enrico De Santis, Antonello Rizzi, Alireza Sadeghian, Fabio Massimo Frattale Mascioli |
| 2014 | IJCCI | Information Granules Filtering for Inexact Sequential Pattern Mining by Evolutionary Computation. | Enrico Maiorino, Francesca Possemato, Valerio Modugno, Antonello Rizzi |
| 2014 | IJCCI | Noise Sensitivity of an Information Granules Filtering Procedure by Genetic Optimization for Inexact Sequential Pattern Mining. | Enrico Maiorino, Francesca Possemato, Valerio Modugno, Antonello Rizzi |
| 2014 | IJCCI | Combining Piecewise Linear Regression and a Granular Computing Framework for Financial Time Series Classification. | Valerio Modugno, Francesca Possemato, Antonello Rizzi |
| 2014 | IJCCI | Occupational Diseases Risk Prediction by Cluster Analysis and Genetic Optimization. | Antonio Di Noia, Paolo Montanari, Antonello Rizzi |
| 2014 | IJCCI | Occupational Diseases Risk Prediction by Genetic Optimization: Towards a Non-exclusive Classification Approach. | Antonio Di Noia, Paolo Montanari, Antonello Rizzi |
| 2014 | IJCCI | An Ordering Procedure for Admissible Network Configurations to Regularize DFR Optimization Problems in Smart Grids. | Antonello Rizzi, Francesca Possemato, Stefano Caschera, Maurizio Paschero, Fabio Massimo Frattale Mascioli |
| 2014 | IJCCI | Evolutionary Optimization of a One-Class Classification System for Faults Recognition in Smart Grids. | Enrico De Santis, Gianluca Distante, Fabio Massimo Frattale Mascioli, Alireza Sadeghian, Antonello Rizzi |
| 2014 | IJCCI | A Dissimilarity Learning Approach by Evolutionary Computation for Faults Recognition in Smart Grids. | Enrico De Santis, Fabio Massimo Frattale Mascioli, Alireza Sadeghian, Antonello Rizzi |
| 2014 | IJCNN | An interpretable graph-based image classifier. | Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini, Antonello Rizzi |
| 2014 | IJCNN | Fault recognition in smart grids by a one-class classification approach. | Enrico De Santis, Lorenzo Livi, Fabio Massimo Frattale Mascioli, Alireza Sadeghian, Antonello Rizzi |
| 2013 | IJCNN | Matching of time-varying labeled graphs. | Filippo Maria Bianchi, Lorenzo Livi, Antonello Rizzi |
| 2013 | IJCNN | Dissimilarity space embedding of labeled graphs by a clustering-based compression procedure. | Lorenzo Livi, Filippo Maria Bianchi, Antonello Rizzi, Alireza Sadeghian |
| 2013 | IJCNN | Automatic text categorization by a Granular Computing approach: Facing unbalanced data sets. | Francesca Possemato, Antonello Rizzi |
| 2013 | IJCNN | A dissimilarity-based classifier for generalized sequences by a granular computing approach. | Antonello Rizzi, Francesca Possemato, Lorenzo Livi, Azzurra Sebastiani, Alessandro Giuliani, Fabio Massimo Frattale Mascioli |
| 2013 | IFSA | Aggregating α-planes for Type-2 fuzzy set matching. | Lorenzo Livi, Hooman Tahayori, Alireza Sadeghian, Antonello Rizzi |
| 2013 | IFSA | Two evolutionary computational approaches for active power losses minimization in Smart Grids. | Francesca Possemato, Gian Luca Storti, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2013 | IFSA | Matching general type-2 fuzzy sets by comparing the vertical slices. | Antonello Rizzi, Lorenzo Livi, Hooman Tahayori, Alireza Sadeghian |
| 2013 | IFSA | Genetic optimization of a fuzzy control system for energy flow management in micro-grids. | Enrico De Santis, Antonello Rizzi, Alireza Sadeghian, Fabio Massimo Frattale Mascioli |
| 2013 | IFSA | Optimal distribution feeders configuration for active power losses minimization by genetic algorithms. | Gian Luca Storti, Francesca Possemato, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli |
| 2013 | IWCMC | Low complexity, high performance neuro-fuzzy system for Internet traffic flows early classification. | Antonello Rizzi, Silvia Colabrese, Andrea Baiocchi |
| 2012 | ICPRAM | Graph Recognition by Seriation and Frequent Substructures Mining. | Lorenzo Livi, Guido Del Vescovo, Antonello Rizzi |
| 2012 | ICPRAM | Inexact Graph Matching through Graph Coverage. | Lorenzo Livi, Guido Del Vescovo, Antonello Rizzi |
| 2012 | IJCNN | Parallel algorithms for tensor product-based inexact graph matching. | Lorenzo Livi, Antonello Rizzi |
| 2012 | IJCNN | A new Granular Computing approach for sequences representation and classification. | Antonello Rizzi, Guido Del Vescovo, Lorenzo Livi, Fabio Massimo Frattale Mascioli |
| 2011 | IJCCI | Neurofuzzy Min-Max Networks Implementation on FPGA . | Alessandro Cinti, Antonello Rizzi |
| 2010 | ISDA | A Query by Humming System for Music Information Retrieval. | Mario Antonelli, Antonello Rizzi, Guido Del Vescovo |
| 2010 | IWCMC | Statistical classification of services tunneled into SSH connections by a K-means based learning algorithm. | Gianluca Maiolini, Andrea Baiocchi, Antonello Rizzi, C. Di Iollo |
| 2009 | Networking | Real Time Identification of SSH Encrypted Application Flows by Using Cluster Analysis Techniques. | Gianluca Maiolini, Andrea Baiocchi, Alfonso Iacovazzi, Antonello Rizzi |
| 2008 | MMSP | A Correntropy-based voice to MIDI transcription algorithm. | Mario Antonelli, Antonello Rizzi |
| 2008 | MMSP | Genre classification of compressed audio data. | Antonello Rizzi, Nicola Maurizio Buccino, Massimo Panella, Aurelio Uncini |
| 2007 | GRC | Automatic Classification of Graphs by Symbolic Histograms. | Guido Del Vescovo, Antonello Rizzi |
| 2007 | GRC | Online Handwriting Recognition by the Symbolic Histograms Approach. | Guido Del Vescovo, Antonello Rizzi |
| 2005 | IJCNN | A symbolic approach to the solution of F-classification problems. | Antonello Rizzi, Guido Del Vescovo |
| 2004 | IJCNN | Estimation of bone mineral density data using MoG neural networks. | Antonello Rizzi, Massimo Panella, Maurizio Paschero, Fabio Massimo Frattale Mascioli |
| 2000 | IJCNN | A Recursive Algorithm for Fuzzy Min-Max Networks. | Antonello Rizzi, Massimo Panella, Fabio Massimo Frattale Mascioli, Giuseppe Martinelli |
| 2000 | ISTAS | Human components in productive systems. | Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 1997 | ICASSP | A constructive algorithm for fuzzy neural networks. | Fabio Massimo Frattale Mascioli, Giuseppe Martinelli, Antonello Rizzi |
| 1990 | Interspeech | Modeling vocabularies for a connected speech recognizer. | Fabio Gabrieli, A. Dimundo, Antonello Rizzi, G. Colangelit, A. Stagni |