Antonello Rizzi

Pubblicazioni

Titolo Pubblicato in Anno
ISMatch: A real-time hardware accelerator for inexact string matching of DNA sequences on FPGA MICROPROCESSORS AND MICROSYSTEMS 2023
Multifractal Characterization of Texts for Pattern Recognition: on the Complexity of Morphological Structures in Modern and Ancient Languages IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2023
On Information Granulation via Data Filtering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study SN COMPUTER SCIENCE 2023
Prototype Theory Meets Word Embedding: A Novel Approach for Text Categorization via Granular Computing COGNITIVE COMPUTATION 2023
An Unsupervised Graph-Based Approach for Detecting Relevant Topics: A Case Study on the Italian Twitter Cohort during the Russia–Ukraine Conflict INFORMATION 2023
A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context 2023 International Joint Conference on Neural Networks (IJCNN) 2023
Facing Graph Classification Problems by a Multi-agent Information Granulation Approach Computational intelligence 2023
An Information Granulation Approach Through m-Grams for Text Classification Computational intelligence 2023
Improving Simulation Realism in Developing a Fuzzy Modular Autonomous Driving System for Electric Boats Studies in Computational Intelligence 2023
Esercizi di Elettrotecnica, Terza edizione 2022
On Information Granulation via Data Clustering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study ALGORITHMS 2022
Intrusion Detection in Wi-Fi Networks by Modular and Optimized Ensemble of Classifiers: An Extended Analysis SN COMPUTER SCIENCE 2022
Deep learning hybrid techniques for brain tumor segmentation SENSORS 2022
Multifractal characterization and modeling of blood pressure signals ALGORITHMS 2022
A Multi-objective Optimization Approach for the Synthesis of Granular Computing-Based Classification Systems in the Graph Domain SN COMPUTER SCIENCE 2022
Estimation of fault probability in medium voltage feeders through calibration techniques in classification models SOFT COMPUTING 2022
A Comparison between crisp and fuzzy Logic in an autonomous driving system for boats Proc. of IEEE International Fuzzy Systems Conference 2022
On component-wise dissimilarity measures and metric properties in pattern recognition PEERJ. COMPUTER SCIENCE. 2022
A statistical framework for labeling unlabelled data: a case study on anomaly detection in pressurization systems for high-speed railway trains Proc. of 2022 International Joint Conference on Neural Networks (IJCNN) 2022
A Granular Computing Approach for Multi-Labelled Sequences Classification in IEEE 802.11 Networks Proc. of 2022 International Joint Conference on Neural Networks (IJCNN) 2022

ERC

  • PE6_2
  • PE6_6
  • PE6_7
  • PE6_11
  • PE7_7
  • PE7_12

KET

  • Advanced manufacturing & processing
  • Big data & computing
  • Sustainable technologies & development

Interessi di ricerca

Non-linear circuits and systems, Soft  Computing,  Pattern Recognition, Computational  Intelligence, Granular Computing and Knowledge Discovery, Complex Systems modelling and control, Supervised  and unsupervised  data  driven  modeling  techniques,  neural  networks,  fuzzy systems, evolutionary  algorithms. Design  of  automatic  modeling  systems, clustering, classification, function approximation, prediction.Computational Intelligence techniques for Smart Grids and Micro Grids modelling, monitoring and control, Intelligent Systems for Sustainable Mobility, Energy Storage Systems modeling and control, Predictive Diagnostc systems for Condition Based Maintenance, Big Data for Industrial Applications, Classification and clustering systems in structured domains, Machine learning in non-metric spaces, graph  and sequence matching,  agent-based clustering and substructures mining, parallel and distributed computing. Machine learning for natural language processing, cybersecurity, bioinformatics, medical diagnosis.

Gruppi di ricerca

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