Antonello Rizzi

Pubblicazioni

Titolo Pubblicato in Anno
Progetto "Life for Silver Coast" Memorie - XXXIV Riunione Nazionale dei Ricercatori di Elettrotecnica 2018
A supervised classification system based on evolutive multi-agent clustering for smart grids faults prediction Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
Microgrid energy management by ANFIS supported by an ESN based prediction algorithm Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
Energy transduction optimization of a wave energy converter by evolutionary algorithms Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
Supervised approaches for protein function prediction by topological data analysis Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
Dissimilarity space representations and automatic feature selection for protein function prediction Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
Evolutionary optimization of an affine model for vulnerability characterization in smart grids Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
An ANFIS based system identification procedure for modeling electrochemical cells Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
A binary PSO approach for real time optimal balancing of electrochemical cells Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 2018
An agent-based algorithm exploiting multiple local dissimilarities for clusters mining and knowledge discovery SOFT COMPUTING 2017
Spectral reconstruction of protein contact networks PHYSICA. A 2017
Data-driven detrending of nonstationary fractal time series with echo state networks INFORMATION SCIENCES 2017
Instrument learning and sparse NMD for automatic polyphonic music transcription IEEE TRANSACTIONS ON MULTIMEDIA 2017
Supervised approaches for function prediction of proteins contact networks from topological structure information Image Analysis: 20th Scandinavian Conference, SCIA 2017, Troms\o, Norway, June 12--14, 2017, Proceedings, Part I 2017
Hierarchical genetic optimization of a fuzzy logic system for energy flows management in microgrids APPLIED SOFT COMPUTING 2017
An optimized microgrid energy management system based on FIS-MO-GA paradigm Proc. of 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2017
A learning intelligent system for classification and characterization of localized faults in Smart Grids 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings 2017
ANFIS synthesis by clustering for microgrids EMS design Proc. of 9th International Joint Conference on Computational Intelligence – IJCCI 2017 2017
Efficient approaches for solving the large-scale k-medoids problem 2017
Design and validation of a contactless charging system for electric bicycles RTSI 2017 - IEEE 3rd International Forum on Research and Technologies for Society and Industry, Conference Proceedings 2017

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.

Progetti di Ricerca

Gruppi di ricerca

Applicazioni dell'intelligenza artificiale alle immagini biomediche e alla diagnostica medica

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