ALESSIO MARTINO

PhD Student

PhD program:: XXXII
email: alessio.martino@uniroma1.it
phone: (+39) 0644585745
building: San Pietro in Vincoli (DIET) - Palazzina RM032
room: I Piano (Floor) - Stanza (Room) 110




Research Topic: Large-Scale Distributed Machine Learning & Big Data Mining in non-metric spaces
Curriculum: Curriculum in Information and Communication Engineering

Ph.D. start date : November 2016
Ph.D. Advisory Board: prof. Aurelio Uncini, prof. Vincenzo Eramo, prof. Francesco Centurelli


Research products

  • 11573/963470 - 2017 - Supervised approaches for function prediction of proteins contact networks from topological structure information (02a Capitolo o Articolo)
    MARTINO, ALESSIO; MAIORINO, ENRICO; GIAMPIERI, MAURO; RIZZI, ANTONELLO
  • 11573/1277072 - 2019 - Efficient approaches for solving the large-scale k-medoids problem: Towards structured data (02a Capitolo o Articolo)
    MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1032499 - 2017 - ANFIS synthesis by clustering for microgrids EMS design (04b Atto di convegno in volume)
    LEONORI, STEFANO; MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1033136 - 2017 - Efficient approaches for solving the large-scale k-medoids problem (04b Atto di convegno in volume)
    MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1034835 - 2019 - Data mining by evolving agents for clusters discovery and metric learning (02a Capitolo o Articolo)
    MARTINO, ALESSIO; GIAMPIERI, MAURO; LUZI, MASSIMILIANO; RIZZI, ANTONELLO
  • 11573/1117744 - 2018 - Granular computing techniques for bioinformatics pattern recognition problems in non-metric spaces (02a Capitolo o Articolo)
    MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1176626 - 2018 - Pattern Recognition in spazi non-metrici: a biological case study (04d Abstract in atti di convegno)
    RIZZI, ANTONELLO; MARTINO, ALESSIO
  • 11573/1122005 - 2018 - Distance matrix pre-caching and distributed computation of internal validation indices in k-medoids clustering (04b Atto di convegno in volume)
    MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1202075 - 2018 - Dissimilarity space representations and automatic feature selection for protein function prediction (04b Atto di convegno in volume)
    DE SANTIS, ENRICO; MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1202073 - 2018 - Supervised approaches for protein function prediction by topological data analysis (04b Atto di convegno in volume)
    MARTINO, ALESSIO; RIZZI, ANTONELLO; FRATTALE MASCIOLI, FABIO MASSIMO
  • 11573/1276972 - 2019 - ANFIS microgrid energy management system synthesis by hyperplane clustering supported by neurofuzzy min–max classifier (01a Articolo in rivista)
    LEONORI, STEFANO; MARTINO, ALESSIO; FRATTALE MASCIOLI, FABIO MASSIMO; RIZZI, ANTONELLO
  • 11573/1276957 - 2020 - A novel algorithm for online inexact string matching and its FPGA implementation (01a Articolo in rivista)
    CINTI, ALESSANDRO; BIANCHI, FILIPPO MARIA; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1301429 - 2020 - Supervised machine learning techniques and genetic optimization for occupational diseases risk prediction (01a Articolo in rivista)
    DI NOIA, ANTONIO; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1327850 - 2019 - (Hyper)Graph embedding and classification via simplicial complexes (01a Articolo in rivista)
    MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1327846 - 2019 - Calibration techniques for binary classification problems. A comparative analysis (04b Atto di convegno in volume)
    MARTINO, ALESSIO; DE SANTIS, ENRICO; BALDINI, LUCA; RIZZI, ANTONELLO
  • 11573/1327765 - 2019 - Stochastic information granules extraction for graph embedding and classification (04b Atto di convegno in volume)
    BALDINI, LUCA; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1339125 - 2019 - A Clustering approach for profiling LoRaWAN IoT devices (04b Atto di convegno in volume)
    MARTINO, ALESSIO; CUOMO, FRANCESCA
  • 11573/1353174 - 2020 - Metabolic networks classification and knowledge discovery by information granulation (01a Articolo in rivista)
    MARTINO, ALESSIO; BIZZARRI, MARIANO; RIZZI, ANTONELLO
  • 11573/1364044 - 2020 - Pattern recognition techniques for modelling complex systems in non-metric domains (07a Tesi di Dottorato)
    MARTINO, ALESSIO
  • 11573/1365499 - 2019 - The universal phenotype (01a Articolo in rivista)
    MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1433786 - 2020 - Microgrid energy management systems design by computational intelligence techniques (01a Articolo in rivista)
    LEONORI, STEFANO; MARTINO, ALESSIO; FRATTALE MASCIOLI, FABIO MASSIMO; RIZZI, ANTONELLO
  • 11573/1437759 - 2020 - Predicting lorawan behavior. How machine learning can help (01a Articolo in rivista)
    CUOMO, FRANCESCA; MARTINO, ALESSIO
  • 11573/1434732 - 2020 - A generalized framework for ANFIS synthesis procedures by clustering techniques (01a Articolo in rivista)
    LEONORI, STEFANO; MARTINO, ALESSIO; LUZI, MASSIMILIANO; FRATTALE MASCIOLI, FABIO MASSIMO; RIZZI, ANTONELLO
  • 11573/1433767 - 2020 - Modelling and recognition of protein contact networks by multiple kernel learning and dissimilarity representations (01a Articolo in rivista)
    MARTINO, ALESSIO; DE SANTIS, ENRICO; RIZZI, ANTONELLO
  • 11573/1433688 - 2020 - An infoveillance system for detecting and tracking relevant topics from italian tweets during the COVID-19 event (01a Articolo in rivista)
    DE SANTIS, ENRICO; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1458297 - 2019 - Metodi (Multi)Kernel nel Dominio dei Grafi (04d Abstract in atti di convegno)
    RIZZI, ANTONELLO; MARTINO, ALESSIO
  • 11573/1458283 - 2019 - Spazi di Embedding per la Classificazione di Grafi (04d Abstract in atti di convegno)
    RIZZI, ANTONELLO; MARTINO, ALESSIO
  • 11573/1461458 - 2020 - Intrusion detection in wi-fi networks by modular and optimized ensemble of classifiers (04b Atto di convegno in volume)
    MARTINO, ALESSIO; BALDINI, LUCA; RIZZI, ANTONELLO
  • 11573/1461448 - 2020 - Complexity vs. performance in granular embedding spaces for graph classification (04b Atto di convegno in volume)
    BALDINI, LUCA; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1453613 - 2020 - Exploiting cliques for granular computing-based graph classification (04b Atto di convegno in volume)
    BALDINI, LUCA; MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1448838 - 2020 - (Hyper)graph kernels over simplicial complexes (01a Articolo in rivista)
    MARTINO, ALESSIO; RIZZI, ANTONELLO
  • 11573/1453641 - 2020 - On the optimization of embedding spaces via information granulation for pattern recognition (04b Atto di convegno in volume)
    MARTINO, ALESSIO; FRATTALE MASCIOLI, FABIO MASSIMO; RIZZI, ANTONELLO
  • 11573/1453629 - 2020 - An ecology-based index for text embedding and classification (04b Atto di convegno in volume)
    MARTINO, ALESSIO; DE SANTIS, ENRICO; RIZZI, ANTONELLO

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