Pubblicazioni

Prototype Theory Meets Word Embedding: A Novel Approach for Text Categorization via Granular Computing

2023 - COGNITIVE COMPUTATION
DE SANTIS, Enrico; Rizzi, Antonello

An Information Granulation Approach Through m-Grams for Text Classification

2023 - Computational intelligence
DE SANTIS, Enrico; Capillo, Antonino; Ferrandino, Emanuele; FRATTALE MASCIOLI, Fabio Massimo; Rizzi, Antonello

On Information Granulation via Data Clustering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study

2022 - ALGORITHMS
Martino, Alessio; Baldini, Luca; Rizzi, Antonello

A Multi-objective Optimization Approach for the Synthesis of Granular Computing-Based Classification Systems in the Graph Domain

2022 - SN COMPUTER SCIENCE
Baldini, Luca; Martino, Alessio; Rizzi, Antonello

An enhanced filtering-based information granulation procedure for graph embedding and classification

2021 - IEEE ACCESS
Martino, Alessio; Rizzi, Antonello

Towards a class-aware information granulation for graph embedding and classification

2021 - Studies in Computational Intelligence
Baldini, L.; Martino, A.; Rizzi, A.

Relaxed dissimilarity-based symbolic histogram variants for granular graph embedding

2021 - Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: NCTA
Baldini, Luca; Martino, Alessio; Rizzi, Antonello

A class-specific metric learning approach for graph embedding by information granulation

2021 - APPLIED SOFT COMPUTING
Baldini, L.; Martino, A.; Rizzi, A.

Metabolic networks classification and knowledge discovery by information granulation

2020 - COMPUTATIONAL BIOLOGY AND CHEMISTRY
Martino, Alessio; Giulian, Alessandro; Todde, Virginia; Bizzarri, Mariano; Rizzi, Antonello

Exploiting cliques for granular computing-based graph classification

2020 - Proceedings of the International Joint Conference on Neural Networks
Baldini, Luca; Martino, Alessio; Rizzi, Antonello

An ecology-based index for text embedding and classification

2020 - Proceedings of the International Joint Conference on Neural Networks
Martino, Alessio; De Santis, Enrico; Rizzi, Antonello

On the optimization of embedding spaces via information granulation for pattern recognition

2020 - Proceedings of the International Joint Conference on Neural Networks
Martino, Alessio; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

Complexity vs. performance in granular embedding spaces for graph classification

2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA
Baldini, Luca; Martino, Alessio; Rizzi, Antonello

Mining m-grams by a granular computing approach for text classification

2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA
Capillo, Antonino; De Santis, Enrico; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

Stochastic information granules extraction for graph embedding and classification

2019 - IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
Baldini, Luca; Martino, Alessio; Rizzi, Antonello

(Hyper)Graph embedding and classification via simplicial complexes

2019 - ALGORITHMS
Martino, Alessio; Giuliani, Alessandro; Rizzi, Antonello

The universal phenotype

2019 - ORGANISMS
MARTINO, ALESSIO; Giuliani, Alessandro; RIZZI, Antonello

Granular computing techniques for bioinformatics pattern recognition problems in non-metric spaces

2018 - Studies in Computational Intelligence
Martino, Alessio; Giuliani, Alessandro; Rizzi, Antonello

Granular computing techniques for classification and semantic characterization of structured data

2016 - COGNITIVE COMPUTATION
Bianchi, FILIPPO MARIA; Scardapane, Simone; Rizzi, Antonello; Uncini, Aurelio; Sadeghian, Alireza

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