Luca Baldini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
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
A Multi-objective Optimization Approach for the Synthesis of Granular Computing-Based Classification Systems in the Graph Domain	SN COMPUTER SCIENCE	2022
Ottimizzazione di sistemi lightweight granular computing per la classificazione di grafi etichettati	Memorie - XXXVI Riunione Nazionale dei Ricercatori di Elettrotecnica	2022
Towards a class-aware information granulation for graph embedding and classification	Studies in Computational Intelligence	2021
A physically inspired equivalent neural network circuit model for SoC estimation of electrochemical cells	ENERGIES	2021
A multi-agent approach for graph classification	Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: NCTA	2021
Relaxed dissimilarity-based symbolic histogram variants for granular graph embedding	Proceedings of the 13th International Joint Conference on Computational Intelligence - Volume 1: NCTA	2021
A class-specific metric learning approach for graph embedding by information granulation	APPLIED SOFT COMPUTING	2021
Exploiting cliques for granular computing-based graph classification	Proceedings of the International Joint Conference on Neural Networks	2020
Facing Big Data by an agent-based multimodal evolutionary approach to classification	Proceedings of the International Joint Conference on Neural Networks	2020
Complexity vs. performance in granular embedding spaces for graph classification	Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA	2020
Intrusion detection in wi-fi networks by modular and optimized ensemble of classifiers	Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA	2020
Stochastic information granules extraction for graph embedding and classification	IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence	2019
Calibration techniques for binary classification problems. A comparative analysis	IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence	2019