Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space. - Josephine Maria Thomas; Alessandro Muscoloni; Sara Ciucci; Ginestra Bianconi; Carlo Vittorio Cannistraci (CoRR, 2016)

Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. - Claudio Durán; Aldo Acevedo; Sara Ciucci; Alessandro Muscoloni; Carlo V. Cannistraci (CoRR, 2019)

Measuring group-separability in geometrical space for evaluation of pattern recognition and embedding algorithms. - Aldo Acevedo; Sara Ciucci; Ming-Ju Kuo; Claudio Durán; Carlo V. Cannistraci (CoRR, 2019)

Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. - Yan Ge; Philipp Rosendahl; Claudio Durán; Nicole Töpfner; Sara Ciucci; Jochen R. Guck; Carlo Vittorio Cannistraci (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Measuring Group Separability in Geometrical Space for Evaluation of Pattern Recognition and Dimension Reduction Algorithms. - Aldo Acevedo; Claudio Durán; Ming-Ju Kuo; Sara Ciucci; Michael Schroeder 001; Carlo Vittorio Cannistraci (IEEE Access, 2022)