116 citations · 135 across the 4 of their papers we have counts for
4 papers
Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers
Yan Ge, Philipp Rosendahl, Claudio Durán +4
Despite fluorescent cell-labelling being widely employed in biomedical studies, some of its drawbacks are inevitable, with unsuitable fluorescent probes or probes inducing a functi…
Measuring group-separability in geometrical space for evaluation of pattern recognition and embedding algorithms
A. Acevedo, S. Ciucci, MJ. Kuo +2
Evaluating data separation in a geometrical space is fundamental for pattern recognition. A plethora of dimensionality reduction (DR) algorithms have been developed in order to rev…
Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity
C. Duran, A. Acevedo, S. Ciucci +2
The development of algorithms for unsupervised pattern recognition by nonlinear clustering is a notable problem in data science. Markov clustering (MCL) is a renowned algorithm tha…
Common neighbours and the local-community-paradigm for link prediction in bipartite networks
Simone Daminelli, Josephine Maria Thomas, Claudio Durán +1
Bipartite networks are powerful descriptions of complex systems characterized by two different classes of nodes and connections allowed only across but not within the two classes.…