Zobrazeno 1 - 10
of 296
pro vyhledávání: '"Cannistraci, Carlo"'
Autor:
Acevedo, Aldo, Duran, Claudio, Kuo, Ming-Ju, Ciucci, Sara, Schroeder, Michael, Cannistraci, Carlo Vittorio
Evaluating group separability is fundamental to pattern recognition. A plethora of dimension reduction (DR) algorithms has been developed to reveal the emergence of geometrical patterns in a lowdimensional space, where high-dimensional sample similar
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A88284
https://tud.qucosa.de/api/qucosa%3A88284/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A88284/attachment/ATT-0/
The growing computational demands posed by increasingly number of neural network's parameters necessitate low-memory-consumption training approaches. Previous memory reduction techniques, such as Low-Rank Adaptation (LoRA) and ReLoRA, suffer from the
Externí odkaz:
http://arxiv.org/abs/2405.15481
Publikováno v:
New journal of physics : the open-access journal for physics 2018, 20(5). ISSN: 1367-2630. DOI: 10.1088/1367-2630/aac06f
The investigation of the hidden metric space behind complex network topologies is a fervid topic in current network science and the hyperbolic space is one of the most studied, because it seems associated to the structural organization of many real c
Autor:
Cannistraci, Carlo Vittorio, Nieminen, Tuomo, Nishi, Masahiro, Khachigian, Levon M., Viikilä, Juho, Laine, Mika, Cianflone, Domenico, Maseri, Attilio, Yeo, Khung Keong, Bhindi, Ravinay, Ammirati, Enrico
Publikováno v:
Journal of the American Heart Association : JAHA (2018), 7(8). ISSN: 2047-9980 . DOI: 10.1161/JAHA.117.006878.
Background: ST-elevation acute myocardial infarction (STEMI) represents one of the leading causes of death. The time of STEMI onset has a circadian rhythm with a peak during diurnal hours, and the occurrence of STEMI follows a seasonal pattern with a
Autor:
Narula, Vaibhav, Zippo, Antonio Giuliano, Muscoloni, Alessandro, Biella, Gabriele Eliseo M., Cannistraci, Carlo Vittorio
Publikováno v:
Applied Network Science (2017), 2(1). ISSN: 2364-8228. DOI: 10.1007/s41109-017-0048-x
The mystery behind the origin of the pain and the difficulty to propose methodologies for its quantitative characterization fascinated philosophers (and then scientists) from the dawn of our modern society. Nowadays, studying patterns of information
Externí odkaz:
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-230803
http://www.qucosa.de/fileadmin/data/qucosa/documents/23080/s41109-017-0048-x.pdf
http://www.qucosa.de/fileadmin/data/qucosa/documents/23080/s41109-017-0048-x.pdf
Autor:
Ciucci, Sara, Ge, Yan, Durán, Claudio, Palladini, Alessandra, Jiménez-Jiménez, Víctor, Martínez-Sánchez, Luisa María, Wang, Yutin, Sales, Susanne, Shevchenko, Andrej, Poser, Steven W., Herbig, Maik, Otto, Oliver, Androutsellis-Theotokis, Andreas, Guck, Jochen, Gerl, Mathias J., Cannistraci, Carlo Vittorio
Publikováno v:
Scientific Reports 2017, 7, ISSN: 2045-2322. DOI: doi:10.1038/srep43946. Artikelnr.: 43946.
Omic science is rapidly growing and one of the most employed techniques to explore differential patterns in omic datasets is principal component analysis (PCA). However, a method to enlighten the network of omic features that mostly contribute to the
Externí odkaz:
http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-226961
http://www.qucosa.de/fileadmin/data/qucosa/documents/22696/srep43946.pdf
http://www.qucosa.de/fileadmin/data/qucosa/documents/22696/srep43946.pdf
Hyperbolic networks are supposed to be congruent with their underlying latent geometry and following geodesics in the hyperbolic space is believed equivalent to navigate through topological shortest paths (TSP). This assumption of geometrical congrue
Externí odkaz:
http://arxiv.org/abs/2005.13255
Around 80% of global trade by volume is transported by sea, and thus the maritime transportation system is fundamental to the world economy. To better exploit new international shipping routes, we need to understand the current ones and their complex
Externí odkaz:
http://arxiv.org/abs/2003.13099
Autor:
Ge, Yan, Rosendahl, Philipp, Durán, Claudio, Töpfner, Nicole, Ciucci, Sara, Guck, Jochen, Cannistraci, Carlo Vittorio
Publikováno v:
IEEE/ACM Trans. Comput. Biol. Bioinform (2019)
Despite fluorescent cell-labelling being widely employed in biomedical studies, some of its drawbacks are inevitable, with unsuitable fluorescent probes or probes inducing a functional change being the main limitations. Consequently, the demand for a
Externí odkaz:
http://arxiv.org/abs/2003.00009
Analysis of 'big data' characterized by high-dimensionality such as word vectors and complex networks requires often their representation in a geometrical space by embedding. Recent developments in machine learning and network geometry have pointed o
Externí odkaz:
http://arxiv.org/abs/1907.00025