Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Hongyuan You"'
Network regularization is an effective tool for incorporating structural prior knowledge to learn coherent models over networks, and has yielded provably accurate estimates in applications ranging from spatial economics to neuroimaging studies. Recen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ff28f7634220d1609d9e1ada3ca906a6
https://doi.org/10.1137/1.9781611976236.24
https://doi.org/10.1137/1.9781611976236.24
Publikováno v:
PRNI
The functional activation pattern within the human brain is known to change at varying time-scales. This existence of and dynamics between inherently different brain functional states are found to be related to human learning, behavior, and developme
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6865d5ec8a18b2553951edb0ded92ce7
https://doi.org/10.1109/prni.2017.7981508
https://doi.org/10.1109/prni.2017.7981508
Publikováno v:
ICDM
Learning a succinct set of substructures that predicts global network properties plays a key role in understanding complex network data. Existing approaches address this problem by sampling the exponential space of all possible subnetworks to find on
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::71cc03999433a2d216ac7c043175c728
https://doi.org/10.1109/icdm.2015.56
https://doi.org/10.1109/icdm.2015.56
Publikováno v:
Machine Learning and Knowledge Discovery in Databases ISBN: 9783662448472
ECML/PKDD (1)
ECML/PKDD (1)
Data mining practitioners are facing challenges from data with network structure. In this paper, we address a specific class of global-state networks which comprises of a set of network instances sharing a similar structure yet having different value
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21a14bebb39ef0837a246e48c16889ab
https://doi.org/10.1007/978-3-662-44848-9_19
https://doi.org/10.1007/978-3-662-44848-9_19