Lattice and Imbalance Informed Multi-Label Learning

Autor: Payel Sadhukhan, Sarbani Palit

Publikováno v: IEEE Access, Vol 8, Pp 7394-7407 (2020)

In a multi-label dataset, an instance is given a single representation across all possible labels. Despite the mutual sharing of instances among the labels, the membership of the instances vary from label to label. This diversifies the intrinsic clas

Externí odkaz: https://doaj.org/article/afd86ffadfbe481496faf02521786da9

Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies

Autor: Jörg Sander, Mario A. Nascimento, Ricardo J. G. B. Campello, Antonio Cavalcante Araujo Neto

Publikováno v: IEEE Transactions on Knowledge and Data Engineering. 33:3075-3089

HDBSCAN*, a state-of-the-art density-based hierarchical clustering method, produces a hierarchical organization of clusters in a dataset w.r.t. a parameter $mpts$ m p t s . While a small change in $mpts$ m p t s typically leads to a small change in t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::33bc92b86b16e9ba481c1e389341ea83
https://doi.org/10.1109/tkde.2019.2962412

Coverage aware face topology structure for wireless sensor network applications

Autor: Ahmed M. Khedr, P. V. Pravija Raj, Zaher Al Aghbari

Publikováno v: Wireless Networks. 26:4557-4577

Providing effective sensing coverage of an observation area with reduced set of working nodes for maximum duration of time is an important concern for the development of durable and energy efficient WSN applications. A well-organized network structur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5b1bbe878a7abffbd3632de7376b5baa
https://doi.org/10.1007/s11276-020-02347-7

Weaving The Druun’s Webbing

Autor: Jacob Rice

Publikováno v: SIGGRAPH Talks

The Druun in Walt Disney Animation Studio’s “Raya and the Last Dragon” is a unique character, both in design and in implementation. Over the course of this film, unique solutions were designed to overcome the technical challenges of having a cr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9ce251b4b7a039960ac985b044d71718
https://doi.org/10.1145/3450623.3464647

Estimation of geodesic tortuosity and constrictivity in stationary random closed sets

Autor: Volker Schmidt, Viktor Beneš, Matthias Neumann, Jakub Staněk, Christian Hirsch

Publikováno v: Neumann, M, Hirsch, C, Staněk, J, Beneš, V & Schmidt, V 2019, ' Estimation of geodesic tortuosity and constrictivity in stationary random closed sets ', Scandinavian Journal of Statistics, vol. 46, no. 3, pp. 848-884 . https://doi.org/10.1111/sjos.12375

We investigate the problem of estimating geodesic tortuosity and constrictivity as two structural characteristics of stationary random closed sets. They are of central importance for the analysis of effective transport properties in porous or composi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8658cacf8e1fcdb9e074ffb94339a9c
https://doi.org/10.1111/sjos.12375