Matches in SemOpenAlex for { <https://semopenalex.org/work/W2982016054> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2982016054 abstract "Three algorithms for unsupervised sampling are introduced. They are easy to tune, scalable, and yield a small size sample. They are based on the same concepts: they combine density and distance, they use the farthest-first traversal that allows for runtime optimization, they yield a coreset, and they are driven by a single user parameter. DIDES gives priority to distance while density is also managed. In DENDIS, density is of first concern while space coverage is ensured. The two of them are tuned by a meaningful parameter called granularity. The lower its value the higher the sample size. The third algorithm in the family, ProTraS, aims to explicitly design a coreset. The sampling cost is the unique parameter and stopping criterion. In this chapter their common properties and differences are studied." @default.
- W2982016054 created "2019-11-01" @default.
- W2982016054 creator A5031342394 @default.
- W2982016054 creator A5038976846 @default.
- W2982016054 date "2019-10-27" @default.
- W2982016054 modified "2023-10-01" @default.
- W2982016054 title "A Family of Unsupervised Sampling Algorithms" @default.
- W2982016054 cites W1542813816 @default.
- W2982016054 cites W1570834090 @default.
- W2982016054 cites W1970088130 @default.
- W2982016054 cites W1977556410 @default.
- W2982016054 cites W1981313592 @default.
- W2982016054 cites W1982682305 @default.
- W2982016054 cites W1987971958 @default.
- W2982016054 cites W1988169300 @default.
- W2982016054 cites W1994530753 @default.
- W2982016054 cites W2002104278 @default.
- W2982016054 cites W2005282790 @default.
- W2982016054 cites W2011430131 @default.
- W2982016054 cites W2022201359 @default.
- W2982016054 cites W2023251028 @default.
- W2982016054 cites W2026367155 @default.
- W2982016054 cites W2026844864 @default.
- W2982016054 cites W2027939060 @default.
- W2982016054 cites W2042587503 @default.
- W2982016054 cites W2045964207 @default.
- W2982016054 cites W2050802111 @default.
- W2982016054 cites W2059515884 @default.
- W2982016054 cites W2064029323 @default.
- W2982016054 cites W2073583237 @default.
- W2982016054 cites W2078888611 @default.
- W2982016054 cites W2079867206 @default.
- W2982016054 cites W2083110416 @default.
- W2982016054 cites W2084642062 @default.
- W2982016054 cites W2085440179 @default.
- W2982016054 cites W2086485631 @default.
- W2982016054 cites W2090096548 @default.
- W2982016054 cites W2108395200 @default.
- W2982016054 cites W2113076747 @default.
- W2982016054 cites W2119885577 @default.
- W2982016054 cites W2120688485 @default.
- W2982016054 cites W2134383396 @default.
- W2982016054 cites W2137130182 @default.
- W2982016054 cites W2137295153 @default.
- W2982016054 cites W2141585940 @default.
- W2982016054 cites W2143880910 @default.
- W2982016054 cites W2144200996 @default.
- W2982016054 cites W2145937819 @default.
- W2982016054 cites W2147816414 @default.
- W2982016054 cites W2150593711 @default.
- W2982016054 cites W2152029707 @default.
- W2982016054 cites W2154137957 @default.
- W2982016054 cites W2158319614 @default.
- W2982016054 cites W2160200253 @default.
- W2982016054 cites W2212819718 @default.
- W2982016054 cites W2293149949 @default.
- W2982016054 cites W2298388144 @default.
- W2982016054 cites W2345217624 @default.
- W2982016054 cites W2795091454 @default.
- W2982016054 cites W2956015669 @default.
- W2982016054 cites W4233413206 @default.
- W2982016054 cites W4247959237 @default.
- W2982016054 cites W839407891 @default.
- W2982016054 doi "https://doi.org/10.1007/978-3-030-29349-9_3" @default.
- W2982016054 hasPublicationYear "2019" @default.
- W2982016054 type Work @default.
- W2982016054 sameAs 2982016054 @default.
- W2982016054 citedByCount "0" @default.
- W2982016054 crossrefType "book-chapter" @default.
- W2982016054 hasAuthorship W2982016054A5031342394 @default.
- W2982016054 hasAuthorship W2982016054A5038976846 @default.
- W2982016054 hasConcept C106131492 @default.
- W2982016054 hasConcept C11413529 @default.
- W2982016054 hasConcept C140779682 @default.
- W2982016054 hasConcept C31972630 @default.
- W2982016054 hasConcept C41008148 @default.
- W2982016054 hasConceptScore W2982016054C106131492 @default.
- W2982016054 hasConceptScore W2982016054C11413529 @default.
- W2982016054 hasConceptScore W2982016054C140779682 @default.
- W2982016054 hasConceptScore W2982016054C31972630 @default.
- W2982016054 hasConceptScore W2982016054C41008148 @default.
- W2982016054 hasLocation W29820160541 @default.
- W2982016054 hasLocation W29820160542 @default.
- W2982016054 hasOpenAccess W2982016054 @default.
- W2982016054 hasPrimaryLocation W29820160541 @default.
- W2982016054 hasRelatedWork W2051487156 @default.
- W2982016054 hasRelatedWork W2073681303 @default.
- W2982016054 hasRelatedWork W2317200988 @default.
- W2982016054 hasRelatedWork W2358668433 @default.
- W2982016054 hasRelatedWork W2364664711 @default.
- W2982016054 hasRelatedWork W2375537470 @default.
- W2982016054 hasRelatedWork W2386767533 @default.
- W2982016054 hasRelatedWork W2390279801 @default.
- W2982016054 hasRelatedWork W2748952813 @default.
- W2982016054 hasRelatedWork W2899084033 @default.
- W2982016054 isParatext "false" @default.
- W2982016054 isRetracted "false" @default.
- W2982016054 magId "2982016054" @default.
- W2982016054 workType "book-chapter" @default.