FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897076095> ?p ?o ?g. }

• W2897076095 endingPage "23" @default.
• W2897076095 startingPage "1" @default.
• W2897076095 abstract "The increasing amount of multimedia data collections available today evinces the pressing need for methods capable of indexing and retrieving this content. Despite the continuous advances in multimedia features and representation models, to establish an effective measure for comparing different multimedia objects still remains a challenging task. While supervised and semi-supervised techniques made relevant advances on similarity learning tasks, scenarios where labeled data are non-existent require different strategies. In such situations, unsupervised learning has been established as a promising solution, capable of considering the contextual information and the dataset structure for computing new similarity/dissimilarity measures. This article extends a recent unsupervised learning algorithm that uses an iterative re-ranking strategy to take advantage of different k -Nearest Neighbors (kNN) sets and rank correlation measures. Two novel approaches are proposed for computing the kNN sets and their corresponding top- k lists. The proposed approaches were validated in conjunction with various rank correlation measures, yielding superior effectiveness results in comparison with previous works. In addition, we also evaluate the ability of the method in considering different multimedia objects, conducting an extensive experimental evaluation on various image and video datasets." @default.
• W2897076095 created "2018-10-26" @default.
• W2897076095 creator A5039558288 @default.
• W2897076095 creator A5074953586 @default.
• W2897076095 creator A5078511671 @default.
• W2897076095 creator A5089568142 @default.
• W2897076095 date "2018-10-23" @default.
• W2897076095 modified "2023-09-30" @default.
• W2897076095 title "Unsupervised Similarity Learning through Rank Correlation and kNN Sets" @default.
• W2897076095 cites W1483634300 @default.
• W2897076095 cites W1597084354 @default.
• W2897076095 cites W1935207225 @default.
• W2897076095 cites W1981385563 @default.
• W2897076095 cites W2009228073 @default.
• W2897076095 cites W2009974611 @default.
• W2897076095 cites W2021512179 @default.
• W2897076095 cites W2021581601 @default.
• W2897076095 cites W2024550919 @default.
• W2897076095 cites W2031076131 @default.
• W2897076095 cites W2035293196 @default.
• W2897076095 cites W2038752770 @default.
• W2897076095 cites W2039388884 @default.
• W2897076095 cites W2046712819 @default.
• W2897076095 cites W2050882854 @default.
• W2897076095 cites W2051730763 @default.
• W2897076095 cites W2057175746 @default.
• W2897076095 cites W2057256380 @default.
• W2897076095 cites W2067791040 @default.
• W2897076095 cites W2071864906 @default.
• W2897076095 cites W2076188996 @default.
• W2897076095 cites W2093926511 @default.
• W2897076095 cites W2106404777 @default.
• W2897076095 cites W2108765461 @default.
• W2897076095 cites W2109761506 @default.
• W2897076095 cites W2119939615 @default.
• W2897076095 cites W2123229215 @default.
• W2897076095 cites W2126491576 @default.
• W2897076095 cites W2128017662 @default.
• W2897076095 cites W2130342593 @default.
• W2897076095 cites W2134878079 @default.
• W2897076095 cites W2135364649 @default.
• W2897076095 cites W2142992480 @default.
• W2897076095 cites W2155893237 @default.
• W2897076095 cites W2163352848 @default.
• W2897076095 cites W2165414070 @default.
• W2897076095 cites W2170818070 @default.
• W2897076095 cites W2177038588 @default.
• W2897076095 cites W2242818826 @default.
• W2897076095 cites W2278128791 @default.
• W2897076095 cites W2345891614 @default.
• W2897076095 cites W2406212790 @default.
• W2897076095 cites W2914885528 @default.
• W2897076095 cites W3010922399 @default.
• W2897076095 doi "https://doi.org/10.1145/3241053" @default.
• W2897076095 hasPublicationYear "2018" @default.
• W2897076095 type Work @default.
• W2897076095 sameAs 2897076095 @default.
• W2897076095 citedByCount "5" @default.
• W2897076095 countsByYear W28970760952019 @default.
• W2897076095 countsByYear W28970760952021 @default.
• W2897076095 countsByYear W28970760952022 @default.
• W2897076095 crossrefType "journal-article" @default.
• W2897076095 hasAuthorship W2897076095A5039558288 @default.
• W2897076095 hasAuthorship W2897076095A5074953586 @default.
• W2897076095 hasAuthorship W2897076095A5078511671 @default.
• W2897076095 hasAuthorship W2897076095A5089568142 @default.
• W2897076095 hasConcept C103278499 @default.
• W2897076095 hasConcept C114614502 @default.
• W2897076095 hasConcept C115961682 @default.
• W2897076095 hasConcept C117220453 @default.
• W2897076095 hasConcept C119857082 @default.
• W2897076095 hasConcept C124101348 @default.
• W2897076095 hasConcept C153180895 @default.
• W2897076095 hasConcept C154945302 @default.
• W2897076095 hasConcept C164226766 @default.
• W2897076095 hasConcept C17744445 @default.
• W2897076095 hasConcept C189430467 @default.
• W2897076095 hasConcept C199539241 @default.
• W2897076095 hasConcept C2524010 @default.
• W2897076095 hasConcept C2776359362 @default.
• W2897076095 hasConcept C2776517306 @default.
• W2897076095 hasConcept C33923547 @default.
• W2897076095 hasConcept C41008148 @default.
• W2897076095 hasConcept C8038995 @default.
• W2897076095 hasConcept C86037889 @default.
• W2897076095 hasConcept C94625758 @default.
• W2897076095 hasConceptScore W2897076095C103278499 @default.
• W2897076095 hasConceptScore W2897076095C114614502 @default.
• W2897076095 hasConceptScore W2897076095C115961682 @default.
• W2897076095 hasConceptScore W2897076095C117220453 @default.
• W2897076095 hasConceptScore W2897076095C119857082 @default.
• W2897076095 hasConceptScore W2897076095C124101348 @default.
• W2897076095 hasConceptScore W2897076095C153180895 @default.
• W2897076095 hasConceptScore W2897076095C154945302 @default.
• W2897076095 hasConceptScore W2897076095C164226766 @default.
• W2897076095 hasConceptScore W2897076095C17744445 @default.
• W2897076095 hasConceptScore W2897076095C189430467 @default.
• W2897076095 hasConceptScore W2897076095C199539241 @default.

• next