Matches in SemOpenAlex for { <https://semopenalex.org/work/W3092024150> ?p ?o ?g. }
- W3092024150 endingPage "101656" @default.
- W3092024150 startingPage "101656" @default.
- W3092024150 abstract "Machine learning has been heavily researched and widely used in many disciplines. However, achieving high accuracy requires a large amount of data that is sometimes difficult, expensive, or impractical to obtain. Integrating human knowledge into machine learning can significantly reduce data requirement, increase reliability and robustness of machine learning, and build explainable machine learning systems. This allows leveraging the vast amount of human knowledge and capability of machine learning to achieve functions and performance not available before and will facilitate the interaction between human beings and machine learning systems, making machine learning decisions understandable to humans. This paper gives an overview of the knowledge and its representations that can be integrated into machine learning and the methodology. We cover the fundamentals, current status, and recent progress of the methods, with a focus on popular and new topics. The perspectives on future directions are also discussed." @default.
- W3092024150 created "2020-10-15" @default.
- W3092024150 creator A5036247914 @default.
- W3092024150 creator A5044652330 @default.
- W3092024150 creator A5063752952 @default.
- W3092024150 creator A5066881061 @default.
- W3092024150 creator A5088136875 @default.
- W3092024150 date "2020-11-01" @default.
- W3092024150 modified "2023-10-16" @default.
- W3092024150 title "Integrating Machine Learning with Human Knowledge" @default.
- W3092024150 cites W1966493433 @default.
- W3092024150 cites W1970434565 @default.
- W3092024150 cites W1976137296 @default.
- W3092024150 cites W1981326836 @default.
- W3092024150 cites W1981740417 @default.
- W3092024150 cites W1985940938 @default.
- W3092024150 cites W1986014385 @default.
- W3092024150 cites W1986998777 @default.
- W3092024150 cites W1995341919 @default.
- W3092024150 cites W2001619934 @default.
- W3092024150 cites W2005926822 @default.
- W3092024150 cites W2008989859 @default.
- W3092024150 cites W2016405781 @default.
- W3092024150 cites W2018116321 @default.
- W3092024150 cites W2019947514 @default.
- W3092024150 cites W2025394193 @default.
- W3092024150 cites W2030818161 @default.
- W3092024150 cites W2037090034 @default.
- W3092024150 cites W2045649112 @default.
- W3092024150 cites W2048452128 @default.
- W3092024150 cites W2050630772 @default.
- W3092024150 cites W2063993968 @default.
- W3092024150 cites W2064675550 @default.
- W3092024150 cites W2070181735 @default.
- W3092024150 cites W2074056782 @default.
- W3092024150 cites W2089468765 @default.
- W3092024150 cites W2097308346 @default.
- W3092024150 cites W2099034483 @default.
- W3092024150 cites W2106667095 @default.
- W3092024150 cites W2110418811 @default.
- W3092024150 cites W2113921460 @default.
- W3092024150 cites W2117671523 @default.
- W3092024150 cites W2121917196 @default.
- W3092024150 cites W2130360162 @default.
- W3092024150 cites W2138913040 @default.
- W3092024150 cites W2147347517 @default.
- W3092024150 cites W2148143831 @default.
- W3092024150 cites W2149405308 @default.
- W3092024150 cites W2155461949 @default.
- W3092024150 cites W2161064560 @default.
- W3092024150 cites W2163922914 @default.
- W3092024150 cites W2165698076 @default.
- W3092024150 cites W2167101736 @default.
- W3092024150 cites W2169038408 @default.
- W3092024150 cites W2169782562 @default.
- W3092024150 cites W2172081788 @default.
- W3092024150 cites W2178108034 @default.
- W3092024150 cites W2189911347 @default.
- W3092024150 cites W2216309107 @default.
- W3092024150 cites W2230049528 @default.
- W3092024150 cites W2257979135 @default.
- W3092024150 cites W2300445845 @default.
- W3092024150 cites W2300469216 @default.
- W3092024150 cites W2343514605 @default.
- W3092024150 cites W2345737627 @default.
- W3092024150 cites W2512481274 @default.
- W3092024150 cites W2513486311 @default.
- W3092024150 cites W2517066960 @default.
- W3092024150 cites W2558580397 @default.
- W3092024150 cites W2560476520 @default.
- W3092024150 cites W2570893893 @default.
- W3092024150 cites W2573864470 @default.
- W3092024150 cites W2579348194 @default.
- W3092024150 cites W2580835947 @default.
- W3092024150 cites W2585658440 @default.
- W3092024150 cites W2587265250 @default.
- W3092024150 cites W2592262780 @default.
- W3092024150 cites W2621103247 @default.
- W3092024150 cites W2625343706 @default.
- W3092024150 cites W2698953747 @default.
- W3092024150 cites W2747592475 @default.
- W3092024150 cites W2757455114 @default.
- W3092024150 cites W2758375579 @default.
- W3092024150 cites W2766447205 @default.
- W3092024150 cites W2778292275 @default.
- W3092024150 cites W2783525259 @default.
- W3092024150 cites W2801492038 @default.
- W3092024150 cites W2804047564 @default.
- W3092024150 cites W2804564480 @default.
- W3092024150 cites W2809100814 @default.
- W3092024150 cites W2809505228 @default.
- W3092024150 cites W2809933567 @default.
- W3092024150 cites W2892051885 @default.
- W3092024150 cites W2904105652 @default.
- W3092024150 cites W2919115771 @default.
- W3092024150 cites W2930003055 @default.
- W3092024150 cites W2950705418 @default.
- W3092024150 cites W2954996726 @default.