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- W2177959459 abstract "Summary The use of Artificial Intelligence (AI) has increased since the middle of the 20th century as seen in its application in a wide range of engineering and science problems. The last two decades, for example, has seen a dramatic increase in the development and application of various types of AI approaches for stream-flow forecasting. Generally speaking, AI has exhibited significant progress in forecasting and modeling non-linear hydrological applications and in capturing the noise complexity in the dataset. This paper explores the state-of-the-art application of AI in stream-flow forecasting, focusing on defining the data-driven of AI, the advantages of complementary models, as well as the literature and their possible future application in modeling and forecasting stream-flow. The review also identifies the major challenges and opportunities for prospective research, including, a new scheme for modeling the inflow, a novel method for preprocessing time series frequency based on Fast Orthogonal Search (FOS) techniques, and Swarm Intelligence (SI) as an optimization approach." @default.
- W2177959459 created "2016-06-24" @default.
- W2177959459 creator A5003542456 @default.
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- W2177959459 creator A5048993786 @default.
- W2177959459 creator A5064242793 @default.
- W2177959459 creator A5083541709 @default.
- W2177959459 date "2015-11-01" @default.
- W2177959459 modified "2023-10-17" @default.
- W2177959459 title "Artificial intelligence based models for stream-flow forecasting: 2000–2015" @default.
- W2177959459 cites W110181068 @default.
- W2177959459 cites W1509600564 @default.
- W2177959459 cites W1529146523 @default.
- W2177959459 cites W1530103305 @default.
- W2177959459 cites W1578650557 @default.
- W2177959459 cites W1580822624 @default.
- W2177959459 cites W1589475696 @default.
- W2177959459 cites W1618302634 @default.
- W2177959459 cites W1718314175 @default.
- W2177959459 cites W1938057060 @default.
- W2177959459 cites W1965737908 @default.
- W2177959459 cites W1966673127 @default.
- W2177959459 cites W1969086321 @default.
- W2177959459 cites W1969226140 @default.
- W2177959459 cites W1969807065 @default.
- W2177959459 cites W1969848370 @default.
- W2177959459 cites W1969861235 @default.
- W2177959459 cites W1970141875 @default.
- W2177959459 cites W1971632908 @default.
- W2177959459 cites W1972805072 @default.
- W2177959459 cites W1975827138 @default.
- W2177959459 cites W1975839640 @default.
- W2177959459 cites W1977356164 @default.
- W2177959459 cites W1980597395 @default.
- W2177959459 cites W1981470161 @default.
- W2177959459 cites W1981569342 @default.
- W2177959459 cites W1983211566 @default.
- W2177959459 cites W1983283974 @default.
- W2177959459 cites W1984307526 @default.
- W2177959459 cites W1984457886 @default.
- W2177959459 cites W1986140246 @default.
- W2177959459 cites W1986143844 @default.
- W2177959459 cites W1986421176 @default.
- W2177959459 cites W1987213677 @default.
- W2177959459 cites W1987345571 @default.
- W2177959459 cites W1992169317 @default.
- W2177959459 cites W1993752546 @default.
- W2177959459 cites W1995732412 @default.
- W2177959459 cites W1996021349 @default.
- W2177959459 cites W1996750440 @default.
- W2177959459 cites W1998300065 @default.
- W2177959459 cites W1998442441 @default.
- W2177959459 cites W2000436031 @default.
- W2177959459 cites W2002328979 @default.
- W2177959459 cites W2003623399 @default.
- W2177959459 cites W2004041476 @default.
- W2177959459 cites W2004796972 @default.
- W2177959459 cites W2005161317 @default.
- W2177959459 cites W2005403210 @default.
- W2177959459 cites W2006319439 @default.
- W2177959459 cites W2006599158 @default.
- W2177959459 cites W2009636568 @default.
- W2177959459 cites W2012340228 @default.
- W2177959459 cites W2017999054 @default.
- W2177959459 cites W2023984489 @default.
- W2177959459 cites W2025110407 @default.
- W2177959459 cites W2028003655 @default.
- W2177959459 cites W2028729661 @default.
- W2177959459 cites W2029888179 @default.
- W2177959459 cites W2030336455 @default.
- W2177959459 cites W2032572871 @default.
- W2177959459 cites W2033595993 @default.
- W2177959459 cites W2034139177 @default.
- W2177959459 cites W2034159055 @default.
- W2177959459 cites W2035134507 @default.
- W2177959459 cites W2037460094 @default.
- W2177959459 cites W2037702125 @default.
- W2177959459 cites W2037931255 @default.
- W2177959459 cites W2041469766 @default.
- W2177959459 cites W2045736924 @default.
- W2177959459 cites W2046275986 @default.
- W2177959459 cites W2047028263 @default.
- W2177959459 cites W2047414360 @default.
- W2177959459 cites W2049413683 @default.
- W2177959459 cites W2050259974 @default.
- W2177959459 cites W2050572634 @default.
- W2177959459 cites W2050774577 @default.
- W2177959459 cites W2051005757 @default.
- W2177959459 cites W2052075521 @default.
- W2177959459 cites W2052851219 @default.
- W2177959459 cites W2052872829 @default.
- W2177959459 cites W2053848599 @default.
- W2177959459 cites W2057433062 @default.
- W2177959459 cites W2058221106 @default.
- W2177959459 cites W2058423978 @default.
- W2177959459 cites W2061414975 @default.
- W2177959459 cites W2061671048 @default.
- W2177959459 cites W2062087947 @default.