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A Simple Algorithm for Nearest Neighbor Search in High Dimensions
- IEEE Transactions on Pattern Analysis and Machine Intelligence
, 1997
"... Abstract—The problem of finding the closest point in high-dimensional spaces is common in pattern recognition. Unfortunately, the complexity of most existing search algorithms, such as k-d tree and R-tree, grows exponentially with dimension, making them impractical for dimensionality above 15. In ne ..."
Abstract
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Cited by 153 (1 self)
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. Object recognition is demonstrated as an example application. The simplicity of the algorithm makes it possible to construct an inexpensive hardware search engine which can be 100 times faster than its software equivalent. A C++ implementation of our algorithm is available upon request to search@cs.columbia.edu/CAVE/.
Caves as a Window into the Edwards Aquifer project For more information: www.esi.utexas.edu/outreach/caves
"... What exactly is karst? Karst is a landscape formed from the dissolution of soluble rocks including limestone, dolomite and gypsum. It is characterized by sinkholes, caves, and underground drainage systems (Fig. 1). Nearly all surface karst features are formed by internal drainage, subsidence, and co ..."
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What exactly is karst? Karst is a landscape formed from the dissolution of soluble rocks including limestone, dolomite and gypsum. It is characterized by sinkholes, caves, and underground drainage systems (Fig. 1). Nearly all surface karst features are formed by internal drainage, subsidence
CAVE LEVELS, MARINE TERRACES, PALEOSHORELINES, AND THE WATER TABLE IN PENINSULAR FLORIDA
"... This Article is brought to you for free and open access by TopSCHOLAR®. It has been accepted for inclusion in Geography/Geology Faculty Publications by an authorized administrator of TopSCHOLAR®. For more information, please contact todd.seguin@wku.edu. ..."
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This Article is brought to you for free and open access by TopSCHOLAR®. It has been accepted for inclusion in Geography/Geology Faculty Publications by an authorized administrator of TopSCHOLAR®. For more information, please contact todd.seguin@wku.edu.
Available online at scholarcommons.usf.edu/ijs International Journal of Speleology Off icial Journal of Union Internationale de Spéléologie
"... Traditionally, the primary purpose of cave maps (surveys) was to characterize and compare caves in terms of their dimensions, shapes and patterns. From cave survey data, maps are compiled to assist the ..."
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Traditionally, the primary purpose of cave maps (surveys) was to characterize and compare caves in terms of their dimensions, shapes and patterns. From cave survey data, maps are compiled to assist the
USING CESIUM 137 TO UNDERSTAND RECENT IN-CAVE SEDIMENTATION IN
, 2003
"... Part of the Geology Commons This Thesis is brought to you for free and open access by TopSCHOLAR®. It has been accepted for inclusion in Masters Theses & Specialist Projects by an authorized administrator of TopSCHOLAR®. For more information, please contact connie.foster@wku.edu. ..."
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Part of the Geology Commons This Thesis is brought to you for free and open access by TopSCHOLAR®. It has been accepted for inclusion in Masters Theses & Specialist Projects by an authorized administrator of TopSCHOLAR®. For more information, please contact connie.foster@wku.edu.
Available online at scholarcommons.usf.edu/ijs
"... made use of new techniques to characterize vulnerable sites using map overlap and GIS data. However, this methodology is useful when assessing large areas, even those which were not personally visited. Its negatives are the lack of qualified professionals to use these new technologies and the time s ..."
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spent preparing the maps and the possible absence of pre-existing data generating a margin of inaccuracy. The use of an index to prioritize conservation of Brazilian karst systems began with the creation of the ‘Importance Value for Cave Conservation ’ (Borges et al., 2012). This index is composed
Available online at scholarcommons.usf.edu/ijs International Journal of Speleology Off icial Journal of Union Internationale de Spéléologie
"... Tapagem Cave is one of the most famous and most visited show caves in Brazil and is known for its scenic beauty and the size of its speleothems. It is the 24th longest and the 15th deepest cave in Brazil (out of 5,875 ..."
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Tapagem Cave is one of the most famous and most visited show caves in Brazil and is known for its scenic beauty and the size of its speleothems. It is the 24th longest and the 15th deepest cave in Brazil (out of 5,875
Available online at scholarcommons.usf.edu/ijs / & www.ijs.speleo.it International Journal of Speleology
"... The cave environment influencing the lipid profile and hepatic lipogenesis of the fish Ancistrus cryptophthalmus ..."
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The cave environment influencing the lipid profile and hepatic lipogenesis of the fish Ancistrus cryptophthalmus
Available online at scholarcommons.usf.edu/ijs International Journal of Speleology Off icial Journal of Union Internationale de Spéléologie
"... Caves are the most attractive natural features of geotourism (Cigna & Forti, 2013) and speleotourism. Some caves receive up to 1,000,000 annual visitors, ..."
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Caves are the most attractive natural features of geotourism (Cigna & Forti, 2013) and speleotourism. Some caves receive up to 1,000,000 annual visitors,
Available online at scholarcommons.usf.edu/ijs
"... 2011). Under such conditions the oligotrophic nature of cave environments is expected to change through organic inputs that alter both the food web, and the abundance and distribution of cave organisms (Hoyos et al., 1998; Fernández-Cortés et al., 2006; Saiz-Jimenez et al., 2011; Saiz-Jimenez, 2012) ..."
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2011). Under such conditions the oligotrophic nature of cave environments is expected to change through organic inputs that alter both the food web, and the abundance and distribution of cave organisms (Hoyos et al., 1998; Fernández-Cortés et al., 2006; Saiz-Jimenez et al., 2011; Saiz-Jimenez, 2012
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