David Bremner, Erik Demaine, Jeff Erickson, John Iacono, Stefan Langerman, Pat Morin, Godfried Toussaint  Home/Search
Context
Related
| uiuc.edu/~jeffe/pubs/p...boundary.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: uiuc.edu/~jeffe/pubs/pubs (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Given a set R of red points and a set B of blue points, the nearest-neighbour decision rule classifies a new point q as red (respectively, blue) if the closest point to q in R [ B comes from R (respectively, B). This rule implicitly partitions space into a red set and a blue set that are separated by a red-blue decision boundary. In this paper we develop output-sensitive algorithms for computing this decision boundary for point sets on the line and in R . Both algorithms run in time O(n log... (Update)
Similar documents (at the sentence level):
5.0%: Output-Sensitive Algorithms for Computing.. - Bremner, Demaine, .. (Correct)
Active bibliography (related documents): More All
0.2: Space-Efficient Planar Convex Hull Algorithms - Brönnimann, Iacono.. (Correct)
0.2: In-Place Planar Convex Hull Algorithms - Brönnimann, Iacono, Katajainen.. (Correct)
0.1: Survey of Algorithms for the Convex Hull Problem - Bayer (1999) (Correct)
Similar documents based on text: More All
0.4: Generalizing Ham Sandwich Cuts to Equitable Subdivisions - Bespamyatnikh.. (1998) (Correct)
0.4: Cursive Character Recognition by Learning Vector Quantization - Camastra, Vinciarelli (2001) (Correct)
0.3: Queaps - Iacono, Langerman (2002) (Correct)
BibTeX entry: (Update)
@misc{ bremner-outputsensitive,
author = "David Bremner and Erik Demaine and Jeff Erickson and John Iacono and Stefan
Langerman and Pat Morin and Godfried Toussaint",
title = "Output-Sensitive Algorithms for Computing Nearest-Neighbour Decision Boundaries",
url = "citeseer.ist.psu.edu/593554.html" }
Citations (may not include all citations):508 Computational Geometry (context) - Preparata, Shamos - 1985
174 Time bounds for selection (context) - Blum, Floyd et al. - 1973
98 Consistent nonparametric regression (context) - Stone - 1977
77 A linear algorithm for determining the separation of convex .. (context) - Dobkin, Kirkpatrick - 1985
64 The ultimate planar convex hull algorithm (context) - Kirkpatrick, Seidel - 1986
38 IEEE Transactions on Pattern Analysis and Machine Intelligen.. (context) - Devroye, inequality et al. - 1981
31 Nearest neighbour pattern classification (context) - Cover, Hart - 1967
30 Lower bounds for algebraic computation trees (context) - Ben-Or - 1983
25 Primal dividing and dual pruning: Output-sensitive construct.. - Chan, Snoeyink et al. - 1997
22 Optimal output-sensitive convex hull algorithms in two and t.. - Chan - 1996
20 Geometric complexity (context) - Shamos - 1975
18 The application of Voronoi diagrams to non-parametric decisi.. (context) - Toussaint, Bhattacharya et al. - 1984
16 Randomized quick hull - Wenger - 1997
14 output-sensitive randomized planar convex hull algorithm (context) - Bhattacharya, Sen et al. - 1997
7 ACM Algorithm 64: Quicksort (context) - Hoare - 1961
6 Fast detection of poyhedral intersection (context) - Dobkin, Kirkpatrick - 1983
6 A characterization of nearest-neighbour rule decision surfac.. (context) - Dasarathy, White - 1978
6 Proximity graphs for instance-based learning (context) - Toussaint - 2003
Documents on the same site (http://compgeom.cs.uiuc.edu/~jeffe/pubs/pubs.html): More
Sowing Games - Erickson (1996) (Correct)
New Lower Bounds for Halfspace Emptiness - Erickson (1996) (Correct)
New Toads and Frogs Results - Erickson (1996) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC