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Nathan S. Netanyahu

Papers on DiSC'04


Efficient Multidimensional Quantitative Hypotheses Generation

Analyzing High-Dimensional Data by Subspace Validity

Publications


Note: Links lead to the DBLP on the Web.

Nathan S. Netanyahu

Amihood Amir , Reuven Kashi , Nathan S. Netanyahu: Efficient Multidimensional Quantitative Hypotheses Generation. ICDM 2003 : 3-10

Amihood Amir , Reuven Kashi , Nathan S. Netanyahu, Daniel A. Keim , Markus Wawryniuk : Analyzing High-Dimensional Data by Subspace Validity. ICDM 2003 : 473-476

Tapas Kanungo , David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : A local search approximation algorithm for k-means clustering. Symposium on Computational Geometry 2002 : 10-18

Tapas Kanungo , David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : An Efficient k-Means Clustering Algorithm: Analysis and Implementation. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (7): 881-892 (2002)

Amihood Amir , Reuven Kashi , Nathan S. Netanyahu: Analyzing Quantitative Databases: Image is Everything. VLDB 2001 : 89-98

David M. Mount , Nathan S. Netanyahu: Efficient randomized algorithms for robust estimation of circular arcs and aligned ellipses. Comput. Geom. 19 (1): 1-33 (2001)

Nathan S. Netanyahu, Isaac Weiss : Analytic line fitting in the presence of uniform random noise. Pattern Recognition 34 (3): 703-710 (2001)

Tapas Kanungo , David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : The analysis of a simple k -means clustering algorithm. Symposium on Computational Geometry 2000 : 100-109

David M. Mount , Nathan S. Netanyahu, Ruth Silverman , Angela Y. Wu : Chromatic nearest neighbor searching: A query sensitive approach. Comput. Geom. 17 (3-4): 97-119 (2000)

David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : Quantile Approximation for Robust Statistical Estimation and k-Enclosing Problems. Int. J. Comput. Geometry Appl. 10 (6): 593-608 (2000)

Tapas Kanungo , David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : Computing Nearest Neighbors for Moving Points and Applications to Clustering. SODA 1999 : 931-932

David M. Mount , Nathan S. Netanyahu, Jacqueline Le Moigne : Efficient algorithms for robust feature matching. Pattern Recognition 32 (1): 17-38 (1999)

David M. Mount , Nathan S. Netanyahu, Christine D. Piatko , Ruth Silverman , Angela Y. Wu : Quantile approximation for robust statistical estimation. CCCG 1998

David M. Mount , Nathan S. Netanyahu, Jacqueline Le Moigne : Improved Algorithms for Robust Point Pattern Matching and Applications to Image Registration. Symposium on Computational Geometry 1998 : 155-164

Jirí Matousek , David M. Mount , Nathan S. Netanyahu: Efficient Randomized Algorithms for the Repeated Median Line Estimator. Algorithmica 20 (2): 136-150 (1998)

Sunil Arya , David M. Mount , Nathan S. Netanyahu, Ruth Silverman , Angela Y. Wu : An Optimal Algorithm for Approximate Nearest Neighbor Searching Fixed Dimensions. J. ACM 45 (6): 891-923 (1998)

Peter Cucka , Nathan S. Netanyahu, Azriel Rosenfeld : "Robotic" estimation: the inefficiency of random-walk sampling. Pattern Recognition 31 (12): 2091-2102 (1998)

David M. Mount , Nathan S. Netanyahu, Kathleen Romanik , Ruth Silverman , Angela Y. Wu : A Practical Approximation Algorithm for the LMS Line Estimator. SODA 1997 : 473-482

Peter Cucka , Nathan S. Netanyahu: Learning in Navigation Goal Finding in Graphs. IJPRAI 10 (5): 429-446 (1996)

Nicholas M. Short Jr. , Robert F. Cromp , William J. Campbell , James C. Tilton , Jacqueline LeMoigne , Gyorgy Fekete , Nathan S. Netanyahu, Keith Wichmann , Walter B. Ligon III : Mission to Planet Earth: AI Views the World. IEEE Expert 10 (6): 24-34 (1995)

Sunil Arya , David M. Mount , Nathan S. Netanyahu, Ruth Silverman , Angela Y. Wu : An Optimal Algorithm for Approximate Nearest Neighbor Searching. SODA 1994 : 573-582

David M. Mount , Nathan S. Netanyahu: Computationally Efficient Algorithms for High-Dimensional Robust Estimators. CVGIP: Graphical Model and Image Processing 56 (4): 289-303 (1994)

David M. Mount , Nathan S. Netanyahu: Efficient Algorithms for Robust Circular Arc Estimators. CCCG 1993 : 79-84

Jirí Matousek , David M. Mount , Nathan S. Netanyahu: Efficient Randomized Algorithms for the Repeated Median Line Estimator. SODA 1993 : 74-82

Michael B. Dillencourt , David M. Mount , Nathan S. Netanyahu: A randomized algorithm for slope selection. Int. J. Comput. Geometry Appl. 2 (1): 1-27 (1992)

Behzad Kamgar-Parsi , Behrooz Kamgar-Parsi , Nathan S. Netanyahu: A Nonparametric Method for Fitting a Straight Line to a Noisy Image. IEEE Transactions on Pattern Analysis and Machine Intelligence 11 (9): 998-1001 (1989)

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