Can unbounded distance measures mitigate the curse of dimensionality? (original) (raw)
Related papers
Measuring the dimensionality of general metric spaces
Department of Computer Science, University of Chile, Tech. Rep. TR/DCC-00-1, 2000
A Probabilistic Spell for the Curse of Dimensionality
Lecture Notes in Computer Science, 2001
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Effective dimension in some general metric spaces
Electronic Proceedings in Theoretical Computer Science, 2014
SIGSPATIAL Special, 2010
Distance-Weighted Discrimination
Journal of the American Statistical Association, 2007
Distance Measures for Portfolio Selection
Multiple Criteria Decision Making, 2017
Metric and non-metric proximity transformations at linear costs
Neurocomputing, 2015
Detecting internal inconsistencies in distance data
Systematic Biology, 1985
Distances between Processes: A Pure Algebraic Approach
Lecture Notes in Computer Science, 2013
On approximating Euclidean metrics by digital distances in 2D and 3D
Pattern Recognition Letters, 2000
MULTIPLE DIMENSIONS THE CURSE OF THE PLANCK LENGTH AND THE DIGITAL INFORMATION CATASTROPHE
A generalization of the concept of distance based on the simplex inequality
Beiträge zur Algebra und Geometrie / Contributions to Algebra and Geometry, 2018
Metrics for vague spatial objects based on the concept of mass
2007 IEEE International Fuzzy Systems Conference, 2007
On data depth in infinite dimensional spaces
Annals of the Institute of Statistical Mathematics, 2013
A New Minkowski Distance Based on Induced Aggregation Operators
International Journal of Computational Intelligence Systems, 2011
Oikos, 2006
2007
Local homogeneity and dimensions of measures
ANNALI SCUOLA NORMALE SUPERIORE - CLASSE DI SCIENZE, 2016
Journal of Mathematical Psychology, 1981
On the Least Cost for Proximity Searching in Metric Spaces
Lecture Notes in Computer Science, 2006
Dimensional regularization and anomalies
Il Nuovo Cimento A, 1976
Robust space transformations for distance-based operations
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '01, 2001
Measures and all that --- A Tutorial
2014
Generalized distances in digital geometry
Information Sciences, 1987
Human-computer Interaction, 2000
Linear Algebra and its Applications, 2001
An empirical evaluation of intrinsic dimension estimators
Information Systems, 2016
Nonstandard n-distances based on certain geometric constructions
Beiträge Zur Algebra Und Geometrie / Contributions To Algebra And Geometry, 2022
Distance matrices, random metrics and Urysohn space
2002
A local approach to dimensional reduction
Journal of Geometry and Physics, 2003
Proximity Searching in High Dimensional Spaces with a Proximity Preserving Order
Lecture Notes in Computer Science, 2005
Overcoming the curse of dimensionality
European Workshop on Content-based Multimedia Indexing (CBMI’99), 1999
Multidimensional Difficulty as a Direction and a Distance
1984
SID: Calculating the intrinsic dimension of data streams
2006