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The Annals of Statistics, ISSN 0090-5364, 12/2009, Volume 37, Issue 6B, pp. 4254 - 4278
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 02/2015, Volume 61, Issue 2, pp. 1045 - 1062
Journal Article
Pattern Recognition, ISSN 0031-3203, 2010, Volume 43, Issue 1, pp. 5 - 13
Searching for an optimal feature subset from a high dimensional feature space is known to be an NP-complete problem. We present a hybrid algorithm, SAGA, for... 
Dimensionality reduction | Feature subset selection | Curse of dimensionality | High dimensionality | SUPPORT VECTOR MACHINES | CANCER CLASSIFICATION | SEARCH | RELEVANCE | ANT COLONY OPTIMIZATION | ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Neural networks | Mathematical optimization | Algorithms
Journal Article
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, ISSN 0888-5885, 06/2019, Volume 58, Issue 22, pp. 9564 - 9575
A generic process visualization method is introduced, which visualizes real-time process information and correlations among variables on a 2D map using... 
DIMENSIONALITY | ENGINEERING, CHEMICAL
Journal Article
The Annals of Applied Statistics, ISSN 1932-6157, 6/2008, Volume 2, Issue 2, pp. 472 - 473
We would like to congratulate Lee, Nadler and Wasserman on their contribution to clustering and data reduction methods for high and low situations. A composite... 
Dimensionality
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 11/2008, Volume 9, pp. 2579 - 2625
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 8/2011, Volume 108, Issue 32, pp. 13023 - 13028
Journal Article
Journal of Photochemistry and Photobiology C: Photochemistry Reviews, ISSN 1389-5567, 09/2012, Volume 13, Issue 3, pp. 169 - 189
TiO photocatalysis is widely used in a variety of applications and products in the environmental and energy fields, including self-cleaning surfaces, air and... 
Printing | Wettability pattern | Structural design | Dimensionality | TiO | photocatalysis
Journal Article
Materials Science & Engineering R, ISSN 0927-796X, 10/2019, Volume 138, pp. 60 - 84
Wurtzite GaN materials underpin many aspects of optoelectronic applications due to the special tetrahedral-coordinated structure. Compared with three... 
Dimensionality | Dimensionality-dependent property | Synthesis | GaN | Low dimensional
Journal Article
Neurocomputing, ISSN 0925-2312, 04/2016, Volume 184, pp. 232 - 242
Auto-encoder—a tricky three-layered neural network, known as auto-association before, constructs the “building block” of deep learning, which has been... 
Dimensionality reduction | Visualization | Intrinsic dimensionality | Auto-encoder | Dimensionality-accuracy | CAPABILITIES | BOUNDS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | AUTOENCODER | Neural networks | Visualization (Computers) | Learning | Reduction | Construction | State of the art | Synthesis
Journal Article
04/2016, ISBN 1439806152
Book
Information Sciences, ISSN 0020-0255, 2018, Volume 509, pp. 343 - 355
Many-objective optimization problems (MaOPs), which have more than three objectives to optimize simultaneously, have attracted much attention recently in the... 
Dimensionality reduction | Fuzzy clustering | Many-objective optimization
Journal Article
Marketing Theory, ISSN 1470-5931, 12/2007, Volume 7, Issue 4, pp. 427 - 451
The purpose of this article is to present a systematic review of the extensive research that has been conducted on the conceptualization of perceived value.... 
research streams | perceived value | dimensionality | concept
Journal Article