A survey of dimensionality reduction techniques

12 March 2014

Papers citing "A survey of dimensionality reduction techniques"

32 / 32 papers shown

Title
Creating User-steerable Projections with Interactive Semantic Mapping Artur André Oliveira Mateus Espadoto Roberto Hirata Jr. Roberto M. Cesar Jr. A. Telea 17 0 0 18 Jun 2025
The interplay of robustness and generalization in quantum machine learning Julian Berberich Tobias Fellner Christian Holm AAML 33 0 0 10 Jun 2025
Formation-Controlled Dimensionality Reduction Taeuk Jeong Yoon Mo Jung Euntack Lee 58 0 0 17 Jan 2025
ShaRP: Shape-Regularized Multidimensional Projections Alister Machado A. Telea M. Behrisch 49 2 0 01 Jun 2023
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems Liam Daly Manocchio S. Layeghy Wai Weng Lo Gayan K. Kulatilleke Mohanad Sarhan Marius Portmann 88 62 0 28 Apr 2023
Application of probabilistic modeling and automated machine learning framework for high-dimensional stress field Lele Luan Nesar Ramachandra S. Ravi Anindya Bhaduri Piyush Pandita Prasanna Balaprakash M. Anitescu Changjie Sun Liping Wang AI4CE 57 0 0 15 Mar 2023
A GA-like Dynamic Probability Method With Mutual Information for Feature Selection Gaoshuai Wang Fabrice Lauri A. Hassani 34 0 0 21 Oct 2022
A Brief Survey on Representation Learning based Graph Dimensionality Reduction Techniques A. Akella 23 0 0 13 Oct 2022
Feature-Based Time-Series Analysis in R using the theft Package Trent Henderson Ben D. Fulcher AI4TS 42 8 0 12 Aug 2022
RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration Qiangqiang Liu Yukun Ren Zhihua Zhu Dai Li Xiaojuan Ma Quan Li 42 7 0 01 Aug 2022
Local Explanation of Dimensionality Reduction Avraam Bardos Ioannis Mollas Nick Bassiliades Grigorios Tsoumakas 46 7 0 29 Apr 2022
MLPro: A System for Hosting Crowdsourced Machine Learning Challenges for Open-Ended Research Problems Peter Washington Aayush Nandkeolyar Sam Yang LRM 51 0 0 04 Apr 2022
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data M. Espadoto G. Appleby Ashley Suh Dylan Cashman Mingwei Li C. Scheidegger Erik W. Anderson Remco Chang A. Telea 45 20 0 02 Nov 2021
Quality-Diversity Meta-Evolution: customising behaviour spaces to a meta-objective David M. Bossens Danesh Tarapore 54 7 0 08 Sep 2021
Inspecting the Process of Bank Credit Rating via Visual Analytics Qiangqiang Liu Quan Li Zhihua Zhu Tangzhi Ye Xiaojuan Ma 45 4 0 06 Aug 2021
Hierarchical Subspace Learning for Dimensionality Reduction to Improve Classification Accuracy in Large Data Sets Parisa Abdolrahim Poorheravi Vincent C. Gaudet 56 0 0 25 May 2021
Multidimensional Scaling for Gene Sequence Data with Autoencoders P. Wickramasinghe Geoffrey C. Fox 14 1 0 19 Apr 2021
Neural Approximate Sufficient Statistics for Implicit Models Yanzhi Chen Dinghuai Zhang Michael U. Gutmann Aaron Courville Zhanxing Zhu 419 85 0 20 Oct 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 179 49 0 13 May 2020
Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques E. F. Vernier Rafael Garcia Iron Prando da Silva J. Comba A. Telea 38 31 0 18 Feb 2020
Measuring group-separability in geometrical space for evaluation of pattern recognition and embedding algorithms A. Acevedo S. Ciucci MJ. Kuo C. Durán C. Cannistraci 29 5 0 28 Dec 2019
Imitation in the Imitation Game R. Kashyap 18 3 0 03 Nov 2019
Fusing Vector Space Models for Domain-Specific Applications Laura Rettig Julien Audiffren Philippe Cudré-Mauroux 34 9 0 05 Sep 2019
Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review Benyamin Ghojogh Maria N. Samad Sayema Asif Mashhadi Tania Kapoor Wahab Ali Fakhri Karray Mark Crowley 75 89 0 07 May 2019
Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey Basheer Qolomany Ala I. Al-Fuqaha Ajay K. Gupta D. Benhaddou Safaa Alwajidi Junaid Qadir A. Fong AI4CE 24 2 0 01 Apr 2019
Deep Learning Multidimensional Projections M. Espadoto N. Hirata A. Telea 47 63 0 21 Feb 2019
MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities Dominika Woszczyk Gerasimos Spanakis 16 0 0 13 Oct 2018
Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey L. Ferrone Fabio Massimo Zanzotto 43 38 0 02 Feb 2017
Fitting a Simplicial Complex using a Variation of k-means P. Beben 3DPC 41 1 0 13 Jul 2016
Manifold unwrapping using density ridges Jonas Nordhaug Myhre M. Shaker Devrim Kaba Robert Jenssen Deniz Erdogmus 34 2 0 06 Apr 2016
The Perfect Marriage and Much More: Combining Dimension Reduction, Distance Measures and Covariance R. Kashyap 23 18 0 30 Mar 2016
Multilayer bootstrap networks Xiao-Lei Zhang 85 20 0 05 Aug 2014