Works matching DE "DIMENSIONAL reduction algorithms"

Results: 479

Multiple View Motion Tracking of Gridded Surfaces using Topological Structure.

Published in:

Computer-Aided Design & Applications, 2013, v. 10, n. 2, p. 221, doi. 10.3722/cadaps.2013.221-229

By:

Kinsner, M. H.;
Kenyon, T. S.;
Capson, D. W.;
Spence, A. D.

Publication type:

Article

Assessing the Exhaustiveness in Sufficient Dimension Reduction.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70069

By:

Li, Hang;
Wei, Feng;
Yan, Kedong;
Zhang, Yaowu

Publication type:

Article

KDDC: a new framework that integrates kmers, dataset filtering, dimension reduction and classification algorithms to achieve immune cell heterogeneity classification.

Published in:

Frontiers in Immunology, 2025, p. 1, doi. 10.3389/fimmu.2025.1602907

By:

Zhang, Nan;
Zhao, Shishun;
Wu, Runze;
Luo, Xizi;
Yang, Ming;
Chang, Zecheng;
Xu, Jianting

Publication type:

Article

Unravelling the Chemical Landscape of Neolitsea pallens Essential Oil: A Comparative Study of Geographical Chemotypes Using t‐SNE and Hierarchical Clustering.

Published in:

Flavour & Fragrance Journal, 2025, v. 40, n. 4, p. 765, doi. 10.1002/ffj.3865

By:

Thakur, Nisha;
Tripathi, Y. C.;
Varshney, V. K.

Publication type:

Article

Projective-resampling minimum average variance estimation for multivariate regression.

Published in:

Communications for Statistical Applications & Methods, 2025, v. 32, n. 3, p. 365, doi. 10.29220/CSAM.2025.32.3.365

By:

Seoyoung Kim;
Jae Keun Yoo

Publication type:

Article

TCC: Time constrained classification of VPN and non-VPN traffic using machine learning algorithms.

Published in:

Wireless Networks (10220038), 2025, v. 31, n. 4, p. 3415, doi. 10.1007/s11276-025-03946-y

By:

Gudla, Raju;
Vollala, Satyanarayana;
Srinivasa, K. G.;
Amin, Ruhul

Publication type:

Article

Dimensionality Reduction of Metal–Organic Frameworks to Monolayers for Enhanced Electrocatalysis.

Published in:

Angewandte Chemie, 2025, v. 137, n. 24, p. 1, doi. 10.1002/ange.202505399

By:

Yang, Zi;
Li, An;
Li, Hao;
Lai, Guotao;
Fu, Yifan;
Zhang, Yufeng;
Wang, Kun;
Zeng, Senhai;
Xie, Lin;
Li, Mufan;
Gu, Jun;
Lan, Guangxu

Publication type:

Article

Enhancing Land Use/Land Cover Analysis with Sentinel-2 Bands: Comparative Evaluation of Classification Algorithms and Dimensionality Reduction for Improved Accuracy Assessment.

Published in:

Nature Environment & Pollution Technology, 2025, v. 24, n. 2, p. 1, doi. 10.46488/NEPT.2025.v24i02.B4264

By:

Memon, Akil V.;
Shah, Nirav V.;
Patel, Yogesh S.;
Parangi, Tarun

Publication type:

Article

Uncovering covariance patterns across energy balance traits enables the discovery of new obesity‐related genes.

Published in:

Obesity (19307381), 2025, v. 33, n. 6, p. 1184, doi. 10.1002/oby.24291

By:

Gulisija, Davorka;
Gonzalez‐Reymundez, Agustin;
Fenton, Jenifer I.;
de los Campos, Gustavo;
Bray, Molly S.;
Vazquez, Ana I.

Publication type:

Article

TSQ: An Optimized Framework for Efficiently Answering Time Series Queries.

Published in:

Data Science & Engineering, 2025, v. 10, n. 2, p. 296, doi. 10.1007/s41019-024-00273-8

By:

Pu, Feifan;
Xu, Jianqiu

Publication type:

Article

Assessing the clinical applicability of dimensionality reduction algorithms in flow cytometry for hematologic malignancies.

Published in:

Clinical Chemistry & Laboratory Medicine, 2025, v. 63, n. 7, p. 1432, doi. 10.1515/cclm-2025-0017

By:

Park, Min-Seung;
Lee, Jong Kwon;
Kim, Boram;
Ju, Hee Young;
Yoo, Keon Hee;
Jung, Chul Won;
Kim, Hee-Jin;
Kim, Hyun-Young

Publication type:

Article

Gender Estimation by Using Machine Learning Algorithms with Parameters Obtained from Direct Hand Graphs.

Published in:

European Journal of Therapeutics, 2025, v. 31, n. 2, p. 114, doi. 10.58600/eurjther2657

By:

Çiftçi, Rukiye;
Seçgin, Yusuf;
Toy, Şeyma;
Öner, Zulal;
Öne, Serkan

Publication type:

Article

Rethinking HIV treatment: How non‐integrase strand regimens may hold the key to better immune health.

Published in:

HIV Medicine, 2025, v. 26, n. 6, p. 879, doi. 10.1111/hiv.70020

By:

Aksak‐Wąs, Bogusz;
Skonieczna‐Żydecka, Karolina;
Parczewski, Miłosz;
Hrynkiewicz, Rafał;
Lewandowski, Filip;
Serwin, Karol;
Mielczak, Kaja;
Lenkiewicz, Franciszek;
Niedźwiedzka‐Rystwej, Paulina

Publication type:

Article

Linear Dimensionality Reduction: What Is Better?

Published in:

Data (2306-5729), 2025, v. 10, n. 5, p. 70, doi. 10.3390/data10050070

By:

Baliyan, Mohit;
Mirkes, Evgeny M.

Publication type:

Article

Evaluation of Unsupervised Machine Learning Algorithms with Climate Data.

Published in:

Ingeniería y Desarrollo, 2022, v. 40, n. 2, p. 131, doi. 10.14482/inde.40.02.622.553

By:

RAMÍREZ, JUAN SEBASTIÁN;
DUQUE-MÉNDEZ, NÉSTOR

Publication type:

Article

Learning biologically-interpretable latent representations for gene expression data: Pathway Activity Score Learning Algorithm.

Published in:

Machine Learning, 2023, v. 112, n. 11, p. 4257, doi. 10.1007/s10994-022-06158-z

By:

Karagiannaki, Ioulia;
Gourlia, Krystallia;
Lagani, Vincenzo;
Pantazis, Yannis;
Tsamardinos, Ioannis

Publication type:

Article

Variance reduction in feature hashing using MLE and control variate method.

Published in:

Machine Learning, 2022, v. 111, n. 7, p. 2631, doi. 10.1007/s10994-022-06166-z

By:

Verma, Bhisham Dev;
Pratap, Rameshwar;
Thakur, Manoj

Publication type:

Article

A greedy feature selection algorithm for Big Data of high dimensionality.

Published in:

Machine Learning, 2019, v. 108, n. 2, p. 149, doi. 10.1007/s10994-018-5748-7

By:

Tsamardinos, Ioannis;
Borboudakis, Giorgos;
Katsogridakis, Pavlos;
Pratikakis, Polyvios;
Christophides, Vassilis

Publication type:

Article

Wasserstein discriminant analysis.

Published in:

Machine Learning, 2018, v. 107, n. 12, p. 1923, doi. 10.1007/s10994-018-5717-1

By:

Flamary, Rémi;
Cuturi, Marco;
Courty, Nicolas;
Rakotomamonjy, Alain

Publication type:

Article

An adaptive heuristic for feature selection based on complementarity.

Published in:

Machine Learning, 2018, v. 107, n. 12, p. 2027, doi. 10.1007/s10994-018-5728-y

By:

Singha, Sumanta;
Shenoy, Prakash P.

Publication type:

Article

Consensus-based modeling using distributed feature construction with ILP.

Published in:

Machine Learning, 2018, v. 107, n. 5, p. 825, doi. 10.1007/s10994-017-5672-2

By:

Dutta, Haimonti;
Srinivasan, Ashwin

Publication type:

Article

A unified probabilistic framework for robust manifold learning and embedding.

Published in:

Machine Learning, 2017, v. 106, n. 5, p. 627, doi. 10.1007/s10994-016-5602-8

By:

Mao, Qi;
Wang, Li;
Tsang, Ivor

Publication type:

Article

Geometry-aware principal component analysis for symmetric positive definite matrices.

Published in:

Machine Learning, 2017, v. 106, n. 4, p. 493, doi. 10.1007/s10994-016-5605-5

By:

Horev, Inbal;
Yger, Florian;
Sugiyama, Masashi

Publication type:

Article

Analysis of network traffic features for anomaly detection.

Published in:

Machine Learning, 2015, v. 101, n. 1-3, p. 59, doi. 10.1007/s10994-014-5473-9

By:

Iglesias, Félix;
Zseby, Tanja

Publication type:

Article

A randomized generalized low rank approximations of matrices algorithm for high dimensionality reduction and image compression.

Published in:

Numerical Linear Algebra with Applications, 2021, v. 28, n. 1, p. 1, doi. 10.1002/nla.2338

By:

Li, Ke;
Wu, Gang

Publication type:

Article

Automated weldment grade selection.

Published in:

Automation & Remote Control, 2013, v. 74, n. 11, p. 1898, doi. 10.1134/S000511791311012X

By:

Lazarson, E. V.

Publication type:

Article

CMDR based differential evolution identifies the epistatic interaction in genome-wide association studies.

Published in:

Bioinformatics, 2017, v. 33, n. 15, p. 2354, doi. 10.1093/bioinformatics/btx163

By:

Cheng-Hong Yang;
Li-Yeh Chuang;
Yu-Da Lin

Publication type:

Article

rflowAI: automatic and interactive anomaly discerning tools for flow cytometry data.

Published in:

Bioinformatics, 2016, v. 32, n. 16, p. 2473, doi. 10.1093/bioinformatics/btw191

By:

Monaco, Gianni;
Hao Chen;
Poidinger, Michael;
Jinmiao Chen;
de Magalhães, João Pedro;
Larbi, Anis

Publication type:

Article

cNMA: a framework of encounter complex-based normal mode analysis to model conformational changes in protein interactions.

Published in:

Bioinformatics, 2015, v. 31, n. 12, p. i151, doi. 10.1093/bioinformatics/btv252

By:

Oliwa, Tomasz;
Yang Shen

Publication type:

Article

基于特征融合的往复式压缩机气阀故障诊断.

Published in:

Machine Tool & Hydraulics, 2025, v. 53, n. 1, p. 151, doi. 10.3969/j.issn.1001-3881.2025.01.021

By:

王康;
宋朝琪;
聂方;
袁宗泽;
任护国;
尧阳烽;
余永华

Publication type:

Article

Kernel PCA in nonlinear visualization of a healthy and a faulty planetary gearbox data.

Published in:

Vibroengineering Procedia, 2017, v. 13, p. 62, doi. 10.21595/vp.2017.19032

By:

Bartkowiak, Anna M.;
Zimroz, Radoslaw

Publication type:

Article

Enhancing Crop Yield Prediction Through Image-Driven Multi-Level Feature Learning and Regularized SNN-GRU.

Published in:

Traitement du Signal, 2025, v. 42, n. 2, p. 771, doi. 10.18280/ts.420215

By:

Natarajan, Senthil Kumaran Vijayalakshmi;
Ganesan, Rajkumar;
Sakthivel, Karthikeyan;
Thirugnanasambandam, Gayathri Devi

Publication type:

Article

一种张量域空间平滑解相干参数估计算法.

Published in:

Telecommunication Engineering, 2024, v. 64, n. 11, p. 1817, doi. 10.20079/j.issn.1001-893x.231007001

By:

蓝晓宇;
单靖炀;
梁明珅;
董明;
马爽

Publication type:

Article

Using Machine Learning to Evaluate Coal Geochemical Data with Respect to Dynamic Failures.

Published in:

Minerals (2075-163X), 2023, v. 13, n. 6, p. 808, doi. 10.3390/min13060808

By:

Hanson, David R.;
Lawson, Heather E.

Publication type:

Article

Phase Space Projection of Dynamical Systems.

Published in:

Computer Graphics Forum, 2020, v. 39, n. 3, p. 253, doi. 10.1111/cgf.13978

By:

Bartolovic, Nemanja;
Gross, Markus;
Günther, Tobias

Publication type:

Article

Spectral Affine-Kernel Embeddings.

Published in:

Computer Graphics Forum, 2017, v. 36, n. 5, p. 117, doi. 10.1111/cgf.13250

By:

Budninskiy, Max;
Liu, Beibei;
Tong, Yiying;
Desbrun, Mathieu

Publication type:

Article

Persistent Homology for the Evaluation of Dimensionality Reduction Schemes.

Published in:

Computer Graphics Forum, 2015, v. 34, n. 3, p. 431, doi. 10.1111/cgf.12655

By:

Rieck, B.;
Leitte, H.

Publication type:

Article

Response and predictor folding to counter symmetric dependency in dimension reduction.

Published in:

Australian & New Zealand Journal of Statistics, 2016, v. 58, n. 4, p. 515, doi. 10.1111/anzs.12170

By:

Prendergast, L.A.;
Garnham, A.L.

Publication type:

Article

Experimental Analysis of Stemming on Jurisprudential Documents Retrieval.

Published in:

Information (2078-2489), 2018, v. 9, n. 2, p. 28, doi. 10.3390/info9020028

By:

N. de Oliveira, Robert A.;
C. Junior, Methanias

Publication type:

Article

WEIGHTED UN-NORMALIZED HYPERGRAPH LAPLACIAN EIGENMAPS FOR CLASSIFICATION PROBLEMS.

Published in:

International Journal of Advances in Soft Computing & Its Applications, 2018, v. 10, n. 3, p. 190

By:

Loc Tran;
An Mai;
Tho Quan;
Linh Tran

Publication type:

Article

Applications of (SPARSE)-PCA and LAPLACIAN EIGENMAPS to Biological Network Inference Problem using Gene Expression Data.

Published in:

International Journal of Advances in Soft Computing & Its Applications, 2017, v. 9, n. 2, p. 45

By:

Loc Hoang Tran;
Linh Hoang Tran

Publication type:

Article

Performance evaluation of dimensionality reduction techniques on hyperspectral data for mineral exploration.

Published in:

Earth Science Informatics, 2023, v. 16, n. 1, p. 25, doi. 10.1007/s12145-023-00956-2

By:

C, Deepa;
Shetty, Amba;
A V, Narasimhadhan

Publication type:

Article

Dietary Patterns, Serum BDNF and Fatty Acid Profiles in Physically Active Male Young Adults: A Cluster Analysis Study.

Published in:

Nutrients, 2024, v. 16, n. 24, p. 4326, doi. 10.3390/nu16244326

By:

Johne, Monika;
Maculewicz, Ewelina;
Mastalerz, Andrzej;
Białek, Małgorzata;
Wojtak, Wiktoria;
Osuch, Bartosz;
Majewska, Małgorzata;
Czauderna, Marian;
Białek, Agnieszka

Publication type:

Article

A visual approach for analysis and inference of molecular activity spaces.

Published in:

Journal of Cheminformatics, 2019, v. 11, n. 1, p. N.PAG, doi. 10.1186/s13321-019-0386-z

By:

Kausar, Samina;
Falcao, Andre O.

Publication type:

Article

DIMENSIONALITY OF BIG DATA SETS EXPLORED BY CLUJ DESCRIPTORS.

Published in:

Studia Universitatis Babes-Bolyai, Chemia, 2017, v. 62, n. 3, p. 197, doi. 10.24193/subbchem.2017.3.16

By:

LUNGU, CLAUDIU;
ERSALI, SARA;
SZEFLER, BEATA;
PÎRVAN-MOLDOVAN, ATENA;
BASAK, SUBHASH;
DIUDEA, MIRCEA V.

Publication type:

Article

Thermodynamical dimensional reduction in a UV & IR-deformed Snyder space.

Published in:

International Journal of Modern Physics D: Gravitation, Astrophysics & Cosmology, 2017, v. 26, n. 11, p. -1, doi. 10.1142/S0218271817501267

By:

Nozari, Kourosh;
Ramezani, Hamed

Publication type:

Article

Spontaneous dimensional reduction in quantum gravity.

Published in:

International Journal of Modern Physics D: Gravitation, Astrophysics & Cosmology, 2016, v. 25, n. 12, p. 1, doi. 10.1142/S0218271816430033

By:

Carlip, S.

Publication type:

Article

What prevents gravitational collapse in string theory?

Published in:

International Journal of Modern Physics D: Gravitation, Astrophysics & Cosmology, 2016, v. 25, n. 12, p. 1, doi. 10.1142/S0218271816440181

By:

Mathur, Samir D.

Publication type:

Article

Dimensional reduction in numerical relativity: Modified Cartoon formalism and regularization.

Published in:

International Journal of Modern Physics D: Gravitation, Astrophysics & Cosmology, 2016, v. 25, n. 9, p. -1, doi. 10.1142/S0218271816410133

By:

Cook, William G.;
Figueras, Pau;
Kunesch, Markus;
Sperhake, Ulrich;
Tunyasuvunakool, Saran

Publication type:

Article

Dimensional reduction in 6D standing waves braneworld.

Published in:

International Journal of Modern Physics D: Gravitation, Astrophysics & Cosmology, 2015, v. 24, n. 1, p. -1, doi. 10.1142/S0218271815500091

By:

Sakhelashvili, Otari

Publication type:

Article