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Material Type: Article
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Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized AutoencodersJournal of machine learning research, 2021, Vol.22, p.1 [Peer Reviewed Journal]ISSN: 1533-7928 ;ISSN: 1532-4435 ;EISSN: 1533-7928Full text available |
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2 |
Material Type: Article
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Effective and efficient approach in IoT Botnet detectionSinergi (Fakultas Teknologi Industri Univeritas Mercu Buana., 2024, Vol.28 (1), p.31-42 [Peer Reviewed Journal]ISSN: 1410-2331 ;EISSN: 2460-1217 ;DOI: 10.22441/sinergi.2024.1.004Full text available |
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3 |
Material Type: Article
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Simplifying the representation of complex free-energy landscapes using sketch-mapProceedings of the National Academy of Sciences - PNAS, 2011-08, Vol.108 (32), p.13023-13028 [Peer Reviewed Journal]copyright © 1993–2008 National Academy of Sciences of the United States of America ;Copyright National Academy of Sciences Aug 9, 2011 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1108486108 ;PMID: 21730167Full text available |
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4 |
Material Type: Article
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Classes are not Clusters: Improving Label-based Evaluation of Dimensionality ReductionIEEE transactions on visualization and computer graphics, 2024-01, p.1-11 [Peer Reviewed Journal]ISSN: 1077-2626 ;EISSN: 1941-0506 ;DOI: 10.1109/TVCG.2023.3327187 ;CODEN: ITVGEADigital Resources/Online E-Resources |
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5 |
Material Type: Article
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Demixed principal component analysis of neural population dataeLife, 2016-04, Vol.5 [Peer Reviewed Journal]2016, Kobak et al. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2016, Kobak et al 2016 Kobak et al ;ISSN: 2050-084X ;EISSN: 2050-084X ;DOI: 10.7554/elife.10989 ;PMID: 27067378Full text available |
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6 |
Material Type: Article
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A Review of Feature Selection and Its MethodsCybernetics and information technologies : CIT, 2019-03, Vol.19 (1), p.3-26 [Peer Reviewed Journal]ISSN: 1314-4081 ;EISSN: 1314-4081 ;DOI: 10.2478/cait-2019-0001Full text available |
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7 |
Material Type: Article
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GEPIA: a web server for cancer and normal gene expression profiling and interactive analysesNucleic acids research, 2017-07, Vol.45 (W1), p.W98-W102 [Peer Reviewed Journal]The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. ;The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. 2017 ;ISSN: 0305-1048 ;EISSN: 1362-4962 ;DOI: 10.1093/nar/gkx247 ;PMID: 28407145Full text available |
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8 |
Material Type: Article
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A review of unsupervised feature selection methodsThe Artificial intelligence review, 2020-02, Vol.53 (2), p.907-948 [Peer Reviewed Journal]Springer Nature B.V. 2019 ;COPYRIGHT 2020 Springer ;Artificial Intelligence Review is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-019-09682-yFull text available |
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9 |
Material Type: Article
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An evaluation of Guided Regularized Random Forest for classification and regression tasks in remote sensingInternational journal of applied earth observation and geoinformation, 2020-06, Vol.88, p.102051, Article 102051 [Peer Reviewed Journal]2020 The Authors ;ISSN: 1569-8432 ;EISSN: 1872-826X ;DOI: 10.1016/j.jag.2020.102051Full text available |
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10 |
Material Type: Article
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Generalized PCA Method and Its Application in Uncertainty ReasoningIEEE access, 2024, p.1-1 [Peer Reviewed Journal]ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2960261 ;CODEN: IAECCGFull text available |
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11 |
Material Type: Article
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gdpc : An R Package for Generalized Dynamic Principal ComponentsJournal of statistical software, 2020, Vol.92 (Code Snippet 2), p.1-23 [Peer Reviewed Journal]ISSN: 1548-7660 ;EISSN: 1548-7660 ;DOI: 10.18637/jss.v092.c02Full text available |
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12 |
Material Type: Article
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A unified framework for multi-lead ECG characterization using Laplacian Eigenmapspublic 718444;https://creativecommons.org/licenses/by/4.0 ;ISSN: 0967-3334 ;ISSN: 1361-6579 ;EISSN: 1361-6579 ;DOI: 10.1088/1361-6579/acdfb4Digital Resources/Online E-Resources |
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13 |
Material Type: Article
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Multi-Scale attributed node embeddingJournal of complex networks, 2021-04, Vol.9 (2)The Author(s) 2021. Published by Oxford University Press. 2021 ;ISSN: 2051-1310 ;EISSN: 2051-1329 ;DOI: 10.1093/comnet/cnab014Digital Resources/Online E-Resources |
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14 |
Material Type: Article
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Local and Global Structure Preservation for Robust Unsupervised Spectral Feature SelectionIEEE transactions on knowledge and data engineering, 2018-03, Vol.30 (3), p.517-529 [Peer Reviewed Journal]ISSN: 1041-4347 ;EISSN: 1558-2191 ;DOI: 10.1109/TKDE.2017.2763618 ;CODEN: ITKEEHDigital Resources/Online E-Resources |
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15 |
Material Type: Article
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Big Data Classification Efficiency Based on Linear Discriminant AnalysisIraqi Journal for Computer Science and Mathematics, 2020, Vol.1 (1) [Peer Reviewed Journal]ISSN: 2958-0544 ;EISSN: 2788-7421 ;DOI: 10.52866/ijcsm.2019.01.01.001Full text available |
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16 |
Material Type: Article
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Assessment of computational methods for the analysis of single-cell ATAC-seq dataGenome Biology, 2019-11, Vol.20 (1), p.241-241, Article 241 [Peer Reviewed Journal]The Author(s). 2019 ;ISSN: 1474-760X ;ISSN: 1474-7596 ;EISSN: 1474-760X ;DOI: 10.1186/s13059-019-1854-5 ;PMID: 31739806Full text available |
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17 |
Material Type: Article
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Identifying key features in reactive flows: A tutorial on combining dimensionality reduction, unsupervised clustering, and feature correlationChemical engineering journal (Lausanne, Switzerland : 1996), 2022-06, Vol.438 [Peer Reviewed Journal]ISSN: 1873-3212 ;ISSN: 1385-8947 ;EISSN: 1873-3212 ;DOI: 10.1016/j.cej.2022.135250Digital Resources/Online E-Resources |
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18 |
Material Type: Article
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Supervised Dimensionality Reduction of Hyperspectral Imagery Via Local and Global Sparse RepresentationIEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.3860-3874 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 1939-1404 ;EISSN: 2151-1535 ;DOI: 10.1109/JSTARS.2021.3069030 ;CODEN: IJSTHZFull text available |
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19 |
Material Type: Article
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Variational LSTM Enhanced Anomaly Detection for Industrial Big DataIEEE transactions on industrial informatics, 2021-05, Vol.17 (5), p.3469-3477ISSN: 1551-3203 ;EISSN: 1941-0050 ;DOI: 10.1109/TII.2020.3022432 ;CODEN: ITIICHDigital Resources/Online E-Resources |
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20 |
Material Type: Article
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Text Mining in Organizational ResearchOrganizational research methods, 2018-07, Vol.21 (3), p.733-765 [Peer Reviewed Journal]The Author(s) 2017 ;ISSN: 1094-4281 ;EISSN: 1552-7425 ;DOI: 10.1177/1094428117722619Digital Resources/Online E-Resources |