Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:50:20.103359Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 2 inbound Pith citation observations for arXiv:2601.05151.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T11:50:20.103359Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T13:18:34.306896Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T00:04:06.980292Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 34b75565-b2dc-48b7-af7c-7434cc55fd31 · outbound
ROOFS: RObust biOmarker Feature Selection An introduction to variable and feature selection.Journal of Machine Learning Research, 3(Mar):1157–1182, 2003
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f538734-1d65-44da-a3ae-f1921c47cac4 · outbound
ROOFS: RObust biOmarker Feature Selection Trevino, Jiliang Tang, and Huan Liu
Reference 2
Source-reported events for the cited work
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Observation 8522ff85-de53-4de2-ac1f-cc65e0f75d77 · outbound
ROOFS: RObust biOmarker Feature Selection Stability of feature selection algorithms
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2f3c3223-3a40-4b0d-9fda-5d5b718793d7 · outbound
ROOFS: RObust biOmarker Feature Selection The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures.PLOS ONE, 6(12):e28210, 2011
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c6d14b9e-ee96-4095-bb75-ef7cd806d39b · outbound
ROOFS: RObust biOmarker Feature Selection Variable selection – a review and recommendations for the practicing statistician.Biometrical Journal, 60(3):431–449, 2018
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 53c3e933-f50e-4f87-bc7d-51f2357748ce · outbound
ROOFS: RObust biOmarker Feature Selection Benchmark for filter methods for feature selection in high-dimensional classification data.Computational Statistics & Data Analysis, 143:106839, 2020
Reference 6
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Observation 89ed7d42-6ebd-4811-bf0f-4d514e400833 · outbound
ROOFS: RObust biOmarker Feature Selection Benchmarking feature projection methods in radiomics.Scientific Reports, 15(1):32368, sept
Reference 7
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Observation a2c9b27d-5b58-4d4c-8d24-ffc2d353911d · outbound
ROOFS: RObust biOmarker Feature Selection Effect of subset size on the stability of feature selection for gene expression data
Reference 8
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Observation 65f3328e-5e5e-4617-bc24-efd87e1b7ea3 · outbound
ROOFS: RObust biOmarker Feature Selection Evaluation of clinical prediction models (part 1): from development to external validation.BMJ, 384, 2024
Reference 9
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Observation c99cb188-8a21-49bb-8318-a0a71ff48c76 · outbound
ROOFS: RObust biOmarker Feature Selection Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark
Reference 10
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Observation 4b113157-3191-4bd6-a14a-e080bfba053c · outbound
ROOFS: RObust biOmarker Feature Selection Rintala, and Vittorio Fortino
Reference 11
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Observation 2a1b0209-fedb-451b-b68f-21c4321dd895 · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 12
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Observation 5bced565-52f8-4b17-b5ef-c40c91058d07 · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ac5f7031-a9df-440f-882e-1f6b94807b2e · outbound
ROOFS: RObust biOmarker Feature Selection Benchmark study of feature selection strategies for multi-omics data.BMC Bioinformatics, 23(1):412, October 2022
Reference 14
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Unavailable: canonical work link unavailable.
Observation 4ce0769f-78f5-4ef3-85e6-a4acc8c53870 · outbound
ROOFS: RObust biOmarker Feature Selection Benchmark of filter methods for feature selection in high-dimensional gene expression survival data.Briefings in Bioinformatics, 23(1):bbab354, January 2022
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0dd0759d-06c2-47dc-9140-5906629edf20 · outbound
ROOFS: RObust biOmarker Feature Selection Comparison of five supervised feature selection algorithms leading to top features and gene signatures from multi-omics data in cancer.BMC Bioinformatics, 23 (3):153, April 2022
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 06700905-55a2-4b03-8c28-802f623bb6a9 · outbound
ROOFS: RObust biOmarker Feature Selection Ensemble feature selection in medical datasets: Combining filter, wrapper, and embedded feature selection results.Expert Systems, 37(5):e12553, October 2020
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 48e426e4-f734-48f6-9bd6-96ed5a81a385 · outbound
ROOFS: RObust biOmarker Feature Selection An integrative multimodal machine learning signature of primary resistance to immunotherapy in advanced non-small cell lung cancer: biomarker analysis from the pioneer study
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bcf9173-246f-4d79-b092-79fff8bf5a6c · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 19
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Observation aa312658-dd7a-45d4-a63d-979312216c83 · outbound
ROOFS: RObust biOmarker Feature Selection Springer Publishing Company, Incorporated, 2017
Reference 20
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Observation 0388a435-3bbf-4fc3-803c-666112c3ae44 · outbound
ROOFS: RObust biOmarker Feature Selection Pedregosa, G
Reference 21
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Observation b207a11e-154f-42df-a79e-8fa726267d2c · outbound
ROOFS: RObust biOmarker Feature Selection Gaudillière, Francois-Xavier Ladant, Franck Verdonk, Ina A
Reference 22
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Unavailable: canonical work link unavailable.
Observation 11902670-78e3-403f-a48b-a46eda8b40cb · outbound
ROOFS: RObust biOmarker Feature Selection Regression shrinkage and selection via the lasso.Journal of the Royal Statistical Society
Reference 23
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Unavailable: canonical work link unavailable.
Observation 563a90c2-67bd-43e5-ab5a-a1cdd71192d1 · outbound
ROOFS: RObust biOmarker Feature Selection The adaptive lasso and its oracle properties.Journal of the American Statistical Association, 101(476): 1418–1429, December 2006
Reference 24
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Observation ad6b7c8c-9cd6-4cf2-a4e8-f1883e564508 · outbound
ROOFS: RObust biOmarker Feature Selection Exclusive lasso for multi-task feature selection
Reference 25
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Unavailable: canonical work link unavailable.
Observation 1546108c-7f4b-42a0-a184-93822dd52aea · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 26
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Unavailable: canonical work link unavailable.
Observation 6f2b883a-b013-40d4-9ab8-d1bd24f74212 · outbound
ROOFS: RObust biOmarker Feature Selection Stability selection.Journal of the Royal Statistical Society: Series B (Statistical Methodology), 72(4):417–473, 2010
Reference 27
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Observation 03e48076-143a-4f8c-b1c6-d74e0ecf38b3 · outbound
ROOFS: RObust biOmarker Feature Selection Rent—repeated elastic net technique for feature selection.IEEE Access, 9:152333–152346, 2021
Reference 28
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Unavailable: canonical work link unavailable.
Observation eb5509bc-e327-49f5-98e0-ac2a287cd3d2 · outbound
ROOFS: RObust biOmarker Feature Selection Ultra high-dimensional nonlinear feature selection for big biological data.IEEE Transactions on Knowledge and Data Engineering, 30(7):1352–1365, July 2018
Reference 29
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Unavailable: canonical work link unavailable.
Observation 88fe62fb-22d1-4beb-b64a-37a387e6c97c · outbound
ROOFS: RObust biOmarker Feature Selection Conditional infomax learning: An integrated framework for feature extraction and fusion
Reference 30
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Unavailable: canonical work link unavailable.
Observation 06df500f-f349-40d6-a831-d57298932971 · outbound
ROOFS: RObust biOmarker Feature Selection Fast binary feature selection with conditional mutual information.J
Reference 31
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Observation b5f2a293-5036-4bfe-b791-0ace43ef60c6 · outbound
ROOFS: RObust biOmarker Feature Selection Meyer and Gianluca Bontempi
Reference 32
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Unavailable: canonical work link unavailable.
Observation 408993eb-13f1-4ace-b977-dcc2ed12203f · outbound
ROOFS: RObust biOmarker Feature Selection Data visualization and feature selection: New algorithms for nongaussian data
Reference 33
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Unavailable: canonical work link unavailable.
Observation a7342b10-b903-47e2-b130-b6b0b21eac55 · outbound
ROOFS: RObust biOmarker Feature Selection Theoretical and empirical analysis of relieff and rrelieff.Machine Learning, 53(1):23–69, October 2003
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e3e14f37-2298-4992-8ef8-68e1a3761c71 · outbound
ROOFS: RObust biOmarker Feature Selection Controlling the false discovery rate: A practical and powerful approach to multiple testing.Journal of the Royal Statistical Society
Reference 35
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Unavailable: canonical work link unavailable.
Observation 88096446-5ac7-47bb-95da-2b5681c4cc51 · outbound
ROOFS: RObust biOmarker Feature Selection Shapicant: feature selection package based on shap and target permutation
Reference 36
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Unavailable: canonical work link unavailable.
Observation 74f88985-920e-402d-905a-e8757ff3907c · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 37
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Observation b1b965e0-30ab-47c9-86b5-0204613004b1 · outbound
ROOFS: RObust biOmarker Feature Selection Estimating the error rate of a prediction rule: Improvement on cross-validation.Journal of the American Statistical Association, 78(382):316–331, 1983
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ba847ab1-140b-4142-8239-88c432e6ae7d · outbound
ROOFS: RObust biOmarker Feature Selection Improvements on cross-validation: The .632+ bootstrap method.Journal of the American Statistical Association, 92(438):548–560, 1997
Reference 39
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Unavailable: canonical work link unavailable.
Observation d77e982c-b25b-49e5-a2e1-42e5e82ae409 · outbound
ROOFS: RObust biOmarker Feature Selection Chernick and Robert A
Reference 40
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Observation 7d147bad-34a2-41d2-afaf-7d02e8acccf9 · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1ef63d6b-9326-4cb3-8a65-4561ef9c71ba · outbound
ROOFS: RObust biOmarker Feature Selection On the stability of feature selection algorithms.Journal of Machine Learning Research, 18(174):1–54, 2018
Reference 42
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Unavailable: canonical work link unavailable.
Observation f7e90dc2-1251-4102-b95f-88d413f9c722 · outbound
ROOFS: RObust biOmarker Feature Selection On model selection consistency of lasso.Journal of Machine Learning Research, 7(90): 2541–2563, 2006
Reference 43
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Unavailable: canonical work link unavailable.
Observation 896bf263-98f7-4eeb-bf1a-f7ddf3c1caf1 · outbound
ROOFS: RObust biOmarker Feature Selection Beware of counter-intuitive levels of false discoveries in datasets with strong intra-correlations.Genome Biology, 26(1):249, August 2025
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0de2ac7f-2888-4710-8c02-f3c3af8493cb · outbound
ROOFS: RObust biOmarker Feature Selection Riley and Gary S
Reference 45
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Unavailable: canonical work link unavailable.
Observation bab13529-df15-4e56-bfa8-cfc10052c2e6 · outbound
ROOFS: RObust biOmarker Feature Selection IntechOpen, February 2010
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cb7a150e-694e-49a4-92ae-8d0f3ed449e2 · outbound
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5e7955d1-d4b5-40ef-9984-6bd105e14bdb · outbound
ROOFS: RObust biOmarker Feature Selection The schism study: Circulating cell-free dna size profiles as predictors of progression in advanced carcinoma treated with immune-checkpoint inhibitors
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ebba8b3-21cb-4126-ba48-d7deca586449 · outbound
ROOFS: RObust biOmarker Feature Selection Unresolved cited work
Reference 49
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Unavailable: canonical work link unavailable.
Observation bf321dea-8d82-4230-90ba-9637f17ac19e · outbound
ROOFS: RObust biOmarker Feature Selection Schism: Mechanistic modeling of cfdna fragmen- tome dynamics predicts progression to immunotherapy, December 2025
Reference 50
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Unavailable: canonical work link unavailable.
Observation 1ca7690c-41c1-4b77-848b-6f802233f5cc · outbound
ROOFS: RObust biOmarker Feature Selection Block hsic lasso: model-free biomarker detection for ultra-high dimensional data.Bioinformatics (Oxford, England), 35(14): i427–i435, july 2019
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cc94dfb1-2f06-452f-a435-bea3c3dc0b89 · outbound
ROOFS: RObust biOmarker Feature Selection https://scikit-learn.org/stable/ auto_examples/inspection/plot_permutation_importance_multicollinear.html
Reference 52
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Observation cb67b710-8350-4fe3-a5d1-ed2f6506339b · outbound
ROOFS: RObust biOmarker Feature Selection Gene selection for cancer classification using support vector machines.Machine Learning, 46:389–422, January 2002
Reference 53
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Unavailable: canonical work link unavailable.
Observation 4d77771e-86d4-452e-b06f-eece7241a873 · outbound
ROOFS: RObust biOmarker Feature Selection Joint analysis of two microarray gene-expression data sets to select lung adenocarcinoma marker genes.BMC Bioinformatics, 5(1):81, june 2004
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f677710-f35f-4333-8fb8-6d4169df4b84 · outbound
ROOFS: RObust biOmarker Feature Selection An iterative model-free feature screening procedure: Forward recursive selection
Reference 55
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Unavailable: canonical work link unavailable.
Observation 2ab97bff-2c56-4db4-89d4-bc3ba741d981 · outbound
ROOFS: RObust biOmarker Feature Selection URL https://www.sciencedirect.com/science/ article/pii/S2001037024000692
Reference 370
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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 707eedf0-242f-4c1d-bb66-a7a8388c8738 · outbound
ROOFS: RObust biOmarker Feature Selection doi: 10.1002/(SICI)1097-0258(19960229)15:4%3C361::AID-SIM168%3E3.0.CO;2-4
Reference 1996
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Observation f54dba18-a2b3-45a1-bd10-5abc698a71e7 · outbound
ROOFS: RObust biOmarker Feature Selection doi: 10.1136/jitc-2022-005920
Reference 2023
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Observation 2811a086-d2bb-4080-9f1c-5cec460293e0 · outbound
ROOFS: RObust biOmarker Feature Selection doi: 10.1038/s41598-025-16070-w
Reference 2025
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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cd4f3159-c7bd-49d8-b94a-065f8f60b67a · inbound
Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy ROOFS: RObust biOmarker Feature Selection
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 027a7ff5-2a53-40e8-a9e1-42791a3dfaeb · inbound
Multimodality Stacking with Blockwise missing values and application to the PIONeeR biomarkers study for prediction of resistance to immunotherapy ROOFS: RObust biOmarker Feature Selection
Reference 2026
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Unavailable: canonical work link unavailable.