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Efficient cross-validation traversals in feature subset selection

Scientific reports, 2022-12, Vol.12 (1), p.21485-21485, Article 21485

2022

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Capturing dynamic relevance in Boolean networks using graph theoretical measures

Bioinformatics (Oxford, England), 2021-10, Vol.37 (20), p.3530-3537

2021

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Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial

PloS one, 2024-06, Vol.19 (6), p.e0304324

2024

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A Boolean network of the crosstalk between IGF and Wnt signaling in aging satellite cells

PloS one, 2018-03, Vol.13 (3), p.e0195126-e0195126

2018

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Chained correlations for feature selection

Advances in data analysis and classification, 2020-12, Vol.14 (4), p.871-884

2020

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A Theoretical Approach to Ordinal Classification: Feature Space-Based Definition and Classifier-Independent Detection of Ordinal Class Structures

Applied sciences, 2022-02, Vol.12 (4), p.1815

2022

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3D Network exploration and visualisation for lifespan data

BMC bioinformatics, 2018-10, Vol.19 (1), p.390-390, Article 390

2018

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Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

Frontiers in artificial intelligence, 2023-02, Vol.6, p.1056422-1056422

2023

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Comparative gene-expression profiling of the large cell variant of gastrointestinal marginal-zone B-cell lymphoma

Scientific reports, 2017-07, Vol.7 (1), p.5963-8, Article 5963

2017

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Permutation-invariant linear classifiers

Machine learning, 2024-07

2024

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A systems biology approach to define mechanisms, phenotypes, and drivers in PanNETs with a personalized perspective

NPJ systems biology and applications, 2023-06, Vol.9 (1), p.22-22, Article 22

2023

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NADH Fluorescence Lifetime Imaging Microscopy Reveals Selective Mitochondrial Dysfunction in Neurons Overexpressing Alzheimer’s Disease–Related Proteins

Frontiers in molecular biosciences, 2021-06, Vol.8, p.671274-671274

2021

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Semantic Multi-Classifier Systems Identify Predictive Processes in Heart Failure Models across Species

Biomolecules (Basel, Switzerland), 2018-11, Vol.8 (4), p.158

2018

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Predicting disease progression in behavioral variant frontotemporal dementia

Alzheimer's & dementia : diagnosis, assessment & disease monitoring, 2021, Vol.13 (1), p.e12262-n/a

2021

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Genetic Factors of the Disease Course After Sepsis: Rare Deleterious Variants Are Predictive

EBioMedicine, 2016-10, Vol.12 (C), p.227-238

2016

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Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation

Bioinformatics (Oxford, England), 2022-07, Vol.38 (14), p.3676-3676

2022

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Loss of the novel Vcp (valosin containing protein) interactor Washc4 interferes with autophagy-mediated proteostasis in striated muscle and leads to myopathy in vivo

Autophagy, 2018-11, Vol.14 (11), p.1911-1927

2018

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Predicting resistance to first-line FOLFOX plus bevacizumab in metastatic colorectal cancer: Final results of the multicenter, international PERMAD trial

Journal of clinical oncology, 2021-01, Vol.39 (3_suppl), p.115-115

2021

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The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes

Neural processing letters, 2018-10, Vol.48 (2), p.863-880

2018

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BiTrinA--multiscale binarization and trinarization with quality analysis

Bioinformatics, 2016-02, Vol.32 (3), p.465-468

2016

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Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades

Structural, Syntactic, and Statistical Pattern Recognition, p.55-64

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The potential role of neuroinflammation and synaptic plasticity for neuropsychiatric symptoms

Alzheimer's & dementia, 2020-12, Vol.16, p.n/a

2020

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The potential role of neuroinflammation and synaptic plasticity for neuropsychiatric symptoms: Neuropsychology/Neuropsychological profiles of dementia: Valid biomarkers?

Alzheimer's & dementia, 2020-12, Vol.16 (S6)

2020

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Unlabeling data can improve classification accuracy

Pattern recognition letters, 2014-02, Vol.37, p.15-23

2014

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Multi-Objective Parameter Selection for Classifiers

Journal of statistical software, 2012, Vol.46 (5)

2012

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Efficient cross-validation traversals in feature subset selection

Capturing dynamic relevance in Boolean networks using graph theoretical measures

Prediction of resistance to bevacizumab plus FOLFOX in metastatic colorectal cancer—Results of the prospective multicenter PERMAD trial

A Boolean network of the crosstalk between IGF and Wnt signaling in aging satellite cells

Chained correlations for feature selection

A Theoretical Approach to Ordinal Classification: Feature Space-Based Definition and Classifier-Independent Detection of Ordinal Class Structures

3D Network exploration and visualisation for lifespan data

Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

Comparative gene-expression profiling of the large cell variant of gastrointestinal marginal-zone B-cell lymphoma

Permutation-invariant linear classifiers

A systems biology approach to define mechanisms, phenotypes, and drivers in PanNETs with a personalized perspective

NADH Fluorescence Lifetime Imaging Microscopy Reveals Selective Mitochondrial Dysfunction in Neurons Overexpressing Alzheimer’s Disease–Related Proteins

Semantic Multi-Classifier Systems Identify Predictive Processes in Heart Failure Models across Species

Predicting disease progression in behavioral variant frontotemporal dementia

Genetic Factors of the Disease Course After Sepsis: Rare Deleterious Variants Are Predictive

Response to the letter to the editor: On the feasibility of dynamical analysis of network models of biochemical regulation

Loss of the novel Vcp (valosin containing protein) interactor Washc4 interferes with autophagy-mediated proteostasis in striated muscle and leads to myopathy in vivo

Predicting resistance to first-line FOLFOX plus bevacizumab in metastatic colorectal cancer: Final results of the multicenter, international PERMAD trial

The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes

BiTrinA--multiscale binarization and trinarization with quality analysis

Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades

The potential role of neuroinflammation and synaptic plasticity for neuropsychiatric symptoms

The potential role of neuroinflammation and synaptic plasticity for neuropsychiatric symptoms: Neuropsychology/Neuropsychological profiles of dementia: Valid biomarkers?

Unlabeling data can improve classification accuracy

Multi-Objective Parameter Selection for Classifiers

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