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Classification and Data Science in the Digital Age

1, 2023

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eHealth trends in Europe 2005-2007: a population-based survey

Journal of medical Internet research, 2008-11, Vol.10 (4), p.e42-e42

2008

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Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging

IEEE access, 2021, Vol.9, p.28591-28607

2021

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Modified Pilates as an adjunct to standard physiotherapy care for urinary incontinence: a mixed methods pilot for a randomised controlled trial

BMC women's health, 2018-01, Vol.18 (1), p.16-16, Article 16

2018

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Bagging survival trees

Statistics in medicine, 2004-01, Vol.23 (1), p.77-91

2004

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Stat1 and CD74 overexpression is co-dependent and linked to increased invasion and lymph node metastasis in triple-negative breast cancer

Journal of proteomics, 2012-06, Vol.75 (10), p.3031-3040

2012

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Online communication between doctors and patients in Europe: status and perspectives

Journal of medical Internet research, 2010-06, Vol.12 (2), p.e20-e20

2010

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Data Analysis and Rationality in a Complex World

1st Edition 2021, 2021

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A Systems Biology Approach To Identify the Combination Effects of Human Herpesvirus 8 Genes on NF-κB Activation

Journal of Virology, 2009-03, Vol.83 (6), p.2563-2574

2009

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Data Science, Learning by Latent Structures, and Knowledge Discovery

2015 edition., 2015

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Decreased Usage of Specific Scrib Exons Defines a More Malignant Phenotype of Breast Cancer With Worsened Survival

EBioMedicine, 2016-06, Vol.8 (C), p.150-158

2016

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Assessment of Optimal Selected Prognostic Factors

Biometrical journal, 2004-07, Vol.46 (3), p.364-374

2004

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Algorithms from and for Nature and Life: Classification and Data Analysis

2013., 2013

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Exact change point detection with improved power in small‐sample binomial sequences

Biometrical journal, 2021-03, Vol.63 (3), p.558-574

2021

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Care transition and network activation within home supported discharge service for stroke patients in Portugal

International journal of integrated care, 2013-10, Vol.13 (5)

2013

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Spiritual care in the integrated care paradigm: a road map for physiological aging and chronic illness

International journal of integrated care, 2013-10, Vol.13 (5)

2013

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Ensemble of optimal trees, random forest and random projection ensemble classification

Advances in data analysis and classification, 2020-03, Vol.14 (1), p.97-116

2020

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Ensemble of a subset of kNN classifiers

Advances in data analysis and classification, 2018, Vol.12 (4), p.827-840

2018

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Short-term secular change in height, body mass and Tanner-Whitehouse 3 skeletal maturity of Madeira youth, Portugal

Annals of human biology, 2012-05, Vol.39 (3), p.195-205

2012

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Information and Classification: Concepts, Methods and Applications Proceedings of the 16th Annual Conference of the “Gesellschaft für Klassifikation e.V.” University of Dortmund, April 1–3, 1992

1993

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Estimating error rates in the classification of paired organs

Statistics in medicine, 2008-09, Vol.27 (22), p.4515-4531

2008

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Bootstrap estimated true and false positive rates and ROC curve

Computational statistics & data analysis, 2009-01, Vol.53 (3), p.718-729

2009

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Predictive models for reablement social care packages in Essex England

International journal of integrated care, 2013-10, Vol.13 (5)

2013

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A feature selection method for classification within functional genomics experiments based on the proportional overlapping score

BMC bioinformatics, 2014-08, Vol.15 (1), p.274-274, Article 274

2014

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Special issue on “Learning in data science: theory, methods and applications”—preface by the guest editors

Advances in data analysis and classification, 2020-11

2020

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Classification and Data Science in the Digital Age

eHealth trends in Europe 2005-2007: a population-based survey

Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging

Modified Pilates as an adjunct to standard physiotherapy care for urinary incontinence: a mixed methods pilot for a randomised controlled trial

Bagging survival trees

Stat1 and CD74 overexpression is co-dependent and linked to increased invasion and lymph node metastasis in triple-negative breast cancer

Online communication between doctors and patients in Europe: status and perspectives

Data Analysis and Rationality in a Complex World

A Systems Biology Approach To Identify the Combination Effects of Human Herpesvirus 8 Genes on NF-κB Activation

Data Science, Learning by Latent Structures, and Knowledge Discovery

Decreased Usage of Specific Scrib Exons Defines a More Malignant Phenotype of Breast Cancer With Worsened Survival

Assessment of Optimal Selected Prognostic Factors

Algorithms from and for Nature and Life: Classification and Data Analysis

Exact change point detection with improved power in small‐sample binomial sequences

Care transition and network activation within home supported discharge service for stroke patients in Portugal

Spiritual care in the integrated care paradigm: a road map for physiological aging and chronic illness

Ensemble of optimal trees, random forest and random projection ensemble classification

Ensemble of a subset of kNN classifiers

Short-term secular change in height, body mass and Tanner-Whitehouse 3 skeletal maturity of Madeira youth, Portugal

Information and Classification: Concepts, Methods and Applications Proceedings of the 16th Annual Conference of the “Gesellschaft für Klassifikation e.V.” University of Dortmund, April 1–3, 1992

Estimating error rates in the classification of paired organs

Bootstrap estimated true and false positive rates and ROC curve

Predictive models for reablement social care packages in Essex England

A feature selection method for classification within functional genomics experiments based on the proportional overlapping score

Special issue on “Learning in data science: theory, methods and applications”—preface by the guest editors

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