4.3 Article

A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project

Related references

Note: Only part of the references are listed.
Article Public, Environmental & Occupational Health

Skeletal muscle mass in relation to 10 year cardiovascular disease incidence among middle aged and older adults: the ATTICA study

Stefanos Tyrovolas et al.

JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH (2020)

Article Computer Science, Artificial Intelligence

Nonlinear dimensionality reduction for clustering

Sotiris Tasoulis et al.

PATTERN RECOGNITION (2020)

Article Nutrition & Dietetics

Coffee consumption and risk of physical function impairment, frailty and disability in older adults

Marcos D. Machado-Fragua et al.

EUROPEAN JOURNAL OF NUTRITION (2019)

Article Clinical Neurology

Long-term trajectories of depressive symptoms in old age: Relationships with sociodemographic and health-related factors

Alejandro de la Torre-Luque et al.

JOURNAL OF AFFECTIVE DISORDERS (2019)

Article Peripheral Vascular Disease

Fruit, vegetable intake and blood pressure trajectories in older age

Denes Stefler et al.

JOURNAL OF HUMAN HYPERTENSION (2019)

Article Public, Environmental & Occupational Health

Cohort Profile: The Ageing Trajectories of Health - Longitudinal Opportunities and Synergies (ATHLOS) project

Albert Sanchez-Niubo et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2019)

Article Computer Science, Artificial Intelligence

Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles

Utkarsh Agrawal et al.

ARTIFICIAL INTELLIGENCE IN MEDICINE (2019)

Article Psychiatry

Stability of clinically relevant depression symptoms in old-age across 11 cohorts: a multi-state study

A. de la Torre-Luque et al.

ACTA PSYCHIATRICA SCANDINAVICA (2019)

Article Endocrinology & Metabolism

Inflammatory and metabolic disturbances are associated with more severe trajectories of late-life depression

Alejandro de la Torre-Luque et al.

PSYCHONEUROENDOCRINOLOGY (2019)

Article Geriatrics & Gerontology

Physical Activity Attenuates Total and Cardiovascular Mortality Associated With Physical Disability: A National Cohort of Older Adults

David Martinez-Gomez et al.

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES (2018)

Article Public, Environmental & Occupational Health

DETERMINANTS OF HEALTHY AGEING AND ITS RELATION TO 10-YEAR CARDIOVASCULAR DISEASE INCIDENCE: THE ATTICA STUDY

Natasa Kollia et al.

CENTRAL EUROPEAN JOURNAL OF PUBLIC HEALTH (2018)

Article Computer Science, Artificial Intelligence

Improving performance of classification on incomplete data using feature selection and clustering

Cao Truong Tran et al.

APPLIED SOFT COMPUTING (2018)

Review Computer Science, Information Systems

Cluster ensembles: A survey of approaches with recent extensions and applications

Tossapon Boongoen et al.

COMPUTER SCIENCE REVIEW (2018)

Article Public, Environmental & Occupational Health

Cohort Profile: The Mexican Health and Aging Study (MHAS)

Rebeca Wong et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2017)

Article Computer Science, Artificial Intelligence

Clustering by Minimum Cut Hyperplanes

David P. Hofmeyr

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2017)

Article Statistics & Probability

Random-projection ensemble classification

Timothy I. Cannings et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2017)

Article Endocrinology & Metabolism

Patterns of alcohol consumption and risk of falls in older adults: a prospective cohort study

R. Ortola et al.

OSTEOPOROSIS INTERNATIONAL (2017)

Article Computer Science, Information Systems

Can Cluster-Boosted Regression Improve Prediction of Death and Length of Stay in the ICU?

Mahsa Rouzbahman et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2017)

Article Biochemical Research Methods

Divisive hierarchical maximum likelihood clustering

Alok Sharma et al.

BMC BIOINFORMATICS (2017)

Article Nutrition & Dietetics

Alcohol drinking patterns and risk of functional limitations in two cohorts of older adults

Luz Ma Leon-Munoz et al.

CLINICAL NUTRITION (2017)

Article Public, Environmental & Occupational Health

Contribution of health behaviours and clinical factors to socioeconomic differences in frailty among older adults

Hosanna Soler-Vila et al.

JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH (2016)

Review Nutrition & Dietetics

Biomarkers of Aging: From Function to Molecular Biology

Karl-Heinz Wagner et al.

NUTRIENTS (2016)

Editorial Material Public, Environmental & Occupational Health

Cohort Profile: The Australian Longitudinal Study of Ageing (ALSA)

Mary A. Luszcz et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2016)

Article Public, Environmental & Occupational Health

Cohort Profile: the Health and Retirement Study (HRS)

Amanda Sonnega et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2014)

Article Mathematics, Interdisciplinary Applications

Ward's Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward's Criterion?

Fionn Murtagh et al.

JOURNAL OF CLASSIFICATION (2014)

Article Computer Science, Theory & Methods

An advancement in clustering via nonparametric density estimation

Giovanna Menardi et al.

STATISTICS AND COMPUTING (2014)

Article Geosciences, Multidisciplinary

Root mean square error (RMSE) or mean absolute error (MAE)? - Arguments against avoiding RMSE in the literature

T. Chai et al.

GEOSCIENTIFIC MODEL DEVELOPMENT (2014)

Article Public, Environmental & Occupational Health

Cohort Profile: The English Longitudinal Study of Ageing

Andrew Steptoe et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2013)

Article Public, Environmental & Occupational Health

Data Resource Profile: The Survey of Health, Ageing and Retirement in Europe (SHARE)

Axel Boersch-Supan et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2013)

Article Geriatrics & Gerontology

Design and Methodology of The Irish Longitudinal Study on Ageing

Brendan J. Whelan et al.

JOURNAL OF THE AMERICAN GERIATRICS SOCIETY (2013)

Article Computer Science, Information Systems

Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data

Jason Scott Mathias et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2013)

Article Computer Science, Artificial Intelligence

Using clustering analysis to improve semi-supervised classification

Haitao Gan et al.

NEUROCOMPUTING (2013)

Article Computer Science, Artificial Intelligence

Agglomerative clustering via maximum incremental path integral

Wei Zhang et al.

PATTERN RECOGNITION (2013)

Article Mathematics, Applied

Comparison of hierarchical cluster analysis methods by cophenetic correlation

Sinan Saracli et al.

JOURNAL OF INEQUALITIES AND APPLICATIONS (2013)

Article Public, Environmental & Occupational Health

Data Resource Profile: The World Health Organization Study on global AGEing and adult health (SAGE)

Paul Kowal et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2012)

Article Public, Environmental & Occupational Health

Socio-demographic and health-related factors associated with cognitive impairment in the elderly in Taiwan

Ming-Shiang Wu et al.

BMC PUBLIC HEALTH (2011)

Article Statistics & Probability

A Generalized Single Linkage Method for Estimating the Cluster Tree of a Density

Werner Stuetzle et al.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2010)

Article Computer Science, Artificial Intelligence

Enhancing principal direction divisive clustering

S. K. Tasoulis et al.

PATTERN RECOGNITION (2010)

Article Computer Science, Interdisciplinary Applications

Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap

Ji-Hyun Kim

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2009)

Article Computer Science, Theory & Methods

Clustering via nonparametric density estimation

Adelchi Azzalini et al.

STATISTICS AND COMPUTING (2007)

Article Public, Environmental & Occupational Health

Cumulative biological risk and socio-economic differences in mortality: MacArthur Studies of Successful Aging

TE Seeman et al.

SOCIAL SCIENCE & MEDICINE (2004)

Article Statistics & Probability

Estimating the number of clusters in a data set via the gap statistic

R Tibshirani et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2001)