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Educational data mining: A survey and a data mining-based analysis of recent works

Expert systems with applications, 2014-03, Vol.41 (4), p.1432-1462

Peña-Ayala, Alejandro

2014

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Knowledge discovery in medicine: Current issue and future trend

Expert systems with applications, 2014-07, Vol.41 (9), p.4434-4463

2014

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AOP-DB: A database resource for the exploration of Adverse Outcome Pathways through integrated association networks

Toxicology and applied pharmacology, 2018-03, Vol.343, p.71-83

2018

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Data mining techniques and applications – A decade review from 2000 to 2011

Expert systems with applications, 2012-09, Vol.39 (12), p.11303-11311

2012

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Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept

Radiotherapy and oncology, 2016-12, Vol.121 (3), p.459-467

2016

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Knowledge Discovery: Methods from data mining and machine learning

Social science research, 2023-02, Vol.110, p.102817-102817, Article 102817

2023

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Student data mining solution–knowledge management system related to higher education institutions

Expert systems with applications, 2014-10, Vol.41 (14), p.6400-6407

2014

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A prospective comparison of evidence synthesis search strategies developed with and without text-mining tools

Journal of clinical epidemiology, 2021-11, Vol.139, p.350-360

2021

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A review of statistical and machine learning methods for modeling cancer risk using structured clinical data

Artificial intelligence in medicine, 2018-08, Vol.90, p.1-14

2018

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Lack of preregistered analysis plans allows unacceptable data mining for and selective reporting of consensus in Delphi studies

Journal of clinical epidemiology, 2018-07, Vol.99, p.96-105

2018

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Participation-based student final performance prediction model through interpretable Genetic Programming: Integrating learning analytics, educational data mining and theory

Computers in human behavior, 2015-06, Vol.47, p.168-181

2015

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Extracting data from figures with software was faster, with higher interrater reliability than manual extraction

Journal of clinical epidemiology, 2016-06, Vol.74, p.119-123

2016

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Advanced data mining approaches in the assessment of urinary concentrations of bisphenols, chlorophenols, parabens and benzophenones in Brazilian children and their association to DNA damage

Environment international, 2018-07, Vol.116, p.269-277

2018

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Efficient approach of recent high utility stream pattern mining with indexed list structure and pruning strategy considering arrival times of transactions

Information sciences, 2020-08, Vol.529, p.1-27

2020

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Human Connectome Project informatics: Quality control, database services, and data visualization

NeuroImage (Orlando, Fla.), 2013-10, Vol.80, p.202-219

2013

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A tutorial on variable selection for clinical prediction models: feature selection methods in data mining could improve the results

Journal of clinical epidemiology, 2016-03, Vol.71, p.76-85

2016

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Change detection from remotely sensed images: From pixel-based to object-based approaches

ISPRS journal of photogrammetry and remote sensing, 2013-06, Vol.80, p.91-106

2013

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A filter feature selection method based on the Maximal Information Coefficient and Gram-Schmidt Orthogonalization for biomedical data mining

Computers in biology and medicine, 2017-10, Vol.89, p.264-274

2017

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Enhancing random projection with independent and cumulative additive noise for privacy-preserving data stream mining

Expert systems with applications, 2020-08, Vol.152, p.113380, Article 113380

2020

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Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments

Information sciences, 2024-02, Vol.657, p.119924, Article 119924

2024

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Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey

Expert systems with applications, 2017-03, Vol.70, p.139-159

2017

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Developing early warning systems to predict students’ online learning performance

Computers in human behavior, 2014-07, Vol.36, p.469-478

2014

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Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology

Technological forecasting & social change, 2019-09, Vol.146, p.687-705

2019

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An analysis of wintertime navigational accidents in the Northern Baltic Sea

Safety science, 2017-02, Vol.92, p.66-84

2017

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Using process mining to analyze students' quiz-taking behavior patterns in a learning management system

Computers in human behavior, 2019-03, Vol.92, p.496-506

2019

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Educational data mining: A survey and a data mining-based analysis of recent works

Knowledge discovery in medicine: Current issue and future trend

AOP-DB: A database resource for the exploration of Adverse Outcome Pathways through integrated association networks

Data mining techniques and applications – A decade review from 2000 to 2011

Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept

Knowledge Discovery: Methods from data mining and machine learning

Student data mining solution–knowledge management system related to higher education institutions

A prospective comparison of evidence synthesis search strategies developed with and without text-mining tools

A review of statistical and machine learning methods for modeling cancer risk using structured clinical data

Lack of preregistered analysis plans allows unacceptable data mining for and selective reporting of consensus in Delphi studies

Participation-based student final performance prediction model through interpretable Genetic Programming: Integrating learning analytics, educational data mining and theory

Extracting data from figures with software was faster, with higher interrater reliability than manual extraction

Advanced data mining approaches in the assessment of urinary concentrations of bisphenols, chlorophenols, parabens and benzophenones in Brazilian children and their association to DNA damage

Efficient approach of recent high utility stream pattern mining with indexed list structure and pruning strategy considering arrival times of transactions

Human Connectome Project informatics: Quality control, database services, and data visualization

A tutorial on variable selection for clinical prediction models: feature selection methods in data mining could improve the results

Change detection from remotely sensed images: From pixel-based to object-based approaches

A filter feature selection method based on the Maximal Information Coefficient and Gram-Schmidt Orthogonalization for biomedical data mining

Enhancing random projection with independent and cumulative additive noise for privacy-preserving data stream mining

Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments

Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey

Developing early warning systems to predict students’ online learning performance

Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology

An analysis of wintertime navigational accidents in the Northern Baltic Sea

Using process mining to analyze students' quiz-taking behavior patterns in a learning management system

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