Testing the Impact of Novel Assessment Sources and Machine Learning Methods on Predictive Outcome Modeling in Undergraduate Biology

Identifying cognitive deficits in cocaine dependence using standard tests and machine learning

(2019) Said Jiménez et al.   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

Statistical and machine learning methods evaluated for incorporating soil and weather into corn nitrogen recommendations

(2019) Curtis J. Ransom et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Variable selection in omics data: A practical evaluation of small sample sizes

(2018) Alexander Kirpich et al.   PLoS One

Improving Performance Prediction on Education Data with Noise and Class Imbalance

(2017) Akram M. Radwan et al.   INTELLIGENT AUTOMATION AND SOFT COMPUTING

Predicting congenital heart defects: A comparison of three data mining methods

(2017) Yanhong Luo et al.   PLoS One

Predicting Student Performance from LMS Data: A Comparison of 17 Blended Courses Using Moodle LMS

(2017) Rianne Conijn et al.   IEEE Transactions on Learning Technologies

Data-driven system to predict academic grades and dropout

(2017) Sergi Rovira et al.   PLoS One

The ASA's Statement onp-Values: Context, Process, and Purpose

(2016) Ronald L. Wasserstein et al.   AMERICAN STATISTICIAN

Development and Validation of the Conceptual Assessment of Natural Selection (CANS)

(2016) Steven T. Kalinowski et al.   CBE-Life Sciences Education

Relationship between employment histories and frailty trajectories in later life: evidence from the English Longitudinal Study of Ageing

(2016) Wentian Lu et al.   JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH

Clicker Score Trajectories and Concept Inventory Scores as Predictors for Early Warning Systems for Large STEM Classes

(2015) Un Jung Lee et al.   Journal of Science Education and Technology

Gender Gaps in Achievement and Participation in Multiple Introductory Biology Classrooms

(2014) Sarah L. Eddy et al.   CBE-Life Sciences Education

Ten-Year Effects of the Advanced Cognitive Training for Independent and Vital Elderly Cognitive Training Trial on Cognition and Everyday Functioning in Older Adults

(2014) George W. Rebok et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Cross-validation pitfalls when selecting and assessing regression and classification models

(2014) Damjan Krstajic et al.   Journal of Cheminformatics

Increasing Student Success Using Online Quizzing in Introductory (Majors) Biology

(2013) Rebecca Orr et al.   CBE-Life Sciences Education

Assessing Scientific Practices Using Machine-Learning Methods: How Closely Do They Match Clinical Interview Performance?

(2013) Elizabeth P. Beggrow et al.   Journal of Science Education and Technology

A comparative study of variable selection methods in the context of developing psychiatric screening instruments

(2013) Feihan Lu et al.   STATISTICS IN MEDICINE

Principled missing data methods for researchers

(2013) Yiran Dong et al.   SpringerPlus

Reasoning About Natural Selection: Diagnosing Contextual Competency Using the ACORNS Instrument

(2012) Ross H. Nehm et al.   AMERICAN BIOLOGY TEACHER

Harnessing Technology to Improve Formative Assessment of Student Conceptions in STEM: Forging a National Network

(2011) Kevin C. Haudek et al.   CBE-Life Sciences Education

On the choice of the best imputation methods for missing values considering three groups of classification methods

(2011) Julián Luengo et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Comparison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study

(2010) Andrea Marshall et al.   BMC Medical Research Methodology

A combinational incremental ensemble of classifiers as a technique for predicting students’ performance in distance education

(2010) S. Kotsiantis et al.   KNOWLEDGE-BASED SYSTEMS

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

Mining LMS data to develop an “early warning system” for educators: A proof of concept

(2009) Leah P. Macfadyen et al.   COMPUTERS & EDUCATION

Peaks and decays of student knowledge in an introductory E&M course

(2009) Eleanor C. Sayre et al.   Physical Review Special Topics-Physics Education Research

The use of formative online quizzes to enhance class preparation and scores on summative exams

(2008) John L. Dobson   ADVANCES IN PHYSIOLOGY EDUCATION

Missing Data Analysis: Making It Work in the Real World

(2008) John W. Graham   Annual Review of Psychology

Early and dynamic student achievement prediction in e-learning courses using neural networks

(2008) Ioanna Lykourentzou et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY