An Ensemble Learning Approach Based on TabNet and Machine Learning Models for Cheating Detection in Educational Tests

Deep learning in insurance: Accuracy and model interpretability using TabNet

(2023) Kevin McDonnell et al.   EXPERT SYSTEMS WITH APPLICATIONS

A New Approach to Detecting Cheating in Sensitive Surveys: The Cheating Detection Triangular Model

(2022) Julia Meisters et al.   SOCIOLOGICAL METHODS & RESEARCH

Exploration of the Stacking Ensemble Machine Learning Algorithm for Cheating Detection in Large-Scale Assessment

(2022) Todd Zhou et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Detection of two-way outliers in multivariate data and application to cheating detection in educational tests

(2022) Yunxiao Chen et al.   Annals of Applied Statistics

Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture

(2022) Lionel P. Joseph et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Stock index trend prediction based on TabNet feature selection and long short-term memory

(2022) Xiaolu Wei et al.   PLoS One

Rainfall Forecast Model Based on the TabNet Model

(2021) Jianzhuo Yan et al.   Water

Machine learning based approach to exam cheating detection

(2021) Firuz Kamalov et al.   PLoS One

An Unsupervised‐Learning‐Based Approach to Compromised Items Detection

(2021) Yiqin Pan et al.   JOURNAL OF EDUCATIONAL MEASUREMENT

Tabular data: Deep learning is not all you need

(2021) Ravid Shwartz-Ziv et al.   Information Fusion

Detecting Examinees With Item Preknowledge in Large-Scale Testing Using Extreme Gradient Boosting (XGBoost)

(2019) Cengiz Zopluoglu   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Beyond one-hot encoding: Lower dimensional target embedding

(2018) Pau Rodríguez et al.   IMAGE AND VISION COMPUTING

Ensemble learning: A survey

(2018) Omer Sagi et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Feature-Scaling-Based $k$ -Nearest Neighbor Algorithm for Indoor Positioning Systems

(2016) Dong Li et al.   IEEE Internet of Things Journal

Detecting Test Tampering Using Item Response Theory

(2015) James A. Wollack et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Using Deterministic, Gated Item Response Theory Model to Detect Test Cheating due to Item Compromise

(2013) Zhan Shu et al.   PSYCHOMETRIKA