Mining autograding data in computer science education. - Vincent Gramoli; Michael A. Charleston; Bryn Jeffries; Irena Koprinska; Martin McGrane; Alex Radu; Anastasios Viglas; Kalina Yacef (ACSW, 2016)

Mining behaviors of students in autograding submission system logs. - Jessica McBroom; Bryn Jeffries; Irena Koprinska; Kalina Yacef (EDM, 2016)

Exploring and Following Students' Strategies When Completing Their Weekly Tasks. - Jessica McBroom; Bryn Jeffries; Irena Koprinska; Kalina Yacef (EDM, 2016)

Sleep Apnea Event Detection from Nasal Airflow Using Convolutional Neural Networks. - Rim Haidar; Irena Koprinska; Bryn Jeffries (ICONIP (5), 2017)

Convolutional Neural Networks on Multiple Respiratory Channels to Detect Hypopnea and Obstructive Apnea Events. - Rim Haidar; Stephen McCloskey; Irena Koprinska; Bryn Jeffries (IJCNN, 2018)

Detecting Hypopnea and Obstructive Apnea Events Using Convolutional Neural Networks on Wavelet Spectrograms of Nasal Airflow. - Stephen McCloskey; Rim Haidar; Irena Koprinska; Bryn Jeffries (PAKDD (1), 2018)

Feature Learning and Data Compression of Biosignals Using Convolutional Autoencoders for Sleep Apnea Detection. - Rim Haidar; Irena Koprinska; Bryn Jeffries (ICONIP (1), 2019)

Data-driven cluster analysis of insomnia disorder with physiology-based qEEG variables. - Stephen McCloskey; Bryn Jeffries; Irena Koprinska; Christopher B. Miller; Ronald R. Grunstein (Knowl. Based Syst., 2019)

Online Tutoring to Support Programming Exercises. - Bryn Jeffries; Timothy Baldwin; Marion Zalk; Ben Taylor (ACE, 2020)

Sleep Apnea Event Prediction Using Convolutional Neural Networks and Markov Chains. - Rim Haidar; Irena Koprinska; Bryn Jeffries (IJCNN, 2020)

SQL for Data Scientists: Designing SQL Tutorials for Scalable Online Teaching. - Uwe Röhm; Lexi Brent; Tim Dawborn; Bryn Jeffries (Proc. VLDB Endow., 2020)

Progress Networks as a Tool for Analysing Student Programming Difficulties. - Jessica McBroom; Benjamin Paassen; Bryn Jeffries; Irena Koprinska; Kalina Yacef (ACE, 2021)

Toward Empirical Analysis of Pedagogical Feedback in Computer Programming Learning Environments. - Gabriel Raubenheimer; Bryn Jeffries; Kalina Yacef (ACE, 2021)

ast2vec: Utilizing Recursive Neural Encodings of Python Programs. - Benjamin Paaßen; Jessica McBroom; Bryn Jeffries; Irena Koprinska; Kalina Yacef (EDM, 2021)

Next Steps for Next-step Hints: Lessons Learned from Teacher Evaluations of Automatic Programming Hints (Full Paper). - Benjamin Paaßen; Jessica McBroom; Bryn Jeffries; Irena Koprinska; Kalina Yacef (EDM (Workshops), 2021)

Online Examinations in a Large Australian CS1 Course. - Bryn Jeffries; Timothy Baldwin; Marion Zalk (ACE, 2022)

Data Mining of Syntax Errors in a Large-Scale Online Python Course. - Jung A Lee; Irena Koprinska; Bryn Jeffries (AIED (2), 2022)

Exploring Student Engagement in an Online Programming Course Using Machine Learning Methods. - Sophia Polito; Irena Koprinska; Bryn Jeffries (AIED (2), 2022)

Programming to Learn: Logic and Computation from a Programming Perspective. - Matthew Farrugia-Roberts; Bryn Jeffries; Harald Søndergaard (ITiCSE (1), 2022)

115 Ways Not to Say Hello, World!: Syntax Errors Observed in a Large-Scale Online CS0 Python Course. - Bryn Jeffries; Jung A Lee; Irena Koprinska (ITiCSE (1), 2022)

Insomnia Disorder Detection Using EEG Sleep Trajectories. - Stephen McCloskey; Bryn Jeffries; Irena Koprinska; Christopher James Gordon; Ronald R. Grunstein (PAKDD (3), 2022)

Teaching Simple Constructive Proofs with Haskell Programs. - Matthew Farrugia-Roberts; Bryn Jeffries; Harald Søndergaard (TFPIE, 2022)

Predicting Progress in a Large-Scale Online Programming Course. - Vincent Zhang; Bryn Jeffries; Irena Koprinska (AIED, 2023)

Sleep Apnea Prediction Using Deep Learning. - Eileen Wang; Irena Koprinska; Bryn Jeffries (IEEE J. Biomed. Health Informatics, 2023)

Predicting Successful Programming Submissions Based on Critical Logic Blocks. - Ka Weng Pan; Bryn Jeffries; Irena Koprinska (AIED (2), 2024)

Interpretable Methods for Early Prediction of Student Performance in Programming Courses. - Ziwei Wang; Irena Koprinska; Bryn Jeffries (AIED Companion (2), 2024)

Insomnia Detection Based on Brain State Sleep Trajectories. - Xiaojing Ren; Irena Koprinska; Natalie Astalosh; Stephen McCloskey; Bryn Jeffries (PAKDD (7), 2025)