Bryn Jeffries

31 papers A 1B 5C 4Journal 5Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Machine Learning Approach for Predicting Student Progress in Online Programming Education.
Int. J. Artif. Intell. Educ.
Vincent Zhang, Bryn Jeffries, Irena Koprinska
2025 — conf
Comparison of Explainable Machine Learning Methods for Early Prediction of Student Performance in Programming Courses.
AIED Companion (2)
Ziwei Wang, Irena Koprinska, María Martínez-Ballesteros, Alicia Troncoso, Bryn Jeffries
2025 — conf
Insomnia Detection Based on Brain State Sleep Trajectories.
PAKDD (7)
Xiaojing Ren, Irena Koprinska, Natalie Astalosh, Stephen McCloskey, Bryn Jeffries
2025 — conf
Mining Student Activity Sequences in a Large-Scale Online Programming Course.
AIED Companion (2)
Ziwei Wang, Bryn Jeffries, Irena Koprinska
2024 — conf
Interpretable Methods for Early Prediction of Student Performance in Programming Courses.
AIED Companion (2)
Ziwei Wang, Irena Koprinska, Bryn Jeffries
2024 — conf
Predicting Successful Programming Submissions Based on Critical Logic Blocks.
AIED (2)
Ka Weng Pan, Bryn Jeffries, Irena Koprinska
2023 A conf
Predicting Progress in a Large-Scale Online Programming Course.
AIED
Vincent Zhang, Bryn Jeffries, Irena Koprinska
2023 J jnl
Sleep Apnea Prediction Using Deep Learning.
IEEE J. Biomed. Health Informatics
Eileen Wang, Irena Koprinska, Bryn Jeffries
2022 — conf
115 Ways Not to Say Hello, World!: Syntax Errors Observed in a Large-Scale Online CS0 Python Course.
ITiCSE (1)
Bryn Jeffries, Jung A Lee, Irena Koprinska
2022 — conf
Data Mining of Syntax Errors in a Large-Scale Online Python Course.
AIED (2)
Jung A Lee, Irena Koprinska, Bryn Jeffries
2022 — conf
Exploring Student Engagement in an Online Programming Course Using Machine Learning Methods.
AIED (2)
Sophia Polito, Irena Koprinska, Bryn Jeffries
2022 — conf
Insomnia Disorder Detection Using EEG Sleep Trajectories.
PAKDD (3)
Stephen McCloskey, Bryn Jeffries, Irena Koprinska, Christopher James Gordon, Ronald R. Grunstein
2022 C conf
Online Examinations in a Large Australian CS1 Course.
ACE
Bryn Jeffries, Timothy Baldwin, Marion Zalk
2022 — conf
Programming to Learn: Logic and Computation from a Programming Perspective.
ITiCSE (1)
Matthew Farrugia-Roberts, Bryn Jeffries, Harald Søndergaard
2022 — conf
Teaching Simple Constructive Proofs with Haskell Programs.
TFPIE
Matthew Farrugia-Roberts, Bryn Jeffries, Harald Søndergaard
2021 — conf
Next Steps for Next-step Hints: Lessons Learned from Teacher Evaluations of Automatic Programming Hints (Full Paper).
EDM (Workshops)
Benjamin Paaßen, Jessica McBroom, Bryn Jeffries, Irena Koprinska, Kalina Yacef
2021 C conf
Progress Networks as a Tool for Analysing Student Programming Difficulties.
ACE
Jessica McBroom, Benjamin Paassen, Bryn Jeffries, Irena Koprinska, Kalina Yacef
2021 C conf
Toward Empirical Analysis of Pedagogical Feedback in Computer Programming Learning Environments.
ACE
Gabriel Raubenheimer, Bryn Jeffries, Kalina Yacef
2021 B conf
ast2vec: Utilizing Recursive Neural Encodings of Python Programs.
EDM
Benjamin Paaßen, Jessica McBroom, Bryn Jeffries, Irena Koprinska, Kalina Yacef
2021 J jnl
ast2vec: Utilizing Recursive Neural Encodings of Python Programs.
CoRR
Benjamin Paaßen, Jessica McBroom, Bryn Jeffries, Irena Koprinska, Kalina Yacef
2020 C conf
Online Tutoring to Support Programming Exercises.
ACE
Bryn Jeffries, Timothy Baldwin, Marion Zalk, Ben Taylor
2020 J jnl
SQL for Data Scientists: Designing SQL Tutorials for Scalable Online Teaching.
Proc. VLDB Endow.
Uwe Röhm, Lexi Brent, Tim Dawborn, Bryn Jeffries
2020 B conf
Sleep Apnea Event Prediction Using Convolutional Neural Networks and Markov Chains.
IJCNN
Rim Haidar, Irena Koprinska, Bryn Jeffries
2019 J jnl
Data-driven cluster analysis of insomnia disorder with physiology-based qEEG variables.
Knowl. Based Syst.
Stephen McCloskey, Bryn Jeffries, Irena Koprinska, Christopher B. Miller, Ronald R. Grunstein
2019 — conf
Feature Learning and Data Compression of Biosignals Using Convolutional Autoencoders for Sleep Apnea Detection.
ICONIP (1)
Rim Haidar, Irena Koprinska, Bryn Jeffries
2018 B conf
Convolutional Neural Networks on Multiple Respiratory Channels to Detect Hypopnea and Obstructive Apnea Events.
IJCNN
Rim Haidar, Stephen McCloskey, Irena Koprinska, Bryn Jeffries
2018 — conf
Detecting Hypopnea and Obstructive Apnea Events Using Convolutional Neural Networks on Wavelet Spectrograms of Nasal Airflow.
PAKDD (1)
Stephen McCloskey, Rim Haidar, Irena Koprinska, Bryn Jeffries
2017 — conf
Sleep Apnea Event Detection from Nasal Airflow Using Convolutional Neural Networks.
ICONIP (5)
Rim Haidar, Irena Koprinska, Bryn Jeffries
2016 B conf
Exploring and Following Students' Strategies When Completing Their Weekly Tasks.
EDM
Jessica McBroom, Bryn Jeffries, Irena Koprinska, Kalina Yacef
2016 — conf
Mining autograding data in computer science education.
ACSW
Vincent Gramoli, Michael A. Charleston, Bryn Jeffries, Irena Koprinska, Martin McGrane, Alex Radu, Anastasios Viglas, Kalina Yacef
2016 B conf
Mining behaviors of students in autograding submission system logs.
EDM
Jessica McBroom, Bryn Jeffries, Irena Koprinska, Kalina Yacef