Soonja Yeom

43 papers B 4C 1Misc 2Journal 20Unranked 15
YearRankTypeTitle / Venue / Authors
2025 B conf
ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion.
AVSS
Thanh Hoang Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025 J jnl
ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion.
CoRR
Hoang-Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025 J jnl
Adapting GenAI Strategies: Understanding Models, Aims, and Challenges in Different Targeted Data and Domains.
IEEE Access
Wenli Yang, Yuan Lu, Soonja Yeom, David Herbert
2025 J jnl
Comparative Studies: Cloud-Enabled Adaptive Learning System for Scalable Education in Sub-Saharan.
CoRR
Israel Fianyi, Soonja Yeom, Ju-Hyun Shin
2025 J jnl
Course-Level Clustering to Enhance Dropout Prediction Accuracy.
IEEE Access
Yuan Lu, Soonja Yeom, Riseul Ryu, Soo-Hyung Kim
2025 J jnl
Deep attention dynamic representation learning networks for recommender system review modeling.
Big Data Res.
Shivangi Gheewala, Shuxiang Xu, Soonja Yeom
2025 J jnl
Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models.
CoRR
Mohsen Balavar, Wenli Yang, David Herbert, Soonja Yeom
2025 C conf
Exploring Gender Disparities and Collaborative Learning in IT Education.
ACE
Soonja Yeom, Nicole Herbert, Riseul Ryu
2025 J jnl
From Fusion to Adaptation: Investigation on Enhancing Multimodal Biometric Authentication Systems.
IEEE Access
Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy
2025 J jnl
In-depth survey: deep learning in recommender systems - exploring prediction and ranking models, datasets, feature analysis, and emerging trends.
Neural Comput. Appl.
Shivangi Gheewala, Shuxiang Xu, Soonja Yeom
2024 J jnl
Deep shared learning and attentive domain mapping for cross-domain recommendation.
User Model. User Adapt. Interact.
Shivangi Gheewala, Shuxiang Xu, Soonja Yeom
2024 J jnl
Exploiting deep transformer models in textual review based recommender systems.
Expert Syst. Appl.
Shivangi Gheewala, Shuxiang Xu, Soonja Yeom, Sumbal Maqsood
2024 J jnl
Generalisable sensor-free frustration detection in online learning environments using machine learning.
User Model. User Adapt. Interact.
Mohammad Mustaneer Rahman, Robert Ollington, Soonja Yeom, Nadia Ollington
2023 J jnl
A Comprehensive Survey of Context-Aware Continuous Implicit Authentication in Online Learning Environments.
IEEE Access
Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy
2023 B conf
Affective Lexicon for Intelligent Tutoring Systems.
ICALT
Mohammad Mustaneer Rahman, Soonja Yeom, Nadia Ollington, Robert Ollington
2023 J jnl
The design and evaluation of adaptive biometric authentication systems: Current status, challenges and future direction.
ICT Express
Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy
2022 — conf
An Adaptive Biometric Authentication System for Online Learning Environments Across Multiple Devices.
AIED (2)
Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy
2022 B conf
Cognitive Load Measurement in the Impact of VR Intervention in Learning.
ICALT
Chunping Li, Soonja Yeom, Julian R. Dermoudy, Kristy de Salas
2022 — conf
Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review.
WCCE
Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom
2022 — conf
Project-Based Collaborative Learning Enhances Students' Programming Performance.
ITiCSE (1)
Soonja Yeom, Nicole Herbert, Riseul Ryu
2022 — conf
The Elephant Broke the Room - Digital Innovation is Hampered by a Lack of Digital Competency and Self-Managed Technical Support.
ACIS
Lachlan Hardy, Erin Roehrer, Soonja Yeom
2021 J jnl
Automatic Detection of Amyloid Beta Plaques in Somatosensory Cortex of an Alzheimer's Disease Mouse Using Deep Learning.
IEEE Access
Heemoon Yoon, Mira Park, Soonja Yeom, Matthew T. K. Kirkcaldie, Peter F. Summons, Sang-Hee Lee
2021 J jnl
Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models.
Sensors
Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom
2021 J jnl
Continuous Multimodal Biometric Authentication Schemes: A Systematic Review.
IEEE Access
Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert
2021 J jnl
GPSPiChain-Blockchain based Self-Contained Family Security System in Smart Home.
CoRR
Ali Raza, Lachlan Hardy, Erin Roehrer, Soonja Yeom, Byeong Ho Kang
2020 — conf
A Digital Future in Virtual Reality - Insights for Training.
ACIS
Kym Young, Julian R. Dermoudy, Ian J. Lewis, Soonja Yeom, Kristy de Salas
2020 — conf
Blockchain-based renewable energy trading system with smart contract in a small local community.
SMA
Riseul Ryu, Soonja Yeom
2020 — conf
Continuous multibiometric authentication for online exam with machine learning.
ACIS
Riseul Ryu, Soonja Yeom, Soo-Hyung Kim
2020 J jnl
Exploring an Application of Virtual Reality for Early Detection of Dementia.
CoRR
Yiming Zhong, Yuan Tian, Mira Park, Soonja Yeom
2020 — ch.
Indications for Kinesthetic Learning Through Haptic Devices.
Encyclopedia of Education and Information Technologies
Soonja Yeom, Andrew E. Fluck, Arthur Sale
2020 — conf
UTAS-Ride: organization-based ridesharing platform for commuters.
ACIS
Zhe Wei, Soonja Yeom, Riseul Ryu
2019 B conf
Challenges and Prospects of a Robotics Course to Supplement Australia's Digital Technology Curriculum.
ICALT
Lachlan Hardy, Meredith Castles, Soonja Yeom, Byeong Ho Kang
2019 J jnl
Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks.
Int. J. Pattern Recognit. Artif. Intell.
Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2019 Misc conf
Semantic analysis for paraphrase identification using semantic role labeling.
SAC
Eunji Lee, Htet Myet Lynn, Hyoungju Kim, Soonja Yeom, Pankoo Kim
2018 — conf
ECG-based biometric human identification based on backpropagation neural network.
RACS
Htet Myet Lynn, Soonja Yeom, Pankoo Kim
2017 — conf
Evaluating Acceptance of a Haptic Learning Resource from Various Perspectives.
WCCE
Soonja Yeom, Andrew E. Fluck, Arthur Sale
2017 J jnl
Factors influencing undergraduate students' acceptance of a haptic interface for learning gross anatomy.
Interact. Technol. Smart Educ.
Soonja Yeom, Derek L. Choi-Lundberg, Andrew E. Fluck, Arthur Sale
2016 — conf
Exploring the Use of Big Data Analytics for Improving Support to Students in Higher Education.
Australasian Conference on Artificial Intelligence
Si Fan, Saurabh Garg, Soonja Yeom
2016 Misc conf
Technical report on a haptic interface for learning anatomy.
OZCHI
Soonja Yeom, Arthur Sale, Andrew E. Fluck
2007 — conf
A Study on Development of Time Series Warning Module in Warranty Claims Database.
ALPIT
Sanghyun Lee, Cheolmin Kim, Soonja Yeom, Gwiyeon Kim, KyungIl Moon, Byunggi Kim
2007 — conf
A Study on Warning/Detection Degree of Warranty Claims Data Using Neural Network Learning.
ALPIT
Sanghyun Lee, SeongChae Seo, Soonja Yeom, KyungIl Moon, MoonSeol Kang, Byunggi Kim
2007 — conf
Kinematical Access for Realistic Behavior Generation of Artificial Fish.
ALPIT
Chong-Han Kim, Min-Woo Shin, Seung-Moon Jeong, Im-Chul Kang, Soonja Yeom, Byung-Ki Kim
2006 — conf
Object Modeling for Mapping XML Document Represented in XML-GDM to UML Class Diagram.
ICCSA (5)
Dae-Hyeon Park, Chun-Sik Yoo, Yong-Sung Kim, Soonja Yeom