John Yearwood

Deakin University — Australia

Computer Science · Physical Sciences

38h-index5.8kcitations306works1.92yr avg
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Research Topics

Topic Modeling(30), Natural Language Processing Techniques(24), Semantic Web and Ontologies(24), Face and Expression Recognition(17), Multi-Agent Systems and Negotiation(17)

Publications306 total

Design and evaluation of a knowledge-based ECG noise filtering framework
Scientific Reports·2026Open Access
FedMOAR: Multi-objective Adaptive Regularization for Fair and Efficient Federated Learning
Communications in computer and information science·2026
Policy Gradient–Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data
Lecture notes in computer science·2025
Misinformation detection with automatic fact-based news verification
Information Sciences·2025Open Access
Efficient Attention-Lightweight Deep Learning Architecture Integration for Plant Pest Recognition
IEEE Transactions on AgriFood Electronics·2025· 2 cited
Family-based plant disease characterization using deep neural networks
Multimedia Tools and Applications·2025Open Access
AgentMILO: A Knowledge-Based Framework for Complex MILP Modelling Conversations with LLMs
2025
Background-Masked Lightweight Approach for Pear Leaf Disease Recognition
IEEE Access·2025Open Access
Investigating Answer Validation Using Noise Identification and Classification in Goal-Oriented Dialogues
2025· 1 citedOpen Access
LiRAN: A Lightweight Residual Attention Network for In-Field Plant Pest Recognition
IEEE Transactions on AgriFood Electronics·2024· 3 cited
Robustness of Deep Learning models in electrocardiogram noise detection and classification
Computer Methods and Programs in Biomedicine·2024· 9 citedOpen Access
Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices
IEEE Transactions on Consumer Electronics·2024· 10 cited
Synthetic Dialogue Dataset Generation using LLM Agents
arXiv (Cornell University)·2024· 1 citedOpen Access
Aspect-Based Fake News Detection
Lecture notes in computer science·2024· 1 cited
TopFormer: Topology-Aware Transformer for Point Cloud Registration
Lecture notes in computer science·2024· 2 cited
Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities
2023· 1 cited
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images
arXiv (Cornell University)·2023· 1 citedOpen Access
Knowledge representation of mathematical optimization problems and constructs for modeling
Knowledge-Based Systems·2023· 3 cited
ARFL: Adaptive and Robust Federated Learning
IEEE Transactions on Mobile Computing·2023· 14 cited
Aspect-based automated evaluation of dialogues
Knowledge-Based Systems·2023Open Access
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Frequent Co-authors

Shamsul Huda(11), Chandan Karmakar(7), Jemal Abawajy(6), Selvarajah Thuseethan(6), Sutharshan Rajasegarar(6), Mohammad Mehedi Hassan(5), Adil Bagirov(5), Andrew Stranieri(5), Svetha Venkatesh(4), Yong Xiang(4), Andrei Kelarev(4), Herbert F. Jelinek(3), Rafiqul Islam(3), Marimuthu Palaniswami(3), Ahmad Almogren(3), Iynkaran Natgunanathan(3), Sivasubramaniam Janarthan(3), Sultan Alyahya(3), Hmood Al-Dossari(3), Musa Mammadov(3)