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J

John Yearwood

Deakin University

38H-index
306Paper Count
5.9KCitation Count
Published Papers 54
Publication Date
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Policy Gradient-Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data
errAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II
IF0
err2026-01-01
err0
PREAI
errHasan, Mahmudul; Uddin, Md Palash; Xiang, Yong; Yearwood, John; Gao, Longxiang
errShare
errSave
Misinformation detection with automatic fact-based news verification
errINFORMATION SCIENCES
IF6.8
err2025-11-01
err0
errOAAI
errHou, Ziwei; Ofoghi, Bahadorreza; Yearwood, John
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errSave
Robustness of Deep Learning models in electrocardiogram noise detection and classification
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-08-01
err1
errOAAI
errRahman, Saifur; Pal, Shantanu; Yearwood, John; Karmakar, Chandan
errShare
errSave
ARFL: Adaptive and Robust Federated Learning
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-05-01
err3
PREAI
errUddin, Md Palash; Xiang, Yong; Cai, Borui; Lu, Xuequan; Yearwood, John; Gao, Longxiang
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errSave
Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices
errIEEE TRANSACTIONS ON CONSUMER ELECTRONICS
IF10.9
err2024-02-01
err1
PREAI
errRahman, Saifur; Pal, Shantanu; Yearwood, John; Karmakar, Chandan
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errSave
Aspect-based automated evaluation of dialogues
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-11-01
err0
errOAAI
errShabanpour, Arash; Hou, Ziwei; Husnoo, Akbar; Nguyen, Khanh Linh; Yearwood, John; Zaidi, Nayyar
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errSave
Knowledge representation of mathematical optimization problems and constructs for modeling
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-11-01
err1
PREAI
errOfoghi, Bahadorreza; Yearwood, John
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errSave
Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-08-01
err3
PREAI
errHabib, Ahsan; Karmakar, Chandan; Yearwood, John
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errSave
Federated Learning via Disentangled Information Bottleneck
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2023-05-01
err9
PREAI
errUddin, Md Palash; Xiang, Yong; Lu, Xuequan; Yearwood, John; Gao, Longxiang
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errSave
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-04-01
err6
PREAI
errHabib, Ahsan; Karmakar, Chandan; Yearwood, John
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errSave
A Real-Time Tunable ECG Noise-Aware System for IoT-Enabled Devices
errIEEE SENSORS JOURNAL
IF4.5
err2022-12-01
err3
PREAI
errRahman, Saifur; Karmakar, Chandan; Yearwood, John; Palaniswami, Marimuthu
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errSave
Blockchain-enabled Federated Learning: A Survey
errACM COMPUTING SURVEYS
IF28
err2022-11-21
err85
errOAAI
errQu, Youyang; Uddin, Md Palash; Gan, Chenquan; Xiang, Yong; Gao, Longxiang; Yearwood, John
errShare
errSave
P2OP-Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-11-01
err9
PREAI
errJanarthan, Sivasubramaniam; Thuseethan, Selvarajah; Rajasegarar, Sutharshan; Yearwood, John
errShare
errSave
The multiphase course timetabling problem
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2022-08-01
err5
errOAAI
errEsmaeilbeigi, Rasul; Mak-Hau, Vicky; Yearwood, John; Nguyen, Vivian
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errSave
EmoSeC: Emotion recognition from scene context
errNEUROCOMPUTING
IF6.5
err2022-07-01
err11
PREAI
errThuseethan, Selvarajah; Rajasegarar, Sutharshan; Yearwood, John
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errSave
Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-05-01
err6
PREAI
errOfoghi, Bahadorreza; Mahdiloo, Mahdi; Yearwood, John
errShare
errSave
Robustness of electrocardiogram signal quality indices
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2022-04-13
err26
errOAAI
errRahman, Saifur; Karmakar, Chandan; Natgunanathan, Iynkaran; Yearwood, John; Palaniswami, Marimuthu
errShare
errSave
Robust Federated Averaging via Outlier Pruning
errieee signal processing magazine
IF3.9
err2022-01-01
err11
PREAI
errUddin, Md Palash; Xiang, Yong; Yearwood, John; Gao, Longxiang
errShare
errSave
Deep Continual Learning for Emerging Emotion Recognition
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2022-01-01
err15
PREAI
errThuseethan, Selvarajah; Rajasegarar, Sutharshan; Yearwood, John
errShare
errSave
LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-01-01
err23
PREAI
errTakalkar, Madhumita A.; Thuseethan, Selvarajah; Rajasegarar, Sutharshan; Chaczko, Zenon; Xu, Min; Yearwood, John
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errSave

Research Directions

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H-index: 111 · Papers: 849
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