logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

John Yearwood

Deakin University

38H-index
308Paper Count
5.9KCitation Count
Published Papers 56
Publication Date
logo
Communication-Efficient Federated Learning via Fractional-Order Gradient Descent With Adaptive Momentum Under Non-IID Data
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-05-25
err0
PREAI
errMahmudul Hasan; Yong Xiang; Md Palash Uddin; Jine Tang; John Yearwood; Longxiang Gao
errShare
errSave
Privacy Preserved and Explainable Deep Medical Image Analysis: A Survey
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-04-06
err0
PREAI
errLinkon Chowdhury; Selvarajah Thuseethan; Yakub Sebastian; Sutharshan Rajasegarar; Mamoun Alazab; John Yearwood
errShare
errSave
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
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
errShare
errSave
EmoSeC: Emotion recognition from scene context
errNEUROCOMPUTING
IF6.5
err2022-07-01
err11
PREAI
errThuseethan, Selvarajah; Rajasegarar, Sutharshan; Yearwood, John
errShare
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

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
M
Michael Berk
H-index: 155 · Papers: 2.2K
H
Helen Christensen
H-index: 140 · Papers: 831
M
Marion Leboyer
H-index: 130 · Papers: 1.3K
R
Robert H. Yolken
H-index: 111 · Papers: 849
M
Mamoun Alazab
H-index: 86 · Papers: 414
View more