John Yearwood

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 70

Top Venues

CoRR

IEEE Access

Knowl. Based Syst.

Future Gener. Comput. Syst.

Publications

Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
Robustness of Deep Learning models in electrocardiogram noise detection and classification. Comput. Methods Programs Biomed. 253 (2024)
Ziwei Hou, Bahadorreza Ofoghi, Nayyar Zaidi, John Yearwood
Aspect-Based Fake News Detection. PAKDD (6) (2024)
Yelaman Abdullin, Diego Mollá Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li
Synthetic Dialogue Dataset Generation using LLM Agents. CoRR (2024)
Sheldon Fung, Wei Pan, Xiao Liu, John Yearwood, Richard Dazeley, Xuequan Lu
TopFormer: Topology-Aware Transformer for Point Cloud Registration. CVM (1) (2024)
Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices. IEEE Trans. Consumer Electron. 70 (1) (2024)
Md. Palash Uddin, Yong Xiang, Borui Cai, Xuequan Lu, John Yearwood, Longxiang Gao
ARFL: Adaptive and Robust Federated Learning. IEEE Trans. Mob. Comput. 23 (5) (2024)
Saifur Rahman, Ahsan Habib, Chandan K. Karmakar, John Yearwood
Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework. EMBC (2023)
Jianhua Li, Sophie McKenzie, John Yearwood
Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities. SIGITE (2023)
Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, Chandan K. Karmakar
Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Deep3DCANN: A Deep 3DCNN-ANN framework for spontaneous micro-expression recognition. Inf. Sci. 630 (2023)
Bahadorreza Ofoghi, John Yearwood
Knowledge representation of mathematical optimization problems and constructs for modeling. Knowl. Based Syst. 280 (2023)
Huyen Tran, Duc Thanh Nguyen, John Yearwood
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images. CoRR (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Optimising complexity of CNN models for resource constrained devices: QRS detection case study. CoRR (2023)
Arash Shabanpour, Ziwei Hou, Muhammad Akbar Husnoo, Khanh Linh Nguyen, John Yearwood, Nayyar Abbas Zaidi
Aspect-based automated evaluation of dialogues. Knowl. Based Syst. 279 (2023)
Md. Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
Federated Learning via Disentangled Information Bottleneck. IEEE Trans. Serv. Comput. 16 (3) (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Youyang Qu, Md. Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, John Yearwood
Blockchain-enabled Federated Learning: A Survey. ACM Comput. Surv. 55 (4) (2023)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
EmoSeC: Emotion recognition from scene context. Neurocomputing 492 (2022)
Md. Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
Robust Federated Averaging via Outlier Pruning. IEEE Signal Process. Lett. 29 (2022)
Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Double Attention-Based Lightweight Network for Plant Pest Recognition. ICONIP (6) (2022)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Deep Continual Learning for Emerging Emotion Recognition. IEEE Trans. Multim. 24 (2022)
Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
P2OP - Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection. Comput. Electron. Agric. 202 (2022)
Thai Doan Chuong, Vicky H. Mak-Hau, John Yearwood, Richard Dazeley, M. T. Nguyen, T. Cao
Robust Pareto solutions for convex quadratic multiobjective optimization problems under data uncertainty. Ann. Oper. Res. 319 (2) (2022)
Bahadorreza Ofoghi, Mahdi Mahdiloo, John Yearwood
Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering. Knowl. Based Syst. 244 (2022)
Rasul Esmaeilbeigi, Vicky H. Mak-Hau, John Yearwood, Vivian Nguyen
The multiphase course timetabling problem. Eur. J. Oper. Res. 300 (3) (2022)
Shuiqiao Yang, Guangyan Huang, Bahadorreza Ofoghi, John Yearwood
Short text similarity measurement using context-aware weighted biterms. Concurr. Comput. Pract. Exp. 34 (8) (2022)
Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Double Attention-based Lightweight Network for Plant Pest Recognition. CoRR (2022)
Shuiqiao Yang, Guangyan Huang, Xiangmin Zhou, Vicky Mak, John Yearwood
EWNStream+: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network. Int. J. Inf. Technol. Decis. Mak. 20 (1) (2021)
Madhumita A. Takalkar, Selvarajah Thuseethan, Sutharshan Rajasegarar, Zenon Chaczko, Min Xu, John Yearwood
LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions. Knowl. Based Syst. 212 (2021)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Boosting Emotion Recognition in Context using Non-target Subject Information. IJCNN (2021)
Vicky H. Mak-Hau, John Yearwood, William Moran
Knowledge engineering mixed-integer linear programming: constraint typology. CoRR (2021)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Learning post-processing for QRS detection using Recurrent Neural Network. CoRR (2021)
Md. Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
Mutual Information Driven Federated Learning. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Vicky H. Mak-Hau, John Yearwood
A mixed integer linear programming approach for soft graph clustering. ICDM (2020)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations. IEEE Access 8 (2020)
Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, Qiang Lyu, Yongqiang Zheng, John Yearwood
Deep Metric Learning Based Citrus Disease Classification With Sparse Data. IEEE Access 8 (2020)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Choosing a sampling frequency for ECG QRS detection using convolutional networks. CoRR (2020)
Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Hung Nguyen, Duc Thanh Nguyen, John Yearwood, Dinh Quoc Phung, Svetha Venkatesh, Helen Christensen
Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices. Future Gener. Comput. Syst. 110 (2020)
Bahadorreza Ofoghi, Vicky Mak, John Yearwood
A Knowledge Representation Approach to Automated Mathematical Modelling. CoRR (2020)
Selvarajah Thuseethan, Sivasubramaniam Janarthan, Sutharshan Rajasegarar, Priya Kumari, John Yearwood
Multimodal Deep Learning Framework for Sentiment Analysis from Text-Image Web Data. WI/IAT (2020)
Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis
Anchored Vertex Exploration for Community Engagement in Social Networks. ICDE (2020)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Emotion Intensity Estimation from Video Frames using Deep Hybrid Convolutional Neural Networks. IJCNN (2019)
Vicky H. Mak-Hau, John Yearwood
A mixed-integer linear programming approach for soft graph clustering. CoRR (2019)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation. ICONIP (3) (2019)
Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
Detecting Micro-expression Intensity Changes from Videos Based on Hybrid Deep CNN. PAKDD (3) (2019)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex. IEEE Access 7 (2019)
Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood
SeShare: Secure cloud data sharing based on blockchain and public auditing. Concurr. Comput. Pract. Exp. 31 (22) (2019)
Md. Shamsul Huda, John Yearwood, Mohammad Mehedi Hassan, Ahmad Almogren
Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks. Appl. Soft Comput. 71 (2018)
Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood
Customized Data Sharing Scheme Based on Blockchain and Weighted Attribute. GLOBECOM (2018)
Duc Thanh Nguyen, Ngoc-Son Vu, Thanh-Toan Do, Thin Nguyen, John Yearwood
Improving Chamfer Template Matching Using Image Segmentation. IEEE Signal Process. Lett. 25 (11) (2018)
Mohammad Mehedi Hassan, Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Ahmad Almogren
Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction. Inf. Fusion 41 (2018)
Md. Shamsul Huda, Md. Suruz Miah, John Yearwood, Sultan Alyahya, Hmood Al-Dossari, Robin Doss
A malicious threat detection model for cloud assisted internet of things (CoT) based industrial control system (ICS) networks using deep belief network. J. Parallel Distributed Comput. 120 (2018)
Md. Shamsul Huda, Sultan Alyahya, Md. Mohsin Ali, Shafiq Ahmad, Jemal H. Abawajy, Hmood Al-Dossari, John Yearwood
A Framework for Software Defect Prediction and Metric Selection. IEEE Access 6 (2018)
Md. Shamsul Huda, Md. Rafiqul Islam, Jemal H. Abawajy, John Yearwood, Mohammad Mehedi Hassan, Giancarlo Fortino
A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection. Future Gener. Comput. Syst. 83 (2018)
Md. Shamsul Huda, Jemal H. Abawajy, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Md. Mohsin Ali, Md. Shamsul Huda, Jemal H. Abawajy, Sultan Alyahya, Hmood Al-Dossari, John Yearwood
A parallel framework for software defect detection and metric selection on cloud computing. Clust. Comput. 20 (3) (2017)
Thin Nguyen, Duc Thanh Nguyen, Mark E. Larsen, Bridianne O'Dea, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features. WWW (Companion Volume) (2017)
Md. Shamsul Huda, Md. Suruz Miah, Mohammad Mehedi Hassan, Md. Rafiqul Islam, John Yearwood, Majed A. AlRubaian, Ahmad Almogren
Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data. Inf. Sci. 379 (2017)
Nasser R. Sabar, Jemal H. Abawajy, John Yearwood
Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems. IEEE Trans. Evol. Comput. 21 (2) (2017)
Shuai Li, Longxia Huang, Anmin Fu, John Yearwood
CExp: secure and verifiable outsourcing of composite modular exponentiation with single untrusted server. Digit. Commun. Networks 3 (4) (2017)
Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Kernel-based features for predicting population health indices from geocoded social media data. Decis. Support Syst. 102 (2017)
Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood
Patchwork-Based Multilayer Audio Watermarking. IEEE ACM Trans. Audio Speech Lang. Process. 25 (11) (2017)
Nadeera Gnan Tilshan Gunaratne, Malihe Akhavan Abdollahian, Shamsul Huda, John Yearwood
Exponentially weighted control charts to monitor multivariate process variability for high dimensions. Int. J. Prod. Res. 55 (17) (2017)
Vishakha Sharma, Andrew Stranieri, Frada Burstein, James R. Warren, Sharon Daly, Louise Patterson, John Yearwood, Alan Wolff
Group decision making in health care: A case study of multidisciplinary meetings. J. Decis. Syst. 25 (Supplement) (2016)
Thin Nguyen, Ron Borland, John Yearwood, Hua-Hie Yong, Svetha Venkatesh, Dinh Q. Phung
Discriminative Cues for Different Stages of Smoking Cessation in Online Community. WISE (2) (2016)
Md. Shamsul Huda, Jemal H. Abawajy, Mamoun Alazab, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
Hybrids of support vector machine wrapper and filter based framework for malware detection. Future Gener. Comput. Syst. 55 (2016)
Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood
Protection of Privacy in Biometric Data. IEEE Access 4 (2016)
Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Mohammad Mehedi Hassan, Giancarlo Fortino, Michael Buckland
A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis. IEEE Access 4 (2016)
Md. Waliur Rahman Miah, John Yearwood, Siddhivinayak Kulkarni
Constructing an inter-post similarity measure to differentiate the psychological stages in offensive chats. J. Assoc. Inf. Sci. Technol. 66 (5) (2015)
Md. Shamsul Huda, John Yearwood, Roberto Togneri
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. IEEE Trans. Cybern. 44 (10) (2014)
Lei Zhao, Musa A. Mammadov, John Yearwood
A new loss function for robust classification. Intell. Data Anal. 18 (4) (2014)
Zhaohao Sun, Kenneth D. Strang, John Yearwood
Analytics Service Oriented Architecture for Enterprise Information Systems. iiWAS (2014)
John Yearwood
Editorial. J. Res. Pract. Inf. Technol. 46 (1) (2014)
Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi
Attribute weighted Naive Bayes classifier using a local optimization. Neural Comput. Appl. 24 (5) (2014)
Mamoun Alazab, Md. Shamsul Huda, Jemal H. Abawajy, Md. Rafiqul Islam, John Yearwood, Sitalakshmi Venkatraman, Roderic Broadhurst
A Hybrid Wrapper-Filter Approach for Malware Detection. J. Networks 9 (11) (2014)
John Yearwood
Editorial. J. Res. Pract. Inf. Technol. 46 (2-3) (2014)
Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan
A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process. Eur. J. Oper. Res. 237 (3) (2014)
Adil M. Bagirov, A. F. Barton, H. Mala-Jetmarova, A. Al Nuaimat, S. T. Ahmed, Napsu Sultanova, John Yearwood
An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling. Math. Comput. Model. 57 (3-4) (2013)
Zhaohao Sun, John Yearwood, Sally Firmin
A Technique for Ranking Friendship Closeness in Social Networking Services. ACIS (2013)
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare. NBiS (2012)
John Yearwood, Musa A. Mammadov, Dean Webb
Profiling phishing activity based on hyperlinks extracted from phishing emails. Soc. Netw. Anal. Min. 2 (1) (2012)
Gleb Beliakov, John Yearwood, Andrei V. Kelarev
Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks 7 (6) (2012)
Sattar Seifollahi, John Yearwood, Bahadorreza Ofoghi
Novel weighting in single hidden layer feedforward neural networks for data classification. Comput. Math. Appl. 64 (2) (2012)
Rosemary Torney, Peter Vamplew, John Yearwood
Using psycholinguistic features for profiling first language of authors. J. Assoc. Inf. Sci. Technol. 63 (6) (2012)
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek
Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. AusDM (2012)
John Yearwood
Editorial. J. Res. Pract. Inf. Technol. 44 (1) (2012)
Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules. PKAW (2012)
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
Empirical investigation of consensus clustering for large ECG data sets. CBMS (2012)
Zhaohao Sun, Sally Firmin, John Yearwood
Integrating Online Social Networks with E-Commerce: A CBR Approach. ACIS (2012)
Jiapu Zhang, David Yang Gao, John Yearwood
A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling CoRR (2011)
Subhasis Mukherjee, Md. Shamsul Huda, John Yearwood
A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making. SNPD (Selected Papers) (2011)
Gleb Beliakov, Andrei V. Kelarev, John Yearwood
Robust artificial neural networks and outlier detection. Technical report CoRR (2011)
Md. Shamsul Huda, John Yearwood, Andrew Stranieri
Hybrid Wrapper-filter Aapproaches for Input Feature Selection using Maximum relevance-Minimum redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). ACSC (2011)
John Yearwood
Editorial. J. Res. Pract. Inf. Technol. 43 (4) (2011)
Mofakharul Islam, Paul Andrew Watters, John Yearwood
Real-time detection of children's skin on social networking sites using Markov random field modelling. Inf. Secur. Tech. Rep. 16 (2) (2011)
Mofakharul Islam, Paul Andrew Watters, John Yearwood
Child face detection using age specific luminance invariant geometric descriptor. ICSIPA (2011)
Subhasis Mukherjee, John Yearwood, Peter Vamplew, Md. Shamsul Huda
Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem. SNPD (2011)
Md. Waliur Rahman Miah, John Yearwood, Siddhivinayak Kulkarni
Detection of child exploiting chats from a mixed chat dataset as a text classification task. ALTA (2011)
John Yearwood, Adil M. Bagirov, Sattar Seifollahi
A novel hybrid neural learning algorithm using simulated annealing and quasisecant method. AusDM (2011)

John Yearwood.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

John Yearwood