John Yearwood
Orcid: 0000-0002-7562-6767
According to our database1,
John Yearwood
authored at least 179 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices.
IEEE Trans. Consumer Electron., February, 2024
Robustness of Deep Learning models in electrocardiogram noise detection and classification.
Comput. Methods Programs Biomed., 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the Computational Visual Media - 12th International Conference, 2024
2023
Knowledge representation of mathematical optimization problems and constructs for modeling.
Knowl. Based Syst., November, 2023
IEEE J. Biomed. Health Informatics, August, 2023
Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages.
IEEE Trans. Biomed. Eng., June, 2023
Inf. Sci., June, 2023
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution.
IEEE J. Biomed. Health Informatics, April, 2023
IEEE Trans. Serv. Comput., 2023
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images.
CoRR, 2023
Optimising complexity of CNN models for resource constrained devices: QRS detection case study.
CoRR, 2023
Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities.
Proceedings of the 24th Annual Conference on Information Technology Education, 2023
Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering.
Knowl. Based Syst., 2022
Concurr. Comput. Pract. Exp., 2022
P2OP - Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection.
Comput. Electron. Agric., 2022
Robust Pareto solutions for convex quadratic multiobjective optimization problems under data uncertainty.
Ann. Oper. Res., 2022
Proceedings of the Neural Information Processing - 29th International Conference, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions.
Knowl. Based Syst., 2021
EWNStream+: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network.
Int. J. Inf. Technol. Decis. Mak., 2021
CoRR, 2021
CoRR, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices.
Future Gener. Comput. Syst., 2020
CoRR, 2020
Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations.
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
2019
Concurr. Comput. Pract. Exp., 2019
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex.
IEEE Access, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Emotion Intensity Estimation from Video Frames using Deep Hybrid Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
2018
IEEE Signal Process. Lett., 2018
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., 2018
Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction.
Inf. Fusion, 2018
A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection.
Future Gener. Comput. Syst., 2018
Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks.
Appl. Soft Comput., 2018
Proceedings of the IEEE Global Communications Conference, 2018
2017
Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems.
IEEE Trans. Evol. Comput., 2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data.
Inf. Sci., 2017
Exponentially weighted control charts to monitor multivariate process variability for high dimensions.
Int. J. Prod. Res., 2017
Kernel-based features for predicting population health indices from geocoded social media data.
Decis. Support Syst., 2017
CExp: secure and verifiable outsourcing of composite modular exponentiation with single untrusted server.
Digit. Commun. Networks, 2017
A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression.
Concurr. Comput. Pract. Exp., 2017
A parallel framework for software defect detection and metric selection on cloud computing.
Clust. Comput., 2017
Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
2016
J. Decis. Syst., 2016
Hybrids of support vector machine wrapper and filter based framework for malware detection.
Future Gener. Comput. Syst., 2016
A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis.
IEEE Access, 2016
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
2015
Constructing an inter-post similarity measure to differentiate the psychological stages in offensive chats.
J. Assoc. Inf. Sci. Technol., 2015
2014
Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling.
IEEE Trans. Cybern., 2014
Neural Comput. Appl., 2014
A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process.
Eur. J. Oper. Res., 2014
Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014
2013
An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling.
Math. Comput. Model., 2013
Proceedings of the Australasian Conference on Information Systems, 2013
2012
Soc. Netw. Anal. Min., 2012
Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks, 2012
J. Assoc. Inf. Sci. Technol., 2012
Novel weighting in single hidden layer feedforward neural networks for data classification.
Comput. Math. Appl., 2012
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012
Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare.
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012
Proceedings of CBMS 2012, 2012
Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012
Proceedings of the Australasian Conference on Information Systems, 2012
2011
Real-time detection of children's skin on social networking sites using Markov random field modelling.
Inf. Secur. Tech. Rep., 2011
A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling
CoRR, 2011
Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem.
Proceedings of the 12th ACIS International Conference on Software Engineering, 2011
A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making.
Proceedings of the Software Engineering, 2011
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011
A novel hybrid neural learning algorithm using simulated annealing and quasisecant method.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011
Hybrid Wrapper-filter Aapproaches for Input Feature Selection using Maximum relevance-Minimum redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA).
Proceedings of the Thirty-Fourth Australasian Computer Science Conference, 2011
Detection of child exploiting chats from a mixed chat dataset as a text classification task.
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011
2010
Automated opinion detection: Implications of the level of agreement between human raters.
Inf. Process. Manag., 2010
Proceedings of the Third Text Analysis Conference, 2010
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010
Smokers' Characteristics and Cluster Based Quitting Rule Discovery Model for Enhancement of Government's Tobacco Control Systems.
Proceedings of the Pacific Asia Conference on Information Systems, 2010
Proceedings of the Fourth International Conference on Network and System Security, 2010
Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA).
Proceedings of the Fourth International Conference on Network and System Security, 2010
Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy.
Proceedings of the Fourth International Conference on Network and System Security, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010
Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
2009
A Constraint-Based Evolutionary Learning Approach to the Expectation Maximization for Optimal Estimation of the Hidden Markov Model for Speech Signal Modeling.
IEEE Trans. Syst. Man Cybern. Part B, 2009
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model.
Pattern Recognit. Lett., 2009
Weblogs for market research: finding more relevant opinion documents using system fusion.
Online Inf. Rev., 2009
The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing.
J. Assoc. Inf. Sci. Technol., 2009
Discret. Math., 2009
Proceedings of the Second Text Analysis Conference, 2009
Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making.
Proceedings of the Next Generation Information Technologies and Systems, 2009
Proceedings of the Future Generation Information Technology, 2009
Proceedings of the 2009 eCrime Researchers Summit, 2009
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009
From Lexical Entailment to Recognizing Textual Entailment Using Linguistic Resources.
Proceedings of the Australasian Language Technology Association Workshop, 2009
2008
A new scoring system in Cystic Fibrosis: statistical tools for database analysis - a preliminary report.
BMC Medical Informatics Decis. Mak., 2008
Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback.
Interact. Learn. Environ., 2008
Int. J. Softw. Informatics, 2008
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008
The Impact of Semantic Class Identification and Semantic Role Labeling on Natural Language Answer Extraction.
Proceedings of the Advances in Information Retrieval , 2008
Proceedings of the Technological Developments in Education and Automation, 2008
MRF Model Based Unsupervised Color Textured Image Segmentation Using Multidimensional Spatially Variant Finite Mixture Model.
Proceedings of the Technological Developments in Education and Automation, 2008
On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008
FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008
2007
Optim. Methods Softw., 2007
J. Educ. Technol. Soc., 2007
Proceedings of the 4th Australasian Conference on Interactive Entertainment, 2007
Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model.
Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007
Proceedings of the Data Mining and Analytics 2007, 2007
Proceedings of the Data Mining and Analytics 2007, 2007
A Within-Frame Ontological Extension on FrameNet: Application in Predicate Chain Analysis and Question Answering.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, 2007
An Interactive Knowledge-based Learning Environment for Transferring Health Knowledge.
Proceedings of the ACSW Frontiers 2007. Proceedings of the Fifth Australasian Symposium on Grid Computing and e-Research (AusGrid 2007), the Fifth Australasian Information Security Workshop (Privacy Enhancing Technologies) (AISW 2007), and the Australasian Workshop on Health Knowledge Management and Discovery (HKMD 2007). Proceedings, Ballarat, Victoria, Australia, January 30, 2007
Proceedings of the Australasian Language Technology Workshop, 2007
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
A Hybrid Algorithm for Estimation of the Parameters of Hidden Markov Model based Acoustic Modeling of Speech Signals using Constraint-Based Genetic Algorithm and Expectation Maximization.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
A fully Automated CAD system using Multi-category Feature Selection with Restricted Recombination.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
2006
A Hybrid Neural Learning Algorithm Using Evolutionary Learning and Derivative Free Local Search Method.
Int. J. Neural Syst., 2006
A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems.
Eur. J. Oper. Res., 2006
A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals.
Proceedings of the Advances in Data Mining, 2006
A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006
Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006
Proceedings of the Computer Science 2006, 2006
2005
A Fully Automated Breast Cancer Recognition System Using Discrete-Gradient Based Clustering and Multi Category Feature Selection.
J. Adv. Comput. Intell. Intell. Informatics, 2005
Int. J. Pattern Recognit. Artif. Intell., 2005
Predicting Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences.
J. Res. Pract. Inf. Technol., 2005
Decisions Surrounding Adverse Drug Reaction Prescribing: Insights from Consumers and Implications for Decision Support.
J. Res. Pract. Inf. Technol., 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Comparative Analysis of Genetic Algorithm, Simulated Annealing and Cutting Angle Method for Artificial Neural Networks.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
The Integration of Narrative and Argumentation for a Scenario based Learning Environment in Law.
Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005
Using association and overlapping time window approach to detect drug reaction signals.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
Fusion Strategies for Neural Learning Algorithms using Evolutionary and Discrete Gradient Approaches.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004
An Evolutionary Neural Learning Algorithm for Offline Cursive Handwriting Words with Hamming Neural Network Lexicon.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
New algorithms for multi-class cancer diagnosis using tumor gene expression signatures.
Bioinform., 2003
Proceedings of the 2003 International Symposium on Information Technology (ITCC 2003), 2003
Proceedings of the 9th International Conference on Artificial Intelligence and Law, 2003
DOWL: A Dynamic Ontology Language.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003
2002
Proceedings of the Australasian Conference on Information Systems, 2002
2001
Knowl. Eng. Rev., 2001
Proceedings of the Eigths International Conference on Artificial Intelligence and Law, 2001
Proceedings of the Eigths International Conference on Artificial Intelligence and Law, 2001
An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative.
Proceedings of the Hybrid Information Systems, 2001
An Argumentation-Based Multi-Agent System for eTourism Dialogue.
Proceedings of the Hybrid Information Systems, 2001
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001
1999
The integration of retrieval, reasoning and drafting for refugee law: a third generation legal knowledge based system.
Proceedings of the Seventh International Conference on Artificial Intelligence and Law, 1999
1998
Proceedings of the Simulated Evolution and Learning, 1998
1997
Retrieving cases for treatment advice in nursing using text representation and structured text retrieval.
Artif. Intell. Medicine, 1997