John Yearwood - RankMe

197 papers A* 3A 1B 9C 14Misc 13Journal 102Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Misinformation detection with automatic fact-based news verification. Inf. Sci. Ziwei Hou, Bahadorreza Ofoghi, John Yearwood
2025	—	`conf`	AgentMILO: A Knowledge-Based Framework for Complex MILP Modelling Conversations with LLMs. ICCAE Jyotheesh Gaddam, Lele Zhang, Vicky H. Mak-Hau, John Yearwood, Bahadorreza Ofoghi, Diego Mollá Aliod
2025	J	`jnl`	Background-Masked Lightweight Approach for Pear Leaf Disease Recognition. IEEE Access Romiyal George, Selvarajah Thuseethan, Roshan G. Ragel, Sutharshan Rajasegarar, Mamoun Alazab, Hamish A. Campbell, John Yearwood
2025	J	`jnl`	Family-based plant disease characterization using deep neural networks. Multim. Tools Appl. Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2025	Misc	`conf`	FedMOAR: Multi-objective Adaptive Regularization for Fair and Efficient Federated Learning. AusDM Mahmudul Hasan, Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
2025	—	`conf`	Investigating Answer Validation Using Noise Identification and Classification in Goal-Oriented Dialogues. ICAART (2) Sara Mirabi, Bahadorreza Ofoghi, John Yearwood, Diego Mollá Aliod, Vicky H. Mak-Hau
2025	—	`conf`	Policy Gradient-Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data. AI (2) Mahmudul Hasan, Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
2024	J	`jnl`	ARFL: Adaptive and Robust Federated Learning. IEEE Trans. Mob. Comput. Md Palash Uddin, Yong Xiang, Borui Cai, Xuequan Lu, John Yearwood, Longxiang Gao
2024	J	`jnl`	Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices. IEEE Trans. Consumer Electron. Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
2024	—	`conf`	Aspect-Based Fake News Detection. PAKDD (6) Ziwei Hou, Bahadorreza Ofoghi, Nayyar Zaidi, John Yearwood
2024	J	`jnl`	Robustness of Deep Learning models in electrocardiogram noise detection and classification. Comput. Methods Programs Biomed. Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
2024	J	`jnl`	Synthetic Dialogue Dataset Generation using LLM Agents. CoRR Yelaman Abdullin, Diego Mollá Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li
2024	—	`conf`	TopFormer: Topology-Aware Transformer for Point Cloud Registration. CVM (1) Sheldon Fung, Wei Pan, Xiao Liu, John Yearwood, Richard Dazeley, Xuequan Lu
2023	Misc	`conf`	Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities. SIGITE Jianhua Li, Sophie McKenzie, John Yearwood
2023	J	`jnl`	Aspect-based automated evaluation of dialogues. Knowl. Based Syst. Arash Shabanpour, Ziwei Hou, Muhammad Akbar Husnoo, Khanh Linh Nguyen, John Yearwood, Nayyar Abbas Zaidi
2023	J	`jnl`	Blockchain-enabled Federated Learning: A Survey. ACM Comput. Surv. Youyang Qu, Md Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, John Yearwood
2023	J	`jnl`	Deep3DCANN: A Deep 3DCNN-ANN framework for spontaneous micro-expression recognition. Inf. Sci. Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2023	J	`jnl`	Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network. IEEE J. Biomed. Health Informatics Ahsan Habib, Chandan K. Karmakar, John Yearwood
2023	J	`jnl`	Federated Learning via Disentangled Information Bottleneck. IEEE Trans. Serv. Comput. Md Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
2023	—	`conf`	Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework. EMBC Saifur Rahman, Ahsan Habib, Chandan K. Karmakar, John Yearwood
2023	J	`jnl`	Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. IEEE J. Biomed. Health Informatics Ahsan Habib, Chandan K. Karmakar, John Yearwood
2023	J	`jnl`	Knowledge representation of mathematical optimization problems and constructs for modeling. Knowl. Based Syst. Bahadorreza Ofoghi, John Yearwood
2023	J	`jnl`	MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images. CoRR Huyen Tran, Duc Thanh Nguyen, John Yearwood
2023	J	`jnl`	Optimising complexity of CNN models for resource constrained devices: QRS detection case study. CoRR Ahsan Habib, Chandan K. Karmakar, John Yearwood
2023	J	`jnl`	Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. IEEE Trans. Biomed. Eng. Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, Chandan K. Karmakar
2022	J	`jnl`	Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering. Knowl. Based Syst. Bahadorreza Ofoghi, Mahdi Mahdiloo, John Yearwood
2022	J	`jnl`	Deep Continual Learning for Emerging Emotion Recognition. IEEE Trans. Multim. Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2022	—	`conf`	Double Attention-Based Lightweight Network for Plant Pest Recognition. ICONIP (6) Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2022	J	`jnl`	Double Attention-based Lightweight Network for Plant Pest Recognition. CoRR Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2022	J	`jnl`	EmoSeC: Emotion recognition from scene context. Neurocomputing Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2022	J	`jnl`	P2OP - Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection. Comput. Electron. Agric. Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2022	J	`jnl`	Robust Federated Averaging via Outlier Pruning. IEEE Signal Process. Lett. Md Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao
2022	J	`jnl`	Robust Pareto solutions for convex quadratic multiobjective optimization problems under data uncertainty. Ann. Oper. Res. Thai Doan Chuong, Vicky H. Mak-Hau, John Yearwood, Richard Dazeley, M. T. Nguyen, T. Cao
2022	J	`jnl`	Short text similarity measurement using context-aware weighted biterms. Concurr. Comput. Pract. Exp. Shuiqiao Yang, Guangyan Huang, Bahadorreza Ofoghi, John Yearwood
2022	J	`jnl`	The multiphase course timetabling problem. Eur. J. Oper. Res. Rasul Esmaeilbeigi, Vicky H. Mak-Hau, John Yearwood, Vivian Nguyen
2021	B	`conf`	Boosting Emotion Recognition in Context using Non-target Subject Information. IJCNN Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2021	J	`jnl`	EWNStream+: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network. Int. J. Inf. Technol. Decis. Mak. Shuiqiao Yang, Guangyan Huang, Xiangmin Zhou, Vicky Mak, John Yearwood
2021	J	`jnl`	Knowledge engineering mixed-integer linear programming: constraint typology. CoRR Vicky H. Mak-Hau, John Yearwood, William Moran
2021	J	`jnl`	LGAttNet: Automatic micro-expression detection using dual-stream local and global attentions. Knowl. Based Syst. Madhumita A. Takalkar, Selvarajah Thuseethan, Sutharshan Rajasegarar, Zenon Chaczko, Min Xu, John Yearwood
2021	J	`jnl`	Learning post-processing for QRS detection using Recurrent Neural Network. CoRR Ahsan Habib, Chandan K. Karmakar, John Yearwood
2021	J	`jnl`	Mutual Information Driven Federated Learning. IEEE Trans. Parallel Distributed Syst. Md Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao
2021	—	`ed.`	WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14 - 17, 2021 WI/IAT Jing He, Rainer Unland, Eugene Santos Jr., Xiaohui Tao, Hemant Purohit, Willem-Jan van den Heuvel, John Yearwood, Jie Cao
2020	J	`jnl`	A Knowledge Representation Approach to Automated Mathematical Modelling. CoRR Bahadorreza Ofoghi, Vicky Mak, John Yearwood
2020	A*	`conf`	A mixed integer linear programming approach for soft graph clustering. ICDM Vicky H. Mak-Hau, John Yearwood
2020	A*	`conf`	Anchored Vertex Exploration for Community Engagement in Social Networks. ICDE Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis
2020	J	`jnl`	Choosing a sampling frequency for ECG QRS detection using convolutional networks. CoRR Ahsan Habib, Chandan K. Karmakar, John Yearwood
2020	J	`jnl`	Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations. IEEE Access Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2020	J	`jnl`	Deep Metric Learning Based Citrus Disease Classification With Sparse Data. IEEE Access Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, Qiang Lyu, Yongqiang Zheng, John Yearwood
2020	—	`conf`	Multimodal Deep Learning Framework for Sentiment Analysis from Text-Image Web Data. WI/IAT Selvarajah Thuseethan, Sivasubramaniam Janarthan, Sutharshan Rajasegarar, Priya Kumari, John Yearwood
2020	J	`jnl`	Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices. Future Gener. Comput. Syst. Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Hung Nguyen, Duc Thanh Nguyen, John Yearwood, Dinh Quoc Phung, Svetha Venkatesh, Helen Christensen
2019	J	`jnl`	A mixed-integer linear programming approach for soft graph clustering. CoRR Vicky H. Mak-Hau, John Yearwood
2019	—	`conf`	Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation. ICONIP (3) Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2019	—	`conf`	Detecting Micro-expression Intensity Changes from Videos Based on Hybrid Deep CNN. PAKDD (3) Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2019	B	`conf`	Emotion Intensity Estimation from Video Frames using Deep Hybrid Convolutional Neural Networks. IJCNN Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood
2019	J	`jnl`	Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex. IEEE Access Ahsan Habib, Chandan K. Karmakar, John Yearwood
2019	J	`jnl`	SeShare: Secure cloud data sharing based on blockchain and public auditing. Concurr. Comput. Pract. Exp. Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood
2018	J	`jnl`	A Framework for Software Defect Prediction and Metric Selection. IEEE Access Md. Shamsul Huda, Sultan Alyahya, Md. Mohsin Ali, Shafiq Ahmad, Jemal H. Abawajy, Hmood Al-Dossari, John Yearwood
2018	J	`jnl`	A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection. Future Gener. Comput. Syst. Md. Shamsul Huda, Md. Rafiqul Islam, Jemal H. Abawajy, John Yearwood, Mohammad Mehedi Hassan, Giancarlo Fortino
2018	J	`jnl`	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. Md. Shamsul Huda, Md. Suruz Miah, John Yearwood, Sultan Alyahya, Hmood Al-Dossari, Robin Doss
2018	B	`conf`	Customized Data Sharing Scheme Based on Blockchain and Weighted Attribute. GLOBECOM Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood
2018	J	`jnl`	Improving Chamfer Template Matching Using Image Segmentation. IEEE Signal Process. Lett. Duc Thanh Nguyen, Ngoc-Son Vu, Thanh-Toan Do, Thin Nguyen, John Yearwood
2018	J	`jnl`	Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction. Inf. Fusion Mohammad Mehedi Hassan, Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Ahmad Almogren
2018	J	`jnl`	Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks. Appl. Soft Comput. Md. Shamsul Huda, John Yearwood, Mohammad Mehedi Hassan, Ahmad Almogren
2017	J	`jnl`	A fast malware feature selection approach using a hybrid of multi-linear and stepwise binary logistic regression. Concurr. Comput. Pract. Exp. Md. Shamsul Huda, Jemal H. Abawajy, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
2017	J	`jnl`	A parallel framework for software defect detection and metric selection on cloud computing. Clust. Comput. Md. Mohsin Ali, Md. Shamsul Huda, Jemal H. Abawajy, Sultan Alyahya, Hmood Al-Dossari, John Yearwood
2017	J	`jnl`	CExp: secure and verifiable outsourcing of composite modular exponentiation with single untrusted server. Digit. Commun. Networks Shuai Li, Longxia Huang, Anmin Fu, John Yearwood
2017	J	`jnl`	Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data. Inf. Sci. Md. Shamsul Huda, Md. Suruz Miah, Mohammad Mehedi Hassan, Md. Rafiqul Islam, John Yearwood, Majed A. AlRubaian, Ahmad Almogren
2017	J	`jnl`	Exponentially weighted control charts to monitor multivariate process variability for high dimensions. Int. J. Prod. Res. Nadeera Gnan Tilshan Gunaratne, Malihe Akhavan Abdollahian, Shamsul Huda, John Yearwood
2017	J	`jnl`	Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems. IEEE Trans. Evol. Comput. Nasser R. Sabar, Jemal H. Abawajy, John Yearwood
2017	J	`jnl`	Kernel-based features for predicting population health indices from geocoded social media data. Decis. Support Syst. Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
2017	J	`jnl`	Patchwork-Based Multilayer Audio Watermarking. IEEE ACM Trans. Audio Speech Lang. Process. Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood
2017	—	`conf`	Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features. WWW (Companion Volume) Thin Nguyen, Duc Thanh Nguyen, Mark E. Larsen, Bridianne O'Dea, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
2016	J	`jnl`	A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis. IEEE Access Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Mohammad Mehedi Hassan, Giancarlo Fortino, Michael Buckland
2016	—	`conf`	Discriminative Cues for Different Stages of Smoking Cessation in Online Community. WISE (2) Thin Nguyen, Ron Borland, John Yearwood, Hua-Hie Yong, Svetha Venkatesh, Dinh Q. Phung
2016	J	`jnl`	Group decision making in health care: A case study of multidisciplinary meetings. J. Decis. Syst. Vishakha Sharma, Andrew Stranieri, Frada Burstein, James R. Warren, Sharon Daly, Louise Patterson, John Yearwood, Alan Wolff
2016	J	`jnl`	Hybrids of support vector machine wrapper and filter based framework for malware detection. Future Gener. Comput. Syst. Md. Shamsul Huda, Jemal H. Abawajy, Mamoun Alazab, Mali Abdollahian, Md. Rafiqul Islam, John Yearwood
2016	J	`jnl`	Protection of Privacy in Biometric Data. IEEE Access Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood
2015	J	`jnl`	Constructing an inter-post similarity measure to differentiate the psychological stages in offensive chats. J. Assoc. Inf. Sci. Technol. Md. Waliur Rahman Miah, John Yearwood, Siddhivinayak Kulkarni
2014	J	`jnl`	A Hybrid Wrapper-Filter Approach for Malware Detection. J. Networks Mamoun Alazab, Md. Shamsul Huda, Jemal H. Abawajy, Md. Rafiqul Islam, John Yearwood, Sitalakshmi Venkatraman, Roderic Broadhurst
2014	J	`jnl`	A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process. Eur. J. Oper. Res. Md. Shamsul Huda, Mali Abdollahian, Musa A. Mammadov, John Yearwood, Shafiq Ahmad, Ibrahim A. Sultan
2014	J	`jnl`	A new loss function for robust classification. Intell. Data Anal. Lei Zhao, Musa A. Mammadov, John Yearwood
2014	C	`conf`	Analytics Service Oriented Architecture for Enterprise Information Systems. iiWAS Zhaohao Sun, Kenneth D. Strang, John Yearwood
2014	J	`jnl`	Attribute weighted Naive Bayes classifier using a local optimization. Neural Comput. Appl. Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi
2014	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2014	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2014	J	`jnl`	Hybrid Metaheuristic Approaches to the Expectation Maximization for Estimation of the Hidden Markov Model for Signal Modeling. IEEE Trans. Cybern. Md. Shamsul Huda, John Yearwood, Roberto Togneri
2013	—	`conf`	A Technique for Ranking Friendship Closeness in Social Networking Services. ACIS Zhaohao Sun, John Yearwood, Sally Firmin
2013	J	`jnl`	An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling. Math. Comput. Model. Adil M. Bagirov, A. F. Barton, H. Mala-Jetmarova, A. Al Nuaimat, S. T. Ahmed, Napsu Sultanova, John Yearwood
2012	J	`jnl`	Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks Gleb Beliakov, John Yearwood, Andrei V. Kelarev
2012	C	`conf`	Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules. PKAW Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2012	—	`conf`	Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare. NBiS Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	B	`conf`	Empirical investigation of consensus clustering for large ECG data sets. CBMS Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	Misc	`conf`	Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. AusDM Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek
2012	—	`conf`	Integrating Online Social Networks with E-Commerce: A CBR Approach. ACIS Zhaohao Sun, Sally Firmin, John Yearwood
2012	J	`jnl`	Novel weighting in single hidden layer feedforward neural networks for data classification. Comput. Math. Appl. Sattar Seifollahi, John Yearwood, Bahadorreza Ofoghi
2012	J	`jnl`	Profiling phishing activity based on hyperlinks extracted from phishing emails. Soc. Netw. Anal. Min. John Yearwood, Musa A. Mammadov, Dean Webb
2012	J	`jnl`	Using psycholinguistic features for profiling first language of authors. J. Assoc. Inf. Sci. Technol. Rosemary Torney, Peter Vamplew, John Yearwood
2011	—	`conf`	A Reinforcement Learning Approach with Spline-Fit Object Tracking for AIBO Robot's High Level Decision Making. SNPD (Selected Papers) Subhasis Mukherjee, Md. Shamsul Huda, John Yearwood
2011	J	`jnl`	A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling CoRR Jiapu Zhang, David Yang Gao, John Yearwood
2011	Misc	`conf`	A novel hybrid neural learning algorithm using simulated annealing and quasisecant method. AusDM John Yearwood, Adil M. Bagirov, Sattar Seifollahi
2011	—	`conf`	Child face detection using age specific luminance invariant geometric descriptor. ICSIPA Mofakharul Islam, Paul Andrew Watters, John Yearwood
2011	Misc	`conf`	Detection of child exploiting chats from a mixed chat dataset as a text classification task. ALTA Md. Waliur Rahman Miah, John Yearwood, Siddhivinayak Kulkarni
2011	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2011	—	`conf`	Hybrid Wrapper-filter Aapproaches for Input Feature Selection using Maximum relevance-Minimum redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). ACSC Md. Shamsul Huda, John Yearwood, Andrew Stranieri
2011	J	`jnl`	Real-time detection of children's skin on social networking sites using Markov random field modelling. Inf. Secur. Tech. Rep. Mofakharul Islam, Paul Andrew Watters, John Yearwood
2011	C	`conf`	Reinforcement Learning Approach to AIBO Robot's Decision Making Process in Robosoccer's Goal Keeper Problem. SNPD Subhasis Mukherjee, John Yearwood, Peter Vamplew, Md. Shamsul Huda
2011	J	`jnl`	Robust artificial neural networks and outlier detection. Technical report CoRR Gleb Beliakov, Andrei V. Kelarev, John Yearwood
2010	—	`conf`	A New Supervised Term Ranking Method for Text Categorization. Australasian Conference on Artificial Intelligence Musa A. Mammadov, John Yearwood, Lei Zhao
2010	B	`conf`	Adaptive Clustering with Feature Ranking for DDoS Attacks Detection. NSS Lifang Zi, John Yearwood, Xinwen Wu
2010	J	`jnl`	Automated opinion detection: Implications of the level of agreement between human raters. Inf. Process. Manag. Deanna J. Osman, John Yearwood, Peter Vamplew
2010	B	`conf`	Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy. NSS Md. Shamsul Huda, John Yearwood, Ron Borland
2010	C	`conf`	Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security. PKAW Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei V. Kelarev
2010	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2010	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2010	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2010	J	`jnl`	Editorial. J. Res. Pract. Inf. Technol. John Yearwood
2010	—	`conf`	From Convex to Nonconvex: A Loss Function Analysis for Binary Classification. ICDM Workshops Lei Zhao, Musa A. Mammadov, John Yearwood
2010	B	`conf`	Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). NSS Md. Shamsul Huda, John Yearwood, Andrew Stranieri
2010	—	`conf`	Learning Parse-Free Event-Based Features for Textual Entailment Recognition. Australasian Conference on Artificial Intelligence Bahadorreza Ofoghi, John Yearwood
2010	B	`conf`	Profiling Phishing Emails Based on Hyperlink Information. ASONAM John Yearwood, Musa A. Mammadov, Arunava Banerjee
2010	—	`conf`	Smokers' Characteristics and Cluster Based Quitting Rule Discovery Model for Enhancement of Government's Tobacco Control Systems. PACIS Md. Shamsul Huda, John Yearwood, Ron Borland
2010	—	`conf`	UB.dmirg: Learning Textual Entailment Relationships Using Lexical Semantic Features. TAC Bahadorreza Ofoghi, John Yearwood
2009	J	`jnl`	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 Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009	J	`jnl`	A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognit. Lett. Md. Shamsul Huda, John Yearwood, Roberto Togneri
2009	Misc	`conf`	Applying Clustering and Ensemble Clustering Approaches to phishing Profiling. AusDM John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev
2009	—	`conf`	Can Shallow Semantic Class Information Help Answer Passage Retrieval? Australasian Conference on Artificial Intelligence Bahadorreza Ofoghi, John Yearwood
2009	J	`jnl`	Cayley graphs as classifiers for data mining: The influence of asymmetries. Discret. Math. Andrei V. Kelarev, Joe Ryan, John Yearwood
2009	J	`jnl`	Deliberative discourse and reasoning from generic argument structures. AI Soc. John Yearwood, Andrew Stranieri
2009	—	`conf`	Establishing phishing provenance using orthographic features. eCrime Liping Ma, John Yearwood, Paul A. Watters
2009	—	`conf`	Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset. FGIT John Yearwood, Byeong Ho Kang, Andrei V. Kelarev
2009	Misc	`conf`	From Lexical Entailment to Recognizing Textual Entailment Using Linguistic Resources. ALTA Bahadorreza Ofoghi, John Yearwood
2009	—	`conf`	Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making. NGITS Faezeh Afshar, Andrew Stranieri, John Yearwood
2009	J	`jnl`	The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing. J. Assoc. Inf. Sci. Technol. Bahadorreza Ofoghi, John Yearwood, Liping Ma
2009	—	`conf`	UB.dmirg: A Syntactic Lexical System for Recognizing Textual Entailments. TAC Bahadorreza Ofoghi, John Yearwood
2009	J	`jnl`	Weblogs for market research: finding more relevant opinion documents using system fusion. Online Inf. Rev. Deanna J. Osman, John Yearwood, Peter Vamplew
2009	J	`jnl`	Workload coverage through nonsmooth optimization. Optim. Methods Softw. Nadezda Sukhorukova, Julien Ugon, John Yearwood
2008	J	`jnl`	A new scoring system in Cystic Fibrosis: statistical tools for database analysis - a preliminary report. BMC Medical Informatics Decis. Mak. Gaudenz Hafen, Cameron P. Hurst, John Yearwood, J. Smith, Z. Dzalilov, Philip J. Robinson
2008	C	`conf`	AWSum - Data Mining for Insight. ADMA Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen
2008	J	`jnl`	AWSum-Combining Classification with Knowledge Aquisition. Int. J. Softw. Informatics Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen, Herbert F. Jelinek
2008	J	`jnl`	Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback. Interact. Learn. Environ. Andrew Stranieri, John Yearwood
2008	—	`conf`	FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage. Australasian Conference on Artificial Intelligence Bahadorreza Ofoghi, John Yearwood, Liping Ma
2008	—	`conf`	MRF Model Based Unsupervised Color Textured Image Segmentation Using Multidimensional Spatially Variant Finite Mixture Model. EIAT/IETA Mofakharul Islam, Peter Vamplew, John Yearwood
2008	C	`conf`	New Traceability Codes and Identification Algorithm for Tracing Pirates. ISPA Xinwen Wu, Paul Andrew Watters, John Yearwood
2008	—	`conf`	On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts. Australasian Conference on Artificial Intelligence Peter Vamplew, John Yearwood, Richard Dazeley, Adam Berry
2008	A	`conf`	The Impact of Semantic Class Identification and Semantic Role Labeling on Natural Language Answer Extraction. ECIR Bahadorreza Ofoghi, John Yearwood, Liping Ma
2008	—	`conf`	Unsupervised Segmentation of Industrial Images Using Markov Random Field Model. EIAT/IETA Mofakharul Islam, John Yearwood, Peter Vamplew
2007	—	`conf`	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. ACIS-ICIS Md. Shamsul Huda, John Yearwood, Ranadhir Ghosh
2007	—	`conf`	A Within-Frame Ontological Extension on FrameNet: Application in Predicate Chain Analysis and Question Answering. Australian Conference on Artificial Intelligence Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh
2007	—	`conf`	A fully Automated CAD system using Multi-category Feature Selection with Restricted Recombination. ACIS-ICIS Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Subhasis Mukherjee
2007	—	`conf`	An Interactive Knowledge-based Learning Environment for Transferring Health Knowledge. ACSW John Yearwood
2007	Misc	`conf`	Classification for accuracy and insight: A weighted sum approach. AusDM Anthony Quinn, Andrew Stranieri, John Yearwood
2007	Misc	`conf`	Dramatic flow in interactive 3D narrative. IE Alyx Macfadyen, Andrew Stranieri, John Yearwood
2007	J	`jnl`	Narrative-based Interactive Learning Environments from Modelling Reasoning. J. Educ. Technol. Soc. John Yearwood, Andrew Stranieri
2007	Misc	`conf`	Opinion Search in Web Logs. ADC Deanna J. Osman, John Yearwood
2007	J	`jnl`	The study of drug-reaction relationships using global optimization techniques. Optim. Methods Softw. Musa A. Mammadov, Alexander M. Rubinov, John Yearwood
2007	Misc	`conf`	Two-Step Comprehensive Open Domain Text Annotation with Frame Semantics. ALTA Bahadorreza Ofoghi, John Yearwood, Liping Ma
2007	—	`conf`	Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model. SCSS (1) Mofakharul Islam, John Yearwood, Peter Vamplew
2007	Misc	`conf`	Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. AusDM Deanna J. Osman, John Yearwood, Peter Vamplew
2007	—	`conf`	Using Links to Aid Web Classification. ACIS-ICIS Wei Xie, Musa A. Mammadov, John Yearwood
2007	—	`conf`	Visual Tools for Analysing Evolution, Emergence, and Error in Data Streams. ACIS-ICIS Sol Hart, John Yearwood, Adil M. Bagirov
2006	J	`jnl`	A Hybrid Neural Learning Algorithm Using Evolutionary Learning and Derivative Free Local Search Method. Int. J. Neural Syst. Ranadhir Ghosh, John Yearwood, Moumita Ghosh, Adil M. Bagirov
2006	—	`conf`	A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources. Australian Conference on Artificial Intelligence Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh
2006	—	`conf`	A Semantic Method to Information Extraction for Decision Support Systems. AMCIS Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh
2006	A*	`conf`	A Variable Initialization Approach to the EM Algorithm for Better Estimation of the Parameters of Hidden Markov Model Based Acoustic Modeling of Speech Signals. ICDM Md. Shamsul Huda, Ranadhir Ghosh, John Yearwood
2006	J	`jnl`	A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems. Eur. J. Oper. Res. Adil M. Bagirov, John Yearwood
2006	—	`conf`	A semantic approach to boost passage retrieval effectiveness for question answering. ACSC Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh
2006	J	`jnl`	The generic/actual argument model of practical reasoning. Decis. Support Syst. John Yearwood, Andrew Stranieri
2005	—	`conf`	A Formal Description of Ontology Change in OWL. ICITA (1) John Avery, John Yearwood
2005	J	`jnl`	A Fully Automated Breast Cancer Recognition System Using Discrete-Gradient Based Clustering and Multi Category Feature Selection. J. Adv. Comput. Intell. Intell. Informatics Ranadhir Ghosh, Moumita Ghosh, John Yearwood
2005	—	`conf`	Comparative Analysis of Genetic Algorithm, Simulated Annealing and Cutting Angle Method for Artificial Neural Networks. MLDM Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov
2005	J	`jnl`	Decisions Surrounding Adverse Drug Reaction Prescribing: Insights from Consumers and Implications for Decision Support. J. Res. Pract. Inf. Technol. Michelle O'Brian, John Yearwood
2005	—	`conf`	Determining Regularization Parameters for Derivative Free Neural Learning. MLDM Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov
2005	—	`conf`	Fusion Strategies for Neural Learning Algorithms using Evolutionary and Discrete Gradient Approaches. Artificial Intelligence and Applications Ranadhir Ghosh, John Yearwood, Moumita Ghosh, Adil M. Bagirov
2005	J	`jnl`	Modular Neural Network Design For The Problem Of Alphabetic Character Recognition. Int. J. Pattern Recognit. Artif. Intell. Brent Ferguson, Ranadhir Ghosh, John Yearwood
2005	J	`jnl`	Predicting Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences. J. Res. Pract. Inf. Technol. Heping Pan, Chandima Tilakaratne, John Yearwood
2005	—	`conf`	Structured Reasoning to Support Deliberative Dialogue. KES (1) Alyx Macfadyen, Andrew Stranieri, John Yearwood
2005	C	`conf`	The Integration of Narrative and Argumentation for a Scenario based Learning Environment in Law. ICAIL Andrew Stranieri, John Yearwood
2005	—	`conf`	Using association and overlapping time window approach to detect drug reaction signals. CIMCA/IAWTIC Sasha Ivkovic, G. Saunders, Ranadhir Ghosh, John Yearwood
2004	B	`conf`	A Modular Framework for Multi category feature selection in Digital mammography. ESANN Ranadhir Ghosh, Moumita Ghosh, John Yearwood
2004	Misc	`conf`	An Evolutionary Neural Learning Algorithm for Offline Cursive Handwriting Words with Hamming Neural Network Lexicon. FLAIRS Ranadhir Ghosh, Moumita Ghosh, John Yearwood
2004	C	`conf`	An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network. IEA/AIE Brent Ferguson, Ranadhir Ghosh, John Yearwood
2003	—	`conf`	Are Schools of Education Failing the Tertiary Mathematics Sector? ITCC Heather Mays, John Yearwood
2003	—	`conf`	DOWL: A Dynamic Ontology Language. ICWI John Avery, John Yearwood
2003	J	`jnl`	New algorithms for multi-class cancer diagnosis using tumor gene expression signatures. Bioinform. Adil M. Bagirov, Brent Ferguson, Sasha Ivkovic, G. Saunders, John Yearwood
2003	—	`conf`	Predicting the Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences. Australian Conference on Artificial Intelligence Heping Pan, Chandima Tilakaratne, John Yearwood
2003	C	`conf`	Visualizing Association Rules for feedback within the legal system. ICAIL Sasha Ivkovic, John Yearwood, Andrew Stranieri
2002	—	`conf`	Generic Arguments: a framework for supporting online deliberative discourse. ACIS John Yearwood, Andrew Stranieri
2001	—	`conf`	A Global Optimization Approach to Classification in Medical Diagnosis and Prognosis. HICSS Adil M. Bagirov, Alexander M. Rubinov, John Yearwood, Andrew Stranieri
2001	C	`conf`	An Argumentation-Based Multi-Agent System for eTourism Dialogue. HIS John Avery, John Yearwood, Andrew Stranieri
2001	C	`conf`	An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative. HIS Musa A. Mamedov, John Yearwood
2001	J	`jnl`	Argumentation structures that integrate dialectical and non-dialectical reasoning. Knowl. Eng. Rev. Andrew Stranieri, John Zeleznikow, John Yearwood
2001	C	`conf`	System development a la MODDE. ICAIL Tunde Meikle, John Yearwood
2001	C	`conf`	Tools for placing legal decision support systems on the world wide web. ICAIL Andrew Stranieri, John Yearwood, John Zeleznikow
1999	C	`conf`	The integration of retrieval, reasoning and drafting for refugee law: a third generation legal knowledge based system. ICAIL John Yearwood, Andrew Stranieri
1998	—	`conf`	Adaptive Simulation: An Implementation Framework. SEAL Richard Hall, Binh Pham, John Yearwood
1997	J	`jnl`	Retrieving cases for treatment advice in nursing using text representation and structured text retrieval. Artif. Intell. Medicine John Yearwood, Ross Wilkinson