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2020 – today
- 2024
[j88]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: 108249 (2024)- [j87]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): 704-714 (2024) - [j86]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): 5401-5417 (2024) - [c88]Sheldon Fung, Wei Pan, Xiao Liu, John Yearwood, Richard Dazeley, Xuequan Lu:
TopFormer: Topology-Aware Transformer for Point Cloud Registration. CVM (1) 2024: 112-128 - [c87]Ziwei Hou, Bahadorreza Ofoghi, Nayyar Zaidi, John Yearwood:
Aspect-Based Fake News Detection. PAKDD (6) 2024: 95-107 - [i13]Yelaman Abdullin, Diego Mollá Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li:
Synthetic Dialogue Dataset Generation using LLM Agents. CoRR abs/2401.17461 (2024) - 2023
- [j85]Youyang Qu, Md. Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, John Yearwood:
Blockchain-enabled Federated Learning: A Survey. ACM Comput. Surv. 55(4): 70:1-70:35 (2023) - [j84]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Deep3DCANN: A Deep 3DCNN-ANN framework for spontaneous micro-expression recognition. Inf. Sci. 630: 341-355 (2023) - [j83]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: 110901 (2023) - [j82]Bahadorreza Ofoghi, John Yearwood:
Knowledge representation of mathematical optimization problems and constructs for modeling. Knowl. Based Syst. 280: 110980 (2023) - [j81]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): 1717-1728 (2023) - [j80]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): 1758-1769 (2023) - [j79]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): 3748-3759 (2023) - [j78]Md. Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao:
Federated Learning via Disentangled Information Bottleneck. IEEE Trans. Serv. Comput. 16(3): 1874-1889 (2023) - [c86]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: 1-4 - [c85]Jianhua Li, Sophie McKenzie, John Yearwood:
Adapting ICT Entrepreneurship and Innovation Education to a Changing World: A Case Study of Australian Universities. SIGITE 2023: 1-7 - [i12]Ahsan Habib, Chandan K. Karmakar, John Yearwood:
Optimising complexity of CNN models for resource constrained devices: QRS detection case study. CoRR abs/2301.09232 (2023) - [i11]Huyen Tran, Duc Thanh Nguyen, John Yearwood:
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images. CoRR abs/2310.00418 (2023) - 2022
- [j77]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): 1533-1564 (2022) - [j76]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: 107371 (2022) - [j75]Shuiqiao Yang, Guangyan Huang, Bahadorreza Ofoghi, John Yearwood:
Short text similarity measurement using context-aware weighted biterms. Concurr. Comput. Pract. Exp. 34(8) (2022) - [j74]Rasul Esmaeilbeigi, Vicky H. Mak-Hau, John Yearwood, Vivian Nguyen:
The multiphase course timetabling problem. Eur. J. Oper. Res. 300(3): 1098-1119 (2022) - [j73]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
EmoSeC: Emotion recognition from scene context. Neurocomputing 492: 174-187 (2022) - [j72]Bahadorreza Ofoghi, Mahdi Mahdiloo, John Yearwood:
Data Envelopment Analysis of linguistic features and passage relevance for open-domain Question Answering. Knowl. Based Syst. 244: 108574 (2022) - [j71]Md. Palash Uddin, Yong Xiang, John Yearwood, Longxiang Gao:
Robust Federated Averaging via Outlier Pruning. IEEE Signal Process. Lett. 29: 409-413 (2022) - [j70]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Deep Continual Learning for Emerging Emotion Recognition. IEEE Trans. Multim. 24: 4367-4380 (2022) - [c84]Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Double Attention-Based Lightweight Network for Plant Pest Recognition. ICONIP (6) 2022: 598-611 - [i10]Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Double Attention-based Lightweight Network for Plant Pest Recognition. CoRR abs/2210.09956 (2022) - 2021
- [j69]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): 341-370 (2021) - [j68]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: 106566 (2021) - [j67]Md. Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, Longxiang Gao:
Mutual Information Driven Federated Learning. IEEE Trans. Parallel Distributed Syst. 32(7): 1526-1538 (2021) - [c83]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Boosting Emotion Recognition in Context using Non-target Subject Information. IJCNN 2021: 1-7 - [e1]Jing He, Rainer Unland, Eugene Santos Jr., Xiaohui Tao, Hemant Purohit, Willem-Jan van den Heuvel, John Yearwood, Jie Cao:
WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14 - 17, 2021. ACM 2021, ISBN 978-1-4503-9115-3 [contents] - [i9]Vicky H. Mak-Hau, John Yearwood, William Moran:
Knowledge engineering mixed-integer linear programming: constraint typology. CoRR abs/2102.12574 (2021) - [i8]Ahsan Habib, Chandan K. Karmakar, John Yearwood:
Learning post-processing for QRS detection using Recurrent Neural Network. CoRR abs/2110.04130 (2021) - 2020
- [j66]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Complex Emotion Profiling: An Incremental Active Learning Based Approach With Sparse Annotations. IEEE Access 8: 147711-147727 (2020) - [j65]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: 162588-162600 (2020) - [j64]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: 620-628 (2020) - [c82]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: 409-420 - [c81]Vicky H. Mak-Hau, John Yearwood:
A mixed integer linear programming approach for soft graph clustering. ICDM 2020: 1166-1171 - [c80]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: 267-274 - [i7]Ahsan Habib, Chandan K. Karmakar, John Yearwood:
Choosing a sampling frequency for ECG QRS detection using convolutional networks. CoRR abs/2007.02052 (2020) - [i6]Bahadorreza Ofoghi, Vicky Mak, John Yearwood:
A Knowledge Representation Approach to Automated Mathematical Modelling. CoRR abs/2011.06300 (2020)
2010 – 2019
- 2019
- [j63]Ahsan Habib, Chandan K. Karmakar, John Yearwood:
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex. IEEE Access 7: 93275-93285 (2019) - [j62]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) - [c79]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity Estimation. ICONIP (3) 2019: 449-461 - [c78]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Emotion Intensity Estimation from Video Frames using Deep Hybrid Convolutional Neural Networks. IJCNN 2019: 1-10 - [c77]Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
Detecting Micro-expression Intensity Changes from Videos Based on Hybrid Deep CNN. PAKDD (3) 2019: 387-399 - [i5]Vicky H. Mak-Hau, John Yearwood:
A mixed-integer linear programming approach for soft graph clustering. CoRR abs/1906.04860 (2019) - 2018
- [j61]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: 2844-2858 (2018) - [j60]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: 66-77 (2018) - [j59]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: 193-207 (2018) - [j58]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: 105-118 (2018) - [j57]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: 23-31 (2018) - [j56]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): 1635-1639 (2018) - [c76]Longxia Huang, Gongxuan Zhang, Shui Yu, Anmin Fu, John Yearwood:
Customized Data Sharing Scheme Based on Blockchain and Weighted Attribute. GLOBECOM 2018: 206-212 - 2017
- [j55]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): 2267-2281 (2017) - [j54]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) - [j53]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): 236-241 (2017) - [j52]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: 22-31 (2017) - [j51]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): 4948-4962 (2017) - [j50]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: 211-228 (2017) - [j49]Iynkaran Natgunanathan, Yong Xiang, Guang Hua, Gleb Beliakov, John Yearwood:
Patchwork-Based Multilayer Audio Watermarking. IEEE ACM Trans. Audio Speech Lang. Process. 25(11): 2176-2187 (2017) - [j48]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): 315-327 (2017) - [c75]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: 99-107 - 2016
- [j47]Iynkaran Natgunanathan, Abid Mehmood, Yong Xiang, Gleb Beliakov, John Yearwood:
Protection of Privacy in Biometric Data. IEEE Access 4: 880-892 (2016) - [j46]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: 9145-9154 (2016) - [j45]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: 376-390 (2016) - [j44]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): 476-485 (2016) - [c74]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: 146-153 - 2015
- [j43]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): 1065-1081 (2015) - 2014
- [j42]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 46(1) (2014) - [j41]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 46(2-3) (2014) - [j40]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): 857-870 (2014) - [j39]Lei Zhao, Musa A. Mammadov, John Yearwood:
A new loss function for robust classification. Intell. Data Anal. 18(4): 697-715 (2014) - [j38]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): 2878-2891 (2014) - [j37]Sona Taheri, John Yearwood, Musa A. Mammadov, Sattar Seifollahi:
Attribute weighted Naive Bayes classifier using a local optimization. Neural Comput. Appl. 24(5): 995-1002 (2014) - [j36]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): 1962-1977 (2014) - [c73]Zhaohao Sun, Kenneth D. Strang, John Yearwood:
Analytics Service Oriented Architecture for Enterprise Information Systems. iiWAS 2014: 508-516 - 2013
- [j35]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): 873-886 (2013) - [c72]Zhaohao Sun, John Yearwood, Sally Firmin:
A Technique for Ranking Friendship Closeness in Social Networking Services. ACIS 2013: 113 - 2012
- [j34]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 44(1) (2012) - [j33]Sattar Seifollahi, John Yearwood, Bahadorreza Ofoghi:
Novel weighting in single hidden layer feedforward neural networks for data classification. Comput. Math. Appl. 64(2): 128-136 (2012) - [j32]Rosemary Torney, Peter Vamplew, John Yearwood:
Using psycholinguistic features for profiling first language of authors. J. Assoc. Inf. Sci. Technol. 63(6): 1256-1269 (2012) - [j31]Gleb Beliakov, John Yearwood, Andrei V. Kelarev:
Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks 7(6): 935-945 (2012) - [j30]John Yearwood, Musa A. Mammadov, Dean Webb:
Profiling phishing activity based on hyperlinks extracted from phishing emails. Soc. Netw. Anal. Min. 2(1): 5-16 (2012) - [c71]Zhaohao Sun, Sally Firmin, John Yearwood:
Integrating Online Social Networks with E-Commerce: A CBR Approach. ACIS 2012 - [c70]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: 93-102 - [c69]Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek:
Empirical investigation of consensus clustering for large ECG data sets. CBMS 2012: 1-4 - [c68]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: 441-446 - [c67]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: 147-159 - 2011
- [j29]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 43(4) (2011) - [j28]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): 51-58 (2011) - [c66]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: 157-165 - [c65]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: 43-52 - [c64]John Yearwood, Adil M. Bagirov, Sattar Seifollahi:
A novel hybrid neural learning algorithm using simulated annealing and quasisecant method. AusDM 2011: 205-210 - [c63]Mofakharul Islam, Paul Andrew Watters, John Yearwood:
Child face detection using age specific luminance invariant geometric descriptor. ICSIPA 2011: 34-39 - [c62]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: 24-30 - [c61]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: 169-183 - [i4]Jiapu Zhang, David Yang Gao, John Yearwood:
A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling. CoRR abs/1107.4104 (2011) - [i3]Gleb Beliakov, Andrei V. Kelarev, John Yearwood:
Robust artificial neural networks and outlier detection. Technical report. CoRR abs/1110.0169 (2011) - 2010
- [j27]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 42(1): 1 (2010) - [j26]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 42(2): 77-78 (2010) - [j25]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 42(3): 169-170 (2010) - [j24]John Yearwood:
Editorial. J. Res. Pract. Inf. Technol. 42(4): 241-242 (2010) - [j23]Deanna J. Osman, John Yearwood, Peter Vamplew:
Automated opinion detection: Implications of the level of agreement between human raters. Inf. Process. Manag. 46(3): 331-342 (2010) - [c60]John Yearwood, Musa A. Mammadov, Arunava Banerjee:
Profiling Phishing Emails Based on Hyperlink Information. ASONAM 2010: 120-127 - [c59]Musa A. Mammadov, John Yearwood, Lei Zhao:
A New Supervised Term Ranking Method for Text Categorization. Australasian Conference on Artificial Intelligence 2010: 102-111 - [c58]Bahadorreza Ofoghi, John Yearwood:
Learning Parse-Free Event-Based Features for Textual Entailment Recognition. Australasian Conference on Artificial Intelligence 2010: 184-193 - [c57]Lei Zhao, Musa A. Mammadov, John Yearwood:
From Convex to Nonconvex: A Loss Function Analysis for Binary Classification. ICDM Workshops 2010: 1281-1288 - [c56]Lifang Zi, John Yearwood, Xin Wen Wu:
Adaptive Clustering with Feature Ranking for DDoS Attacks Detection. NSS 2010: 281-286 - [c55]Md. Shamsul Huda, John Yearwood, Ron Borland:
Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy. NSS 2010: 383-390 - [c54]Md. Shamsul Huda, John Yearwood, Andrew Stranieri:
Hybrid Wrapper-Filter Approaches for Input Feature Selection Using Maximum Relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA). NSS 2010: 442-449 - [c53]Md. Shamsul Huda, John Yearwood, Ron Borland:
Smokers' Characteristics and Cluster Based Quitting Rule Discovery Model for Enhancement of Government's Tobacco Control Systems. PACIS 2010: 26 - [c52]Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei V. Kelarev:
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security. PKAW 2010: 235-246 - [i2]Bahadorreza Ofoghi, John Yearwood:
UB.dmirg: Learning Textual Entailment Relationships Using Lexical Semantic Features. TAC 2010
2000 – 2009
- 2009
- [j22]John Yearwood, Andrew Stranieri:
Deliberative discourse and reasoning from generic argument structures. AI Soc. 23(3): 353-377 (2009) - [j21]Andrei V. Kelarev, Joe Ryan, John Yearwood:
Cayley graphs as classifiers for data mining: The influence of asymmetries. Discret. Math. 309(17): 5360-5369 (2009) - [j20]Bahadorreza Ofoghi, John Yearwood, Liping Ma:
The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing. J. Assoc. Inf. Sci. Technol. 60(2): 247-263 (2009) - [j19]Deanna J. Osman, John Yearwood, Peter Vamplew:
Weblogs for market research: finding more relevant opinion documents using system fusion. Online Inf. Rev. 33(5): 873-888 (2009) - [j18]Nadezda Sukhorukova, Julien Ugon, John Yearwood:
Workload coverage through nonsmooth optimization. Optim. Methods Softw. 24(2): 285-298 (2009) - [j17]Md. Shamsul Huda, John Yearwood, Roberto Togneri:
A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognit. Lett. 30(14): 1301-1309 (2009) - [j16]Md. Shamsul Huda, John Yearwood, Roberto Togneri:
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 39(1): 182-197 (2009) - [c51]Bahadorreza Ofoghi, John Yearwood:
From Lexical Entailment to Recognizing Textual Entailment Using Linguistic Resources. ALTA 2009: 119-123 - [c50]Bahadorreza Ofoghi, John Yearwood:
Can Shallow Semantic Class Information Help Answer Passage Retrieval? Australasian Conference on Artificial Intelligence 2009: 587-596 - [c49]John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev:
Applying Clustering and Ensemble Clustering Approaches to phishing Profiling. AusDM 2009: 25-34 - [c48]Liping Ma, John Yearwood, Paul A. Watters:
Establishing phishing provenance using orthographic features. eCrime 2009: 1-10 - [c47]John Yearwood, Byeong Ho Kang, Andrei V. Kelarev:
Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset. FGIT 2009: 308-316 - [c46]Faezeh Afshar, Andrew Stranieri, John Yearwood:
Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making. NGITS 2009: 158-168 - [i1]Bahadorreza Ofoghi, John Yearwood:
UB.dmirg: A Syntactic Lexical System for Recognizing Textual Entailments. TAC 2009 - 2008
- [j15]Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen, Herbert F. Jelinek:
AWSum-Combining Classification with Knowledge Aquisition. Int. J. Softw. Informatics 2(2): 199-214 (2008) - [j14]Andrew Stranieri, John Yearwood:
Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback. Interact. Learn. Environ. 16(3): 265-281 (2008) - [j13]Gaudenz Hafen, Cameron P. Hurst, John Yearwood, J. Smith, Z. Dzalilov, Philip J. Robinson:
A new scoring system in Cystic Fibrosis: statistical tools for database analysis - a preliminary report. BMC Medical Informatics Decis. Mak. 8: 44 (2008) - [c45]Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen:
AWSum - Data Mining for Insight. ADMA 2008: 524-531 - [c44]Bahadorreza Ofoghi, John Yearwood, Liping Ma:
FrameNet-Based Fact-Seeking Answer Processing: A Study of Semantic Alignment Techniques and Lexical Coverage. Australasian Conference on Artificial Intelligence 2008: 192-201 - [c43]Peter Vamplew, John Yearwood, Richard Dazeley, Adam Berry:
On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts. Australasian Conference on Artificial Intelligence 2008: 372-378 - [c42]Mofakharul Islam, John Yearwood, Peter Vamplew:
Unsupervised Segmentation of Industrial Images Using Markov Random Field Model. EIAT/IETA 2008: 369-374 - [c41]Mofakharul Islam, Peter Vamplew, John Yearwood:
MRF Model Based Unsupervised Color Textured Image Segmentation Using Multidimensional Spatially Variant Finite Mixture Model. EIAT/IETA 2008: 375-380 - [c40]Bahadorreza Ofoghi, John Yearwood, Liping Ma:
The Impact of Semantic Class Identification and Semantic Role Labeling on Natural Language Answer Extraction. ECIR 2008: 430-437 - [c39]Xin Wen Wu, Paul Andrew Watters, John Yearwood:
New Traceability Codes and Identification Algorithm for Tracing Pirates. ISPA 2008: 719-724 - 2007
- [j12]John Yearwood, Andrew Stranieri:
Narrative-based Interactive Learning Environments from Modelling Reasoning. J. Educ. Technol. Soc. 10(3): 192-208 (2007) - [j11]Musa A. Mammadov, Alexander M. Rubinov, John Yearwood:
The study of drug-reaction relationships using global optimization techniques. Optim. Methods Softw. 22(1): 99-126 (2007) - [c38]Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Subhasis Mukherjee:
A fully Automated CAD system using Multi-category Feature Selection with Restricted Recombination. ACIS-ICIS 2007: 106-111 - [c37]Md. Shamsul Huda, John Yearwood, Ranadhir Ghosh:
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 2007: 438-443 - [c36]Wei Xie, Musa A. Mammadov, John Yearwood:
Using Links to Aid Web Classification. ACIS-ICIS 2007: 981-986 - [c35]Sol Hart, John Yearwood, Adil M. Bagirov:
Visual Tools for Analysing Evolution, Emergence, and Error in Data Streams. ACIS-ICIS 2007: 987-992 - [c34]Bahadorreza Ofoghi, John Yearwood, Liping Ma:
Two-Step Comprehensive Open Domain Text Annotation with Frame Semantics. ALTA 2007: 83-91 - [c33]John Yearwood:
An Interactive Knowledge-based Learning Environment for Transferring Health Knowledge. ACSW 2007: 207-207 - [c32]Deanna J. Osman, John Yearwood:
Opinion Search in Web Logs. ADC 2007: 133-139 - [c31]Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh:
A Within-Frame Ontological Extension on FrameNet: Application in Predicate Chain Analysis and Question Answering. Australian Conference on Artificial Intelligence 2007: 404-414 - [c30]Deanna J. Osman, John Yearwood, Peter Vamplew:
Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. AusDM 2007: 65-75 - [c29]Anthony Quinn, Andrew Stranieri, John Yearwood:
Classification for accuracy and insight: A weighted sum approach. AusDM 2007: 203-208 - [c28]Mofakharul Islam, John Yearwood, Peter Vamplew:
Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model. SCSS (1) 2007: 323-328 - [c27]Alyx Macfadyen, Andrew Stranieri, John Yearwood:
Dramatic flow in interactive 3D narrative. IE 2007: 13 - 2006
- [j10]John Yearwood, Andrew Stranieri:
The generic/actual argument model of practical reasoning. Decis. Support Syst. 41(2): 358-379 (2006) - [j9]Adil M. Bagirov, John Yearwood:
A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems. Eur. J. Oper. Res. 170(2): 578-596 (2006) - [j8]Ranadhir Ghosh, John Yearwood, Moumita Ghosh, Adil M. Bagirov:
A Hybrid Neural Learning Algorithm Using Evolutionary Learning and Derivative Free Local Search Method. Int. J. Neural Syst. 16(3): 201-214 (2006) - [c26]Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh:
A semantic approach to boost passage retrieval effectiveness for question answering. ACSC 2006: 95-101 - [c25]Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh:
A Semantic Method to Information Extraction for Decision Support Systems. AMCIS 2006: 190 - [c24]Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh:
A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources. Australian Conference on Artificial Intelligence 2006: 1276-1280 - [c23]Md. Shamsul Huda, Ranadhir Ghosh, John Yearwood:
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 2006: 416-430 - 2005
- [j7]Michelle O'Brian, John Yearwood:
Decisions Surrounding Adverse Drug Reaction Prescribing: Insights from Consumers and Implications for Decision Support. J. Res. Pract. Inf. Technol. 37(1) (2005) - [j6]Heping Pan, Chandima Tilakaratne, John Yearwood:
Predicting Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences. J. Res. Pract. Inf. Technol. 37(1) (2005) - [j5]Brent Ferguson, Ranadhir Ghosh, John Yearwood:
Modular Neural Network Design For The Problem Of Alphabetic Character Recognition. Int. J. Pattern Recognit. Artif. Intell. 19(2): 249-269 (2005) - [j4]Ranadhir Ghosh, Moumita Ghosh, John Yearwood:
A Fully Automated Breast Cancer Recognition System Using Discrete-Gradient Based Clustering and Multi Category Feature Selection. J. Adv. Comput. Intell. Intell. Informatics 9(3): 244-256 (2005) - [c22]Ranadhir Ghosh, John Yearwood, Moumita Ghosh, Adil M. Bagirov:
Fusion Strategies for Neural Learning Algorithms using Evolutionary and Discrete Gradient Approaches. Artificial Intelligence and Applications 2005: 761-766 - [c21]Sasha Ivkovic, G. Saunders, Ranadhir Ghosh, John Yearwood:
Using association and overlapping time window approach to detect drug reaction signals. CIMCA/IAWTIC 2005: 1045-1053 - [c20]Andrew Stranieri, John Yearwood:
The Integration of Narrative and Argumentation for a Scenario based Learning Environment in Law. ICAIL 2005: 232-233 - [c19]John Avery, John Yearwood:
A Formal Description of Ontology Change in OWL. ICITA (1) 2005: 238-243 - [c18]Alyx Macfadyen, Andrew Stranieri, John Yearwood:
Structured Reasoning to Support Deliberative Dialogue. KES (1) 2005: 283-289 - [c17]Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov:
Comparative Analysis of Genetic Algorithm, Simulated Annealing and Cutting Angle Method for Artificial Neural Networks. MLDM 2005: 62-70 - [c16]Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov:
Determining Regularization Parameters for Derivative Free Neural Learning. MLDM 2005: 71-79 - 2004
- [c15]Ranadhir Ghosh, Moumita Ghosh, John Yearwood:
A Modular Framework for Multi category feature selection in Digital mammography. ESANN 2004: 175-180 - [c14]Ranadhir Ghosh, Moumita Ghosh, John Yearwood:
An Evolutionary Neural Learning Algorithm for Offline Cursive Handwriting Words with Hamming Neural Network Lexicon. FLAIRS 2004: 646-651 - [c13]Brent Ferguson, Ranadhir Ghosh, John Yearwood:
An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network. IEA/AIE 2004: 97-106 - 2003
- [j3]Adil M. Bagirov, Brent Ferguson, Sasha Ivkovic, G. Saunders, John Yearwood:
New algorithms for multi-class cancer diagnosis using tumor gene expression signatures. Bioinform. 19(14): 1800-1807 (2003) - [c12]Heping Pan, Chandima Tilakaratne, John Yearwood:
Predicting the Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences. Australian Conference on Artificial Intelligence 2003: 327-338 - [c11]John Avery, John Yearwood:
DOWL: A Dynamic Ontology Language. ICWI 2003: 985-988 - [c10]Sasha Ivkovic, John Yearwood, Andrew Stranieri:
Visualizing Association Rules for feedback within the legal system. ICAIL 2003: 214-223 - [c9]Heather Mays, John Yearwood:
Are Schools of Education Failing the Tertiary Mathematics Sector? ITCC 2003: 110-114 - 2002
- [c8]John Yearwood, Andrew Stranieri:
Generic Arguments: a framework for supporting online deliberative discourse. ACIS 2002 - 2001
- [j2]Andrew Stranieri, John Zeleznikow, John Yearwood:
Argumentation structures that integrate dialectical and non-dialectical reasoning. Knowl. Eng. Rev. 16(4): 331-348 (2001) - [c7]Adil M. Bagirov, Alexander M. Rubinov, John Yearwood, Andrew Stranieri:
A Global Optimization Approach to Classification in Medical Diagnosis and Prognosis. HICSS 2001 - [c6]Musa A. Mamedov, John Yearwood:
An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative. HIS 2001: 223-235 - [c5]John Avery, John Yearwood, Andrew Stranieri:
An Argumentation-Based Multi-Agent System for eTourism Dialogue. HIS 2001: 497-512 - [c4]Tunde Meikle, John Yearwood:
System development a la MODDE. ICAIL 2001: 99-103 - [c3]Andrew Stranieri, John Yearwood, John Zeleznikow:
Tools for placing legal decision support systems on the world wide web. ICAIL 2001: 206-214
1990 – 1999
- 1999
- [c2]John Yearwood, Andrew Stranieri:
The integration of retrieval, reasoning and drafting for refugee law: a third generation legal knowledge based system. ICAIL 1999: 117-125 - 1998
- [c1]Richard Hall, Binh Pham, John Yearwood:
Adaptive Simulation: An Implementation Framework. SEAL 1998: 438-445 - 1997
- [j1]John Yearwood, Ross Wilkinson:
Retrieving cases for treatment advice in nursing using text representation and structured text retrieval. Artif. Intell. Medicine 9(1): 79-99 (1997)
Coauthor Index
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