John Yearwood

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. Mathematical and Computer Modelling 57(3-4): 873-886 (2013)

Sattar Seifollahi, John Yearwood, Bahadorreza Ofoghi: Novel weighting in single hidden layer feedforward neural networks for data classification. Computers & Mathematics with Applications 64(2): 128-136 (2012)

Rosemary Torney, Peter Vamplew, John Yearwood: Using psycholinguistic features for profiling first language of authors. JASIST 63(6): 1256-1269 (2012)

Gleb Beliakov, John Yearwood, Andrei Kelarev: Application of Rank Correlation, Clustering and Classification in Information Security. JNW 7(6): 935-945 (2012)

John Yearwood, Musa A. Mammadov, Dean Webb: Profiling phishing activity based on hyperlinks extracted from phishing emails. Social Netw. Analys. Mining 2(1): 5-16 (2012)

Andrei 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

Andrei 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

Mofakharul Islam, Paul Andrew Watters, John Yearwood: Real-time detection of children's skin on social networking sites using Markov random field modelling. Inf. Sec. Techn. Report 16(2): 51-58 (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: 43-52

Mofakharul Islam, Paul Andrew Watters, John Yearwood: Child face detection using age specific luminance invariant geometric descriptor. ICSIPA 2011: 34-39

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

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

Jiapu Zhang, David Y. Gao, John Yearwood: A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling. CoRR abs/1107.4104 (2011)

Gleb Beliakov, Andrei Kelarev, John Yearwood: Robust artificial neural networks and outlier detection. Technical report. CoRR abs/1110.0169 (2011)

John Yearwood: Editorial. Journal of Research and Practice in Information Technology 42(1): 1 (2010)

John Yearwood: Editorial. Journal of Research and Practice in Information Technology 42(2): 77-78 (2010)

John Yearwood: Editorial. Journal of Research and Practice in Information Technology 42(3): 169-170 (2010)

John Yearwood: Editorial. Journal of Research and Practice in Information Technology 42(4): 241-242 (2010)

Deanna J. Osman, John Yearwood, Peter Vamplew: Automated opinion detection: Implications of the level of agreement between human raters. Inf. Process. Manage. 46(3): 331-342 (2010)

John Yearwood, Musa A. Mammadov, Arunava Banerjee: Profiling Phishing Emails Based on Hyperlink Information. ASONAM 2010: 120-127

Musa A. Mammadov, John Yearwood, Lei Zhao: A New Supervised Term Ranking Method for Text Categorization. Australasian Conference on Artificial Intelligence 2010: 102-111

Bahadorreza Ofoghi, John Yearwood: Learning Parse-Free Event-Based Features for Textual Entailment Recognition. Australasian Conference on Artificial Intelligence 2010: 184-193

Lei Zhao, Musa A. Mammadov, John Yearwood: From Convex to Nonconvex: A Loss Function Analysis for Binary Classification. ICDM Workshops 2010: 1281-1288

Lifang Zi, John Yearwood, Xin Wen Wu: Adaptive Clustering with Feature Ranking for DDoS Attacks Detection. NSS 2010: 281-286

Md. Shamsul Huda, John Yearwood, Ron Borland: Cluster Based Rule Discovery Model for Enhancement of Government's Tobacco Control Strategy. NSS 2010: 383-390

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

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

Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei Kelarev: Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security. PKAW 2010: 235-246

John Yearwood, Andrew Stranieri: Deliberative discourse and reasoning from generic argument structures. AI Soc. 23(3): 353-377 (2009)

Andrei Kelarev, Joe Ryan, John Yearwood: Cayley graphs as classifiers for data mining: The influence of asymmetries. Discrete Mathematics 309(17): 5360-5369 (2009)

Bahadorreza Ofoghi, John Yearwood, Liping Ma: The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing. JASIST 60(2): 247-263 (2009)

Deanna J. Osman, John Yearwood, Peter Vamplew: Weblogs for market research: finding more relevant opinion documents using system fusion. Online Information Review 33(5): 873-888 (2009)

Md. Shamsul Huda, John Yearwood, Roberto Togneri: A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model. Pattern Recognition Letters 30(14): 1301-1309 (2009)

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 Transactions on Systems, Man, and Cybernetics, Part B 39(1): 182-197 (2009)

Bahadorreza Ofoghi, John Yearwood: Can Shallow Semantic Class Information Help Answer Passage Retrieval? Australasian Conference on Artificial Intelligence 2009: 587-596

John Yearwood, Byeong Ho Kang, A. V. Kelarev: Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset. FGIT 2009: 308-316

Faezeh Afshar, Andrew Stranieri, John Yearwood: Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making. NGITS 2009: 158-168

Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen, Herbert F. Jelinek: AWSum-Combining Classification with Knowledge Aquisition. Int. J. Software and Informatics 2(2): 199-214 (2008)

Andrew Stranieri, John Yearwood: Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback. Interactive Learning Environments 16(3): 265-281 (2008)

Gaudenz Hafen, C. 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 Med. Inf. & Decision Making 8: 44 (2008)

Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen: AWSum - Data Mining for Insight. ADMA 2008: 524-531

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

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

Mofakharul Islam, John Yearwood, Peter Vamplew: Unsupervised Segmentation of Industrial Images Using Markov Random Field Model. EIAT/IETA 2008: 369-374

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

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

Xin Wen Wu, Paul Andrew Watters, John Yearwood: New Traceability Codes and Identification Algorithm for Tracing Pirates. ISPA 2008: 719-724

John Yearwood, Andrew Stranieri: Narrative-based Interactive Learning Environments from Modelling Reasoning. Educational Technology & Society 10(3): 192-208 (2007)

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

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

Wei Xie, Musa A. Mammadov, John Yearwood: Using Links to Aid Web Classification. ACIS-ICIS 2007: 981-986

Sol Hart, John Yearwood, Adil M. Bagirov: Visual Tools for Analysing Evolution, Emergence, and Error in Data Streams. ACIS-ICIS 2007: 987-992

John Yearwood: An Interactive Knowledge-based Learning Environment for Transferring Health Knowledge. ACSW Frontiers 2007: 207-207

Deanna J. Osman, John Yearwood: Opinion Search in Web Logs. ADC 2007: 133-139

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

Deanna J. Osman, John Yearwood, Peter Vamplew: Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. AusDM 2007: 65-75

Anthony Quinn, Andrew Stranieri, John Yearwood: Classification for accuracy and insight: A weighted sum approach. AusDM 2007: 203-208

Mofakharul Islam, John Yearwood, Peter Vamplew: Unsupervised Color Textured Image Segmentation Using Cluster Ensembles and MRF Model. SCSS (1) 2007: 323-328

Alyx Macfadyen, Andrew Stranieri, John Yearwood: Dramatic flow in interactive 3D narrative. IE 2007: 13

John Yearwood, Andrew Stranieri: The generic/actual argument model of practical reasoning. Decision Support Systems 41(2): 358-379 (2006)

Adil M. Bagirov, John Yearwood: A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems. European Journal of Operational Research 170(2): 578-596 (2006)

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)

Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh: A semantic approach to boost passage retrieval effectiveness for question answering. ACSC 2006: 95-101

Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh: A Semantic Method to Information Extraction for Decision Support Systems. AMCIS 2006: 190

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

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. Industrial Conference on Data Mining 2006: 416-430

Michelle O'Brian, John Yearwood: Decisions Surrounding Adverse Drug Reaction Prescribing: Insights from Consumers and Implications for Decision Support. Journal of Research and Practice in Information Technology 37(1) (2005)

Heping Pan, Chandima Tilakaratne, John Yearwood: Predicting Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences. Journal of Research and Practice in Information Technology 37(1) (2005)

Brent Ferguson, Ranadhir Ghosh, John Yearwood: Modular Neural Network Design For The Problem Of Alphabetic Character Recognition. IJPRAI 19(2): 249-269 (2005)

Ranadhir Ghosh, Moumita Ghosh, John Yearwood: A Fully Automated Breast Cancer Recognition System Using Discrete-Gradient Based Clustering and Multi Category Feature Selection. JACIII 9(3): 244-256 (2005)

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

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

Andrew Stranieri, John Yearwood: The Integration of Narrative and Argumentation for a Scenario based Learning Environment in Law. ICAIL 2005: 232-233

John Avery, John Yearwood: A Formal Description of Ontology Change in OWL. ICITA (1) 2005: 238-243

Alyx Macfadyen, Andrew Stranieri, John Yearwood: Structured Reasoning to Support Deliberative Dialogue. KES (1) 2005: 283-289

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

Ranadhir Ghosh, Moumita Ghosh, John Yearwood, Adil M. Bagirov: Determining Regularization Parameters for Derivative Free Neural Learning. MLDM 2005: 71-79

Ranadhir Ghosh, Moumita Ghosh, John Yearwood: A Modular Framework for Multi category feature selection in Digital mammography. ESANN 2004: 175-180

Ranadhir Ghosh, Moumita Ghosh, John Yearwood: An Evolutionary Neural Learning Algorithm for Offline Cursive Handwriting Words with Hamming Neural Network Lexicon. FLAIRS Conference 2004: 646-651

Brent Ferguson, Ranadhir Ghosh, John Yearwood: An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network. IEA/AIE 2004: 97-106

Adil M. Bagirov, Brent Ferguson, Sasha Ivkovic, G. Saunders, John Yearwood: New algorithms for multi-class cancer diagnosis using tumor gene expression signatures. Bioinformatics 19(14): 1800-1807 (2003)

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

John Avery, John Yearwood: DOWL: A Dynamic Ontology Language. ICWI 2003: 985-988

Sasha Ivkovic, John Yearwood, Andrew Stranieri: Visualizing Association Rules for feedback within the legal system. ICAIL 2003: 214-223

Heather Mays, John Yearwood: Are Schools of Education Failing the Tertiary Mathematics Sector? ITCC 2003: 110-114

Adil M. Bagirov, Alex Rubinov, John Yearwood, Andrew Stranieri: A Global Optimization Approach to Classification in Medical Diagnosis and Prognosis. HICSS 2001

Musa A. Mamedov, John Yearwood: An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative. HIS 2001: 223-235

John Avery, John Yearwood, Andrew Stranieri: An Argumentation-Based Multi-Agent System for eTourism Dialogue. HIS 2001: 497-512

Tunde Meikle, John Yearwood: System development a la MODDE. ICAIL 2001: 99-103

Andrew Stranieri, John Yearwood, John Zeleznikow: Tools for placing legal decision support systems on the world wide web. ICAIL 2001: 206-214

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

Richard Hall, Binh Pham, John Yearwood: Adaptive Simulation: An Implementation Framework. SEAL 1998: 438-445

John Yearwood, R. Wilkinson: Retrieving cases for treatment advice in nursing using text representation and structured text retrieval. Artificial Intelligence in Medicine 9(1): 79-99 (1997)