Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. Melbourne, VIC IEEE Computer Society, Conference Publishing Services (CPS); 2012. Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare.
Hits: 7702
Visitors: 7491
Downloads: 0
Huda, Shamsul, Yearwood, John, Borland, Ron. Melbourne, VIC; 2010. Cluster based rule discovery model for enhancement of government's tobacco control strategy.
Hits: 4562
Visitors: 4759
Downloads: 290
Macfadyen, Alyx, Stranieri, Andrew, Yearwood, John. Perth : Murdoch University; 2006. An interaction framework for scenario-based three dimensional environments.
Quinn, Anthony, Stranieri, Andrew, Yearwood, John, Hafen, Gaudenz. Wellington, New Zealand : Conferences in Research and Practice in Information Technology - CRPIT; 2009. A classification algorithm that derives weighted sum scores for insight into disease.
Hits: 7418
Visitors: 7216
Downloads: 187
Yearwood, John, Stranieri, Andrew. Melbourne : Victoria University; 2002. Generic arguments : A framework for supporting online deliberative discourse.
Hits: 2632
Visitors: 2712
Downloads: 193
Meikle, Tunde, Yearwood, John. St. Louis, Missouri, USA : ACM; 2001. System development a la MODDE.
Hits: 2205
Visitors: 2145
Downloads: 2
Kelarev, Andrei, Yearwood, John, Vamplew, Peter, Abawajy, Jemal, Chowdhury, Morshed. ; 2011. Optimization and matrix constructions for classification of data.
Hits: 6842
Visitors: 6851
Downloads: 179
Mammadov, Musa, Saunders, Gary, Yearwood, John. Online Blackwell Publishing; 2004. A fuzzy derivative approach to classification of outcomes from the ADRAC database.
Hits: 5087
Visitors: 4927
Downloads: 1
Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Derivative-free optimization and neural networks for robust regression. 2012.
Ivkovic, Sasha, Yearwood, John, Ghosh, Ranadhir. Gold Coast, Queensland : Australian National University; 2004. The automated identification and description of clusters for categorical data using conditional probabilities.
Hits: 1271
Visitors: 1236
Downloads: 0
Zhao, Lei, Mammadov, Musa, Yearwood, John. IOS Press; 2014. A new loss function for robust classification.
Hits: 10159
Visitors: 9554
Downloads: 0
Mammadov, Musa, Rubinov, Alex, Yearwood, John. Taylor & Francis; 2007. The study of drug-reaction relationships using global optimization techniques.
Hits: 5434
Visitors: 5305
Downloads: 0
Ghosh, Ranadhir, Ghosh, Moumita, Yearwood, John. Gurgaon, India : The Information Institute; 2005. A CAD system using clustering and novel feature extraction technique.
Hits: 2590
Visitors: 2468
Downloads: 0
Kelarev, Andrei, Yearwood, John, Mammadov, Musa. Springer; 2009. A formula for multiple classifiers in data mining based on Brandt semigroups.
Hits: 4064
Visitors: 4538
Downloads: 503
Turville, Kylie, Firmin, Sally, Yearwood, John, Miller, Charlynn. Brisbane; 2010. Understanding victims of identity theft: A grounded theory approach.
Hits: 6145
Visitors: 6308
Downloads: 345
Yearwood, John, Miah, Md Waliur Rahman, Kulkarni, Siddhivinayak. Canberra, Australia Australasian Language Technology Association; 2011. Detection of child exploiting chatsfrom a mixed chat dataset as a text classification task.
Hits: 872
Visitors: 839
Downloads: 0
Yearwood, John, Stranieri, Andrew, Osman, Deanna. Edinburgh, Scotland :; 2008. A web-based Narrative construction environment.
Hits: 3730
Visitors: 3928
Downloads: 170
Mammadov, Musa, Rubinov, Alex, Yearwood, John. ; 2005. Dynamical systems described by relational elasticities with applications to global optimization.
Hits: 1651
Visitors: 1716
Downloads: 0
Islam, Mofakharul, Yearwood, John, Vamplew, Peter. Springer Netherlands; 2008. Unsupervised color textured image segmentation using cluster ensembles and MRF mdel.
Hits: 1058
Visitors: 1037
Downloads: 4
Yearwood, John. Australian Computer Society; 2010. Editorial.
Hits: 803
Visitors: 766
Downloads: 0
Quinn, Anthony, Stranieri, Andrew, Yearwood, John, Hafen, Gaudenz. ; 2008. AWSum - Data mining for insight.
Hits: 2872
Visitors: 2745
Downloads: 0
Kelarev, Andrei, Yearwood, John, Vamplew, Peter. A polynomial ring construction for the classification of data. 2009.
Hits: 2801
Visitors: 3120
Downloads: 331
Huda, Shamsul, Yearwood, John, Togneri, Roberto. IEEE; 2009. A constraint-based evolutionary learning approach to the expectation maximization for optimal estimation of the hidden Markov model for speech signal modeling.
Hits: 12936
Visitors: 13304
Downloads: 569
Ferguson, Brent, Ghosh, Ranadhir, Yearwood, John. Nottingham, United Kingdom : Nottingham Trent University; 2004. Task decomposition for the problem of alphabetic character recognition.
Hits: 2418
Visitors: 2294
Downloads: 0
Islam, Mofakharul, Watters, Paul, Yearwood, John, Hussain, Mazher, Swarna, Lubaba. Bridgeport, CT Springer New York; 2013. Illicit image detection using erotic pose estimation based on kinematic constraints.
Hits: 7709
Visitors: 8589
Downloads: 331
Hafen, Gaudenz, Hurst, Cameron, Yearwood, John, Smith, Julie, Dzalilov, Zari, Robinson, P. J.. BioMed Central; 2008. A new scoring system in Cystic Fibrosis : Statistical tools for database analysis - A preliminary report.
Hits: 4689
Visitors: 4726
Downloads: 317
Yearwood, John, Kang, Byeongho, Kelarev, Andrei. Hanoi, Vietnam Pacific Rim International Conferences on Artificial Intelligence (PRICAI) & University of Tasmania; 2008. Experimental investigation of clasification algorithms for ITS dataset.
Hits: 1772
Visitors: 1759
Downloads: 3
Yearwood, John, Stranieri, Andrew. IGI Global Publishers; 2011. A reasoning community perspective on deliberate democracy.
Hits: 1935
Visitors: 2028
Downloads: 14
Webb, Dean, Yearwood, John, Vamplew, Peter, Ma, Liping, Ofoghi, Bahadorreza, Kelarev, Andrei. University of Melbourne, Melbourne, Victoria :; 2009. Applying clustering and ensemble clustering approaches to phishing profiling.
Hits: 4638
Visitors: 4578
Downloads: 136
Ghosh, Ranadhir, Ghosh, Moumita, Yearwood, John. Orlando, FL International Institute of Informatics and Systems; 2005. Parallel selection of multi-category features for online handwritten character recognition.
Hits: 1001
Visitors: 928
Downloads: 0
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Application of rank correlation, clustering and classification in information security. 2012.
Hits: 26463
Visitors: 26418
Downloads: 425
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Deakin University Burwood Campus Melbourne; 2011. An application of novel clustering technique for information security.
Hits: 3024
Visitors: 2953
Downloads: 3
Kelarev, Andrei, Yearwood, John, Watters, Paul, Wu, Xinwen, Abawajy, Jemal, Pan, L.. Springer; 2010. Internet security applications of the Munn rings.
Hits: 8052
Visitors: 8349
Downloads: 284
Bagirov, Adil, Barton, Andrew, Mala-Jetmarova, Helena, Al Nuaimat, Alia, Ahmed, S. T., Sultanova, Nargiz, Yearwood, John. An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling. 2013.
Hits: 122113
Visitors: 122201
Downloads: 2
Yearwood, John, Stranieri, Andrew. IGI; 2011. Technologies for supporting reasoning communities and collaborative decision making: Cooperative approaches.
Hits: 1025
Visitors: 1037
Downloads: 4
Sun, Zhaohao, Finnie, Gavin, Yearwood, John. Business Science Reference; 2011. Case based web services.
Hits: 1111
Visitors: 1045
Downloads: 1
Wu, Xinwen, Watters, Paul, Yearwood, John. Sydney, New South Wales : IEEE; 2008. New traceability codes and identification algorithm for tracing pirates.
Hits: 2620
Visitors: 2879
Downloads: 321
Kelarev, Andrei, Ryan, Joe, Yearwood, John. Cayley graphs as classifiers for data mining : The influence of asymmetries. 2009.
Hits: 2697
Visitors: 3252
Downloads: 610
Sukhorukova, Nadezda, Ugon, Julien, Yearwood, John. Taylor & Francis; 2009. Workload coverage through nonsmooth optimization.
Hits: 3351
Visitors: 3292
Downloads: 0
Osman, Deanna, Yearwood, John, Vamplew, Peter. ; 2010. Automated opinion detection : Implications of the level of agreement between human raters.
Hits: 3528
Visitors: 3412
Downloads: 1
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Hershey IGI Global; 2012. Machine learning algorithms for analysis of DNA data sets.
Hits: 2078
Visitors: 2009
Downloads: 3
Mays, Heather, Yearwood, John. Las Vegas, USA : IEEE Computer Society; 2003. Are schools of education failing the tertiary mathematics sector?.
Hits: 1665
Visitors: 1999
Downloads: 371
Huda, Shamsul, Abawajy, Jemal, Alazab, Mamoun, Abdollahian, Mali, Islam, Rafiqul, Yearwood, John. ; 2016. Hybrids of support vector machine wrapper and filter based framework for malware detection.
Hits: 4549
Visitors: 4117
Downloads: 1
Macfadyen, Alyx, Stranieri, Andrew, Yearwood, John. RMIT University, Melbourne, Victoria : School of Creative Media, RMIT University; 2007. Dramatic flow in interactive 3D narrative.
Hits: 3409
Visitors: 3628
Downloads: 249
Kelarev, Andrei, Watters, Paul, Yearwood, John. Australian Mathematical Society; 2009. Rees matrix constructions for clustering of data.
Hits: 2863
Visitors: 3177
Downloads: 319
Quinn, Anthony, Stranieri, Andrew, Yearwood, John. Gold Coast, Queensland, Victoria : Australian Computer Society; 2007. Classification for accuracy and insight : A weighted sum approach.
Hits: 4072
Visitors: 4141
Downloads: 197
Mammadov, Musa, Yearwood, John. Ballarat, Victoria : University of Ballarat; 2004. Relationships between different Australian interest rate swap markets.
Hits: 1077
Visitors: 1099
Downloads: 0
Zhang, Jiapu, Gao, David, Yearwood, John. A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling. 2011.
Hits: 3217
Visitors: 3119
Downloads: 0
Yearwood, John, Stranieri, Andrew. Melbourne : Health Informatics Society of Australia; 2005. A scenario-based learning environment for critical care nursing.
Hits: 1895
Visitors: 1814
Downloads: 1
Sun, Zhaohao, Dong, Dong, Yearwood, John. Hershey, PA IGI Global; 2011. Demand driven web services.
Hits: 1082
Visitors: 1059
Downloads: 0
Dazeley, Richard, Yearwood, John, Kang, Byeongho, Kelarev, Andrei. Daegu Springer-Verlag; 2010. Consensus clustering and supervised classification for profiling phishing emails in internet commerce security.
Hits: 19951
Visitors: 20167
Downloads: 617
Ghosh, Ranadhir, Huda, Shamsul, Yearwood, John. Sydney : University of Technology; 2005. 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.
Hits: 2448
Visitors: 2373
Downloads: 0
O'Brien, Michelle, Yearwood, John. Sydney : Health Informatics Society of Australia Ltd (HISA) and Royal Aust College of General Practioners; 2003. Insights into consumer decisions surrounding adverse drug reactions : Some preliminary results.
Hits: 775
Visitors: 753
Downloads: 0
Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John. Perth : Curtin University of Technology; 2003. Analysis of the Australian credit database.
Hits: 2339
Visitors: 2289
Downloads: 0
Yearwood, John, Stranieri, Andrew. Deliberative discourse and reasoning from generic argument structures. 2009.
Hits: 1162
Visitors: 1099
Downloads: 1
Liping, Ma, Yearwood, John, Watters, Paul. Tacoma, Washington : IEEE; 2009. Establishing phishing provenance using orthographic features.
Hits: 3339
Visitors: 3874
Downloads: 578
O'Brien, Michelle, Yearwood, John. ; 2005. Decisions surrounding adverse drug reaction prescribing : Insights from consumers and implications for decision support.
Hits: 3647
Visitors: 3599
Downloads: 106
Huda, Shamsul, Yearwood, John, Borland, Ron. Taipei, Taiwan; 2010. Smokers' characteristics and cluster based quitting rule discovery model for enhancement of government's tobacco control systems.
Hits: 1798
Visitors: 1799
Downloads: 48
Ofoghi, Bahadorreza, Yearwood, John. Adelaide, SA Springer; 2010. Learning parse-free event-based features for textual entailment recognition.
Hits: 2975
Visitors: 2596
Downloads: 0
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Optimization methods and the k-committees algorithm for clustering of sequence data. 2009.
Hits: 1722
Visitors: 1701
Downloads: 2
Sun, Zhaohao, Yearwood, John. IGI Global; 2014. A theoretical foundation of demand driven web services.
Hits: 1577
Visitors: 1435
Downloads: 0
Ivkovic, Sasha, Yearwood, John, Stranieri, Andrew. United Kingdom Carfax Publishing - Taylor & Francis Group; 2002. Discovering interesting association rules from legal databases.
Hits: 2701
Visitors: 2917
Downloads: 313
Mukherjee, Subhasis, Yearwood, John, Vamplew, Peter, Huda, Shamsul. Sydney, NSW IEEE; 2011. Reinforcement learning approach to AIBO robot's decision making process in Robosoccer's goal keeper problem.
Hits: 2237
Visitors: 2154
Downloads: 1
Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. ; 2012. A comparison of machine learning algorithms for multilabel classification of CAN.
Hits: 5573
Visitors: 5523
Downloads: 209
Sun, Zhaohao, Firmin, Sally, Yearwood, John. Geelong, VIC; 2012. Integrating online social networks with e-Commerce : A CBR approach.
Hits: 6902
Visitors: 6658
Downloads: 125
Stranieri, Andrew, Yearwood, John. Bologna, Italy : The Association for Computing Machinery (ACM); 2005. The integration of narrative and argumentation for a scenario-based learning environment in law.
Hits: 2468
Visitors: 2412
Downloads: 1
O'Brien, Michelle, Yearwood, John. Brisbane : Health Informatics Society of Australia Ltd.; 2004. Risk : Drug therapy versus adverse drug reaction. A case study approach with consumer, medical and expert views.
Hits: 962
Visitors: 946
Downloads: 1
Bagirov, Adil, Rubinov, Alex, Yearwood, John, Stranieri, Andrew. Maui, Hawaii, USA : IEEE; 2001. A global optimisation approach to classification in medical diagnosis and prognosis.
Hits: 9492
Visitors: 9648
Downloads: 385
Stranieri, Andrew, Yearwood, John. Swets & Zeitlinger; 2008. Enhancing learning outcomes with an interactive knowledge-based learning environment providing narrative feedback.
Hits: 1556
Visitors: 1539
Downloads: 0
Ferguson, Brent, Ghosh, Ranadhir, Yearwood, John. Ballarat, Victoria : University of Ballarat; 2004. Designing a decision module for modular artificial neural networks.
Hits: 2221
Visitors: 2141
Downloads: 0
Yearwood, John, Stranieri, Andrew. Melbourne, Victoria James Nicholas Publishers; 2008. A study of the use of structured reasoning frameworks for improving students' reasoning quality.
Hits: 1288
Visitors: 1277
Downloads: 0
Jagodic, Jana, Courvisanos, Jerry, Yearwood, John. e-Content Management; 2009. The processes of ICT diffusion in technology projects.
Hits: 3300
Visitors: 3137
Downloads: 235
Ofoghi, Bahadorreza, Yearwood, John. Sydney, New South Wales : ALTA; 2009. From lexical entailment to recognizing textual entailment using linguistic resources.
Hits: 1134
Visitors: 1260
Downloads: 176
Huda, Shamsul, Ghosh, Ranadhir, Yearwood, John. Leipzig, Germany : Springer; 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.
Hits: 2338
Visitors: 2200
Downloads: 0
Hart, Sol, Yearwood, John, Bagirov, Adil. Melbourne, Victoria : IEEE; 2007. Visual tools for analysing evolution, emergence, and error in data streams.
Hits: 10402
Visitors: 10631
Downloads: 375
Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John. London UK Blackwell Publishing; 2003. An algorithm for clustering based on non-smooth optimization techniques.
Hits: 5762
Visitors: 5701
Downloads: 1
Miah, Md Waliur Rahman, Yearwood, John, Kulkarni, Siddhivinayak. Wiley-Blackwell; 2015. Constructing an inter-post similarity measure to differentiate the psychological stages in offensive chats.
Hits: 2168
Visitors: 2015
Downloads: 0
Stranieri, Andrew, Yearwood, John, Afshar, Faye. Ballarat, Victoria Monash University; 2008. Toward computer mediated elicitation of a community's core values for sustainable decision making.
Hits: 1245
Visitors: 1372
Downloads: 171
Osman, Deanna, Yearwood, John, Vamplew, Peter. Emerald; 2009. Weblogs for market research : Finding more relevant opinion documents using system fusion.
Hits: 2710
Visitors: 2615
Downloads: 1
Stranieri, Andrew, Yearwood, John. IGI Global Publishers; 2011. A case for the re-use of community reasoning.
Hits: 2349
Visitors: 2419
Downloads: 19
Ghosh, Moumita, Ghosh, Ranadhir, Yearwood, John. Miami Beach, USA : AAAI; 2004. An evolutionary neural learning algorithm for offline cursive handwriting words with hamming network lexicon.
Hits: 1108
Visitors: 1071
Downloads: 0
Abawajy, Jemal, Kelarev, Andrei, Yearwood, John, Turville, Christopher. A data mining application of the incidence semirings. 2013.
Hits: 10532
Visitors: 10038
Downloads: 0
Ghosh, Ranadhir, Mammadov, Musa, Ghosh, Moumita, Yearwood, John. Ballarat, Victoria : University of Ballarat; 2004. Two level clustering using SOM and dynamical systems.
Hits: 1654
Visitors: 1616
Downloads: 0
Islam, Mofakharul, Yearwood, John, Vamplew, Peter. Online Conference Springer; 2009. Unsupervised segmentation of Industrial Images using Markov Random Field Model.
Hits: 1757
Visitors: 1728
Downloads: 0
Yearwood, John, Mammadov, Musa, Banerjee, Arunava. Odense : IEEE; 2010. Profiling phishing emails based on hyperlink information.
Hits: 2439
Visitors: 2992
Downloads: 640
Quinn, Anthony, Jelinek, Herbert, Stranieri, Andrew, Yearwood, John. Sydney, New South Wales : IEEE; 2008. AWSum - applying data mining in a health care scenario.
Hits: 5903
Visitors: 6066
Downloads: 347
Ghosh, Ranadhir, Ghosh, Moumita, Yearwood, John. Yokahama, Japan : Tokyo Institute of Technology; 2004. A hybrid evolutionary algorithm for multi category feature selection in breast cancer recognition.
Hits: 1994
Visitors: 1895
Downloads: 0
Osman, Deanna, Yearwood, John, Vamplew, Peter. Gold Coast, Queensland, Victoria : Australian Computer Society; 2007. Using corpus analysis to inform research into opinion detection in blogs.
Hits: 4437
Visitors: 4575
Downloads: 160
Avery, John, Yearwood, John. Algarve, Portugal : IADIS; 2003. DOWL : A dynamic ontology language.
Hits: 1204
Visitors: 1344
Downloads: 128
Yearwood, John, Stranieri, Andrew. Hershey IGI Global; 2012. Approaches for community decision making and collective reasoning: Knowledge technology support.
Hits: 1160
Visitors: 1152
Downloads: 3
Osman, Deanna, Yearwood, John. Ballarat, Victoria : Australian Computer Society; 2007. Opinion search in web logs.
Hits: 1944
Visitors: 2128
Downloads: 246
Bagirov, Adil, Barton, Andrew, Mala-Jetmarova, Helena, Al Nuaimat, Alia, Ahmed, S. T., Sultanova, Nargiz, Yearwood, John. A novel approach to optimal pump scheduling in water distribution systems. 2012.
Hits: 19017
Visitors: 18674
Downloads: 6
Ferguson, Brent, Ghosh, Ranadhir, Yearwood, John. ; 2005. Modular neural network design for the problem of alphabetic character recognition.
Hits: 3998
Visitors: 3836
Downloads: 0
Pan, Heping, Tilakaratne, Chandima, Yearwood, John. Melbourne : University of Ballarat; 2004. Intermarket influence analysis using asymmetrical dependence test and an application for Australia and G7 industrial countries.
Hits: 1350
Visitors: 1323
Downloads: 0
Sharma, Vishakha, Stranieri, Andrew, Burstein, Frada, Warren, Jim, Daly, Sharon, Patterson, Louise, Yearwood, John, Wolff, Alan. Taylor and Francis Ltd.; 2016. Group decision making in health care : A case study of multidisciplinary meetings.
Hits: 11725
Visitors: 11029
Downloads: 709
Ofoghi, Bahadorreza, Yearwood, John, Ma, Liping. Glasgow, UK : Springer; 2008. The impact of semantic class identification and semantic role labeling on natural language answer extraction.
Hits: 3188
Visitors: 3064
Downloads: 1
Saunders, Gary, Ivkovic, Sasha, Ghosh, Ranadhir, Yearwood, John. ; 2005. Applying anatomical therapeutic chemical (ATC) and critical term ontologies to Australian drug safety data for association rules and adverse event signalling.