Objects
Abawajy, Jemal, Kelarev, Andrei, Stranieri, Andrew, Jelinek, Herbert. Sydney, Australia CEUR Workshop Proceedings; 2012. Empirical investigation of multi-tier ensembles for the detection of cardiac autonomic neuropathy using subsets of the Ewing features.
Kelarev, Andrei, Stranieri, Andrew, Abawajy, Jemal, Yearwood, John, Jelinek, Herbert. Conferences in Research and Practice in Information Technology; 2012. Improving classifications for cardiac autonomic neuropathy using multi-level ensemble classifiers and feature selection based on random forest.
Jelinek, Herbert, Kelarev, Andrei, Stranieri, Andrew, Yearwood, John. ; 2012. Rule-based classifiers and meta classifiers for identification of cardiac autonomic neuropathy progression.
Kelarev, Andrei. ; 2008. An Algorithm for BCH Codes extended with finite state automata.
Zi, Lifang, Yearwood, John, Kelarev, Andrei. Deakin University; 2010. An application of consensus clustering for DDoS attacks detection.
Abawajy, Jemal, Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Melbourne, Vic School of Information Systems, Deakin University; 2012. Performance evaluation of multi-tier ensemble classifiers for phishing websites.
Kelarev, Andrei. ; 2008. An algorithm for BCH codes extended with finite state automata.
Kelarev, Andrei, Abawajy, Jemal, Stranieri, Andrew, Jelinek, Herbert. ; 2013. Empirical investigation of decision tree ensembles for monitoring cardiac complications of diabetes.
Kelarev, Andrei, Yearwood, John, Watters, Paul, Wu, Xinwen, Ma, Liping, Abawajy, Jemal, Pan, L.. ; 2011. A Grobner-Shirshov Algorithm for Applications in Internet Security.
Miller, Mirka, Kelarev, Andrei, Sokratova, Olga. ; 2005. Languages recognized by two-sided automata of graphs.
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.
Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. ; 2012. A comparison of machine learning algorithms for multilabel classification of CAN.
Kelarev, Andrei, Yearwood, John, Watters, Paul. ; 2011. Optimization of classifiers for data mining based on combinatorial semigroups.
Kelarev, Andrei, Passman, D.S.. Rhode Island, U.S.A. American Mathematical Society; 2008. A description of incidence rings of group automata.
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.
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.
Kelarev, Andrei, Yearwood, John, Vamplew, Peter, Abawajy, Jemal, Chowdhury, Morshed. ; 2011. Optimization and matrix constructions for classification of data.
Kelarev, Andrei, Ryan, Joe, Yearwood, John. Charles Babbage Research Centre; 2009. An algorithm for the optimization of multiple classifers in data mining based on graphs.
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Deakin University Burwood Campus Melbourne; 2011. An application of novel clustering technique for information security.
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Optimization methods and the k-committees algorithm for clustering of sequence data. 2009.
Kelarev, Andrei, Yearwood, John, Mammadov, Musa. Springer; 2009. A formula for multiple classifiers in data mining based on Brandt semigroups.
Dazeley, Richard, Kelarev, Andrei, Yearwood, John, Mammadov, Musa. Optimization of multiple classifiers in data mining based on string rewriting systems. 2009.
Abawajy, Jemal, Kelarev, Andrei, Yearwood, John, Turville, Christopher. A data mining application of the incidence semirings. 2013.
Kelarev, Andrei, Ryan, Joe, Yearwood, John. Cayley graphs as classifiers for data mining : The influence of asymmetries. 2009.
Kelarev, Andrei, Yearwood, John, Vamplew, Peter. A polynomial ring construction for the classification of data. 2009.
Kelarev, Andrei, Yearwood, John, Watters, Paul. Internet security applications of Grobner-Shirvov bases. 2010.
Abawajy, Jemal, Kelarev, Andrei. Classification systems based on combinatorial semigroups. 2013.
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Application of rank correlation, clustering and classification in information security. 2012.
Vamplew, Peter, Dazeley, Richard, Barker, Ewan, Kelarev, Andrei. Heidelberg, Germany Springer; 2009. Constructing stochastic mixture policies for episodic multiobjective reinforcement learning tasks.
Gao, David, Kelarev, Andrei, Yearwood, John. Optimization of matrix semirings for classification systems. 2011.
Kelarev, Andrei, Yearwood, John, Watters, Paul, Wu, Xinwen, Abawajy, Jemal, Pan, L.. Springer; 2010. Internet security applications of the Munn rings.
Kelarev, Andrei, Dazeley, Richard, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. Kuching, Malaysia Springer Berlin Heidelberg; 2012. Detection of CAN by ensemble classifiers based on Ripple Down rules.
Kelarev, Andrei, Brown, Simon, Watters, Paul, Wu, Xinwen, Dazeley, Richard. Hershey, PA Information Science Reference; 2011. Establishing reasoning communities of security experts for Internet Commerce Security.
Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. Rome, Italy IEEE; 2012. Empirical investigation of consensus clustering for large ECG data sets.
Jelinek, Herbert, Kelarev, Andrei, Robinson, Dean, Stranieri, Andrew, Cornforth, David. ; 2014. Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football.
Yearwood, John, Kang, Byeongho, Kelarev, Andrei. Jeju Island, Korea : Springer; 2009. Experimental investigation of three machine learning algorithms for ITS dataset.
Abawajy, Jemal, Kelarev, Andrei. Melbourne, VIC Springer Berlin Heidelberg; 2012. A multi-tier ensemble construction of classifiers for phishing email detection and filtering.
Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Derivative-free optimization and neural networks for robust regression. 2012.
Abawajy, Jemal, Kelarev, Andrei. Classification systems based on combinatorial semigroups. 2013.
Stranieri, Andrew, Abawajy, Jemal, Kelarev, Andrei, Huda, Shamsul, Chowdhury, Morshed, Jelinek, Herbert. An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. 2013.
Kelarev, Andrei, Yearwood, John, Zi, Lifang. Optimal rees matrix constructions for analysis of data. 2012.
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.
Kelarev, Andrei, Watters, Paul, Yearwood, John. Australian Mathematical Society; 2009. Rees matrix constructions for clustering of data.
Abawajy, Jemal, Kelarev, Andrei, Chowdhury, Morshed, Stranieri, Andrew, Jelinek, Herbert. ; 2013. Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Torney, Rosemary, Yearwood, John, Vamplew, Peter, Kelarev, Andrei. Hershey IGI Global; 2012. Applications of machine learning for linguistic analysis of texts.
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Hershey IGI Global; 2012. Machine learning algorithms for analysis of DNA data sets.