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.
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Visitors: 725
Downloads: 41
Kelarev, Andrei, Watters, Paul, Yearwood, John. Australian Mathematical Society; 2009. Rees matrix constructions for clustering of data.
Hits: 554
Visitors: 710
Downloads: 134
Yearwood, John, Kang, Byeongho, Kelarev, Andrei. Jeju Island, Korea : Springer; 2009. Experimental investigation of three machine learning algorithms for ITS dataset.
Hits: 452
Visitors: 634
Downloads: 195
Kelarev, Andrei, Yearwood, John, Vamplew, Peter. A polynomial ring construction for the classification of data. 2009.
Hits: 431
Visitors: 603
Downloads: 112
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.
Hits: 700
Visitors: 711
Downloads: 2
Kelarev, Andrei, Ryan, Joe, Yearwood, John. Cayley graphs as classifiers for data mining : The influence of asymmetries. 2009.
Hits: 521
Visitors: 809
Downloads: 315
Kelarev, Andrei, Yearwood, John, Watters, Paul. ; 2011. Optimization of classifiers for data mining based on combinatorial semigroups.
Hits: 503
Visitors: 530
Downloads: 20
Dazeley, Richard, Kelarev, Andrei, Yearwood, John, Mammadov, Musa. Optimization of multiple classifiers in data mining based on string rewriting systems. 2009.
Miller, Mirka, Kelarev, Andrei, Sokratova, Olga. ; 2005. Languages recognized by two-sided automata of graphs.
Hits: 311
Visitors: 310
Downloads: 0
Kelarev, Andrei, Yearwood, John, Watters, Paul, Wu, Xinwen, Abawajy, Jemal, Pan, L.. Springer; 2010. Internet security applications of the Munn rings.
Hits: 1478
Visitors: 1657
Downloads: 104
Kelarev, Andrei, Yearwood, John, Mammadov, Musa. Springer; 2009. A formula for multiple classifiers in data mining based on Brandt semigroups.
Hits: 665
Visitors: 922
Downloads: 242
Abawajy, Jemal, Kelarev, Andrei. Classification systems based on combinatorial semigroups. 2013.
Hits: 931
Visitors: 926
Downloads: 0
Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Derivative-free optimization and neural networks for robust regression. 2012.
Hits: 536
Visitors: 688
Downloads: 80
Abawajy, Jemal, Kelarev, Andrei, Chowdhury, Morshed, Stranieri, Andrew, Jelinek, Herbert. ; 2013. Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Hits: 2265
Visitors: 2388
Downloads: 274
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.
Hits: 1206
Visitors: 1089
Downloads: 0
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Hershey IGI Global; 2012. Machine learning algorithms for analysis of DNA data sets.
Hits: 388
Visitors: 395
Downloads: 3
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Deakin University Burwood Campus Melbourne; 2011. An application of novel clustering technique for information security.
Hits: 544
Visitors: 507
Downloads: 3
Kelarev, Andrei, Passman, D.S.. Rhode Island, U.S.A. American Mathematical Society; 2008. A description of incidence rings of group automata.
Hits: 356
Visitors: 425
Downloads: 49
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Optimization methods and the k-committees algorithm for clustering of sequence data. 2009.
Hits: 233
Visitors: 230
Downloads: 2
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: 3148
Visitors: 3140
Downloads: 72
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.
Hits: 1034
Visitors: 971
Downloads: 2
Abawajy, Jemal, Kelarev, Andrei. Melbourne, VIC Springer Berlin Heidelberg; 2012. A multi-tier ensemble construction of classifiers for phishing email detection and filtering.
Hits: 753
Visitors: 703
Downloads: 0
Torney, Rosemary, Yearwood, John, Vamplew, Peter, Kelarev, Andrei. Hershey IGI Global; 2012. Applications of machine learning for linguistic analysis of texts.
Hits: 290
Visitors: 294
Downloads: 0
Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. ; 2012. A comparison of machine learning algorithms for multilabel classification of CAN.
Hits: 1215
Visitors: 1187
Downloads: 23
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Application of rank correlation, clustering and classification in information security. 2012.
Hits: 3533
Visitors: 3600
Downloads: 182
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.
Hits: 1615
Visitors: 1623
Downloads: 59
Kelarev, Andrei. ; 2008. An algorithm for BCH codes extended with finite state automata.
Hits: 261
Visitors: 269
Downloads: 1
Jelinek, Herbert, Kelarev, Andrei, Stranieri, Andrew, Yearwood, John. ; 2012. Rule-based classifiers and meta classifiers for identification of cardiac autonomic neuropathy progression.
Hits: 1195
Visitors: 1150
Downloads: 36
Gao, David, Kelarev, Andrei, Yearwood, John. Optimization of matrix semirings for classification systems. 2011.
Hits: 558
Visitors: 619
Downloads: 91
Kelarev, Andrei, Yearwood, John, Watters, Paul. Internet security applications of Grobner-Shirvov bases. 2010.
Hits: 1151
Visitors: 1171
Downloads: 0
Kelarev, Andrei, Yearwood, John, Watters, Paul, Wu, Xinwen, Ma, Liping, Abawajy, Jemal, Pan, L.. ; 2011. A Grobner-Shirshov Algorithm for Applications in Internet Security.
Hits: 1873
Visitors: 1865
Downloads: 0
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.
Hits: 2978
Visitors: 2848
Downloads: 250
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.
Hits: 1652
Visitors: 1607
Downloads: 51
Kelarev, Andrei, Yearwood, John, Vamplew, Peter, Abawajy, Jemal, Chowdhury, Morshed. ; 2011. Optimization and matrix constructions for classification of data.
Hits: 1495
Visitors: 1490
Downloads: 31
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: 186
Visitors: 190
Downloads: 3
Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert. Rome, Italy IEEE; 2012. Empirical investigation of consensus clustering for large ECG data sets.
Hits: 931
Visitors: 863
Downloads: 0
Kelarev, Andrei, Yearwood, John, Zi, Lifang. Optimal rees matrix constructions for analysis of data. 2012.
Hits: 846
Visitors: 960
Downloads: 108
Kelarev, Andrei, Abawajy, Jemal, Stranieri, Andrew, Jelinek, Herbert. ; 2013. Empirical investigation of decision tree ensembles for monitoring cardiac complications of diabetes.
Hits: 445
Visitors: 416
Downloads: 0
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.
Hits: 599
Visitors: 625
Downloads: 1
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: 1492
Visitors: 1394
Downloads: 0
Zi, Lifang, Yearwood, John, Kelarev, Andrei. Deakin University; 2010. An application of consensus clustering for DDoS attacks detection.
Hits: 710
Visitors: 762
Downloads: 33
Abawajy, Jemal, Kelarev, Andrei. Classification systems based on combinatorial semigroups. 2013.
Hits: 1080
Visitors: 1156
Downloads: 88
Abawajy, Jemal, Kelarev, Andrei, Yearwood, John, Turville, Christopher. A data mining application of the incidence semirings. 2013.
Hits: 1580
Visitors: 1469
Downloads: 0
Kelarev, Andrei. ; 2008. An Algorithm for BCH Codes extended with finite state automata.
Hits: 215
Visitors: 214
Downloads: 0
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.