Andrei V. Kelarev

Publication Activity (10 Years)

Years Active: 1994-2018
Publications (10 Years): 3

Top Topics

High Predictive Accuracy

Subset Selection

Ripple Down Rules

Ensemble Classifier

Top Venues

Comput. Methods Programs Biomed.

Electron. J. Graph Theory Appl.

Int. J. Cloud Comput.

Publications

Jemal H. Abawajy, Andrei V. Kelarev, Xun Yi, Herbert F. Jelinek
Minimal ensemble based on subset selection using ECG to diagnose categories of CAN. Comput. Methods Programs Biomed. 160 (2018)
Morshed U. Chowdhury, Jemal H. Abawajy, Andrei V. Kelarev, T. Hochin
Multilayer hybrid strategy for phishing email zero-day filtering. Concurr. Comput. Pract. Exp. 29 (23) (2017)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Herbert F. Jelinek
Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles. IEEE J. Biomed. Health Informatics 20 (1) (2016)
W. P. Eureka Priyadarshani, Lynn Margaret Batten, Gihan N. Wikramanayake, Andrei V. Kelarev
Cloud omnibus system for evaluating cloud market services. Int. J. Cloud Comput. 4 (4) (2015)
Jemal H. Abawajy, Andrei V. Kelarev, Joe Ryan
Ideal basis in constructions defined by directed graphs. Electron. J. Graph Theory Appl. 3 (1) (2015)
Jemal H. Abawajy, Andrei V. Kelarev, Mirka Miller, Joseph F. Ryan
Distances of Centroid Sets in a Graph-Based Construction for Information Security Applications. Math. Comput. Sci. 9 (2) (2015)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
Large Iterative Multitier Ensemble Classifiers for Security of Big Data. IEEE Trans. Emerg. Top. Comput. 2 (3) (2014)
Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection. J. Networks 9 (8) (2014)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
Automatic Generation of Meta Classifiers with Large Levels for Distributed Computing and Networking. J. Networks 9 (9) (2014)
Herbert F. Jelinek, Andrei V. Kelarev, Dean J. Robinson, Andrew Stranieri, David Cornforth
Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football. Appl. Soft Comput. 14 (2014)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Andrew Stranieri, Herbert F. Jelinek
Predicting cardiac autonomic neuropathy category for diabetic data with missing values. Comput. Biol. Medicine 43 (10) (2013)
Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. Artif. Intell. Medicine 58 (3) (2013)
Andrei V. Kelarev, Jemal H. Abawajy, Andrew Stranieri, Herbert F. Jelinek
Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes. Int. J. Data Warehous. Min. 9 (4) (2013)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
Power graphs: A survey. Electron. J. Graph Theory Appl. 1 (2) (2013)
Gleb Beliakov, Andrei V. Kelarev
Global non-smooth optimization in robust multivariate regression. Optim. Methods Softw. 28 (1) (2013)
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
Multistage approach for clustering and classification of ECG data. Comput. Methods Programs Biomed. 112 (3) (2013)
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)
Gleb Beliakov, John Yearwood, Andrei V. Kelarev
Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks 7 (6) (2012)
Jemal H. Abawajy, Andrei V. Kelarev
A Multi-tier Ensemble Construction of Classifiers for Phishing Email Detection and Filtering. CSS (2012)
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)
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)
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
Empirical investigation of consensus clustering for large ECG data sets. CBMS (2012)
Gleb Beliakov, Andrei V. Kelarev, John Yearwood
Robust artificial neural networks and outlier detection. Technical report CoRR (2011)
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)
John Yearwood, Byeong Ho Kang, Andrei V. Kelarev
Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset. FGIT (2009)
Peter Vamplew, Richard Dazeley, Ewan Barker, Andrei V. Kelarev
Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks. Australasian Conference on Artificial Intelligence (2009)
John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev
Applying Clustering and Ensemble Clustering Approaches to phishing Profiling. AusDM (2009)
Andrei V. Kelarev, Joe Ryan, John Yearwood
Cayley graphs as classifiers for data mining: The influence of asymmetries. Discret. Math. 309 (17) (2009)
Andrei V. Kelarev
An Algorithm for BCH Codes Extended with Finite State Automata. Fundam. Informaticae 84 (1) (2008)
Andrei V. Kelarev
Algorithms for computing parameters of graph-based extensions of BCH codes. J. Discrete Algorithms 5 (3) (2007)
Byeong Kang, Andrei V. Kelarev, Arthur H. J. Sale, Ray Williams
A New Model for Classifying DNA Code Inspired by Neural Networks and FSA. PKAW (2006)
Andrei V. Kelarev
A Polynomial Algorithm for Codes Based on Directed Graphs. CATS (2006)
Andrei V. Kelarev, Byeong Kang, Dorothy Steane
Clustering Algorithms for ITS Sequence Data with Alignment Metrics. Australian Conference on Artificial Intelligence (2006)
Andrei V. Kelarev
On group automata over finite fields. Finite Fields Their Appl. 10 (1) (2004)
Andrei V. Kelarev
Labelled Cayley graphs and minimal automata. Australas. J Comb. 30 (2004)
Andrei V. Kelarev
On the Structure of Incidence Rings of Group Automata. Int. J. Algebra Comput. 14 (4) (2004)
Sergey Bereg, Andrei V. Kelarev
An Algorithm for Analysis of Images in Spatial Information Systems. J. Autom. Lang. Comb. 8 (4) (2003)
Andrei V. Kelarev, Cheryl E. Praeger
On transitive Cayley graphs of groups and semigroups. Eur. J. Comb. 24 (1) (2003)
Andrei V. Kelarev, Olga Sokratova
On congruences of automata defined by directed graphs. Theor. Comput. Sci. 301 (1-3) (2003)
Sergei Bespamyatnikh, Andrei V. Kelarev
Algorithms for shortest paths and d-cycle problems. J. Discrete Algorithms 1 (1) (2003)
Andrei V. Kelarev
On undirected Cayley graphs. Australas. J Comb. 25 (2002)
Andrei V. Kelarev, Olga Sokratova
Two Algorithms for Languages Recognized by Graph Algebras. Int. J. Comput. Math. 79 (12) (2002)
Andrei V. Kelarev, Olga Sokratova
Information Rates and Weights of Codes in Structural Matrix Rings. AAECC (2001)
Andrei V. Kelarev, Olga Sokratova
Directed Graphs and Syntactic Algebras of Tree Languages. J. Autom. Lang. Comb. 6 (3) (2001)
Andrei V. Kelarev, Olga Sokratova
Languages Recognized by a Class of Finite Automata. Acta Cybern. 15 (1) (2001)
Andrei V. Kelarev, Peter G. Trotter
A Combinatorial Property of Languages and Monoids. Words, Languages & Combinatorics (2000)
Andrei V. Kelarev
Combinatorial Properties of Sequences in Groups and Semirings. DMTCS (1996)
Andrei V. Kelarev
Combinatorial Properties and Homomorphisms of Semigroups. Int. J. Algebra Comput. 4 (3) (1994)