Andrei V. Kelarev

48 papers B 1C 3Misc 2Journal 33Unranked 9
YearRankTypeTitle / Venue / Authors
2018 J jnl
Minimal ensemble based on subset selection using ECG to diagnose categories of CAN.
Comput. Methods Programs Biomed.
Jemal H. Abawajy, Andrei V. Kelarev, Xun Yi, Herbert F. Jelinek
2017 J jnl
Multilayer hybrid strategy for phishing email zero-day filtering.
Concurr. Comput. Pract. Exp.
Morshed U. Chowdhury, Jemal H. Abawajy, Andrei V. Kelarev, Teruhisa Hochin
2016 J jnl
Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles.
IEEE J. Biomed. Health Informatics
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Herbert F. Jelinek
2015 J jnl
Cloud omnibus system for evaluating cloud market services.
Int. J. Cloud Comput.
W. P. Eureka Priyadarshani, Lynn Margaret Batten, Gihan N. Wikramanayake, Andrei V. Kelarev
2015 J jnl
Distances of Centroid Sets in a Graph-Based Construction for Information Security Applications.
Math. Comput. Sci.
Jemal H. Abawajy, Andrei V. Kelarev, Mirka Miller, Joseph F. Ryan
2015 J jnl
Ideal basis in constructions defined by directed graphs.
Electron. J. Graph Theory Appl.
Jemal H. Abawajy, Andrei V. Kelarev, Joe Ryan
2014 J jnl
Automatic Generation of Meta Classifiers with Large Levels for Distributed Computing and Networking.
J. Networks
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
2014 J jnl
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection.
J. Networks
Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury
2014 J jnl
Large Iterative Multitier Ensemble Classifiers for Security of Big Data.
IEEE Trans. Emerg. Top. Comput.
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
2014 J jnl
Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football.
Appl. Soft Comput.
Herbert F. Jelinek, Andrei V. Kelarev, Dean J. Robinson, Andrew Stranieri, David Cornforth
2013 J jnl
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Artif. Intell. Medicine
Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek
2013 J jnl
Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.
Int. J. Data Warehous. Min.
Andrei V. Kelarev, Jemal H. Abawajy, Andrew Stranieri, Herbert F. Jelinek
2013 J jnl
Global non-smooth optimization in robust multivariate regression.
Optim. Methods Softw.
Gleb Beliakov, Andrei V. Kelarev
2013 J jnl
Multistage approach for clustering and classification of ECG data.
Comput. Methods Programs Biomed.
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
2013 J jnl
Power graphs: A survey.
Electron. J. Graph Theory Appl.
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury
2013 J jnl
Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Comput. Biol. Medicine
Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Andrew Stranieri, Herbert F. Jelinek
2012 — conf
A Multi-tier Ensemble Construction of Classifiers for Phishing Email Detection and Filtering.
CSS
Jemal H. Abawajy, Andrei V. Kelarev
2012 J jnl
Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks
Gleb Beliakov, John Yearwood, Andrei V. Kelarev
2012 C conf
Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules.
PKAW
Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012 — conf
Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare.
NBiS
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012 B conf
Empirical investigation of consensus clustering for large ECG data sets.
CBMS
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012 Misc conf
Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based.
AusDM
Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek
2011 J jnl
Robust artificial neural networks and outlier detection. Technical report
CoRR
Gleb Beliakov, Andrei V. Kelarev, John Yearwood
2010 C conf
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security.
PKAW
Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei V. Kelarev
2009 Misc conf
Applying Clustering and Ensemble Clustering Approaches to phishing Profiling.
AusDM
John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev
2009 J jnl
Cayley graphs as classifiers for data mining: The influence of asymmetries.
Discret. Math.
Andrei V. Kelarev, Joe Ryan, John Yearwood
2009 — conf
Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks.
Australasian Conference on Artificial Intelligence
Peter Vamplew, Richard Dazeley, Ewan Barker, Andrei V. Kelarev
2009 — conf
Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset.
FGIT
John Yearwood, Byeong Ho Kang, Andrei V. Kelarev
2008 J jnl
An Algorithm for BCH Codes Extended with Finite State Automata.
Fundam. Informaticae
Andrei V. Kelarev
2007 J jnl
Algorithms for computing parameters of graph-based extensions of BCH codes.
J. Discrete Algorithms
Andrei V. Kelarev
2006 C conf
A New Model for Classifying DNA Code Inspired by Neural Networks and FSA.
PKAW
Byeong Kang, Andrei V. Kelarev, Arthur H. J. Sale, Ray Williams
2006 — conf
A Polynomial Algorithm for Codes Based on Directed Graphs.
CATS
Andrei V. Kelarev
2006 — conf
Clustering Algorithms for ITS Sequence Data with Alignment Metrics.
Australian Conference on Artificial Intelligence
Andrei V. Kelarev, Byeong Kang, Dorothy Steane
2004 J jnl
Labelled Cayley graphs and minimal automata.
Australas. J Comb.
Andrei V. Kelarev
2004 J jnl
On group automata over finite fields.
Finite Fields Their Appl.
Andrei V. Kelarev
2004 J jnl
On the Structure of Incidence Rings of Group Automata.
Int. J. Algebra Comput.
Andrei V. Kelarev
2003 J jnl
Algorithms for shortest paths and d-cycle problems.
J. Discrete Algorithms
Sergei Bespamyatnikh, Andrei V. Kelarev
2003 J jnl
An Algorithm for Analysis of Images in Spatial Information Systems.
J. Autom. Lang. Comb.
Sergey Bereg, Andrei V. Kelarev
2003 J jnl
On congruences of automata defined by directed graphs.
Theor. Comput. Sci.
Andrei V. Kelarev, Olga Sokratova
2003 J jnl
On transitive Cayley graphs of groups and semigroups.
Eur. J. Comb.
Andrei V. Kelarev, Cheryl E. Praeger
2002 J jnl
On undirected Cayley graphs.
Australas. J Comb.
Andrei V. Kelarev
2002 J jnl
Two Algorithms for Languages Recognized by Graph Algebras.
Int. J. Comput. Math.
Andrei V. Kelarev, Olga Sokratova
2001 J jnl
Directed Graphs and Syntactic Algebras of Tree Languages.
J. Autom. Lang. Comb.
Andrei V. Kelarev, Olga Sokratova
2001 — conf
Information Rates and Weights of Codes in Structural Matrix Rings.
AAECC
Andrei V. Kelarev, Olga Sokratova
2001 J jnl
Languages Recognized by a Class of Finite Automata.
Acta Cybern.
Andrei V. Kelarev, Olga Sokratova
2000 — conf
A Combinatorial Property of Languages and Monoids.
Words, Languages & Combinatorics
Andrei V. Kelarev, Peter G. Trotter
1996 — conf
Combinatorial Properties of Sequences in Groups and Semirings.
DMTCS
Andrei V. Kelarev
1994 J jnl
Combinatorial Properties and Homomorphisms of Semigroups.
Int. J. Algebra Comput.
Andrei V. Kelarev