Andrei V. Kelarev

Orcid: 0000-0001-9402-3534

  • RMIT University, Melbourne, Australia
  • Deakin University, Melbourne, Australia
  • University of Newcastle, Callaghan, Australia

According to our database1, Andrei V. Kelarev authored at least 66 papers between 1994 and 2023.

Collaborative distances:



In proceedings 
PhD thesis 


Online presence:



A non-invasive method for the cataloguing and authentication of surveillance video using on-camera blockchain participation, machine learning and signal analysis.
Forensic Sci. Int. Digit. Investig., September, 2023

Protecting Private Information for Two Classes of Aggregated Database Queries.
Informatics, 2022

Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions.
IACR Cryptol. ePrint Arch., 2022

A survey on enhanced power graphs of finite groups.
Electron. J. Graph Theory Appl., 2022

A distributed networked system for secure publicly verifiable self-tallying online voting.
Inf. Sci., 2021

Blockchain for IoT: A Critical Analysis Concerning Performance and Scalability.
IACR Cryptol. ePrint Arch., 2021

Collusion-resistant protocols for private processing of aggregated queries in distributed databases.
Distributed Parallel Databases, 2021

Secure Ranked Choice Online Voting System via Intel SGX and Blockchain.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Efficient Privacy-Preserving User Matching with Intel SGX.
Proceedings of the Broadband Communications, Networks, and Systems, 2021

A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services.
IEEE Trans. Cloud Comput., 2020

Hybrid Consensus Pruning of Ensemble Classifiers for Big Data Malware Detection.
IEEE Trans. Cloud Comput., 2020

Blockchain voting: Publicly verifiable online voting protocol without trusted tallying authorities.
Future Gener. Comput. Syst., 2020

Iterative Classifier Fusion System for the Detection of Android Malware.
IEEE Trans. Big Data, 2019

A multistage protocol for aggregated queries in distributed cloud databases with privacy protection.
Future Gener. Comput. Syst., 2019

Discrete algorithms and methods for security of statistical databases related to the work of Mirka Miller.
J. Discrete Algorithms, 2018

Minimal ensemble based on subset selection using ECG to diagnose categories of CAN.
Comput. Methods Programs Biomed., 2018

A Secure Verifiable Ranked Choice Online Voting System Based on Homomorphic Encryption.
IEEE Access, 2018

Multilayer hybrid strategy for phishing email zero-day filtering.
Concurr. Comput. Pract. Exp., 2017

Private Recommendations Generation for Vertically Partitioned Datasets.
Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017

Combinatorial Algorithms and Methods for Security of Statistical Databases Related to the Work of Mirka Miller.
Proceedings of the Combinatorial Algorithms - 28th International Workshop, 2017

Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles.
IEEE J. Biomed. Health Informatics, 2016

Distances of Centroid Sets in a Graph-Based Construction for Information Security Applications.
Math. Comput. Sci., 2015

Cloud omnibus system for evaluating cloud market services.
Int. J. Cloud Comput., 2015

Ideal basis in constructions defined by directed graphs.
Electron. J. Graph Theory Appl., 2015

Large Iterative Multitier Ensemble Classifiers for Security of Big Data.
IEEE Trans. Emerg. Top. Comput., 2014

Automatic Generation of Meta Classifiers with Large Levels for Distributed Computing and Networking.
J. Networks, 2014

Iterative Construction of Hierarchical Classifiers for Phishing Website Detection.
J. Networks, 2014

Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football.
Appl. Soft Comput., 2014

Global non-smooth optimization in robust multivariate regression.
Optim. Methods Softw., 2013

Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.
Int. J. Data Warehous. Min., 2013

Power graphs: A survey.
Electron. J. Graph Theory Appl., 2013

Multistage approach for clustering and classification of ECG data.
Comput. Methods Programs Biomed., 2013

Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Comput. Biol. Medicine, 2013

An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Artif. Intell. Medicine, 2013

Application of Rank Correlation, Clustering and Classification in Information Security.
J. Networks, 2012

Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare.
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

A Multi-tier Ensemble Construction of Classifiers for Phishing Email Detection and Filtering.
Proceedings of the Cyberspace Safety and Security - 4th International Symposium, 2012

Empirical investigation of consensus clustering for large ECG data sets.
Proceedings of CBMS 2012, 2012

Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

Robust artificial neural networks and outlier detection. Technical report
CoRR, 2011

Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

Cayley graphs as classifiers for data mining: The influence of asymmetries.
Discret. Math., 2009

Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset.
Proceedings of the Future Generation Information Technology, 2009

Applying Clustering and Ensemble Clustering Approaches to phishing Profiling.
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

An Algorithm for BCH Codes Extended with Finite State Automata.
Fundam. Informaticae, 2008

Algorithms for computing parameters of graph-based extensions of BCH codes.
J. Discrete Algorithms, 2007

A New Model for Classifying DNA Code Inspired by Neural Networks and FSA.
Proceedings of the Advances in Knowledge Acquisition and Management, 2006

A Polynomial Algorithm for Codes Based on Directed Graphs.
Proceedings of the Theory of Computing 2006, 2006

Clustering Algorithms for ITS Sequence Data with Alignment Metrics.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

On the Structure of Incidence Rings of Group Automata.
Int. J. Algebra Comput., 2004

On group automata over finite fields.
Finite Fields Their Appl., 2004

Labelled Cayley graphs and minimal automata.
Australas. J Comb., 2004

On congruences of automata defined by directed graphs.
Theor. Comput. Sci., 2003

Algorithms for shortest paths and d-cycle problems.
J. Discrete Algorithms, 2003

An Algorithm for Analysis of Images in Spatial Information Systems.
J. Autom. Lang. Comb., 2003

On transitive Cayley graphs of groups and semigroups.
Eur. J. Comb., 2003

Two Algorithms for Languages Recognized by Graph Algebras.
Int. J. Comput. Math., 2002

On undirected Cayley graphs.
Australas. J Comb., 2002

Directed Graphs and Syntactic Algebras of Tree Languages.
J. Autom. Lang. Comb., 2001

Languages Recognized by a Class of Finite Automata.
Acta Cybern., 2001

Information Rates and Weights of Codes in Structural Matrix Rings.
Proceedings of the Applied Algebra, 2001

A Combinatorial Property of Languages and Monoids.
Proceedings of the International Colloquium on Words, 2000

Combinatorial Properties of Sequences in Groups and Semirings.
Proceedings of the First Conference of the Centre for Discrete Mathematics and Theoretical Computer Science, 1996

Combinatorial Properties and Homomorphisms of Semigroups.
Int. J. Algebra Comput., 1994