Andrei V. Kelarev

According to our database, Andrei V. Kelarev authored at least 67 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Privacy-enhancing data aggregation and data analytics in wireless networks for a large class of distributed queries.

Xuechao Yang, Andrei Kelarev, Xun Yi

Wirel. Networks, August, 2024

2023

A non-invasive method for the cataloguing and authentication of surveillance video using on-camera blockchain participation, machine learning and signal analysis.

Michael Kerr, Fengling Han, Xun Yi, Andrei Kelarev, Ron G. van Schyndel

Forensic Sci. Int. Digit. Investig., September, 2023

2022

Protecting Private Information for Two Classes of Aggregated Database Queries.

Xuechao Yang, Xun Yi, Andrei Kelarev, Leanne Rylands, Yuqing Lin, Joe Ryan

Informatics, 2022

Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions.

Ziaur Rahman, Xun Yi, Sk. Tanzir Mehedi, Rafiqul Islam, Andrei Kelarev

IACR Cryptol. ePrint Arch., 2022

A survey on enhanced power graphs of finite groups.

Xuanlong Ma, Andrei Kelarev, Yuqing Lin, Kaishun Wang

Electron. J. Graph Theory Appl., 2022

2021

A distributed networked system for secure publicly verifiable self-tallying online voting.

Xuechao Yang, Xun Yi, Andrei Kelarev, Fengling Han, Junwei Luo

Inf. Sci., 2021

Blockchain for IoT: A Critical Analysis Concerning Performance and Scalability.

Ziaur Rahman, Xun Yi, Ibrahim Khalil, Andrei Kelarev

IACR Cryptol. ePrint Arch., 2021

Collusion-resistant protocols for private processing of aggregated queries in distributed databases.

Leanne Rylands, Jennifer Seberry, Xun Yi, Andrei Kelarev, Joe Ryan, Yuqing Lin

Distributed Parallel Databases, 2021

Secure Ranked Choice Online Voting System via Intel SGX and Blockchain.

Xuechao Yang, Xun Yi, Andrei Kelarev

Proceedings of the 20th IEEE International Conference on Trust, 2021

Efficient Privacy-Preserving User Matching with Intel SGX.

Junwei Luo, Xuechao Yang, Xun Yi, Fengling Han, Andrei Kelarev

Proceedings of the Broadband Communications, Networks, and Systems, 2021

2020

A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services.

Morshed U. Chowdhury, Jemal H. Abawajy, Andrei Kelarev, Herbert F. Jelinek

IEEE Trans. Cloud Comput., 2020

Hybrid Consensus Pruning of Ensemble Classifiers for Big Data Malware Detection.

Jemal H. Abawajy, Morshed U. Chowdhury, Andrei Kelarev

IEEE Trans. Cloud Comput., 2020

Blockchain voting: Publicly verifiable online voting protocol without trusted tallying authorities.

Xuechao Yang, Xun Yi, Surya Nepal, Andrei Kelarev, Fengling Han

Future Gener. Comput. Syst., 2020

2019

Iterative Classifier Fusion System for the Detection of Android Malware.

Jemal H. Abawajy, Andrei Kelarev

IEEE Trans. Big Data, 2019

A multistage protocol for aggregated queries in distributed cloud databases with privacy protection.

Andrei Kelarev, Xun Yi, Shahriar Badsha, Xuechao Yang, Leanne Rylands, Jennifer Seberry

Future Gener. Comput. Syst., 2019

2018

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

Andrei Kelarev, Joe Ryan, Leanne Rylands, Jennifer Seberry, Xun Yi

J. Discrete Algorithms, 2018

Minimal ensemble based on subset selection using ECG to diagnose categories of CAN.

Jemal H. Abawajy, Andrei V. Kelarev, Xun Yi, Herbert F. Jelinek

Comput. Methods Programs Biomed., 2018

A Secure Verifiable Ranked Choice Online Voting System Based on Homomorphic Encryption.

Xuechao Yang, Xun Yi, Surya Nepal, Andrei Kelarev, Fengling Han

IEEE Access, 2018

2017

Multilayer hybrid strategy for phishing email zero-day filtering.

Morshed U. Chowdhury, Jemal H. Abawajy, Andrei V. Kelarev, Teruhisa Hochin

Concurr. Comput. Pract. Exp., 2017

Private Recommendations Generation for Vertically Partitioned Datasets.

Shahriar Badsha, Xun Yi, Ibrahim Khalil, Andrei Kelarev

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.

Andrei Kelarev, Jennifer Seberry, Leanne Rylands, Xun Yi

Proceedings of the Combinatorial Algorithms - 28th International Workshop, 2017

2016

Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Herbert F. Jelinek

IEEE J. Biomed. Health Informatics, 2016

2015

Distances of Centroid Sets in a Graph-Based Construction for Information Security Applications.

Jemal H. Abawajy, Andrei V. Kelarev, Mirka Miller, Joseph F. Ryan

Math. Comput. Sci., 2015

Cloud omnibus system for evaluating cloud market services.

W. P. Eureka Priyadarshani, Lynn Margaret Batten, Gihan N. Wikramanayake, Andrei V. Kelarev

Int. J. Cloud Comput., 2015

Ideal basis in constructions defined by directed graphs.

Jemal H. Abawajy, Andrei V. Kelarev, Joe Ryan

Electron. J. Graph Theory Appl., 2015

2014

Large Iterative Multitier Ensemble Classifiers for Security of Big Data.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury

IEEE Trans. Emerg. Top. Comput., 2014

Automatic Generation of Meta Classifiers with Large Levels for Distributed Computing and Networking.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury

J. Networks, 2014

Iterative Construction of Hierarchical Classifiers for Phishing Website Detection.

Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury

J. Networks, 2014

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

Herbert F. Jelinek, Andrei V. Kelarev, Dean J. Robinson, Andrew Stranieri, David Cornforth

Appl. Soft Comput., 2014

2013

Global non-smooth optimization in robust multivariate regression.

Gleb Beliakov, Andrei V. Kelarev

Optim. Methods Softw., 2013

Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.

Andrei V. Kelarev, Jemal H. Abawajy, Andrew Stranieri, Herbert F. Jelinek

Int. J. Data Warehous. Min., 2013

Power graphs: A survey.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury

Electron. J. Graph Theory Appl., 2013

Multistage approach for clustering and classification of ECG data.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury

Comput. Methods Programs Biomed., 2013

Predicting cardiac autonomic neuropathy category for diabetic data with missing values.

Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Andrew Stranieri, Herbert F. Jelinek

Comput. Biol. Medicine, 2013

An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.

Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek

Artif. Intell. Medicine, 2013

2012

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

Gleb Beliakov, John Yearwood, Andrei V. Kelarev

J. Networks, 2012

Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules.

Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek

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.

Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek

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.

Jemal H. Abawajy, Andrei V. Kelarev

Proceedings of the Cyberspace Safety and Security - 4th International Symposium, 2012

Empirical investigation of consensus clustering for large ECG data sets.

Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek

Proceedings of CBMS 2012, 2012

Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based.

Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek

Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

2011

Robust artificial neural networks and outlier detection. Technical report

Gleb Beliakov, Andrei V. Kelarev, John Yearwood

CoRR, 2011

2010

Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security.

Richard Dazeley, John Yearwood, Byeong Ho Kang, Andrei V. Kelarev

Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

2009

Cayley graphs as classifiers for data mining: The influence of asymmetries.

Andrei V. Kelarev, Joe Ryan, John Yearwood

Discret. Math., 2009

Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset.

John Yearwood, Byeong Ho Kang, Andrei V. Kelarev

Proceedings of the Future Generation Information Technology, 2009

Applying Clustering and Ensemble Clustering Approaches to phishing Profiling.

John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks.

Peter Vamplew, Richard Dazeley, Ewan Barker, Andrei V. Kelarev

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

An Algorithm for BCH Codes Extended with Finite State Automata.

Andrei V. Kelarev

Fundam. Informaticae, 2008

2007

Algorithms for computing parameters of graph-based extensions of BCH codes.

Andrei V. Kelarev

J. Discrete Algorithms, 2007

2006

A New Model for Classifying DNA Code Inspired by Neural Networks and FSA.

Byeong Kang, Andrei V. Kelarev, Arthur H. J. Sale, Ray Williams

Proceedings of the Advances in Knowledge Acquisition and Management, 2006

A Polynomial Algorithm for Codes Based on Directed Graphs.

Andrei V. Kelarev

Proceedings of the Theory of Computing 2006, 2006

Clustering Algorithms for ITS Sequence Data with Alignment Metrics.

Andrei V. Kelarev, Byeong Kang, Dorothy Steane

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2004

On the Structure of Incidence Rings of Group Automata.

Andrei V. Kelarev

Int. J. Algebra Comput., 2004

On group automata over finite fields.

Andrei V. Kelarev

Finite Fields Their Appl., 2004

Labelled Cayley graphs and minimal automata.

Andrei V. Kelarev

Australas. J Comb., 2004

2003

On congruences of automata defined by directed graphs.

Andrei V. Kelarev, Olga Sokratova

Theor. Comput. Sci., 2003

Algorithms for shortest paths and d-cycle problems.

Sergei Bespamyatnikh, Andrei V. Kelarev

J. Discrete Algorithms, 2003

An Algorithm for Analysis of Images in Spatial Information Systems.

Sergey Bereg, Andrei V. Kelarev

J. Autom. Lang. Comb., 2003

On transitive Cayley graphs of groups and semigroups.

Andrei V. Kelarev, Cheryl E. Praeger

Eur. J. Comb., 2003

2002

Two Algorithms for Languages Recognized by Graph Algebras.

Andrei V. Kelarev, Olga Sokratova

Int. J. Comput. Math., 2002

On undirected Cayley graphs.

Andrei V. Kelarev

Australas. J Comb., 2002

2001

Directed Graphs and Syntactic Algebras of Tree Languages.

Andrei V. Kelarev, Olga Sokratova

J. Autom. Lang. Comb., 2001

Languages Recognized by a Class of Finite Automata.

Andrei V. Kelarev, Olga Sokratova

Acta Cybern., 2001

Information Rates and Weights of Codes in Structural Matrix Rings.

Andrei V. Kelarev, Olga Sokratova

Proceedings of the Applied Algebra, 2001

2000

A Combinatorial Property of Languages and Monoids.

Andrei V. Kelarev, Peter G. Trotter

Proceedings of the International Colloquium on Words, 2000

1996

Combinatorial Properties of Sequences in Groups and Semirings.

Andrei V. Kelarev

Proceedings of the First Conference of the Centre for Discrete Mathematics and Theoretical Computer Science, 1996

1994

Combinatorial Properties and Homomorphisms of Semigroups.

Andrei V. Kelarev

Int. J. Algebra Comput., 1994