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ORCIDAndrei V. Kelarev
Person information
- affiliation: RMIT University, Melbourne, Australia
- affiliation: Deakin University, Melbourne, Australia
- affiliation: University of Newcastle, Callaghan, Australia
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Journal Articles
- 2023
[j44]Michael Kerr
, Fengling Han, Xun Yi, Andrei Kelarev, Ron G. van Schyndel:
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. 46: 301573 (2023)- 2022
- [j43]Xuanlong Ma, Andrei Kelarev, Yuqing Lin, Kaishun Wang:
A survey on enhanced power graphs of finite groups. Electron. J. Graph Theory Appl. 10(1): 89 (2022) - [j42]Xuechao Yang, Xun Yi, Andrei Kelarev, Leanne Rylands, Yuqing Lin, Joe Ryan:
Protecting Private Information for Two Classes of Aggregated Database Queries. Informatics 9(3): 66 (2022) - 2021
- [j41]Leanne Rylands, Jennifer Seberry, Xun Yi, Andrei Kelarev, Joe Ryan, Yuqing Lin:
Collusion-resistant protocols for private processing of aggregated queries in distributed databases. Distributed Parallel Databases 39(1): 97-127 (2021) - [j40]Xuechao Yang, Xun Yi, Andrei Kelarev, Fengling Han, Junwei Luo:
A distributed networked system for secure publicly verifiable self-tallying online voting. Inf. Sci. 543: 125-142 (2021) - 2020
- [j39]Xuechao Yang, Xun Yi, Surya Nepal, Andrei Kelarev, Fengling Han:
Blockchain voting: Publicly verifiable online voting protocol without trusted tallying authorities. Future Gener. Comput. Syst. 112: 859-874 (2020) - [j38]Jemal H. Abawajy, Morshed U. Chowdhury, Andrei Kelarev:
Hybrid Consensus Pruning of Ensemble Classifiers for Big Data Malware Detection. IEEE Trans. Cloud Comput. 8(2): 398-407 (2020) - [j37]Morshed U. Chowdhury, Jemal H. Abawajy, Andrei Kelarev, Herbert F. Jelinek:
A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services. IEEE Trans. Cloud Comput. 8(2): 473-483 (2020) - 2019
- [j36]Andrei Kelarev, Xun Yi, Shahriar Badsha, Xuechao Yang, Leanne Rylands, Jennifer Seberry:
A multistage protocol for aggregated queries in distributed cloud databases with privacy protection. Future Gener. Comput. Syst. 90: 368-380 (2019) - [j35]Jemal H. Abawajy, Andrei Kelarev:
Iterative Classifier Fusion System for the Detection of Android Malware. IEEE Trans. Big Data 5(3): 282-292 (2019) - 2018
- [j34]Xuechao Yang, Xun Yi, Surya Nepal, Andrei Kelarev, Fengling Han:
A Secure Verifiable Ranked Choice Online Voting System Based on Homomorphic Encryption. IEEE Access 6: 20506-20519 (2018) - [j33]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: 85-94 (2018) - [j32]Andrei Kelarev, Joe Ryan, Leanne Rylands, Jennifer Seberry, Xun Yi:
Discrete algorithms and methods for security of statistical databases related to the work of Mirka Miller. J. Discrete Algorithms 52-53: 112-121 (2018) - 2017
- [j31]Morshed U. Chowdhury, Jemal H. Abawajy, Andrei V. Kelarev, Teruhisa Hochin:
Multilayer hybrid strategy for phishing email zero-day filtering. Concurr. Comput. Pract. Exp. 29(23) (2017) - 2016
- [j30]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): 408-415 (2016) - 2015
- [j29]Jemal H. Abawajy, Andrei V. Kelarev, Joe Ryan:
Ideal basis in constructions defined by directed graphs. Electron. J. Graph Theory Appl. 3(1): 35-49 (2015) - [j28]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): 335-352 (2015) - [j27]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): 127-137 (2015) - 2014
- [j26]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: 81-87 (2014) - [j25]Jemal H. Abawajy, Gleb Beliakov, Andrei V. Kelarev, Morshed U. Chowdhury:
Iterative Construction of Hierarchical Classifiers for Phishing Website Detection. J. Networks 9(8): 2089-2098 (2014) - [j24]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): 2259-2268 (2014) - [j23]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): 352-363 (2014) - 2013
- [j22]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): 185-193 (2013) - [j21]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): 1328-1333 (2013) - [j20]Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury:
Multistage approach for clustering and classification of ECG data. Comput. Methods Programs Biomed. 112(3): 720-730 (2013) - [j19]Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury:
Power graphs: A survey. Electron. J. Graph Theory Appl. 1(2): 125-147 (2013) - [j18]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): 1-18 (2013) - [j17]Gleb Beliakov, Andrei V. Kelarev:
Global non-smooth optimization in robust multivariate regression. Optim. Methods Softw. 28(1): 124-138 (2013) - 2012
- [j16]Gleb Beliakov, John Yearwood, Andrei V. Kelarev:
Application of Rank Correlation, Clustering and Classification in Information Security. J. Networks 7(6): 935-945 (2012) - 2009
- [j15]Andrei V. Kelarev, Joe Ryan, John Yearwood:
Cayley graphs as classifiers for data mining: The influence of asymmetries. Discret. Math. 309(17): 5360-5369 (2009) - 2008
- [j14]Andrei V. Kelarev:
An Algorithm for BCH Codes Extended with Finite State Automata. Fundam. Informaticae 84(1): 51-60 (2008) - 2007
- [j13]Andrei V. Kelarev:
Algorithms for computing parameters of graph-based extensions of BCH codes. J. Discrete Algorithms 5(3): 553-563 (2007) - 2004
- [j12]Andrei V. Kelarev:
Labelled Cayley graphs and minimal automata. Australas. J Comb. 30: 95-102 (2004) - [j11]Andrei V. Kelarev:
On group automata over finite fields. Finite Fields Their Appl. 10(1): 65-71 (2004) - [j10]Andrei V. Kelarev:
On the Structure of Incidence Rings of Group Automata. Int. J. Algebra Comput. 14(4): 505-511 (2004) - 2003
- [j9]Andrei V. Kelarev, Cheryl E. Praeger:
On transitive Cayley graphs of groups and semigroups. Eur. J. Comb. 24(1): 59-72 (2003) - [j8]Sergey Bereg, Andrei V. Kelarev:
An Algorithm for Analysis of Images in Spatial Information Systems. J. Autom. Lang. Comb. 8(4): 557-565 (2003) - [j7]Sergei Bespamyatnikh, Andrei V. Kelarev:
Algorithms for shortest paths and d-cycle problems. J. Discrete Algorithms 1(1): 1-9 (2003) - [j6]Andrei V. Kelarev, Olga Sokratova:
On congruences of automata defined by directed graphs. Theor. Comput. Sci. 301(1-3): 31-43 (2003) - 2002
- [j5]Andrei V. Kelarev:
On undirected Cayley graphs. Australas. J Comb. 25: 73-78 (2002) - [j4]Andrei V. Kelarev, Olga Sokratova:
Two Algorithms for Languages Recognized by Graph Algebras. Int. J. Comput. Math. 79(12): 1317-1327 (2002) - 2001
- [j3]Andrei V. Kelarev, Olga Sokratova:
Languages Recognized by a Class of Finite Automata. Acta Cybern. 15(1): 45-52 (2001) - [j2]Andrei V. Kelarev, Olga Sokratova:
Directed Graphs and Syntactic Algebras of Tree Languages. J. Autom. Lang. Comb. 6(3): 305-311 (2001) - 1994
- [j1]Andrei V. Kelarev:
Combinatorial Properties and Homomorphisms of Semigroups. Int. J. Algebra Comput. 4(3): 443-450 (1994)
Conference and Workshop Papers
- 2021
- [c20]Junwei Luo, Xuechao Yang, Xun Yi, Fengling Han, Andrei Kelarev:
Efficient Privacy-Preserving User Matching with Intel SGX. BROADNETS 2021: 92-111 - [c19]Ziaur Rahman, Xun Yi, Ibrahim Khalil, Andrei Kelarev:
Blockchain for IoT: A Critical Analysis Concerning Performance and Scalability. QSHINE 2021: 57-74 - [c18]Xuechao Yang, Xun Yi, Andrei Kelarev:
Secure Ranked Choice Online Voting System via Intel SGX and Blockchain. TrustCom 2021: 139-146 - 2017
- [c17]Andrei Kelarev, Jennifer Seberry, Leanne Rylands, Xun Yi:
Combinatorial Algorithms and Methods for Security of Statistical Databases Related to the Work of Mirka Miller. IWOCA 2017: 383-394 - [c16]Shahriar Badsha, Xun Yi, Ibrahim Khalil, Andrei Kelarev:
Private Recommendations Generation for Vertically Partitioned Datasets. PACIS 2017: 163 - 2012
- [c15]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: 93-102 - [c14]Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek:
Empirical investigation of consensus clustering for large ECG data sets. CBMS 2012: 1-4 - [c13]Jemal H. Abawajy, Andrei V. Kelarev:
A Multi-tier Ensemble Construction of Classifiers for Phishing Email Detection and Filtering. CSS 2012: 48-56 - [c12]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: 441-446 - [c11]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: 147-159 - 2010
- [c10]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: 235-246 - 2009
- [c9]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: 340-349 - [c8]John Yearwood, Dean Webb, Liping Ma, Peter Vamplew, Bahadorreza Ofoghi, Andrei V. Kelarev:
Applying Clustering and Ensemble Clustering Approaches to phishing Profiling. AusDM 2009: 25-34 - [c7]John Yearwood, Byeong Ho Kang, Andrei V. Kelarev:
Experimental Investigation of Three Machine Learning Algorithms for ITS Dataset. FGIT 2009: 308-316 - 2006
- [c6]Andrei V. Kelarev, Byeong Kang, Dorothy Steane:
Clustering Algorithms for ITS Sequence Data with Alignment Metrics. Australian Conference on Artificial Intelligence 2006: 1027-1031 - [c5]Andrei V. Kelarev:
A Polynomial Algorithm for Codes Based on Directed Graphs. CATS 2006: 87-92 - [c4]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: 187-198 - 2001
- [c3]Andrei V. Kelarev, Olga Sokratova:
Information Rates and Weights of Codes in Structural Matrix Rings. AAECC 2001: 151-158 - 2000
- [c2]Andrei V. Kelarev, Peter G. Trotter:
A Combinatorial Property of Languages and Monoids. Words, Languages & Combinatorics 2000: 228-239 - 1996
- [c1]Andrei V. Kelarev:
Combinatorial Properties of Sequences in Groups and Semirings. DMTCS 1996: 289-298
Informal and Other Publications
- 2022
- [i5]Ziaur Rahman, Xun Yi, Sk. Tanzir Mehedi, Rafiqul Islam, Andrei Kelarev:
Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions. CoRR abs/2205.00384 (2022) - [i4]Ziaur Rahman, Xun Yi, Sk. Tanzir Mehedi, Rafiqul Islam, Andrei Kelarev:
Blockchain Applicability for the Internet of Things: Performance and Scalability Challenges and Solutions. IACR Cryptol. ePrint Arch. 2022: 504 (2022) - 2021
- [i3]Ziaur Rahman, Xun Yi, Ibrahim Khalil, Andrei Kelarev:
Blockchain for IoT: A Critical Analysis Concerning Performance and Scalability. CoRR abs/2111.11158 (2021) - [i2]Ziaur Rahman, Xun Yi, Ibrahim Khalil, Andrei Kelarev:
Blockchain for IoT: A Critical Analysis Concerning Performance and Scalability. IACR Cryptol. ePrint Arch. 2021: 1551 (2021) - 2011
- [i1]Gleb Beliakov, Andrei V. Kelarev, John Yearwood:
Robust artificial neural networks and outlier detection. Technical report. CoRR abs/1110.0169 (2011)
Coauthor Index
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last updated on 2024-04-25 02:42 CEST by the dblp team
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