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Biography




Prof. Vijayakumar Varadarajan

The University of New South Wales, Sydney, Australia

Email: v.varadarajan@unsw.edu.au ; vijayakumar.varadarajan@gmail.com


Qualifications

2012 Ph.D., Computer Engineering, Anna University, India

2000 M.Sc., Computer Engineering, Vellore Engineering College, India

1999 B.Sc., Computer Engineering, University of Madras, India


Publications (Selected)

  1. Siguang Chen, Li Yang, Chuanxin Zhao, Vijayakumar Varadarajan, Kun Wang., "Double-blockchain Assisted Secure and Anonymous Data Aggregation for Fog-enabled Smart Grid", Elsevier-Engineering Journal (IF 6.6), DOI: 10.1016/j.eng.2020.06.018, 2020
  2. Buddhadeb Pradhan, V. Vijayakumar, Sanjoy Pratihar, Deepak Kumar, K. Hemant Kumar Reddy, Diptendu Sinha Roy., "A genetic algorithm based energy efficient group paging approach for IoT over 5G", Elsevier-Journal of Systems Architecture (IF 2.6), DOI: 10.1016/j.sysarc.2020.101878, 2020
  3. AnkitKumar, Vijayakumar Varadarajan, AbhishekKumar, PankajDadheech, Surendra Singh Choudhary, V.D.AmbethKumar, B.K.Panigrahi, Kalyana C.Veluvolu.,"Black hole attack detection in vehicular ad-hoc network using secure AODV routing algorithm", Elsevier-Microprocessors and Microsystems, 2020
  4. Vijayakumar Varadarajan, Piet Kommers, Vincenzo Piuri and Subramaniyaswamy V.,"Recent trends, Challenges and Applications in Cognitive Computing for Intelligent Systems", IOS-Journal of Intelligent & Fuzzy Systems, vol. 39, no. 6, 2020
  5. Palanisamy, R.,Mohana Sundram, K., Selvakumar, K., Boopathi, C.S.,Selvabharathi, D.,Vijayakumar, V., "Artificial Neural Network based SVPWM for Five Level Cascaded H-bridge Inverter fed Grid connected PV System", IOS Press-JIFS, DOI: 10.3233/JIFS-189163, 2020
  6. Palanisamy, R.,Mohana Sundram, K.,Selvakumar, K.,Boopathi, C.S.,Selvabharathi, D.,Vijayakumar, V., "Artificial Neural Network based SVPWM for Five Level Cascaded H-bridge Inverter fed Grid connected PV System", IOS Press-JIFS, vol. 39, no. 6, pp. 8453-8462, 2020
  7. Kamili Asra, Fatima Izat, Hassan Muzamil, Parah Shabir A, Vijaya Kumar V, Ambati L. S, "Embedding information reversibly in medical images for e-health", Journal of Intelligent & Fuzzy Systems, vol. 39, no. 6, pp. 8389-8398, 2020
  8. Quadir, Md Abdul.,Christy Jackson, J.,Prassanna, J.,Sathyarajasekaran, K.,Kumar, K.,Sabireen, H.,Ubarhande, Shivam.,Vijaya Kumar, V., "Select this result for bulk action CiteAn efficient algorithm to detect DDoS amplification attacks", IOS Press- Journal of Intelligent & Fuzzy Systems, vol. 39, no. 6, pp. 8565-8572, 2020
  9. Rajalakshmi E, Subramaniyaswamy V, Vijayakumar V, Logesh R, "Location‐based social network recommendations with computational intelligence‐based similarity computation and user check‐in behavior", WILEY-Concurrency and Computation: Practice and Experience, doi.org/10.1002/cpe.6106, 2020
  10. L. Ashok Kumar, B. Madhan Raj,V. Vijayakumar,V. Indragandhi,V. Subramaniyaswamy,Hamid.R. Karimi, Kalyana C. Veluvolu, "Analysis of Electric Motor Magnetic Core Loss under Axial Mechanical Stress", MDPI-Sensors, 20(23), 2020
  11. Sudhakar S, Vijayakumar V, Sujatha K, Gunasekaran S, SathiyaKumar C, Saravanan P, Subramaniyaswamy V, "Investigation on Agricultural Land Selection using Hybrid Fuzzy Logic System", Scalable Computing: Practice and Experience, Vol 21, No 4, 2020
  12. C.S.R. Prabhu, Tony Jan, Mukesh Prasad, Vijayakumar Varadarajan, "FOG ANALYTICS - A SURVEY", Malaysian Journal of Computer Science, pp. 140-151, 2020
  13. R. Joshua Samuel Raj, M. Viju Prakash, T. Prince, K. Shankar, Vijayakumar Varadarajan, Fredi Nonyelu, "WEB BASED DATABASE SECURITY IN INTERNET OF THINGS USING FULLY HOMOMORPHIC ENCRYPTION AND DISCRETE BEE COLONY OPTIMIZATION", Malaysian Journal of Computer Science, pp. 1-14, 2020
  14. E. Laxmi Lydia, G. Jose Moses, Vijayakumar Varadarajan, Fredi Nonyelu, Andino Maseleno, Eswaran Perumal, K. Shankar, "CLUSTERING AND INDEXING OF MULTIPLE DOCUMENTS USING FEATURE EXTRACTION THROUGH APACHE HADOOP ON BIG DATA", Malaysian Journal of Computer Science, pp. 108-123, 2020
  15. Sebastian Łaskawiec, Michał Choraś, Rafał Kozik, Vijayakumar Varadarajan, "Intelligent operator: Machine learning based decision support and explainer for human operators and service providers in the fog, cloud and edge networks", Elsevier-Journal of Information Security and Applications, doi.org/10.1016/j.jisa.2020.102685, 2020
  16. Christy Jackson Joshua, Vijayakumar Varadarajan, "An optimization framework for routing protocols in VANETs: a multi-objective firefly algorithm approach", Springer-Wireless Networks, doi.org/10.1007/s11276-019-02072-w
  17. Poongodi, M., Varadarajan, V., Al-Turjman, F., Hamdi, M., Maode, M. (2020) "Intrusion Prevention System for DDoS Attack on VANET with reCAPTCHA Controller Using Information Based Metrics", IEEE Access, 7, pp. 158481-158491.
  18. Chen S., Zheng Y., Lu W., Varadarajan, V., and Wang K. (2020) "Energy-optimal Dynamic Computation Offloading for Industrial IoT in Fog Computing", IEEE Transactions on Green Communications and Networking, (7), DOI: 10.4108/eai.13-7-2018.162689.
  19. Alamelu, M. , Pradeep Kumar, T.S. , Vijayakumar, V.,"Fuzzy rule based SLA generation algorithms for web based multi party negotiation systems", IOS Press-JIFS, DOI: 10.3233/JIFS-189153, 2020
  20. Latif, Ghazanfar , Alghazo, Jaafar , Maheswar, R. , Vijayakumar, V., Butt, Mohsin.,"Deep learning based intelligence cognitive vision drone for automatic plant diseases identification and spraying", IOS Press-JIFS, DOI: 10.3233/JIFS-189132, 2020
  21. Thompson Stephan, Kushal Sharma, Achyut Shankar, S. Punitha, Vijayakumar Varadarajan, Peide Liu., "Fuzzy-Logic inspired Zone-Based Clustering Algorithm for Wireless Sensor Networks", Springer-International Journal of Fuzzy Systems, 2020
  22. Sheezan Fayaz, Shabir A. Parah, Vijaya Kumar V.,"Underwater image restoration: A state of the art review", IET Image Processing, 2020
  23. Subramaniyaswamy, V., Vijayakumar, V. , "An intelligent location recommender system utilizing multi-agent induced cognitive behavioural model", Taylor & Francis, Enterprise Information Systems, 2020
  24. Christy, Jackson J , Rekha, D , Vijayakumar, V , Carvalho, Glaucio H.S.,"Optimal broadcast scheduling method for VANETs: An adaptive discrete firefly approach", IOS Press-JIFS, DOI: 10.3233/JIFS-189134, 2020
  25. Karthikeyan, M.P. , Venkatesan, R. , Vijayakumar, V. , Ravi, Logesh , Subramaniyaswamy, V.,"White blood cell detection and classification using Euler’s Jenks optimized multinomial logistic neural networks", IOS Press-JIFS, DOI: 10.3233/JIFS-189152, 2020
  26. Sudhakar S, Vijayakumar V, Sujatha Krishnamoorthy, Gunasekaran S, Sathiya Kumar C, Saravanan Palani, Subramaniyaswamy Vairavasundaram, "Investigation on Agricultural Land Selection using Hybrid Fuzzy Logic System", Scalable Computing: Practice and Experience, 21(3), 2020.
  27. Senthilselvan, N. , Subramaniyaswamy, V. , Vijayakumar, V. , Karimi, Hamid Reza , Aswin, N. , Ravi, Logesh, "Distributed frequent subgraph mining on evolving graph using SPARK", IOS Press-JIFS, DOI: 10.3233/IDA-194601, 2020
  28. Nath, Keshab , Dhanalakshmi, R , Vijayakumar, V. , Aremu, Bashiru , Kumar Reddy, K Hemant , Gao, Xiao-Zhi, "Uncovering hidden community structures in evolving networks based on neighborhood similarity", IOS Press-JIFS, DOI: 10.3233/JIFS-189150, 2020
  29. Dayal, Ras Bihari , Vijayakumar, V. , Kushwaha, Rahul Chandra , Kumar, Abhishek , Ambeth Kumar, V. D. , Kumar, Ankit, "A cognitive model for adopting ITIL framework to improve IT services in Indian IT industries", IOS Press-JIFS, DOI: 10.3233/JIFS-189131, 2020
  30. Stephan, Thompson , Rajappa, Ananthnarayan , Sendhil Kumar, K.S. , Gupta, Shivang , Shankar, Achyut , Vijayakumar, V., "Modified fuzzy-based greedy routing protocol for VANETs", IOS Press-JIFS, DOI: 10.3233/JIFS-189154, 2020
  31. Wen-Jer Chang, Che-Lun Su, Vijayakumar Varadarajan. (2020) "Fuzzy Controller Design for Nonlinear Singular Systems with External Noises subject to passivity constraints", Wiley-Asian Journal of Control, 22.
  32. R.Rajasing, Yash S.M, Shubham S.C, Indragandhi V, Vijayakumar V, Saravanan P, Subramaniyaswamy V. (2020) "IoT embedded cloud-based intelligent power quality monitoring system for industrial drive application", Elsevier-Future Generation Computer Systems, 112, pp. 884-898.
  33. Poongodi, M., Hamdi, M., Vijayakumar V., Bharat S Rawal, Maode Ma. (2020) "An Effective Electronic waste management solution based on Blockchain Smart Contract in 5G Communities", IEEE 3rd 5G World Forum.
  34. Arunkumar S, V. Subramaniyaswamy, Logesh R, V. Vijayakumar & V. Indragandhi. (2020) "Robust image steganography approach based on RIWT-Laplacian pyramid and histogram shifting using deep learning", Springer-Multimedia Systems, DOI https://doi.org/10.1007/s00530-020-00665-6
  35. Indrajeet K, Chandradeep B, Kamred Udham S, Abhishek Kumar, V. Vijayakumar. (2020) "The state of the Art of Deep Learning Models in Medical Science and their Challenges", Springer-Multimedia Systems.
  36. D. Kumar, D. S. Roy, K. H. K. Reddy, S. Pratihar, V. Vijayakuamr, B. Pradhan. (2020) "Energy Efficient Group Paging for Mobility and QoS constrained IoT over next generation LTE-A Pro - 5G NR rendezvous", Elsevier-Journal of Systems Architecture. (Under Final Review)
  37. N. Kirn Kumar, V. Indra Gandhi, LogeshRavi, V. Vijayakumar, V. Subramaniyaswamy. (2020), "Improving Security for Wind Energy Systems in Smart Grid Applications using Digital Protection Technique", Elsevier-Sustainable Cities and Society, DOI: https://doi.org/10.1016/j.scs.2020.102265.
  38. N. Sivaramakrishnan, V. Subramaniyaswamy, Amelec Viloria, V. Vijayakumar & N. Senthilselvan. (2020), "A deep learning-based hybrid model for recommendation generation and ranking", Springer-Neural Computing and Applications, DOI: https://doi.org/10.1007/s00521-020-04844-4.
  39. Senthilselvan, N., Subramaniyaswamy, V., Vijayakumar, V., Karimi, Hamid Reza, Aswin, N., Ravi, Logesh., (2020), "Distributed frequent subgraph mining on evolving graph using SPARK", IOS- Intelligent Data Analysis, 24(3), pp. 495-513. DOI: 10.3233/IDA-194601.
  40. V. Subramaniyaswamy, R. Logesh, D. Malathi, V. Vijayakumar, Hamid Reza Karimi, Marimuthu Karuppiah. (2020), "Effective user preference mining-based personalised movie recommendation system", Inderscience-International Journal of Computer Aided Engineering and Technology, 10.1504/IJCAET.2020.10029314.
  41. V.N. Pranathy, V. Indragandhi, Kiran Sathyan, V. Vijayakumar, Ravi Logesh, V. Subramaniyaswamy. (2020) "Wireless power transfer with tuning capacitor compensation for electric vehicle applications", International Journal of Vehicle Information and Communication Systems.
  42. V. Indragandhi, V. Subramaniyaswamy, R. Logesh, V. Vijayakumar, P. Manimekalai. (2020) "An overview of electric vehicle converter configurations, control methods and charging techniques", International Journal of Vehicle Information and Communication Systems.
  43. Surendar Selvasubramaniam, Elangovan Mahadevan, Akshay Elangovan, Vijayakumar Varadarajan. (2020) "Effect of feature and sampling ratio on tool wear classification during boring operation using tree-based algorithms", International Journal of Vehicle Information and Communication Systems.
  44. B. Durgalakshmi, V. Vijayakumar. (2020) "Feature selection and classification using support vector machine and decision tree", Wiley-Computational Intelligence, DOI: https://doi.org/10.1111/coin.12280.
  45. Sivaramakrishnan N, Subramaniyaswamy V, Logesh Ravi, Vijayakumar V, Xiao-Zhi Gao, Rakshana Sri S L. (2020) "An Effective User Clustering-based Collaborative Filtering Recommender System with Grey-Wolf Optimization", International Journal of Bio-Inspired Computation.
  46. M. Poongodi, V. Vijayakumar, Naveen Chilamkurti. (2020) "Bitcoin price prediction using ARIMA model", International Journal of Internet Technology and Secured Transactions, DOI:10.1504/IJITST.2020.10028982.
  47. Abdul Qadir Md, Varadarajan Vijayakumar. (2020) "Combined Preference Ranking Algorithm for Comparing and Initial Ranking of Cloud Services", Recent Advances in Electrical & Electronic Engineering, 13(2), pp. 260 - 275. DOI:10.2174/1872212113666190215145330.