Publications


SCI Indexed Articles


  1. 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, Special Issue 1, pp. 1-14, November 2020. (Impact Factor: 0.723)
  2. 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 BigData”, Malaysian Journal of Computer Science, Special Issue 1, pp. 108-123, November 2020. (Impact Factor: 0.723)
  3. K. Shankar, Eswaran Perumal, Mohamed Elhoseny, Phong Thanh Nguyen, “An IoT-Cloud Based Intelligent Computer-Aided Diagnosis of Diabetic Retinopathy Stage Classification Using Deep Learning Approach”, CMC-Computers, Materials & Continua, Vol.66, No.2, pp.1665-1680, 2021. (Impact Factor: 4.89)
  4. Denis A. Pustokhin, Irina V. Pustokhina, Phuoc Nguyen Dinh, Son Van Phan, Gia Nhu Nguyen, Gyanendra Prasad Joshi. K. Shankar, “An effective deep residual network based class attention layer with bidirectional LSTM for diagnosis and classification of COVID-19”, Journal of Applied Statistics, November 2020. In press: https://doi.org/10.1080/02664763.2020.1849057 (Impact Factor: 1.031)
  5. C. S. S. Anupama, M. Sivaram, E. Laxmi Lydia, Deepak Gupta, K. Shankar, “Synergic deep learning model–based automated detection and classification of brain intracranial hemorrhage images in wearable networks”, Personal and Ubiquitous Computing, November 2020. In press: https://doi.org/10.1007/s00779-020-01492-2 (Impact Factor: 2.000)
  6. Bassam A. Y. Alqaralleh, Sachi Nandan Mohanty, Deepak Gupta, Ashish Khanna, K. Shankar, Thavavel Vaiyapuri, “Reliable Multi-Object Tracking Model using Deep Learning and Energy Efficient Wireless Multimedia Sensor Networks”, IEEE Access, November 2020. (Impact Factor: 3.745)
  7. K. Shankar and Eswaran Perumal, “A novel hand-crafted with deep learning features based fusion model for COVID-19 diagnosis and classification using chest X-ray images”, Complex & Intelligent Systems, November 2020. In press: https://doi.org/10.1007/s40747-020-00216-6 (Impact Factor: 3.791)
  8. Eunmok Yang, Velmurugan Subbiah Parvathy, P. Pandi Selvi, K. Shankar, Changho Seo, Gyanendra Prasad Joshi, Okyeon Yi, “Privacy Preservation in Edge Consumer Electronics by Combining Anomaly Detection with Dynamic Attribute-Based Re-Encryption”, Mathematics, Volume. 8, Issue.11, Page(s): 1-13, 2020. (Impact Factor: 1.747)
  9. Gia Nhu Nguyen, Nin Ho Le Viet, A. Francis Saviour Devaraj, R. Gobi, K. Shankar, “Blockchain Enabled Energy Efficient Red Deer Algorithm based Clustering Protocol for Pervasive Wireless Sensor Networks”, Sustainable Computing: Informatics and Systems, October 2020. In press: https://doi.org/10.1016/j.suscom.2020.100464 (Impact Factor: 2.798)
  10. T. Gopalakrishnan, D. Ruby, Fadi Al-Turjman, Deepak Gupta, Irina V. Pustokhina, Denis A. Pustokhin, K. Shankar, “Deep Learning Enabled Data Offloading with Cyber Attack Detection Model in Mobile Edge Computing Systems”, IEEE Access, Vol. 8, Page(s): 185938 – 185949, October 2020. (Impact Factor: 3.745)
  11. R. Bharathi, T. Abirami, S. Dhanasekaran, Deepak Gupta, Ashish Khanna, Mohamed Elhoseny, K. Shankar, “Energy Efficient Clustering with Disease Diagnosis Model for IoT based Sustainable Healthcare Systems”, Sustainable Computing: Informatics and Systems, Vol. 28, Pages: 100453 – 100460, December 2020. https://doi.org/10.1016/j.suscom.2020.100453 (Impact Factor: 2.798)
  12. Mohamed Elhoseny, R. Sundar Rajan, Mohammad Hammoudeh, K. Shankar, Omar Aldabbas, “Swarm intelligence–based energy efficient clustering with multihop routing protocol for sustainable wireless sensor networks”, International Journal of Distributed Sensor Networks, September 2020. In press: https://doi.org/10.1177%2F1550147720949133 (Impact Factor: 1.151)
  13. Mohamed Yacin Sikkandar, Bader Awadh Alrasheadi, Prakash NB, Hemalakshmi GR, Mohanarathinam A, K. Shankar, “Deep Learning based an Automated Skin Lesion Segmentation and Intelligent Classification Model”, Journal of Ambient Intelligence and Humanized Computing, September 2020. In press: https://doi.org/10.1007/s12652-020-02537-3 (Impact Factor: 4.594)
  14. A. Sherly Alphonse, K. Shankar, M.J.Jeyasheela Rakkini, Ananthakrishnan. S, Suganya Athisayamani, A. Robert Singh, Gobi R, “A Multi-scale and Rotation-Invariant Phase Pattern (MRIPP) and a Stack of Restricted Boltzmann Machine (RBM) with preprocessing for facial expression classification”, Journal of Ambient Intelligence and Humanized Computing, September 2020. In press: https://doi.org/10.1007/s12652-020-02517-7 (Impact Factor: 4.594)
  15. Hephzi Punithavathi, Dhanasekaran S, Duraipandy P, Laxmi Lydia E, Sivaram M, K. Shankar, “Optimal Dense Convolutional Network Model for Image Classification in Unmanned Aerial Vehicles based Adhoc Networks“, International Journal of Ad Hoc and Ubiquitous Computing, September 2020. In press. (Impact Factor: 0.714)
  16. B. Balakiruthiga, P. Deepalakshmi, Sachi Nandan Mohanty, Deepak Gupta, P. Pavan Kumar, K. Shankar, “Segment Routing Based Energy Aware Routing for Software Defined Data Center”, Cognitive Systems Research, Vol. 64, Pages: 146-163, December 2020. https://doi.org/10.1016/j.cogsys.2020.08.009 (Impact Factor: 1.902)
  17. Gyanendra Prasad Joshi, Eswaran Perumal, K. Shankar, Usman Tariq, Tariq Ahmad, Atef Ibrahim, “Toward Blockchain-Enabled Privacy-Preserving Data Transmission in Cluster-Based Vehicular Networks”, Electronics, Vol. 9, Issue. 9, Page(s): 1-15, August 2020. (Impact Factor: 2.412)
  18. Muzafer H. Saračević, Saša Z. Adamović, Vladislav A. Miškovic, Mohamed Elhoseny, Nemanja D. Maček, Mahmoud Mohamed Selim, K. Shankar, “Data Encryption for Internet of Things Applications Based on Catalan Objects and Two Combinatorial Structures”, IEEE Transactions on Reliability, Page(s): 1 – 12, August 2020. (Impact Factor: 3.177)
  19. A. Francis Saviour Devaraj, G. Murugaboopathi, Mohamed Elhoseny, K. Shankar, Kyungbok Min, Hyeonjoon Moon, Gyanendra Prasad Joshi, “An Efficient Framework for Secure Image Archival and Retrieval System using Multiple Secret Share Creation Scheme”, IEEE Access, Vol. 8, Page(s): 144310-144320, August 2020. (Impact Factor: 3.745)
  20. Aghila Rajagopal, Gyanendra Prasad Joshi, A. Ramachandran, R.T. Subhalakshmi, Manju Khari, Sudan Jha, K. Shankar, Jinsang You, “A Deep Learning Model Based on Multi-Objective Particle Swarm Optimization for Scene Classification in Unmanned Aerial Vehicles”, IEEE Access, Vol. 8, Page(s): 135383-135393, July 2020. (Impact Factor: 3.745)
  21. Bao Le Nguyen, E. Laxmi Lydia, Mohamed Elhoseny, Irina V. Pustokhina, Denis A. Pustokhin, Mahmoud Mohamed Selim, Gia Nhu Nguyen, K. Shankar, “Privacy Preserving Blockchain Technique to Achieve Secure and Reliable Sharing of IoT Data”, Computers, Materials & Continua, Vol.65, No.1, Page(s): 87-107, July 2020.
  22. Mohamed Elhoseny, Mahmoud Mohamed Selim, K. Shankar, “Optimal Deep Learning based Convolution Neural Network for digital forensics Face Sketch Synthesis in internet of things (IoT)”, International Journal of Machine Learning and Cybernetics, July 2020. In press: https://doi.org/10.1007/s13042-020-01168-6 (Impact Factor: 3.753)
  23. M.Sivaram, E. Laxmi Lydia, Irina V. Pustokhina, Denis A. Pustokhin, Mohamed Elhoseny, Gyanendra Prasad Joshi, K. Shankar, “An Optimal Least Square Support Vector Machine Based Earnings Prediction of Blockchain Financial Products”, IEEE Access, June 2020. (Impact Factor: 4.098)
  24. K. Shankar, Yizhuo Zhang, Yiwei Liu, Ling Wu, Chi-Hua Chen, “Hyperparameter Tuning Deep Learning for Diabetic Retinopathy Fundus Image Classification”, IEEE Access, Page(s): 118164-118173, June 2020. (Impact Factor: 4.098)
  25. Aghila Rajagopal, A. Ramachandran, K. Shankar, Manju Khari, Sudan Jha, Yongju Lee, Gyanendra Prasad Joshi, “Fine-tuned Residual Network-based Features with Latent Variable Support Vector Machine-based Optimal Scene Classification Model for Unmanned Aerial Vehicles”, IEEE Access, Page(s): 118396-118404, June 2020. (Impact Factor: 4.098)
  26. Irina Valeryevna Pustokhina, Denis Alexandrovich Pustokhin, Deepak Gupta, Ashish Khanna, K. Shankar, Gia Nhu Nguyen, “An Effective Training Scheme for Deep Neural Network in Edge Computing Enabled Internet of Medical Things (IoMT) Systems”, IEEE Access, Volume. 8, Issue. 1, Page(s): 107112-107123, December 2020. (Impact Factor: 4.098)
  27. V. Porkodi, A. Robert Singh, Abdul Rahaman Wahab Sait, K. Shankar, Eunmok Yang, Changho Seo, Gyanendra Prasad Joshi, “Resource Provisioning for Cyber–Physical–Social System in Cloud-Fog-Edge Computing using Optimal Flower Pollination Algorithm”, IEEE Access, Volume. 8, Issue. 1, Page(s): 105311 – 105319, December 2020. (Impact Factor: 4.098)
  28. Irina Valeryevna Pustokhina, Denis Alexandrovich Pustokhin, Joel J. P. C. Rodrigues, Deepak Gupta, Ashish Khanna, K. Shankar, Changho Seo, Gyanendra Prasad Joshi, “Automatic Vehicle License Plate Recognition using Optimal K-Means with Convolutional Neural Network for Intelligent Transportation Systems”, IEEE Access, Volume: 8, Issue: 1, Page(s): 92907 – 92917, December 2020. (Impact Factor: 4.098)
  29. Ben Sujitha, Velmurugan Subbiah Parvathy, E. Laxmi Lydia, Poonam Rani, Zdzislaw Polkowski, K. Shankar, “Optimal deep learning based image compression technique for data transmission on industrial Internet of things applications”, Transactions on Emerging Telecommunications Technologies, April 2020. In press: https://doi.org/10.1002/ett.3976 (Impact Factor: 1.258)
  30. N. Krishnaraj, Mohamed Elhoseny, E. Laxmi Lydia, K. Shankar, Omar ALDabbas, “An efficient radix trie‐based semantic visual indexing model for large‐scale image retrieval in cloud environment”, Software: Practice and Experience, April 2020. In press: https://doi.org/10.1002/spe.2834 (Impact Factor: 1.931)
  31. A. Francis Saviour Devaraj, Mohamed Elhoseny, S.Dhanasekarana, E. LaxmiLydia, K. Shankar, “Hybridization of firefly and Improved Multi-Objective Particle Swarm Optimization algorithm for energy efficient load balancing in Cloud Computing environments”, Journal of Parallel and Distributed Computing, Volume. 142, Page(s): 36-45, August 2020.(Impact Factor: 1.819)
  32. Sachi Nandan Mohanty, E. LaxmiLydia, Mohamed Elhoseny, Majid M. GethamiAl Otaibi, K. Shankar, “Deep learning with LSTM based distributed data mining model for energy efficient wireless sensor networks”, Physical Communication, Volume. 40, June 2020. (Impact Factor: 1.451)
  33. Joshua Samuel Raj, S. Jeya Shobana, Irina Valeryevna Pustokhina, Denis Alexandrovich Pustokhin, Deepak Gupta, K. Shankar, “Optimal Feature Selection based Medical Image Classification using Deep Learning Model in Internet of Medical Things”, IEEE Access, Volume: 8, Issue:1, Page(s): 58006-58017, December 2020. (Impact Factor: 4.098)
  34. K. Shankar, Abdul Rahaman WahabSait, DeepakGupta, S.K.Lakshmanaprabu, Ashish Khanna, Hari Mohan Pandey, “Automated Detection and Classification of Fundus Diabetic Retinopathy Images using Synergic Deep Learning Model”, Pattern Recognition Letters, Volume 133, Pages 210-216, May 2020. (Impact Factor: 2.81)
  35. J. Uthayakumar, Mohamed Elhoseny, K. Shankar, “Highly Reliable and Low-Complexity Image Compression Scheme Using Neighborhood Correlation Sequence Algorithm in WSN”, IEEE Transactions on Reliability, February 2020. (Impact Factor: 2.888)
  36. Karuppaiah Geetha, Veerasamy Anitha, Mohamed Elhoseny, K. Shankar, Pourya Shamsolmoali, Mahmoud M. Selim, “An evolutionary lion optimization algorithm-based image compression technique for biomedical applications”, Expert Systems,  January 2020. (Impact Factor: 1.505)
  37. K. Shankar, Mohamed Elhoseny, “Trust Based Cluster Head Election of Secure Message Transmission in MANET Using Multi Secure Protocol with TDES”, Journal for Universal Computer Science, Vol. 25, No. 10, Page(s): 1221-1239, 2019. (Impact Factor: 0.910)
  38. E. Laxmi Lydia, Joshua Samuel Raj, R. Pandi Selvam, Mohamed Elhoseny, K. Shankar, “Application of discrete transforms with selective coefficients for blind image watermarking”, Transactions on Emerging Telecommunications Technologies,  2019. In Press. DOI: https://doi.org/10.1002/ett.3771 (Impact Factor: 1.258)
  39. Kiran Kumar Patro, Surya Prakasa Rao Reddi, S. K. Ebraheem Khalelulla, P. Rajesh Kumar, K. Shankar, “ECG data optimization for biometric human recognition using statistical distributed machine learning algorithm”, The Journal of Supercomputing, October 2019. In Press. https://doi.org/10.1007/s11227-019-03022-1 (Impact Factor: 2.157)
  40. Sachi Nandan Mohanty, K. C. Ramya, S. Sheeba Rani, Deepak Gupta, K. Shankar,
    S. K. Lakshmanaprabu, Ashish Khanna, “An efficient Lightweight integrated Block chain (ELIB) model for IoT security and privacy”, Future Generation Computer Systems, Volume 102, Page(s): 1027-1037,  January 2020. (Impact Factor: 5.768)
  41. Shweta Sankhwar, Deepak Gupta, K. C. Ramya, S. Sheeba Rani, K. Shankar, S. K. Lakshmanaprabu, “Improved grey wolf optimization-based feature subset selection with fuzzy neural classifier for financial crisis prediction”, Soft Computing, 2019.In Press. https://doi.org/10.1007/s00500-019-04323-6  (Impact Factor: 2.784)
  42. S. Famila, A. Jawahar, A. Sariga, K. Shankar, “Improved artificial bee colony optimization based clustering algorithm for SMART sensor environments”, Peer-to-Peer Networking and Applications, 2019.In Press. https://doi.org/10.1007/s12083-019-00805-4 (Impact Factor: 2.397)
  43. S.K.Lakshmanaprabu, Mohamed Elhoseny, K. Shankar. “Optimal Tuning of Decentralized Fractional Order PID Controllers for TITO Process using Equivalent Transfer Function”, Cognitive Systems Research,  Volume 58, Pages 292-303, December 2019. (Impact Factor: 1.384)
  44. Ashit Kumar Dutta, Mohamed Elhoseny, Vandna Dahiya, K. Shankar, “An efficient hierarchical clustering protocol for multihop Internet of vehicles communication”, Transactions on Emerging Telecommunications Technologies,  2019. In Press. https://doi.org/10.1002/ett.3690 (Impact Factor: 1.258)
  45. Mohamed Elhoseny, K. Shankar, J. Uthayakumar, “Intelligent Diagnostic Prediction and Classification System for Chronic Kidney Disease”, Nature Scientific Reports, July 2019. In Press. https://doi.org/10.1038/s41598-019-46074-2 (Impact Factor: 4.011)
  46. Mohamed Elhoseny and K. Shankar, “Reliable Data Transmission Model for Mobile Ad Hoc Network Using Signcryption Technique”, IEEE Transactions on Reliability, Page(s): 1-10, June 2019. In Press. https://doi.org/10.1109/TR.2019.2915800 (Impact Factor: 2.888)
  47. K. Shankar, Lakshmanaprabu S.K, Ashish Khanna, Sudeep Tanwar, Joel J.P.C.Rodrigues, Nihar Ranjan Roy, “Alzheimer detection using Group Grey Wolf Optimization based features with convolutional classifier”, Computers & Electrical Engineering, Volume 77, Pages 230-243, July 2019. (Impact Factor: 2.189)
  48. N. Krishnaraj, Mohamed Elhoseny, M. Thenmozhi, Mahmoud M. Selim,
    K. Shankar, “Deep learning model for real-time image compression in Internet of Underwater Things (IoUT)”, Journal of Real-Time Image Processing, May 2019. In Press. https://doi.org/10.1007/s11554-019-00879-6 (Impact Factor: 2.588)
  49. Lakshmanaprabu S.K, Sachi Nandan Mohanty, Sheeba Rani S,  Sujatha Krishnamoorthy, Uthayakumar J, K.Shankar, “Online clinical decision support system using optimal deep neural networks”, Applied Soft Computing Journal, Volume 81, Page(s): 1-10, August 2019. (Impact Factor: 4.873)
  50. Mohamed Elhoseny, Gui-Bin Bian, SK. Lakshmanaprabu, K. Shankar, Amit Kumar Singh, Wanqing Wu, “Effective Features to Classify Ovarian Cancer Data in Internet of Medical Things, Computer Networks”, Volume 159, Pages 147-156, August 2019.(Impact Factor: 3.030)
  51. Mohamed Elhoseny, K.Shankar, “Optimal Bilateral Filter and Convolutional Neural Network based Denoising Method of Medical Image Measurements”, Measurement, Volume 143, Pages 125-135, September 2019. (Impact Factor: 2.791)
  52. Tang Xiaogangr, Wang Sun’an, Liao Mingxue, Liu Litian, K. Shankar, “Channel usability pattern guided spectrum prediction and sensing”, Journal of Intelligent & Fuzzy Systems, May 2019. In Press. https://doi.org/10.3233/JIFS-179084 (Impact Factor: 1.637)
  53. P. Uma Maheswari, P. Manickam, K. Sathesh Kumar, Andino Maseleno, K. Shankar, “Bat optimization algorithm with fuzzy based PIT sharing (BF-PIT) algorithm for Named Data Networking (NDN)”, Journal of Intelligent & Fuzzy Systems, April 2019. In Press. https://doi.org/10.3233/JIFS-179086 (Impact Factor: 1.637)
  54. V K Senthil Ragavan, Mohamed Elhoseny, K. Shankar, “An Enhanced Whale Optimization Algorithm for Vehicular Communication Networks”, International Journal of Communication Systems, April 2019. https://doi.org/10.1002/dac.3953 (Impact Factor: 1.278)
  55. B.S.Murugan, MohamedElhoseny, K.Shankar, J. Uthayakumar, “Region-based scalable smart system for anomaly detection in pedestrian walkways”, Computers and Electrical Engineering, Volume. 75, Pages 146–160, May 2019. (Impact Factor: 2.189)
  56. S.K.Lakshmanaprabu, K.Shankar, Rani S.Sheeba, Abdulhay Enas, N.Arunkumar, Gustavo Ramirez, J.Uthayakumar, “An effect of big data technology with ant colony optimization based routing in vehicular ad hoc networks: Towards smart cities”, Journal of Cleaner Production, Volume. 217, Pages 584-593, April 2019. (Impact Factor: 6.395)
  57. S. K. Lakshmanaprabu, K. Shankar, M. Ilayaraja, Abdul Wahid Nasir, V.  Vijayakumar Naveen Chilamkurti, “Random forest for big data classification in the internet of things using optimal features”, International Journal of Machine Learning and Cybernetics, Volume 10, Issue 10, pp 2609–2618, October 2019. (Impact Factor: 2.692).
  58. K. Shankar, SK. Lakshmanaprabu, Deepak Gupta, Ashish Khanna, Victor Hugo C. de Albuquerque, “Adaptive Optimal Multi Key Based Encryption for Digital Image Security”, Concurrency and Computation: Practice and Experience, December 2018. In press:  https://doi.org/10.1002/cpe.5122 (Impact Factor: 1.167).
  59. J. Uthayakumar, Noura Metawa, K. Shankar, S. K. Lakshmanaprabu, “Financial crisis prediction model using ant colony optimization”, International Journal of Information Management, December 2018. In press: https://doi.org/10.1016/j.ijinfomgt.2018.12.001 (Impact Factor: 5.063)
  60. J. Uthayakumar, Noura Metawa, K. Shankar, S. K. Lakshmanaprabu, “Intelligent hybrid model for financial crisis prediction using machine learning techniques”, Information Systems and e-Business Management, December 2018. In press: https://doi.org/10.1007/s10257-018-0388-9 (Impact Factor: 1.621)
  61. K. Shankar, Mohamed Elhoseny, R. Satheesh Kumar, S. K. Lakshmanaprabu, Xiaohui Yuan, “Secret image sharing scheme with encrypted shadow images using optimal homomorphic encryption technique”, Journal of Ambient Intelligence and Humanized Computing, December 2018. In press: https://doi.org/10.1007/s12652-018-1161-0 (Impact Factor: 1.910)
  62. K. Shankar, Mohamed Elhoseny, E. Dhiravidachelvi, SK. Lakshmanaprabu, Wanqing Wu, “An Efficient Optimal Key Based Chaos Function for Medical Image Security”, IEEE Access, Vol.6, Issue.1, page(s): 77145-77154, December 2018. (Impact actor: 4.098).
  63. Deepak Gupta, Ashish Khanna, Lakshmanaprabu SK, Shankar K, Vasco Furtado, Joel J. P. C. Rodrigues, “Efficient Artificial Fish Swarm Based Clustering Approach on Mobility Aware Energy-Efficient for MANET”, Transactions on Emerging Telecommunications Technologies – Wiley, November 2018. In press: https://doi.org/10.1002/ett.3524 (Impact Factor:1.258)
  64. Lakshmanaprabu S.K, Sachi Nandan Mohanty, K. Shankar, Arunkumar N, Gustavo Ramireze, “Optimal deep learning model for classification of lung cancer on CT images”, Future Generation Computer Systems, Volume 92, Pages 374-382, March 2019. (Impact Factor: 5.768)
  65. Mohamed Elhoseny, K. Shankar, S. K. Lakshmanaprabu, Andino Maseleno, N. Arunkumar, “Hybrid optimization with cryptography encryption for medical image security in Internet of Things”, Neural Computing and Applications – Springer, October 2018. https://doi.org/10.1007/s00521-018-3801-x (Impact Factor: 4.664)
  66. T. Avudaiappan, R. Balasubramanian, S. SundaraPandiyan, M. Saravanan,
    S. K. Lakshmanaprabu, K. Shankar, “Medical Image Security Using Dual Encryption with Oppositional Based Optimization Algorithm”, Journal of Medical Systems, Volume 42, Issue 11, pp.1-11, November 2018. (Impact Factor: 2.415)
  67. Lakshmanaprabu SK, K.Shankar, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, Plácido R. Pinheiro, Victor Hugo C. de Albuquerque, “Ranking Analysis for Online Customer Reviews of Products Using Opinion Mining with Clustering”, Complexity – Hindawi, Vol. 2018, Page(s): 1-9, September 2018. (Impact Factor: 2.591)
  68. K. Karthikeyan, R. Sunder, K. Shankar, S. K. Lakshmanaprabu, V. Vijayakumar, Mohamed Elhoseny, Gunasekaran Manogaran, “Energy consumption analysis of Virtual Machine migration in cloud using hybrid swarm optimization (ABC–BA)”, The Journal of Supercomputing – Springer, September 2018. https://doi.org/10.1007/s11227-018-2583-3 (Impact Factor: 2.157)
  69. K. Shankar, Mohamed Elhoseny, Lakshmanaprabu S K, Ilayaraja M, Vidhyavathi RM,  Majid Alkhambashi , “Optimal feature level fusion based ANFIS classifier for brainMRI image classification”, Concurrency and Computation: Practice and Experience – Wiley, August 2018. In press: https://doi.org/10.1002/cpe.4887 (Impact Factor: 1167).
  70. Laxmi Lydia E, Krishna Kumar P, K. Shankar, Lakshmanaprabu SK, Vidhyavathi RM, Andino Maseleno, “Charismatic Document Clustering Through Novel K-Means Non-Negative Matrix Factorization (KNMF) Algorithm Using Key Phrase Extraction”, International Journal of Parallel Programming – Springer,August 2018. (In press: https://doi.org/10.1007/s10766-018-0591-9  (Impact Factor: 1.258)
  71. K. Shankar, Lakshmanaprabu S.K, Deepak Gupta, Andino Maseleno, Victor Hugo C. de Albuquerque, “Optimal Features Based Multi Kernel SVM Approach for Thyroid Disease Classification”, The Journal of Supercomputing – Springer, June 2018. In press: https://doi.org/10.1007/s11227-018-2469-4  (Impact Factor: 2.157)
  72. Lakshmanaprabu SK, K.Shankar, Ashish Khanna, Deepak Gupta, Joel J. P. C. Rodrigues, Plácido R. Pinheiro, Victor Hugo C. de Albuquerque, “Effective Features to Classify Big Data using Social Internet of Things”,  IEEE Access, Volume.6, page(s):24196-24204, April 2018. (Impact Factor: 4.098).
  73. S. Ramkumar, K. Sathesh Kumar, T. Dhiliphan Rajkumar, M. Ilayaraja, K. Shankar, “A review-classification of electrooculogram based human computer interfaces“, Biomedical Research, Volume. 29, Issue. 6, page(s): 1078-1084, 2018. (Impact Factor: 0.219).
  74. K. Shankar and P. Eswaran. “RGB Based Multiple Share Creation in Visual Cryptography with Aid of Elliptic Curve Cryptography”, China Communications, Volume. 14, Issue. 2,page(s): 118-130, February 2017. (Impact Factor: 1.882).
  75. K. Shankar and P. Eswaran. “RGB Based Secure Share Creation in Visual Cryptography Using Optimal Elliptic Curve Cryptography Technique”, Journal of Circuits, Systems, and Computers, Volume. 25, No. 11, page(s): 1650138-1 to 23, November 2016. (Impact Factor: 0.939).

SCOPUS Indexed Articles (Selected Publications)


  1. K. Shankar, “IoT with Cloud-Based End to End Secured Disease Diagnosis Model using Light Weight Cryptography and Gradient Boosting Tree”, Recent Advances in Computer Science and Communications, Vo l. 12, No. 1, Page(s): 1-8, 2020.
  2. K. Shankar, Eswaran Perumal, Abdul Rahaman Wahab Sait, Irina Pustokhina, Denis Alexandrovich Pustokhin , “A Secure Visual Share Creation Model using Cauchy Mutation Based Steam Cipher for Digital Image Security”, International Journal of Advanced Science and Technology, Vol. 29, No. 8s, Pages(s): 676-687, April 2020.
  3. K. Shankar, M. Ilayaraja, P. Deepalakshmi, S. Ramkumar, K. Sathesh Kumar, “Effective MKSVM Classifier with LDA Methods for Brain Tumor Detection in MR Images”, International Journal of Recent Technology and Engineering (IJRTE), Volume.8, Issue. 4S2, Page(s): 987- 992, December 2019.
  4. K.Shankar, Lakshmanaprabu S. K, “Optimal key based homomorphic encryption for color image security aid of ant lion optimization algorithm”, International Journal of Engineering & Technology, Volume. 7, Issue. 9, page(s): 22-27, 2018.
  5. M. Ilayaraja, R. Pandi Selvam, KP. Kavitha, Irina Pustokhina, Denis Alexandrovich Pustokhin,K. Shankar, “Machine Learning in Healthcare Diagnosis System using Density Based Clustering with Logistic Regression Classification Model”, International Journal of Advanced Science and Technology, Vol. 29, No. 8s, Page(s): 730-740, April 2020.
  6. E. Laxmi Lydia, N. Sharmil, K. Shankar, Andino Maseleno, “Analysing the Performance of Classification Algorithms on Diseases Datasets”, International Journal on Emerging Technologies, Vol. 10, Issue.3, Page(s): 224-230, 2019.
  7. C. Devi Parameswari, K. Shankar, “Digital Image Secure Share Creation Techniques Analysis”, International Journal of Engineering and Advanced Technology (IJEAT), Volume.9, Issue. 1S4, Page(s):510- 513, December 2019.
  8. C. Devi Parameswari, K. Shankar, “Medical Image Security – the State-of-the-Art”, International Journal of Recent Technology and Engineering (IJRTE), Volume.8 , Issue. 4S2, Page(s): 542-545, December 2019.
  9. Ridawati Sulaeman, Saprudin, Phong Thanh Nguyen, E. Laxmi Lydia, K. Shankar, “Clinical Decision Support and Predictive Analytics”, Journal of Environmental Treatment Techniques, Volume.7, Page(s): 1209-1214, 2019.
  10. Muhamad Muslihudin, Rita Irviani, Prayugo Khoir, Andino Maseleno, K. Shankar, S.K. Lakshmanaprabhu, “Classifying the Level of Economic of Citizen Using Fuzzy Multiple Attribute Decision Making”, Applied Mechanics and Materials, Vol. 892, Page(s): 88-93, June 2019.
  11. E. Laxmi Lydia, B. PRASAD, Gogineni Hima Bindu, K. Shankar, K. Vijaya Kumar, “Parallel Computation Performing kernel-Based Clustering Algorithm Using Particle Swarm Optimization For The Big Data Analytics”, International Journal of Recent Technology and Engineering (IJRTE), Volume.8, Issue. 2, Page(s): 4753 – 4756, July 2019.
  12. E. Laxmi Lydia, R. Pandi Selvam, U.S. Kirutikaa, R. Saranya, M. Ilayaraja, K. Shankar, Andino Maseleno, “Transforming Health Care Big Data Implementing through Aprior-Mapreduce”, International Journal on Emerging Technologies, Vol. 10, Issue. 2, Page(s): 71-77, 2019.
  13. M. Ilayaraja, S. Hemalatha, P. Manickam, K. Sathesh Kumar, K. Shankar, “Supervised Classifier Approach for Intrusion Detection on KDD with Optimal MapReduce Framework Model in Cloud Computing”, Recent Advances in Computer Science and Communications, Vol. 12, No. 1, 2019. pp. 1-11, 2019.
  14. Pardimin, Apriadi, WidhiyaNinsiana, M. Ihsan Dacholfany, KarnawiKamar, KamarulShukri Mat The, Miftachul Huda, April Lia Hananto, Muhammad Muslihudin, K. Shankar, Natalia V. Kamenez, AndinoMaseleno, “Developing Multimedia Application Model for basic Mathematics Learning”, Journal of Advanced Research in Dynamical and Control Systems, Vol. 10, 14-Special Issue, page(s): 1347- 1356, 2018.
  15. Ristiani, Pardimin, KamarulShukri Mat Teh, Ahmad Fauzi, April Lia Hananto, Miftachul Huda, Muhamad Muslihudin, K. Shankar, AndinoMaseleno, “Decision Support System Model for Selection of Best Formula Milk for Toddlers Using Fuzzy Multiple Attribute Decision Making”, Journal of Advanced Research in Dynamical and Control Systems, Vol. 10, 02-Special Issue, 2018.
  16. Muhammad Muslihudin, RismaWanti, Hardono, Nurfaizal, K.Shankar, Ilayaraja M, AndinoMaseleno, Fauzi, DwiRohmadiMustofa, Muhammad Masrur, Siti Mukodimah, “Prediction of Layer Chicken Disease using Fuzzy Analytical Hierarcy Process”, International Journal of Engineering & Technology, Volume. 7, Issue-2.26, page(s): 90-94, June 2018.
  17. M. Miftakul Amin, Andino Maseleno, K.Shankar, Eswaran Perumal, R.M. Vidhyavathi, Lakshmanaprabu SK, “Active Database System Approach and Rule Based in the Development of Academic Information System”, International Journal of Engineering & Technology, Volume. 7, Issue-2.26, page(s): 95-101, June 2018.
  18. Nur Aminudin, Eni Sundari, K.Shankar, P. Deepalakshmi, Fauzi, Rita Irviani, Andino Maseleno, “Weighted Product and Its Application to Measure Employee Performance”, International Journal of Engineering & Technology, Volume. 7, Issue-2.26, page(s): 102-108, June 2018.
  19. Nur Aminudin, Andino Maseleno, K.Shankar, S. Hemalatha, K. Satheshkumar, Fauzi, Rita Irviani, Muhamad Muslihudin, “Nur Algorithm on Data Encryption and Decryption”, International Journal of Engineering & Technology, Volume. 7, Issue-2.26, page(s): 109-118, June 2018.
  20. PandiSelvam Raman, K.Shankar, Ilayaraja M, “Securing cluster based routing against cooperative black hole attack in mobile ad hoc network”, International Journal of Engineering & Technology, Volume. 7, Issue. 9, page(s): 6-9, 2018.
  21. Lakshmanaprabu S.K, K. Shankar, Sabura Banu U, “Optimal Model Based Control for Reverse Osmosis Desalination Process”, Journal of Advanced Research in Dynamical and Control Systems, Volume. 9, Issue. 18, page(s): 2909-2916, December 2017.
  22. K.Sathesh Kumar, K.Shankar, M. Ilayaraja, M. Rajesh, “Sensitive Data Security in Cloud Computing Aid of Different Encryption Techniques”, Journal of Advanced Research in Dynamical and Control Systems, Volume. 9, Issue. 18, page(s): 2888-2899, December 2017.
  23. K.Shankar and P.Eswaran. “Sharing a Secret Image with Encapsulated Shares in Visual Cryptography”, Procedia Computer Science, Elsevier, Volume: 70, Page(s): 462-468, 2015.
  24. K.Shankar and P. Eswaran. “ECC Based Image Encryption Scheme with aid of Optimization Technique using Differential Evolution Algorithm”, International Journal of Applied Engineering Research, Volume: 10, No.5, pp. 1841–1845, 2015.

WEB OF SCIENCE INDEXED ARTICLES


  1. K. Shankar, Eswaran Perumal, R. M. Vidhyavathi, “Deep neural network with moth search optimization algorithm based detection and classification of diabetic retinopathy images”, SN Applied Sciences, Vol. 2, Issue. 4, March 2020. In press: https://doi.org/10.1007/s42452-020-2568-8
  2. M. Sivaram, B. Ayshwarya, WahidahHashim, Phong Thanh Nguyen, K. Shankar, EkoPrabowo, Satria Abadi, Miftachul Huda, Andrei V. Ochepovsky, AndinoMaseleno, “School Now, Pay Later”, Revista San Gregorio, No. 32, Special Issue August 2019. pp. 196-203.
  3. M. Sivaram, B. Ayshwarya, Muhammad RizkyPribadi, Phong Thanh Nguyen, K. Shankar, Amin Salih Mohammed, Satria Abadi, Miftachul Huda, Dian Permana Putra, WahidahHashim, AndinoMaseleno,V. Porkodi, V. Manikandan, Andrei V. Ochepovsky, “Saving Private Money”, Revista San Gregorio, No. 32, Special Issue August 2019. pp. 204-211.
  4. AndinoMaseleno, B. Ayshwary, Tatyana N. Ivanova, WahidahHashim, Phong Thanh Nguyen, K. Shankar, Muhammad Kristiawan, Miftachul Huda, “General theoretical and philosophical aspects of modern education”, Revista San Gregorio, No. 32, Special Issue August 2019. pp. 212-217.
  5. AndinoMaseleno, Alicia Y.C. Tang, Moamin A. Mahmoud, Marini Othman, K.Shankar, “Big Data and E – Learning in Education”, International Journal of Computer Science and Network Security, Vol.18 No.5, page(s): 171-174, May 2018.

Chapters in Book


  1. Andino Maseleno, Wahidah Hashim, Eswaran Perumal, M. Ilayaraja, K. Shankar, “Access control and classifier-based blockchain technology in e-healthcare applications”, Intelligent Data Security Solutions for e-Health Applications, Academic Press – Elsevier, ISBN: 9780128195116, Page(s): 151-167, 2020.
  2. P. Chinnasamy, P. Deepalakshmi, K. Shankar, “An analysis of security access control on healthcare records in the cloud”, Intelligent Data Security Solutions for e-Health Applications, Academic Press – Elsevier, ISBN: 9780128195116, Page(s): 113-130, 2020.
  3. P. Deepalakshmi and K. Shankar, “Role and Impacts of Ant Colony Optimization in Job Shop Scheduling Problems: A Detailed Analysis”, Evolutionary Computation in Scheduling, Wiley Publisher, ISBN: 978-1-119-57384-5, Page(s): 11-36, 2020.
  4. Andino Maseleno, Marini Othman, P. Deepalakshmi, K. Shankar, M. Ilayaraja, “Hash Function Based Optimal Block Chain Model for the Internet of Things (IoT)”, Handbook of Multimedia Information Security: Techniques and Applications, Multimedia Systems and Applications, Springer Publisher, ISBN: 978-3-030-15887-3, Page(s): 289-300, 2019.
  5. Abdul Rahaman Wahab Sait, J. Uthayakumar, K. Shankar, K. Sathesh Kumar, “Introduction to Multimedia Tools and Applications”, Handbook of Multimedia Information Security: Techniques and Applications, Multimedia Systems and Applications, Springer Publisher,ISBN: 978-3-030-15887-3, Page(s):3-14, 2019.
  6. Mohamed Elhoseny and K. Shankar, “Energy Efficient Optimal Routing for Communication in VANETs via Clustering Model”, Emerging Technologies for Connected Internet of Vehicles and Intelligent Transportation System Networks, Studies in Systems, Decision and Control, Vol. 242, ISBN: 978-3-030-22772-2, Page(s):1-14, 2019.
  7. K. Shankar, M. Ilayaraja, K. Sathesh Kumar and Eswaran Perumal, “Mobility and QoS Analysis in VANET Using NMP with Salp Optimization Models”, Emerging Technologies for Connected Internet of Vehicles and Intelligent Transportation System Networks, Studies in Systems, Decision and Control, Vol. 242, ISBN: 978-3-030-22772-2, Page(s):15-26, 2019.
  8. K. Shankar, Mohamed Elhoseny, Eswaran Perumal, M. Ilayaraja, K. Sathesh Kumar, “An Efficient Image Encryption Scheme Based on Signcryption Technique with Adaptive Elephant Herding Optimization”, Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, Advanced Sciences and Technologies for Security Applications, ISBN: 978-3-030-16837-7, Page(s): 31- 42, 2019.
  9. P. Manickam, K. Shankar, Eswaran Perumal, M. Ilayaraja, K. Sathesh Kumar, “Secure Data Transmission Through Reliable Vehicles in VANET Using Optimal Lightweight Cryptography”, Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, Advanced Sciences and Technologies for Security Applications, ISBN: 978-3-030-16837-7, Page(s): 193-204, 2019.
  10. A. Bhuvaneshwaran, P. Manickam, M. Ilayaraja, K. Sathesh Kumar, K. Shankar, Clustering Based Cybersecurity Model for Cloud Data, Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, Advanced Sciences and Technologies for Security Applications, ISBN: 978-3-030-16837-7, Page(s): 227-240, 2019.
  11. K. Shankar, M. Ilayaraja, P. Deepalakshmi, S. Ramkumar, K. Sathesh Kumar, S. K. Lakshmanaprabu, AndinoMaseleno, Opinion Mining Analysis of E-Commerce Sites using Fuzzy Clustering with Whale Optimization Techniques, Expert Systems in Finance – Smart Financial Applications in Big Data Environments, Banking, Money and International Finance Series, 1st Edition, ISBN: 9780367109523.
  12. AndinoMaseleno, K. Shankar, Miftachul Huda, Marini Othman, PrayugoKhoir, Muhammad Muslihudin, Citizen economic level using SAW, Expert Systems in Finance – Smart Financial Applications in Big Data Environments, Banking, Money and International Finance Series, 1st Edition, ISBN: 9780367109523.
  13. K. Shankar and P. Eswaran, An Efficient Image Encryption Technique Based on Optimized Key Generation in ECC Using Genetic Algorithm. In: Artificial Intelligence and Evolutionary Computations in Engineering Systems, Dash, S.S., M.A. Bhaskar, B.K. Panigrahi and S. Das (Eds.). Springer, India, ISBN: 978-81-322-2656-7, 2016, page(s): 705-714. (DOI: 10.1007/978-81-322-2656-7_64).

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