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Dr. Lokesh Singh

Assistant Professor

Alliance College of Engineering and Design

Dr. Lokesh Singh earned his Ph.D. in Information Technology from the National Institute of Technology Raipur, India. He did his Master of Engineering in Computer Science & Engineering from IET, DAVV University Indore and Bachelor of Engineering in computer science & engineering from the Rajiv Gandhi Proudyogiki Vishwavidyalaya (A State Technological University of MP). He has about several years of teaching and research experience with various reputed engineering institutes.

Dr. Singh has published several refereed articles in SCIE/Scopus indexed journals and conference proceedings published by reputed publishers. His current research interests include the web usage mining, machine learning, medical imaging, pattern recognition, digital image processing, and deep learning. He is the reviewer of reputed journals including Expert Systems with Applications (Elsevier), International Journal of Imaging Systems and Technology (Wiley), Journal of Intelligent & Fuzzy Systems and many more.

International Journals (SCI/SCOPUS) 

  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. "SLICACO: An automated novel hybrid approach for dermatoscopic melanocytic skin lesion segmentation." International Journal of Imaging Systems and Technology (2021) (SCIE).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. "TrCSVM: a novel approach for the classification of melanoma skin cancer using transfer learning." Data Technologies and Applications, Emerald (2020) (SCIE).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. " A hybrid feature fusion strategy for early fusion and majority voting for late fusion towards melanocytic skin lesion detection” International Journal of Imaging Systems and Technology, Wiley (SCIE).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. " An Empirical Review on Evaluating the Impact of Image Segmentation on the Classification Performance for Skin Lesion Detection." IETE Technical Review, (2021) (SCIE).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. “A Boosting-based Transfer Learning Method to Address Absolute-Rarity in Skin Lesion Datasets and Prevent Weight-Drift for Melanoma Detection”, Data Technologies and Applications, Emerald, (SCIE).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. " A Deep Learning-Based Framework for the Early Detection and Classification of Melanoma using Transfer Learning." Biomedical and Pharmacology Journal (2021) (SCOPUS).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. "Designing a retrieval-based diagnostic aid using effective features to classify skin lesion in dermoscopic images." Procedia Computer Science 167 (2020): 2172-2180 (SCOPUS).

 

Other International Journals

  • Awasthi, Richa, Lokesh Singh, and Asif Ullah Khan. "Estimation of Bursts Length and Design of a Fiber Delay Line Based OBS Router." Journal of Engineering Science and Technology 12, no. 3 (2017): 834-846.
  • Amrutkar, Bhagyashri, and Lokesh Singh. "Efficient Content Based Image Retrieval Using Combination of Dominant-Color Shape and Texture Features And K-Means Clustering." International Journal of Engineering and Computer Science 4 (2016).
  • Shrivastava, Apoorva, and Lokesh Singh. "A new hybrid encryption and steganography technique: a survey." International Journal of Advanced Technology and Engineering Exploration 3, no. 14 (2016).
  • Kalariya Ankit, Chaturvedi Setu, Singh Lokesh. Digital image watermarking using DWT based DCT technique Elixir Comp. Engg. 79 (2015); 79:30349–52.
  • Amrutkar, Bhagyashri, and Lokesh Singh. "Content Base Image Retrieval using Combination of Colour, Shape and Texture Features: A Meta-Analysis." International Journal of Computer Science and Information Technologies, Citeseer, 6 (5), (2015), 4327-4330.
  • Praveen Sharma, and Lokesh Singh. "Denoising method based on wavelet transforms: a review." Int. J. Eng. Innov. Technol. (IJEIT) 4, no. 5 (2014).
  • Sheetal Sisodia, Deepti Sisodia, Lokesh Singh, “Comprehensive Analysis of Energy Management Schems in MANETS”, International Journal of Advance Computing & Network (IJACN), Volume 1, Number 1, January-June (2013), pp. 26-32, Academic Research Journals, (India).
  • Ankita Baheti, Lokesh Singh, Asif Ullah Khan, “A Comparative Literature Survey on Various Image Encryption Standards”, International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, Vol. 2 Issue 4, April – (2013), pp, 1444-1450.
  • S. Ishi, Lokesh Singh, Manish Agrawal, “A Review of Image Inpainting Techniques to Restore Image”, IOSR Journal of Computer Engineering (IOSR-JCE), e-ISSN: 2278-0661, p- ISSN: 2278-8727, Volume 13, Issue 6 July - August (2013), PP. 08-13.
  • Ishi, M. S., Lokesh Singh, and Manish Agrawal. "A review on image inpainting to restore image." IOSR J Comput Eng 13, no. 6 (2013): 8-13.
  • Sheetal Sisodia, Deepti Sisodia, Lokesh Singh, “Comprehensive Analysis of Energy Management Schemes in MANETS”, International Journal of Advance Computing & Network Volume 1, Number 1, January-June (2013), pp. 26-32, Academic Research Journals, (India).
  • Deepti Sisodia, Lokesh Singh, Sheetal Sisodia, Khushboo Saxena, “Clustering Techniques: A Brief Survey of Different Clustering Algorithms”, International Journal of Latest Trends in Engineering & Technology (IJLTET), Vol. 1, Issue 3, Sept. (2012), ISSN: 2278-621X, pp.82-87.
  • Deepti Sisodia, Lokesh Singh, Sheetal Sisodia, “Web Based Secure SOA”, International Journal of Computing Algorithm, Vol 01, Issue 02, December (2012), ISSN: 2278-2397, pp.63-69.
  • Ritu Verma, Khusboo Saxena, Lokesh Singh, “Hidden Markov Model (HMM) for Speech Translation”, International Journal of Recent Development in Engineering Management and Social Science (IJRDEMSS), Vol. 1, Issue 2, May (2012), ISSN: 2278-1528, pp. 34-36.
  • Deepti Sisodia, Lokesh Singh, Sheetal Sisodia, Khushboo Saxena, “Clustering Techniques: A Brief Survey of Different Clustering Algorithms”, International Journal of Latest Trends in Engineering & Technology (IJLTET), Vol. 1, Issue 3, Sept. (2012), ISSN: 2278-621X, pp.82-87.
  • Deepti Sisodia, Lokesh Singh, Sheetal Sisodia, “Web Based Secure SOA”, International Journal of Computing Algorithm (IJCA), Vol 01, Issue 02, December (2012), ISSN: 2278-2397, pp.63-69.

International Conferences 

  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. "Classification of Hepatic Disease Using Machine Learning Algorithms." In Advances in Biomedical Engineering and Technology, pp. 161-173. Springer, Singapore, (2021) 167-173.
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. "Automated CAD System for Skin Lesion Diagnosis: A Review." Advances in Biomedical Engineering and Technology (2021): 295-320.
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu, and Chandra Prakash Rathore. "Classification and detection of breast cancer using machine learning." Social Networking and Computational Intelligence (2020): 269-282.
  • Lokesh Singh, Rekh Ram Janghel. "Image Denoising techniques: a brief survey." Harmony search and nature inspired optimization algorithms (2019): 731-740.
  • Deepti Sisodia, Lokesh Singh, and Sheetal Sisodia. "Fast and accurate face recognition using SVM and DCT." In Proceedings of the Second International Conference on Soft Computing for Problem Solving (SocProS 2012), December 28-30, (2014), pp. 1027-1038.
  • Manoj S. Ishi, Lokesh Singh, “Reconstruction of Images with Exemplar Based Image Inpainting and Patch Propagation”, IEEE 4th International Conference on Information Communication & Embedded Systems - "ICICES 2014", 27th & 28th Feb 2014, ISBN No.978-1-4799-3834-6/14/$31.00©2014 IEEE.
  • Deepti Sisodia, Lokesh Singh, and Sheetal Sisodia. "Incremental learning algorithm for face recognition using DCT." In 2013 IEEE international conference on emerging trends in computing, communication and nanotechnology (ICECCN), (2013): pp. 282-286. IEEE.

 

Book Chapters (02)

  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. “Transfer Boosting with Synthetic Instances for Class Imbalanced Skin Lesion Dataset” (2021) Data Mining Technologies using Machine Learning Algorithms (In press).
  • Lokesh Singh, Rekh Ram Janghel, and Satya Prakash Sahu. “MSDTrA: A Boosting based Transfer Learning Approach for Class Imbalanced Skin Lesion Dataset for Melanoma Detection”. Data Mining Technologies Using Machine Learning Algorithms, Wiley, (2021). (Scopus Indexed).