Sornalakshmi Krishnan

Employment

• SRM Institute of Science and Technology

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (27)

• Computer vision and Generative AI for yield prediction in Digital Agriculture
  Proceedings of the 2nd IEEE International Conference on Networking and Communications 2024, ICNWC 2024 2024 DOI: 10.1109/ICNWC60771.2024.10537337
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• Experimental Analysis on IVPM Implementation for Image Processing Workflows
  Proceedings - 3rd International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2024 2024 DOI: 10.1109/ACCAI61061.2024.10601974
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• A Comprehensive Study on the Application of Machine Learning Algorithms in the Prognosis of Ovarian Cancer
  Open Biomedical Engineering Journal 2023 DOI: 10.2174/18741207-v17-e230705-2022-HT28-4371-10
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• An empirical analysis of stateful operator migration for online scheduling in distributed stream processing systems
  Microprocessors and Microsystems 2023 DOI: 10.1016/j.micpro.2023.104811
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• A Technical Survey on Deep Learning and AI Solutions for Plant Quality and Health Indicators Monitoring in Agriculture
  3rd International Conference on Smart Electronics and Communication, ICOSEC 2022 - Proceedings 2022 DOI: 10.1109/ICOSEC54921.2022.9951943
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• Analysis of Cryptographic Hashing Algorithms for Image Identification in Deduplication Process
  Lecture Notes on Data Engineering and Communications Technologies 2022 DOI: 10.1007/978-981-16-1866-6_62
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• Dynamic Auto Reconfiguration of Operator Placement in Wireless Distributed Stream Processing Systems
  Wireless Personal Communications 2022 DOI: 10.1007/s11277-021-08264-y
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• Fire Detection System using Deep Learning Techniques
  4th International Conference on Inventive Research in Computing Applications, ICIRCA 2022 - Proceedings 2022 DOI: 10.1109/ICIRCA54612.2022.9985499
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• Question Answering System using NLP and BERT
  3rd International Conference on Smart Electronics and Communication, ICOSEC 2022 - Proceedings 2022 DOI: 10.1109/ICOSEC54921.2022.9952050
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• Analysis of text classification methods with large volume of tweets using deep learning
  International Journal of System of Systems Engineering 2021 DOI: 10.1504/IJSSE.2021.121464
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• Sentiment analysis of food reviews using user rating score
  Lecture Notes in Networks and Systems 2021 DOI: 10.1007/978-981-15-5329-5_39
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• Video Tampering Detection Using Difference-Hashing Algorithm
  Journal of Physics: Conference Series 2021 DOI: 10.1088/1742-6596/1804/1/012145
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• A Hybrid Technique for Unsupervised Dimensionality Reduction by Utilizing Enriched Kernel Based PCA and DBSCAN Clustering Algorithm
  Lecture Notes in Networks and Systems 2020 DOI: 10.1007/978-3-030-33846-6_53
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• An architectural framework of a decision support system (DSS) to increase the returns of small scale farmers in Kanchipuram District, India
  EAI Endorsed Transactions on Energy Web 2020 DOI: 10.4108/EAI.13-7-2018.163978
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• An improved analytics model for analysing the data using customer feedback
  Journal of Advanced Research in Dynamical and Control Systems 2020 DOI: 10.5373/JARDCS/V12SP7/20202398
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• Dynamic operator scaling for distributed stream processing systems for fluctuating streams
  Journal of Advanced Research in Dynamical and Control Systems 2020 DOI: 10.5373/JARDCS/V12SP7/20202422
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• Prediction for type of mobile application based on user’s behavior
  International Journal of Pharmaceutical Research 2020 DOI: 10.31838/ijpr/2020.12.01.229
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• Prediction of Gender Using Machine Learning
  New Trends in Computational Vision and Bio-Inspired Computing - Selected Works Presented at the ICCVBIC 2018 2020 DOI: 10.1007/978-3-030-41862-5_128
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• Shortest path of a graph using centrality measures
  International Journal of Advanced Trends in Computer Science and Engineering 2020 DOI: 10.30534/ijatcse/2020/210932020
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• Distributed streaming big data analytics for internet of things (IoT)
  Handbook of Research on Big Data Storage and Visualization Techniques 2018 DOI: 10.4018/978-1-5225-3142-5.ch012
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