Dhruba Jyoti Kalita (Faculty)

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Dhruba Jyoti Kalita

Assistant Professor,
Department of Computer Science

6201045366   |   [email protected]



Qualifications
PhD. from NIT. Jamshedpur (Pursuing)
Area Of Research
Machine learning
Optimization
Data Analysis
Professional Experience
7.5 years
Projects Executed
(Patent) Patent on "Method for Designing Dynamic Frame Work for Tuning SVM Hyper Parameters based on Moth-Flame Optimization and Knowledge-Based-Search.
(Project )Working on a project under Collaborative Research Scheme (CRS) named “Content- Based Image Retrieval System Assisted by Mammogram Classification for the Diagnosis of Breast Cancer” funded by AICTE as Principal Investigator (PI).
List Of Publications
Dhruba Jyoti Kalita, Vibhav Prakash Singh, and Vinay Kumar. "A Dynamic Framework for Tuning SVM Hyper Parameters based on Moth-Flame Optimization and Knowledge-Based-Search." Expert Systems with Applications (2020): 114139. [SCI, Impact factor: 5.452]
Dhruba Jyoti Kalita and Shailendra Singh. "SVM Hyper parameters optimization using quantized multi-PSO in dynamic environment." Soft Computing 24.2 (2020): 1225-1241.[SCI, Impact factor: 3.05]
Dhruba Jyoti Kalita, Vibhav Prakash Singh, and Vinay Kumar. "SVM Hyper-Parameters Optimization using Multi-PSO for Intrusion Detection." Social Networking and Computational Intelligence. Springer, Singapore, 2020. 227-241. (Scopus)
Dhruba Jyoti Kalita, Vibhav Prakash Singh, and Vinay Kumar. "A Survey on SVM Hyper-Parameters Optimization Techniques." Social Networking and Computational Intelligence. Springer, Singapore, 2020. 243-256. (Scopus)
Abhishek Kumar, Dhruba Jyoti Kalita, and Vibhav Prakash Singh. "A Modern Pothole Detection technique using Deep Learning." 2nd International Conference on Data, Engineering and Applications (IDEA). IEEE, 2020. (IEEE)
Vibhav Prakash Singh, Dhruba Jyoti Kalita, and Shashank Tripathi. "Classifying Gene Expression Data of Cancer Using Multistage Ensemble of Neural Networks." Available at SSRN 3349578 (2019).
Chakrapani, Sumit Raj, Vibhav Prakash Singh and Dhruba Jyoti Kalita. “Detection of Chronic Kidney Disease Using Artificial Neural Network”, International Conference – ICRAMSTEL(2019)
Surendra Kumar Dr Harsh Kumar, and Dhruba Jyoti Kalita. "Sentiment Analysis in Today’s Trend: A Review." International Journal of Engineering and Computer Science 6.4 (2017).
Chakrapani, Abhishek, Vibhav Prakash Singh and Dhruba Jyoti Kalta. ” Chronic Kidney Disease Detection using Random Forests and Eigenvectors Based Feature Selection”, International Conference- AISCC- 2020 (Springer) (Accepted)
Dhruba Jyoti Kalita, Vibhav Prakash Singh and Vinay Kumar, “Two way Threshold based Intelligent Water Drop Feature Selection Algorithm for Accurate Detection of Breast Cancer “ [Communicated to SCI journal “Soft Computing (Springer)” ](Status: Minor Revision)
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