M. Soumya Krishnan currently serves as Assistant Professor in the Department of Computer Science and I.T., School of Arts & Sciences, Amrita Vishwa Vidyapeetham, Kochi.
Qualification: M.C.A., M. Sc.(CS), M.Phil (CS).
Publications
| Year of Publication | Title |
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2019 |
Anjana Menon, R, S., and M. Soumya Krishnan, “Post-Operative Patients Analysis using Data Mining Techniques ”, International Journal of Recent Technology and Engineering (IJRTE) , vol. 8, no. 1, 2019.[Abstract] The post-operative patient analysis begins immediately after the surgery. The post-operative care depends on both the type of surgery and the previous health history. With the help of this analysis we can find if there exist any complications or not. In this paper we are analyzing the data of Post-Operative patients and we are identifying the state of the patient using J48 – a Data Mining Approach. After that, we are comparing various classification techniques in data mining and predicting their accuracy for post-operative patients data set. We are comparing Naïve Bayesian, SMO, LWL, J48 classifiers using performance measures like Receiver Operating Characteristic), Root mean squared Error, Kappa statistics and Mean Absolute Error using WEKA tool. Different Techniques in Data Mining could be used for the extraction of data from large data sources. Data Mining Approaches can be used in several fields like Medicine, Education, Fraud Detection, Marketing etc. More »» |
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2019 |
Ann Joseph, Reshma Sebastian, and M. Soumya Krishnan, “Crowd Sourced Software Engineering; An Agile Approach”, International Journal of Recent Technology and Engineering (IJRTE) , vol. 8, no. 1, 2019.[Abstract] In this research, a methodology for crowdsourcing was developed to incorporate these methods into software development. The entire SDLC crowdsourcing model is being developed and attempted to integrate with Agile. This is done to speed up the process of agile development, as agile is a software engineering methodology based on rapid application development (RAD). The workers of the crowdsourcing process are assigned individually the roles of the agile methods, which perform the agile tasks and produce the results. |
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2018 |
M. Soumya Krishnan, “RFP based Requirement Prioritization – A One-Step Solution”, Elsevier, Materials Today: Proceedings, vol. 5, no. 1, pp. 642-649, 2018.[Abstract] Every IT companies start off with their project by prioritizing the RFPs received from their client. These requirement prioritization techniques are practiced to diagnose and categorize the momentous requirements that are put forward by each client. Based on this prioritization strategy, the products are delivered to the client on a timely and needy basis. It is found that, IT |
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