Data Wrangling
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This is a data collection project from a content management website. It collects images from the site and stores it in Google Drive.
Posts by Collection
portfolio
Exploratory Data Analysis
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As part of this work, I’ve analyzed various datasets and explored different types of use cases.
Classification Analysis
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As part of this work, I’ve worked on classification tasks different types of use cases.
Regression Analysis
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As part of this work, I’ve worked on regression tasks for different types of use cases.
Feature Engineering
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As part of this work, I’ve listed various projects where I worked on feature engineering techniques like feature creation, feature selection, etc.,.
Parkinson Disease Analytics
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A classification task to identify what kind of symptoms are highly available for the persons affected by Parkinson disease
publications
Interest Aware Influential Information Disseminators in Social Networks
Published in SN Applied Sciences, 2009
It tries to identify the influential people in the network
Recommended citation: Santhoshkumar, Srinivasan., and LD Dhinesh Babu. "Interest Aware Influential Information Disseminators in Social Networks" SN Applied Sciences 1, no. 11 (2019): 1456 https://doi.org/10.1007/s42452-019-1436-x
An Effective Rumor Control Approach for Online Social Networks
Published in Information Systems Design and Intelligent Applications, 2019
This paper uses Pulse Vaccination technique to control rumors
Recommended citation: Santhoshkumar, S., and LD Dhinesh Babu. "An Effective Rumor Control Approach for Online Social Networks." Information Systems Design and Intelligent Applications. Springer, Singapore, 2019. 63-73 https://rd.springer.com/chapter/10.1007/978-981-13-3329-3_7
A Parallel Neural Network approach for Faster Rumor Identification in Online Social Networks
Published in International Journal on Semantic Web and Information Systems, 2019
This work tries to identify rumors at the earliest using CNN
Recommended citation: Santhoshkumar, Srinivasan., and LD Dhinesh Babu. "A Parallel Neural Network approach for Faster Rumor Identification in Online Social Networks" International Journal on Semantic Web and Information Systems (IJSWIS) 15, no. 4 (2019): 69-89. https://doi.org/10.4018/IJSWIS.2019100105
A Neuro-Fuzzy approach to detect Rumors in Online Social Networks
Published in International Journal of Web Services Research, 2020
This paper uses neuro fuzzy technique to identify the rumors
Recommended citation: Santhoshkumar, Srinivasan., and LD Dhinesh Babu (2020), ”A Neuro-Fuzzy approach to detect Rumors in Online Social Networks” International Journal of Web Services Research (IJWSR) 17(1), 64-82 https://doi.org/10.4018/IJWSR.2020010104
A Bio-inspired Defensive Rumor Confinement Strategy in Online Social Networks
Published in Journal of Organizational and End User Computing, 2020
This work is Controlling the rumor in online social networks from the inspiration of insects
Recommended citation: Santhoshkumar, Srinivasan., and LD Dhinesh Babu (2020), ”A Bio-inspired Defensive Rumor Confinement Strategy in Online Social Networks” Journal of Organizational and End User Computing 17(1), 64-82 https://doi.org/10.4018/IJWSR.2020010104
talks
Guest Lecture on Java – Real time tools and applications
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This guest lecture was given to around 150+ B.Tech students of VIT, Vellore on various real time tools and applications used in Industry. As part of this lecture, I’ve presented demo on important Java tools that are used for development.
Guest Lecture on SCM – Industry practices and tools
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Software Configuration Management - This guest lecture was given to the Masters students of VIT, Vellore on various tools and practices used in Industry on SCM.
Conference Proceedings talk on Rumor Control
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Effectively controlling the rumors in online social networks using pulse vaccination technique is discussed in this talk.
Guest Lecture on Software construction and Maintenance tools in Industry
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This guest lecture was given to two batches of M.Tech students of VIT, Vellore on software construction and maintenance techniques/policies in constructing a new software product. As part of this lecture, I’ve presented demo on software construction activities during development. I’ve shown how to create different artifacts during the development of a software.
Guest Lecture on Professional Software Development Using Java
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This guest lecture was given to two batches of M.C.A/M.Tech students of VIT, Vellore on Software Development using Java.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.