koncharman
Data scientist focusing on Natural Language Processing (NLP). Researcher with multiple publications on scientific journals and conferences.
Pinned Repositories
ClickTMtool
Open source text mining tool developed with RShiny. The main concepts of ClickTMtool are related to Word Clustering, Topic modelling, Text classification and Feature selection. ClickTMtool does not require code scripting and has no restrictions on the imported dataset!!!
patents_smart_home
In this repository we provide the dataset that was used to conduct patent analysis in one of my previous research studies!!
Vulnerability_exploit_prediction_using_descriptions
In this repository we provide functionalities for exploitation prediction of security vulnerabilities using topc modelling, word clustering and machine learning (classification) models. We also provide data that are releted to our experiments and findings.
koncharman's Repositories
koncharman/ClickTMtool
Open source text mining tool developed with RShiny. The main concepts of ClickTMtool are related to Word Clustering, Topic modelling, Text classification and Feature selection. ClickTMtool does not require code scripting and has no restrictions on the imported dataset!!!
koncharman/patents_smart_home
In this repository we provide the dataset that was used to conduct patent analysis in one of my previous research studies!!
koncharman/Vulnerability_exploit_prediction_using_descriptions
In this repository we provide functionalities for exploitation prediction of security vulnerabilities using topc modelling, word clustering and machine learning (classification) models. We also provide data that are releted to our experiments and findings.