Roshan Rajendrakumar Karwa

@mitra.ac.in

Assistant Professor (Computer Science & Engineering)
PRMIT&R



              

https://researchid.co/rrkarwa

RESEARCH INTERESTS

Data Science, Machine Learning, Natural Language Processing

4

Scopus Publications

15

Scholar Citations

2

Scholar h-index

1

Scholar i10-index

Scopus Publications

  • Cuttlefish Algorithm-Based Deep Learning Model to Predict the Missing Data in Healthcare Application
    A. Sasi Kumar, T. Rajesh Kumar, R. Balamanigandan, R. Meganathan, Roshan Karwa, and R. Mahaveerakannan
    Springer Nature Singapore


  • Automated hybrid Deep Neural Network model for fake news identification and classification in social networks


  • Artificial intelligence based approach to validate the authenticity of news
    Roshan R. Karwa and Sunil R. Gupta
    IEEE
    Misinformation isn’t definitely new thing; it is way before the inception of social media. It is evolving since 14th century but the term like "fake news", "post truth" are used commonly during movement of 2016 US presidential election. People use social media to read news as it is lost cost and user friendly platform; also it is possible to share news on social media with one click. With this merit, it is also having major disadvantage. If the news is false or misleading news then spread of such news will have adverse consequence on civilization. Therefore, battling fake news is important and has now become developing area of research. Researchers are using Artificial Intelligence based approach such as machine learning and natural language processing to battle with the fake news. This paper presents a comprehensive overview of the earlier detection techniques as well as proposes mathematical model and methodology to improve the result.

RECENT SCHOLAR PUBLICATIONS

  • Cuttlefish Algorithm-Based Deep Learning Model to Predict the Missing Data in Healthcare Application
    A Sasi Kumar, T Rajesh Kumar, R Balamanigandan, R Meganathan, ...
    International Conference on Data Analytics & Management, 513-528 2023

  • Automated Hybrid Deep Neural Network Model for Fake News Identification and Classification in Social Networks
    RR Karwa, SR Gupta
    International Journal of Automation and Smart Technology 13 (1), 2409-2409 2023

  • Automated hybrid Deep Neural Network model for fake news identification and classification in social networks
    RR Karwa, SR Gupta
    Journal of Integrated Science and Technology 10 (2), 110-119 2022

  • Artificial intelligence based approach to validate the authenticity of news
    RR Karwa, SR Gupta
    2021 International Conference on Advances in Electrical, Computing 2021

  • Detect Misinformation Using Two Stage Semantic Extractor Based On Neural Network Classification
    RR Karwa, SR Gupta
    Webology (ISSN: 1735-188X) 18 (6) 2021

  • Identifying Tags and Trends by Opinion Analysis of Social Media Data about current Indian Economy: Text Mining Approach using Word Cloud
    DSRG Roshan Karwa
    Test Engineering and Management, 8863 - 8870 2020

  • Drowsy Driver Detection and Alert System
    PRRK Gauri Thakare, Vaishnavi Shirbhate, Tanmay Fuse, Sanjiv Sharma
    International Journal of Advanced Research in Computer and Communication 2018

  • Database Cache Management System
    PRRK H. V. Chainani, S.S.Kale, R. R. Sarad
    International Journal for Scientific Research & Development 6 (2), 2334-2336 2018

  • Pulling social media twitter data into R
    ARD Roshan R. Karwa,Vishal V. Rath,Parag P.Kadu
    International Journal of Electronics,Communication and Soft Computing 2018

  • A Review on Web Sentiment Analysis for Scoring Positive or Negative Words using Social Networking Sites
    GBS Parag Kadu, V.S.Sakharkar, S.V.Baghel,R.R.Karwa
    International Journal of Advance Research in Engineering, Science 2017

  • Review: Web Semantics in Cloud Computing
    RK Rupali Meshram, Komal Hole, Pranita Deshmukh
    IJSER 7 (2), 378-381 2016

  • Word sense disambiguation: hybrid approach with annotation up to certain level–a review
    RR Karwa, MB Chandak
    International Journal of Engineering Trends and Technology (IJETT) 18 2014

  • A NOVEL AUTOMATED BLOOD BANK SYSTEM USING ARDUINO
    VV Rathi, R Karwa
    GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES

  • Approaches of Resolving the Ambiguities of Word in Sentences
    R Karwa

  • A Knowledge based Approach to Resolve Word Level Ambiguity for Machine Translation
    RR KarwaA, MB ChandakB, D PandeC

  • AN HYBRID APPROACH TO WORD SENSE DISAMBIGUATION WITH AND WITHOUT LEARNED KNOWLEDGE
    R Karwa, M Chandak

MOST CITED SCHOLAR PUBLICATIONS

  • Automated hybrid Deep Neural Network model for fake news identification and classification in social networks
    RR Karwa, SR Gupta
    Journal of Integrated Science and Technology 10 (2), 110-119 2022
    Citations: 10

  • Word sense disambiguation: hybrid approach with annotation up to certain level–a review
    RR Karwa, MB Chandak
    International Journal of Engineering Trends and Technology (IJETT) 18 2014
    Citations: 3

  • Artificial intelligence based approach to validate the authenticity of news
    RR Karwa, SR Gupta
    2021 International Conference on Advances in Electrical, Computing 2021
    Citations: 2