Publications

Areas of Interest

Natural Language Processing

Aspect based Sentiment Analysis

Evolutionary Computation

Time Series Analysis and Forecasting

Web Presence

Google Scholar: https://scholar.google.co.in/citations?hl=en&authuser=1&user=n2550_UAAAAJ

Git Hub: https://github.com/GCharu

Research Gate: https://www.researchgate.net/profile/Charu_Gupta16

Scopus Profile: https://www.scopus.com/authid/detail.uri?authorId=57200845541

Vidwan URL: https://vidwan.inflibnet.ac.in/profile/136697

LinkedIn: https://www.linkedin.com/in/charu-gupta-44087a30/

Journals

“Senti-NSetPSO: Large Sized Document Level Sentiment Analysis using Neutrosophic Set & Particle Swarm Optimization”, Applied Soft Computing, Springer, 2019 [Accepted for publication]
“A Scientometric Analysis of Transient Patterns in Recommender System with Soft Computing Techniques [Accepted for Publication]
"MOOC_RecSys: An Experimental Study on Online Course recommendation System based on Naïve Bayes Classification”, International Conference on Computational Intelligence and Data Science, Procedia, Computer Science, Elsevier, 2019 [Accepted for publication].
“DE-ForABSA: A Novel Approach to Forecast Automobiles Sales using Aspect Based Sentiment Analysis and Differential Evolution”, International Journal of Information Retrieval Research, 9(1), pp. 33-49, 2019
“Fuzzy Logic in Natural Language Processing – A Closer View”, International Conference on Computational Intelligence and Data Science, Procedia, Computer Science, Vol. 132, pp. 1375-1384, Elsevier, 2018.
“ClusFuDE: Forecasting low dimensional numerical data using an Improved Method based on Automatic Clustering, Fuzzy Relationships and Differential Evolution” Engineering Applications of Artificial Intelligence, 71C, Elsevier, pp. 175-189, Feb, 2018
“A Genetic Algorithm based Approach in Predicting and Optimizing Sickle Cell Anemia” Global Journal of Enterprise Information System, 8(4), pp. 92-97, Dec 2016.
“A Hybrid Classification Algorithm based on Subtractive Clustering and Incremental Learning”, Int. Jr. Advanced Research in Computer Science and Software Engineering, 5(4), pp. 1313- 1317, April 2015.
“Analysis of Factors Which Contribute to Thyroid Disease Using Data Mining Techniques”, Int. Jr. Advanced Research in Computer Science & Software Engineering 5(6), pp. 1115-1120, 2015.
“Database optimization and Novelty Mining of News articles”, BODH – BPIT’s International Journal of Technology and Management, Vol.1, Issue 1, pp. 44-49, 2015, ISSN: 2454-8421.
“Database optimization of News articles through Indexing”, IRACST Science and Technology : An international Journal (ESTIJ) ,Vol.3, No.3, pp. 497-503, June 2013
“Comprehensive Insight to Fuzzy Logic Learning and Improved Fuzzy Logical Relationships for Forecasting”, International Journal of Current Research, Vol. 4, No. 4, pp. 194-197, 2012.
“Fuzzy Time Series Forecasting of Low Dimensional Numerical Data”, Int. Jr. Engg. Research & Appl., 2(1), 132-135, 2011

Conferences

“Multidimensional Design Analysis for Agriculture using Micro-strategy Analytics Desktop”, Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020
"Senti_ALSTM: Sentiment Analysis of using Attention based LSTM”, Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020
“Pragmatic Analysis of Classification Techniques based on Hyper-parameter Tuning for Sentiment Analysis” Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020
“A Hybrid Framework based on PSO and Neutrosophic Set for Document level Sentiment Analysis”, 2nd International Conference on Information Technology and Applied Mathematics, pp 372-379 (ICITAM, March 2019)
“Sentiment Analysis on the social campaign: Beti Bachao, Beti Padhao”, National Conf. on computing, Informatics and Networks, 2018 (NCCIN2k18), BPIT, Delhi.
"A Novel Approach to feature hierarchy in Aspect Based Sentiment Analysis using OWA operator”, In Proceedings of 2nd International Conference on Communication, Computing and Networking (pp. 661-667). Springer, Singapore, Springer LNNS Series, 2018
“A Comprehensive Analysis of Tree Based Algorithms in Utility Mining “, In Proc. 5^th International Conference on Computing for Sustainable Global Development, IndiaCom 2018
“Fuzzy Multi-Criteria Decision Making and Fuzzy Information Gain Based Automotive Recommender System”, Fuzzy Logic in Intelligent System Design, pp.270-277, 2017.
“A New Approach to Mine Frequent Patterns in Transactional Databases”, In Proc. 3rd International Conference on Computing for Sustainable Global Development, IndiaCom 2017
“A Comprehensive Insight into Aspect Based Sentiment Analysis and its Current Challenges” In Proc. 3rd International Conference on Computing for Sustainable Global Development, IndiaCom [Accepted for publication] 2017
“MFZ-KNN-A Modified Fuzzy Based K Nearest Neighbor Algorithm”, International Conference on Cognitive Computing and Information Processing, Noida, IEEEXplore, pp. 272-276, March 2015
“An Enhanced K-Nearest Neighbor Algorithm Using Information Gain and Clustering”, In proc. International Conference ACCT 2014, Rohtak, IEEEXplore, pp. 325-329, 2014.
“Improving K-Nearest- Neighbor Techniques for Data Classification-A Review”, proc. ICCIN, (BPIT), 3-4 January, 2014
“A New Scale Factor in Differential Evolution for low dimensional numerical optimization”, 7^th National Conference Communication Technologies & its impact on Next Generation Computing, ACM, Computer Society of India (CSI), pp. 78-83, 2012.
“A New Crossover operator in Differential Evolution for Numerical optimization”, Int. Conf. Comm. Information and computing Technology, IEEE Xplore, pp. 1-5, 2012
“Statistics in Data mining for Predictive Data Modelling”, Proc. 6^th National Conf., IndiaCom2012, Computing for Nation Development, BVICAM, pp. 279-282, 2012.

Book Chapter

“Fuzzy Logic in Recommender System” Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications, Springer “Studies in Computational Intelligence” pp. 255-273, 2018

Publications

Areas of Interest

Natural Language Processing

Aspect based Sentiment Analysis

Evolutionary Computation

Time Series Analysis and Forecasting

Web Presence

Google Scholar: https://scholar.google.co.in/citations?hl=en&authuser=1&user=n2550_UAAAAJ

Git Hub: https://github.com/GCharu

Research Gate: https://www.researchgate.net/profile/Charu_Gupta16

Scopus Profile: https://www.scopus.com/authid/detail.uri?authorId=57200845541

Vidwan URL: https://vidwan.inflibnet.ac.in/profile/136697

LinkedIn: https://www.linkedin.com/in/charu-gupta-44087a30/

Journals

“Senti-NSetPSO: Large Sized Document Level Sentiment Analysis using Neutrosophic Set & Particle Swarm Optimization”, Applied Soft Computing, Springer, 2019 [Accepted for publication]

“A Scientometric Analysis of Transient Patterns in Recommender System with Soft Computing Techniques [Accepted for Publication]

"MOOC_RecSys: An Experimental Study on Online Course recommendation System based on Naïve Bayes Classification”, International Conference on Computational Intelligence and Data Science, Procedia, Computer Science, Elsevier, 2019 [Accepted for publication].

“DE-ForABSA: A Novel Approach to Forecast Automobiles Sales using Aspect Based Sentiment Analysis and Differential Evolution”, International Journal of Information Retrieval Research, 9(1), pp. 33-49, 2019

“Fuzzy Logic in Natural Language Processing – A Closer View”, International Conference on Computational Intelligence and Data Science, Procedia, Computer Science, Vol. 132, pp. 1375-1384, Elsevier, 2018.

“ClusFuDE: Forecasting low dimensional numerical data using an Improved Method based on Automatic Clustering, Fuzzy Relationships and Differential Evolution” Engineering Applications of Artificial Intelligence, 71C, Elsevier, pp. 175-189, Feb, 2018

“A Genetic Algorithm based Approach in Predicting and Optimizing Sickle Cell Anemia” Global Journal of Enterprise Information System, 8(4), pp. 92-97, Dec 2016.

“A Hybrid Classification Algorithm based on Subtractive Clustering and Incremental Learning”, Int. Jr. Advanced Research in Computer Science and Software Engineering, 5(4), pp. 1313- 1317, April 2015.

“Analysis of Factors Which Contribute to Thyroid Disease Using Data Mining Techniques”, Int. Jr. Advanced Research in Computer Science & Software Engineering 5(6), pp. 1115-1120, 2015.

“Database optimization and Novelty Mining of News articles”, BODH – BPIT’s International Journal of Technology and Management, Vol.1, Issue 1, pp. 44-49, 2015, ISSN: 2454-8421.

“Database optimization of News articles through Indexing”, IRACST Science and Technology : An international Journal (ESTIJ) ,Vol.3, No.3, pp. 497-503, June 2013

“Comprehensive Insight to Fuzzy Logic Learning and Improved Fuzzy Logical Relationships for Forecasting”, International Journal of Current Research, Vol. 4, No. 4, pp. 194-197, 2012.

“Fuzzy Time Series Forecasting of Low Dimensional Numerical Data”, Int. Jr. Engg. Research & Appl., 2(1), 132-135, 2011

Conferences

“Multidimensional Design Analysis for Agriculture using Micro-strategy Analytics Desktop”, Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020

"Senti_ALSTM: Sentiment Analysis of using Attention based LSTM”, Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020

“Pragmatic Analysis of Classification Techniques based on Hyper-parameter Tuning for Sentiment Analysis” Int. Conf. on Computing, Informatics and Networks [Accepted for Publication] 2020

“A Hybrid Framework based on PSO and Neutrosophic Set for Document level Sentiment Analysis”, 2nd International Conference on Information Technology and Applied Mathematics, pp 372-379 (ICITAM, March 2019)

“Sentiment Analysis on the social campaign: Beti Bachao, Beti Padhao”, National Conf. on computing, Informatics and Networks, 2018 (NCCIN2k18), BPIT, Delhi.

"A Novel Approach to feature hierarchy in Aspect Based Sentiment Analysis using OWA operator”, In Proceedings of 2nd International Conference on Communication, Computing and Networking (pp. 661-667). Springer, Singapore, Springer LNNS Series, 2018

“A Comprehensive Analysis of Tree Based Algorithms in Utility Mining “, In Proc. 5th International Conference on Computing for Sustainable Global Development, IndiaCom 2018

“Fuzzy Multi-Criteria Decision Making and Fuzzy Information Gain Based Automotive Recommender System”, Fuzzy Logic in Intelligent System Design, pp.270-277, 2017.

“A New Approach to Mine Frequent Patterns in Transactional Databases”, In Proc. 3rd International Conference on Computing for Sustainable Global Development, IndiaCom 2017

“A Comprehensive Insight into Aspect Based Sentiment Analysis and its Current Challenges” In Proc. 3rd International Conference on Computing for Sustainable Global Development, IndiaCom [Accepted for publication] 2017

“MFZ-KNN-A Modified Fuzzy Based K Nearest Neighbor Algorithm”, International Conference on Cognitive Computing and Information Processing, Noida, IEEEXplore, pp. 272-276, March 2015

“An Enhanced K-Nearest Neighbor Algorithm Using Information Gain and Clustering”, In proc. International Conference ACCT 2014, Rohtak, IEEEXplore, pp. 325-329, 2014.

“Improving K-Nearest- Neighbor Techniques for Data Classification-A Review”, proc. ICCIN, (BPIT), 3-4 January, 2014

“A New Scale Factor in Differential Evolution for low dimensional numerical optimization”, 7th National Conference Communication Technologies & its impact on Next Generation Computing, ACM, Computer Society of India (CSI), pp. 78-83, 2012.

“A New Crossover operator in Differential Evolution for Numerical optimization”, Int. Conf. Comm. Information and computing Technology, IEEE Xplore, pp. 1-5, 2012

“Statistics in Data mining for Predictive Data Modelling”, Proc. 6th National Conf., IndiaCom2012, Computing for Nation Development, BVICAM, pp. 279-282, 2012.

Book Chapter

“Fuzzy Logic in Recommender System” Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications, Springer “Studies in Computational Intelligence” pp. 255-273, 2018

“A Comprehensive Analysis of Tree Based Algorithms in Utility Mining “, In Proc. 5^th International Conference on Computing for Sustainable Global Development, IndiaCom 2018

“A New Scale Factor in Differential Evolution for low dimensional numerical optimization”, 7^th National Conference Communication Technologies & its impact on Next Generation Computing, ACM, Computer Society of India (CSI), pp. 78-83, 2012.

“Statistics in Data mining for Predictive Data Modelling”, Proc. 6^th National Conf., IndiaCom2012, Computing for Nation Development, BVICAM, pp. 279-282, 2012.