Dr. SIJI GEORGE C G

1. Sentiment Analysis Process and Supervised Learning Methods – an Overview, International Journal of Science & Engineering Research (IJSER)(NATIONAL), 2229-5518, 10(3), 52-56, March 2019.
2. Role of Pre-processing Techniques in Sentiment Analysis on Product Review Data using Naive Bayes Algorithm, International Journal of Multidisciplinary Educational Research (IJMER) (UGC approved), ISSN- 2277-7881, 8 (4), pp. 7-14, July 2019.
3. Classification of Sentiment on Business Data for Decision Making using Supervised Machine Learning Methods,  International Journal of Engineering and Advanced Technology   (IJEAT),(INTERNATIONAL),ISSN-2249-8958,9(3),pp.3595-3600. DOI:10.35940/ijeat.C6086.029320, Feb 2020.
4. Grid Search Tuning of Hyperparameters in Random Forest Classifier for Customer Feedback Sentiment Prediction, International Journal of Advanced Computer Science and Applications (IJACSA) (SCOPUS INDEXED), ISSN- 2156-5570, 11(9), pp. 173178, DOI: 10.14569/IJACSA.2020.0110920, Sep 2020.
5. Emotion Detection of Home Quarantined Covid-19 Patients Towards Health Department Support in Kerala Using Hybrid model, Sambodhi Journal (UGC CARE), ISSN-2249-6661, 44 (01) (XVIII), pp. Jan-March 2021.
6. Genetic Algorithm Based Hybrid Model of Convolutional Neural Network and Random Forest Classifier for Sentiment Classification, Turkish Journal of Computer and Mathematics Education (INTERNATIONAL), ISSN – 1309 – 4653, 12(2), pp.  3216 -3223. Apr 2021.
7. A Novel Deep Learning Approach of Convolutional Neural Network and Random Forest Classifier for Fine-grained Sentiment Classification, International Journal on Electrical Engineering and Informatics (SCOPUS INDEXED), ISSN – 2085 -6830, 13(2), pp. 465- 476, June 2021.

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Final Year Academic Projects

Faculty Enrichment Program conducted by Yuvakshetra College.

Class mentor

• Member in Event Management Team

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Member in Calicut University valuation camp.