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Shawni Dutta

Publications (12)

Pharmacy Impact on Covid-19 Vaccination Progress Using Machine Learning Approach

Shawni Dutta, Upasana Mukherjee & Samir Kumar Bandyopadhyay · Journal of Pharmaceutical Research International · 2021

The novel coronavirus disease (COVID-19) has created immense threats to public health on various levels around the globe. The unpredictable outbreak of this disease and the pandemic situation are causing severe depression, anxiety and other mental as physical health related probl...

Open access Research Article 10.9734/jpri/2021/v33i38A32076

Recommender System for Term Deposit Likelihood Prediction using Cross-validated Neural Network

Shawni Dutta & Samir Kumar Bandyopadhyay · South Asian Journal of Social Studies and Economics · 2021

For enhancing the maximized profit from bank as well as customer perspective, term deposit can accelerate finance fields. This paper focuses on likelihood of term deposit subscription taken by the customers. Bank campaign efforts and customer details are influential while conside...

Open access Research Article 10.9734/sajsse/2021/v11i330286

Associating Unemployment with Panic Attack Using Deep Learning during COVID-19

Shawni Dutta & Samir Kumar Bandyopadhyay · Journal of Engineering Research and Reports · 2020

Corona Virus Infectious Disease (COVID-19) is newly emerging infectious disease. It is known to the world in late 2019. Due to this, the mental health of employees is disturbed. There is always a fear of unemployment amongst employees due to the present scenario of lockdown. This...

Open access Research Article 10.9734/jerr/2020/v17i317190

Early Lung Cancer Prediction Using Neural Network with Cross-validation

Shawni Dutta & Samir Kumar Bandyopadhyay · Asian Journal of Research in Infectious Diseases · 2020

Lung cancer is known as lung carcinoma. It is a disease which is malignant tumor leading to the uncontrolled cell growth in the lung tissue. Lung cancer is caused generally by smoking and the use of tobacco products. It is classified into two broad Small-cell lung Carcinomas and...

Open access Research Article 10.9734/ajrid/2020/v4i430153

Early Breast Cancer Prediction using Artificial Intelligence Methods

Shawni Dutta & Samir Kumar Bandyopadhyay · Journal of Engineering Research and Reports · 2020

In India, the death toll due to breast cancer is increasing at a rapid pace. Only early detection and diagnosis is the way of control but it is a major challenge in India due to lack of awareness and lethargy of Indian womentowards health care and regular check-up. But the major...

Open access Research Article 10.9734/jerr/2020/v13i217105

CNN-LSTM Model for Verifying Predictions of Covid-19 Cases

Shawni Dutta, Samir Kumar Bandyopadhyay & Tai-Hoon Kim · Asian Journal of Research in Computer Science · 2020

COVID-19 disease came to earth in December 2019 in Wuhan. It is increasing exponentially throughout the world and affected an enormous number of human beings. The World Health Organization (WHO) on March 11, 2020 declared COVID-19 was characterized as “Pandemic”. Clinical Doctors...

Open access Research Article 10.9734/ajrcos/2020/v5i430141

Forecasting of Campus Placement for Students Using Ensemble Voting Classifier

Shawni Dutta & Samir Kumar Bandyopadhyay · Asian Journal of Research in Computer Science · 2020

Campus placement is a measure of students’ performance in a course. A forecasting method is proposed in this paper to predict possible campus placement of any institution. Data mining and knowledge discovery processes on academic career of students are applied. Supervised machine...

Open access Research Article 10.9734/ajrcos/2020/v5i430138

Assembling Blockchain and IoT for Smart Food-Supply Chain

Utsab Mukherjee, Shawni Dutta & Samir Kumar Bandyopadhyay · Asian Journal of Advances in Agricultural Research · 2021

Globalization and extreme competition in the market have made the food supply chain more complex than before.  To address the complexities in the food supply chain, blockchain has become more evident than the traditional ways. Use of blockchain technologies can ensure the efficie...

Open access Research Article 10.9734/ajaar/2021/v16i330177

Pharmacy Impact for Distinguishing Normal Face from Abnormal Face Due to COVID- 19

Payal Bose, Shawni Dutta, Vishal Goyal & Samir K. Bandyopadhyay · Journal of Pharmaceutical Research International · 2021

In today’s world face detection is the most important task. Due to the chromosomes disorder sometimes a human face suffers from different abnormalities. In the recent scenario, the entire globe is facing enormous health risks occurred due to Covid-19. To fight against this deadly...

Open access Research Article 10.9734/jpri/2021/v33i43A32460

Leaf Diseases Detection of Medicinal Plants Based on Support Vector Machine Classification Algorithm

Payal Bose, Shawni Dutta, Vishal Goyal & Samir K. Bandyopadhyay · Journal of Pharmaceutical Research International · 2021

On earth, plants play the most important part. Every organ of a plant plays a vital role in the ecological field as well as the medicinal field. But on the whole earth there are several species of plants are available. The different species of plants have different diseases. Ther...

Open access Research Article 10.9734/jpri/2021/v33i42A32391

Emerging Approach for Detection of Financial Frauds Using Machine Learning

Upasana Mukherjee, Vandana Thakkar, Shawni Dutta, Utsab Mukherjee & Samir Kumar Bandyopadhyay · Asian Journal of Research in Computer Science · 2021

The growth of regularly generated data from many financial activities has significant implications for every corner of financial modelling. This study has investigated the utilization of these continuous growing data by a means of an automated process. The automated process can b...

Open access Research Article 10.9734/ajrcos/2021/v11i330263