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44 results on '"Tripathi, Aprna"'

2. Smart Attendance System Using Face Recognition

Author

Pandey, Anshu Kumar, Kumar, Anmol, Tripathi, Aprna, Aleem, Abdul, Howlett, Robert J., Series Editor, Jain, Lakhmi C., Series Editor, Somani, Arun K., editor, Mundra, Ankit, editor, Gupta, Rohit Kumar, editor, Bhattacharya, Subhajit, editor, and Mazumdar, Arka Prokash, editor

Published
2024
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4. Clustering in WSN: Techniques and Future Challenges

Author

Gupta, Nishi, Gupta, Shikha, Tripathi, Aprna, Agarwal, Mohit, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Pant, Millie, editor, Deep, Kusum, editor, and Nagar, Atulya, editor

Published
2024
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6. Meta-Analysis of EMF-Induced Pollution by COVID-19 in Virtual Teaching and Learning with an Artificial Intelligence Perspective

Author

Das, Sanjita, Srivastava, Shilpa, Tripathi, Aprna, and Das, Saumya

Abstract

Concerns about the health effects of frequent exposure to electromagnetic fields (EMF) emitted from mobile towers and handsets have been raised because of the gradual increase in usage of cell phones and frequent setting up of mobile towers. Present study is targeted to detrimental effects of EMF radiation on various biological systems mainly due to online teaching and learning process by suppressing the immune system. During COVID-19 pandemic the increased usage of internet due to online education and online office leads to more detrimental effects of EMF radiation. Further inculcation of soft computing techniques in EMF radiation has been presented. A literature review focusing on the usage of soft computing techniques in the domain of EMF radiation has been presented in the article. An online survey has been conducted targeting Indian academic stakeholders' (Specially Teachers, Students and Parents termed as population in paper) for analyzing the awareness towards the bio hazards of EMF exposure.

Published
2022
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8. An enhanced predictive modelling framework for highly accurate non-alcoholic fatty liver disease forecasting.

Author

Arora, Nidhi, Srivastava, Shilpa, Tripathi, Aprna, and Gupta, Varuna

Subjects
MACHINE learning, NON-alcoholic fatty liver disease, FEATURE selection, DATA scrubbing, RANDOM forest algorithms
Abstract

Non-alcoholic fatty liver disease (NAFLD) is a chronic medical ailment characterized by accumulation of excessive fat in the liver of non-alcoholic patients. In absence of any early visible indications, application of machine learning based predictive techniques for early prediction of NAFLD are quite beneficial. The objective of this paper is to present a complete framework for guided development of varied predictive machine learning models and predict NAFLD disease with high accuracy. The framework employs step-by-step data quality enhancement to medical data such as cleaning, normalization, data upscaling using SMOTE (for handling class imbalances) and correlation analysis-based feature selection to predict NAFLD with high accuracy using only clinically recorded identifiers. Comprehensive comparative analysis of prediction results of seven machine learning predictive models is done using unprocessed as well as quality enhanced data. As per the observed results, XGBoost, random forest and neural network machine learning models reported significantly higher accuracies with improved 'AUC' and 'ROC' values using preprocessed data in contrast to unprocessed data. The prediction results are also assessed on various quality metrics such as 'accuracy', 'f1-score', 'precision', and 'recall' significantly support the need for presented methodologies for qualitative NAFLD prediction modelling. [ABSTRACT FROM AUTHOR]

Published
2025
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9. A Real-Time Road Congestion-Based Hybrid Approach for Finding the Optimized Route

Author

Rajak, Biru, Tripathi, Aprna, Kushwaha, Dharmender Singh, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Nath, Vijay, editor, and Mandal, J. K., editor

Published
2021
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10. Analysis of Users Behavior on Micro-blogging Site Using a Topic

Author

Bharadwaj, Deepanshu, Tripathi, Aprna, Agrawal, Aman, Khan, Mohd. Aamir, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hassanien, Aboul Ella, editor, Bhatnagar, Roheet, editor, and Darwish, Ashraf, editor

Published
2021
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11. A New Methodology for Language Identification in Social Media Code-Mixed Text

Author

Gupta, Yogesh, Raghuwanshi, Ghanshyam, Tripathi, Aprna, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Hassanien, Aboul Ella, editor, Bhatnagar, Roheet, editor, and Darwish, Ashraf, editor

Published
2021
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12. A Review on Offensive Language Detection

Author

Pradhan, Rahul, Chaturvedi, Ankur, Tripathi, Aprna, Sharma, Dilip Kumar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kolhe, Mohan L., editor, Tiwari, Shailesh, editor, Trivedi, Munesh C., editor, and Mishra, Krishn K., editor

Published
2020
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