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124 results on '"Deshpande, Vivek"'

1. Transformer Based Implementation for Automatic Book Summarization

Author

Porwal, Siddhant, Bewoor, Laxmi, and Deshpande, Vivek

Subjects
Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning
Abstract

Document Summarization is the procedure of generating a meaningful and concise summary of a given document with the inclusion of relevant and topic-important points. There are two approaches: one is picking up the most relevant statements from the document itself and adding it to the Summary known as Extractive and the other is generating sentences for the Summary known as Abstractive Summarization. Training a machine learning model to perform tasks that are time-consuming or very difficult for humans to evaluate is a major challenge. Book Abstract generation is one of such complex tasks. Traditional machine learning models are getting modified with pre-trained transformers. Transformer based language models trained in a self-supervised fashion are gaining a lot of attention; when fine-tuned for Natural Language Processing(NLP) downstream task like text summarization. This work is an attempt to use Transformer based techniques for Abstract generation., Comment: Published at - https://ijisae.org/index.php/IJISAE/article/view/2421

Published
2023

2. Study and Empirical Analysis of Sentiment Analysis Approaches

Author

Gupta, Monish, Hambarde, Sumedh, Verma, Devika, Deshpande, Vivek, Ranjan, Rakesh, Celebi, Emre, Series Editor, Chen, Jingdong, Series Editor, Gopi, E. S., Series Editor, Neustein, Amy, Series Editor, Liotta, Antonio, Series Editor, Di Mauro, Mario, Series Editor, Mahalle, Parikshit N., editor, Joshi, Prachi, editor, and Shinde, Gitanjali Rahul, editor

Published
2023
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3. Automatic CAD System for Brain Diseases Classification Using CNN-LSTM Model

Author

Gore, Deipali Vikram, Sinha, Ashish Kumar, Deshpande, Vivek, 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, Dutta, Paramartha, editor, Bhattacharya, Abhishek, editor, Dutta, Soumi, editor, and Lai, Wen-Cheng, editor

Published
2023
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11. Smart Leaf Disease Detection Using Image Processing

Author

Thakur, Amit, Kulkarni, Nachiket K., Rajwal, Tanay, Deshpande, Vivek, 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, Swain, Debabala, editor, Pattnaik, Prasant Kumar, editor, and Athawale, Tushar, editor

Published
2021
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16. Model to Improve Quality of Service in Wireless Sensor Network

Author

Deshpande, Vivek, Poulkov, Vladimir, 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, Sharma, Neha, editor, Chakrabarti, Amlan, editor, and Balas, Valentina Emilia, editor

Published
2020
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17. QMAA: QoS and Mobility Aware ACO Based Opportunistic Routing Protocol for MANET

Author

Junnarkar, Aparna A., Singh, Y. P., Deshpande, Vivek S., 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, Behera, Himansu Sekhar, editor, Nayak, Janmenjoy, editor, Naik, Bighnaraj, editor, and Pelusi, Danilo, editor

Published
2020
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25. Data Loss Prevention Scheme Using ADCN with Effective Tour Strategy in Wireless Sensor Network

Author

Todkari, Sachin V., Deshpande, Vivek S., Bagwan, A. B., 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, Dash, Subhransu Sekhar, editor, Das, Swagatam, editor, and Panigrahi, Bijaya Ketan, editor

Published
2018
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26. Performance Analysis of QoS Against Packets Size in WSN

Author

Waghole, Dattatray, Deshpande, Vivek S., Bagwan, A. B., Pirjade, Shahistha, Kumbhar, Sayali, Mali, Apurva, Chinchole, Gitanjalee, 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, Dash, Subhransu Sekhar, editor, Das, Swagatam, editor, and Panigrahi, Bijaya Ketan, editor

Published
2018
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33. Transformer Based Implementation for Automatic Book Summarization

Author

Porwal, Siddhant, Bewoor, Laxmi, and Deshpande, Vivek

Subjects
FOS: Computer and information sciences, Computer Science - Machine Learning, Transformer, Artificial Intelligence (cs.AI), Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Summarization, Extractive, Abstractive, Computation and Language (cs.CL), Machine Learning (cs.LG)
Abstract

Document Summarization is the procedure of generating a meaningful and concise summary of a given document with the inclusion of relevant and topic-important points. There are two approaches: one is picking up the most relevant statements from the document itself and adding it to the Summary known as Extractive and the other is generating sentences for the Summary known as Abstractive Summarization. Training a machine learning model to perform tasks that are time-consuming or very difficult for humans to evaluate is a major challenge. Book Abstract generation is one of such complex tasks. Traditional machine learning models are getting modified with pre-trained transformers. Transformer based language models trained in a self-supervised fashion are gaining a lot of attention; when fine-tuned for Natural Language Processing(NLP) downstream task like text summarization. This work is an attempt to use Transformer based techniques for Abstract generation., Published at - https://ijisae.org/index.php/IJISAE/article/view/2421

Published
2022

38. The use of C-reactive protein in predicting bacterial co-Infection in children with bronchiolitis.

Author

Waydande, Suresh, Deshpande, Vivek, Reddy, Naveen, Kumar, Sushruta, Mhaske, Sunil Natha, and Shinde, Abhijeet

Subjects
C-reactive protein, BACTERIAL proteins, MIXED infections, BRONCHIOLITIS, BLOOD sugar
Abstract

Aim: The aim of the study was to evaluate the use of C-reactive protein (CRP) in predicting bacterial co-infection in patients hospitalized for bronchiolitis and to correlate the results with the use of antibiotics. Patients and Methods: This is a prospective study that included patients diagnosed with bronchiolitis admitted to a tertiary care medical centre during the study period. A tracheal aspirate culture was taken from all patients with bronchiolitis. Blood was drawn to test C-reactive protein level, white cell count, transaminases level, and blood sugar level Results: Fifty patients were enrolled in the study and were divided into two groups. Group 1 included patients with positive tracheal aspirate culture and Group 2 included those with negative culture. All patients with a CRP level =2 mg/dL have had bacterial co-infection. White cell count, transaminases and blood sugar levels were not predictive for bacterial co-infection Conclusion: Bacterial co-infection is frequent in infants with moderate to severe bronchiolitis and requires admission. Our data showed that a CRP level greater than 1.1 mg/dL raised suspicion for bacterial co-infection. Thus, a tracheal aspirate should be investigated microbiologically in all hospitalized patients in order to avoid unnecessary antimicrobial therapy. [ABSTRACT FROM AUTHOR]

Published
2022

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