Search Results - "Singh, Pawan Kumar"

A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification by Mandal, Moumita, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Shafi, Jana, Sarkar, Ram

“…In machine learning and data science, feature selection is considered as a crucial step of data preprocessing. When we directly apply the raw data for…”
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Zebrafish are Resistant to Staphylococcus aureus Endophthalmitis by Mei, Frank, Rolain, Matthew, Zhou, Xiao Yi, Singh, Pawan Kumar, Thummel, Ryan, Kumar, Ashok

“…Gram-positive bacteria remain the leading cause of endophthalmitis, a blinding infectious disease of the eye. Murine models have been widely used for…”
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A union of deep learning and swarm-based optimization for 3D human action recognition by Basak, Hritam, Kundu, Rohit, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Woźniak, Marcin, Sarkar, Ram

“…Human Action Recognition (HAR) is a popular area of research in computer vision due to its wide range of applications such as surveillance, health care, and…”
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Fuzzy rank-based fusion of CNN models using Gompertz function for screening COVID-19 CT-scans by Kundu, Rohit, Basak, Hritam, Singh, Pawan Kumar, Ahmadian, Ali, Ferrara, Massimiliano, Sarkar, Ram

“…COVID-19 has crippled the world’s healthcare systems, setting back the economy and taking the lives of several people. Although potential vaccines are being…”
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Simultaneous saccharification and fermentation of alkali-pretreated corncob under optimized conditions using cold-tolerant indigenous holocellulase by Sharma, Anamika, Nain, Vikrant, Tiwari, Rameshwar, Singh, Surender, Adak, Anurup, Nain, Pawan Kumar Singh, Nain, Lata

“…The present investigation was aimed towards pretreatment optimization of corncob to maximize cellulose and hemicellulose recovery, followed by substrate…”
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EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications by Mukherjee, Debadyuti, Mondal, Riktim, Singh, Pawan Kumar, Sarkar, Ram, Bhattacharjee, Debotosh

“…Human Activity Recognition (HAR) can be defined as the automatic prediction of the regular human activities performed in our day-to-day life, such as walking,…”
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Intravitreal Injection of the Chimeric Phage Endolysin Ply187 Protects Mice from Staphylococcus aureus Endophthalmitis by PAWAN KUMAR SINGH, DONOVAN, David M, KUMAR, Ashok

“…The treatment of endophthalmitis is becoming very challenging due to the emergence of multidrug-resistant bacteria. Hence, the development of novel therapeutic…”
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The story of a starved bone marrow by Sehgal, Tushar, Singh, Pawan Kumar

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Improved Binary Sailfish Optimizer Based on Adaptive β-Hill Climbing for Feature Selection by Ghosh, Kushal Kanti, Ahmed, Shameem, Singh, Pawan Kumar, Geem, Zong Woo, Sarkar, Ram

“…Feature selection (FS), an important pre-processing step in the fields of machine learning and data mining, has immense impact on the outcome of the…”
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GraphCovidNet: A graph neural network based model for detecting COVID-19 from CT scans and X-rays of chest by Saha, Pritam, Mukherjee, Debadyuti, Singh, Pawan Kumar, Ahmadian, Ali, Ferrara, Massimiliano, Sarkar, Ram

“…COVID-19, a viral infection originated from Wuhan, China has spread across the world and it has currently affected over 115 million people. Although…”
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Wrapper-based deep feature optimization for activity recognition in the wearable sensor networks of healthcare systems by Sahoo, Karam Kumar, Ghosh, Raghunath, Mallik, Saurav, Roy, Arup, Singh, Pawan Kumar, Zhao, Zhongming

“…The Human Activity Recognition (HAR) problem leverages pattern recognition to classify physical human activities as they are captured by several sensor…”
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Medicinal plants: Adjunct treatment to tuberculosis chemotherapy to prevent hepatic damage by Mangwani, Neelam, Singh, Pawan Kumar, Kumar, Vipin

“…The effectiveness of herbs for the management of chemically induced hepatotoxicity has been discussed by many researchers. However, there is a paucity of…”
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Ensem-HAR: An Ensemble Deep Learning Model for Smartphone Sensor-Based Human Activity Recognition for Measurement of Elderly Health Monitoring by Bhattacharya, Debarshi, Sharma, Deepak, Kim, Wonjoon, Ijaz, Muhammad Fazal, Singh, Pawan Kumar

“…Biomedical images contain a huge number of sensor measurements that can provide disease characteristics. Computer-assisted analysis of such parameters aids in…”
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SnapEnsemFS: a snapshot ensembling-based deep feature selection model for colorectal cancer histological analysis by Chattopadhyay, Soumitri, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Kim, SeongKi, Sarkar, Ram

“…Colorectal cancer is the third most common type of cancer diagnosed annually, and the second leading cause of death due to cancer. Early diagnosis of this…”
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Retinal photoreceptor expresses toll-like receptors (TLRs) and elicits innate responses following TLR ligand and bacterial challenge by Singh, Pawan Kumar, Kumar, Ashok

“…Toll-like receptors (TLRs) play an important role in host defense against microbial pathogens. Our previous studies have shown that TLRs are expressed on…”
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TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches by Sahoo, Karam Kumar, Dutta, Ishan, Ijaz, Muhammad Fazal, Wozniak, Marcin, Singh, Pawan Kumar

“…Human speech is not only a verbose medium of communication but it also conveys emotions. The past decade has seen a lot of research going on with speech data…”
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SARS-CoV-2 infects cells lining the blood-retinal barrier and induces a hyperinflammatory immune response in the retina via systemic exposure by Monu, Monu, Ahmad, Faraz, Olson, Rachel M, Balendiran, Vaishnavi, Singh, Pawan Kumar

“…SARS-CoV-2 has been shown to cause wide-ranging ocular abnormalities and vision impairment in COVID-19 patients. However, there is limited understanding of…”
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Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection by Hussain, Rukhshanda, Karbhari, Yash, Ijaz, Muhammad Fazal, Woźniak, Marcin, Singh, Pawan Kumar, Sarkar, Ram

“…Recently, deep learning-based methods, especially utilizing fully convolutional neural networks, have shown extraordinary performance in salient object…”
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MRFGRO: a hybrid meta-heuristic feature selection method for screening COVID-19 using deep features by Dey, Arijit, Chattopadhyay, Soham, Singh, Pawan Kumar, Ahmadian, Ali, Ferrara, Massimiliano, Senu, Norazak, Sarkar, Ram

“…COVID-19 is a respiratory disease that causes infection in both lungs and the upper respiratory tract. The World Health Organization (WHO) has declared it a…”
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Advancements in performance of zinc oxide/carbon quantum dots based photovoltaic trigeneration system using genetic algorithm and particle swarm optimization by Tyagi, Sakshi, Kumar Singh, Pawan, Kumar Tiwari, Arun

“…[Display omitted] •Novel approach to optimize photovoltaic parameters of ZnO/CQDs cell by GA and PSO.•Validation using strong and tested ANN-FA to show ability…”
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