Search Results - "Singh, Tinku"

COVID-19 severity detection using chest X-ray segmentation and deep learning by Singh, Tinku, Mishra, Suryanshi, Kalra, Riya, Satakshi, Kumar, Manish, Kim, Taehong

“…COVID-19 has resulted in a significant global impact on health, the economy, education, and daily life. The disease can range from mild to severe, with…”
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Adaptive load balancing in cluster computing environment by Singh, Tinku, Gupta, Shivam, Satakshi, Kumar, Manish

“…Owing to the availability of high computing servers and clusters to process the data, factors such as data skewness, class imbalance, and scalability in big…”
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Improved multi-class classification approach for imbalanced big data on spark by Singh, Tinku, Khanna, Riya, Satakshi, Kumar, Manish

“…The difficulty in classifying imbalanced datasets is one of the complexities preventing meaningful information from being extracted. It is common in the actual…”
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Real-time traffic light violations using distributed streaming by Singh, Tinku, Rajput, Vinarm, Satakshi, Prasad, Umesh, Kumar, Manish

“…Vehicles controlled by intelligent technologies, whose goal is to reduce human error and ease congestion, do not solely rely on human resources. Cities…”
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Multivariate time series short term forecasting using cumulative data of coronavirus by Mishra, Suryanshi, Singh, Tinku, Kumar, Manish, Satakshi

“…Coronavirus emerged as a highly contagious, pathogenic virus that severely affects the respiratory system of humans. The epidemic-related data is collected…”
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An efficient hybrid approach for forecasting real-time stock market indices by Kalra, Riya, Singh, Tinku, Mishra, Suryanshi, Satakshi, Kumar, Naveen, Kim, Taehong, Kumar, Manish

“…The stock market’s volatility, noise, and information overload necessitate efficient prediction methods. Forecasting index prices in this environment is…”
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Lazy learning and sparsity handling in recommendation systems by Mishra, Suryanshi, Singh, Tinku, Kumar, Manish, Satakshi

“…Recommendation systems are ubiquitous in various domains, facilitating users in finding relevant items according to their preferences. Identifying pertinent…”
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Analysis and forecasting of air quality index based on satellite data by Singh, Tinku, Sharma, Nikhil, Satakshi, Kumar, Manish

“…The air quality index (AQI) forecasts are one of the most important aspects of improving urban public health and enabling society to remain sustainable despite…”
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An efficient real-time stock prediction exploiting incremental learning and deep learning by Singh, Tinku, Kalra, Riya, Mishra, Suryanshi, Satakshi, Kumar, Manish

“…Intraday trading is popular among traders due to its ability to leverage price fluctuations in a short timeframe. For traders, real-time price predictions for…”
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Sentiment analysis based distributed recommendation system by Singh, Tinku, Rajput, Vinarm, Sharma, Nikhil, Satakshi, Kumar, Manish

“…The recommendation system assists in selecting the best product among the millions of products available on various e-commerce sites. An effective…”
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Quality Assessment and Monitoring of River Water Using IoT Infrastructure by Kumar, Manish, Singh, Tinku, Maurya, Manish Kumar, Shivhare, Anubhav, Raut, Ashwin, Singh, Pramod Kumar

“…The quality assessment of water is a challenging task due to extensive experimental requirements. However, the process of water quality monitoring can be…”
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Distributed hyperparameter optimization based multivariate time series forecasting by Singh, Tinku, Sinha, Ayush, Singh, Satakshi, Vyas, O. P., Kumar, Manish

“…Various domains generate continuous data in the form of multivariate time series (MTS), including electricity and stock trading. It is difficult to maintain a…”
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Fingerprint Identification using Modified Capsule Network by Singh, Tinku, Bhisikar, Siddhant, Satakshi, Kumar, Manish

“…With the ever-increasing usage of biometric systems in today's scenario, there's a need for accurate identification of fingerprints. The fingerprint data is…”
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Multiclass Imbalanced Big Data Classification Utilizing Spark Cluster by Singh, Tinku, Khanna, Riya, Satakshi, Kumar, Manish

“…Because of the massive increase in data collection and storage that has occurred in recent years, big data applications are increasingly becoming the focus of…”
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Air Quality Analysis During COVID-19 Utilizing Satellite Data by Singh, Tinku, Sharma, Nikhil, Rajput, Vinarm, Mishra, Suryanshi, Satakshi, Kumar, Manish

“…Human health is severely endangered by the novel coronavirus (COVID-19). It is viewed as the worst global health threat humans have faced since the second…”
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A novel approach for CPU utilization on a multicore paradigm using parallel quicksort by Singh, Tinku, Srivastava, Durgesh Kumar, Aggarwal, Alok

“…Multicore architecture of CPU is popular because of its performance; the challenge for the Multicore environment are-writing the effective code that can…”
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