Zobrazeno 1 - 10
of 143
pro vyhledávání: '"Ranjit Kumar, Paul"'
Publikováno v:
Frontiers in Applied Mathematics and Statistics, Vol 10 (2024)
Early prediction of pest occurrences can enhance crop production, reduce input costs, and minimize environmental damage. Advances in machine learning algorithms facilitate the development of efficient pest alert systems. Furthermore, ensemble algorit
Externí odkaz:
https://doaj.org/article/c3e024a39d654005a6efe60b8a430b85
Autor:
PRAKASH KUMAR, A K PAUL, RANJIT KUMAR PAUL, BMK RAJU, SANTOSHA RATHOD, MRINMOY RAY, RAJEEV RANJAN, HIMADRI SHEKHAR ROY, MD YEASIN
Publikováno v:
The Indian Journal of Agricultural Sciences, Vol 94, Iss 9 (2024)
Climate change has a considerable influence on agricultural output, raising farmers’ production risk. Nevertheless, the risk can be mitigated by selecting stable genotypes. In countries such as India, where significant proportions of farmers are sm
Externí odkaz:
https://doaj.org/article/6c5022fe610047659b6398acf552b709
Publikováno v:
Forecasting, Vol 6, Iss 1, Pp 81-99 (2024)
Denoising is an integral part of the data pre-processing pipeline that often works in conjunction with model development for enhancing the quality of data, improving model accuracy, preventing overfitting, and contributing to the overall robustness o
Externí odkaz:
https://doaj.org/article/45c9cc3f472f4898b65104bdb9c4e974
Autor:
Sandip Garai, Ranjit Kumar Paul
Publikováno v:
Intelligent Systems with Applications, Vol 18, Iss , Pp 200202- (2023)
In this paper, stock price data has been predicted using several state-of-the-art methodologies such as stochastic models, machine learning techniqus, and deep learning algorithms. An efficient decomposition method resonating with these Machine Intel
Externí odkaz:
https://doaj.org/article/f425475f992a4287ba3edb6ae9942733
Autor:
KANCHAN SINHA, SANJEEV PANWAR, WASI ALAM, K N SINGH, BISHAL GURUNG, RANJIT KUMAR PAUL, ANIRBAN MUKHERJEE
Publikováno v:
The Indian Journal of Agricultural Sciences, Vol 88, Iss 1 (2023)
To investigate the interdependence between Indian onion markets in terms of price volatility, the present study was conducted in four different vital onion markets in India, viz. Mumbai, Nashik, Delhi and Bengaluru. The long term monthly data, from M
Externí odkaz:
https://doaj.org/article/c05270f9e78a4dd2b6f0da1c4cdac251
Autor:
Jutan Das, Sanjeev Kumar, Dwijesh Chandra Mishra, Krishna Kumar Chaturvedi, Ranjit Kumar Paul, Amit Kairi
Publikováno v:
Frontiers in Genetics, Vol 13 (2023)
CRISPR-Cas9 system is one of the recent most used genome editing techniques. Despite having a high capacity to alter the precise target genes and genomic regions that the planned guide RNA (or sgRNA) complements, the off-target effect still exists. B
Externí odkaz:
https://doaj.org/article/d8d51c19413a4c929835ff0a3afede30
Publikováno v:
Indian Journal of Animal Sciences, Vol 92, Iss 12 (2022)
In general, statistical models for estimation of heritability follow certain assumptions, i.e. random components including the error follow a normal distribution and are identically independently distributed. But in the practical situation, sometimes
Externí odkaz:
https://doaj.org/article/9702290f371049a78bddb1283c689a86
Autor:
Harisadhan Malakar, Gagan Timsina, Jintu Dutta, Arup Borgohain, Diganta Deka, Azariah Babu, Ranjit Kumar Paul, Md. Yeasin, Feroze Hasan Rahman, Saumik Panja, Tanmoy Karak
Publikováno v:
Frontiers in Plant Science, Vol 13 (2022)
Harnessing the potential yields of evergreen perennial crops like tea (Camellia sinensis L.) essentially requires the application of optimum doses of nutrients based on the soil test reports. In the present study, the soil pH, organic carbon (OC), av
Externí odkaz:
https://doaj.org/article/88a28597296d425dba178b1c813ff3b3
Autor:
Debopam Rakshit, Ranjit Kumar Paul, Md Yeasin, Walid Emam, Yusra Tashkandy, Christophe Chesneau
Publikováno v:
Mathematics, Vol 11, Iss 13, p 2793 (2023)
Seasonal production, weather abnormalities, and high perishability introduce a high degree of volatility to potato prices. Price volatility is said to be asymmetric when positive and negative shocks of the same magnitude affect it in a dissimilar way
Externí odkaz:
https://doaj.org/article/31f46c6bdf4440ca9d31b93964c96032
Autor:
Sandip Garai, Ranjit Kumar Paul, Debopam Rakshit, Md Yeasin, Walid Emam, Yusra Tashkandy, Christophe Chesneau
Publikováno v:
Mathematics, Vol 11, Iss 13, p 2896 (2023)
Wavelet decomposition in signal processing has been widely used in the literature. The popularity of machine learning (ML) algorithms is increasing day by day in agriculture, from irrigation scheduling and yield prediction to price prediction. It is
Externí odkaz:
https://doaj.org/article/63259b98d79546d88c2a714189d5a6f1