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Prithwish Ghosh
Astronomy, Astro statistics, Geo Statistics, Bayesian Inference, Directional Statistics
My research interest is Cosmology, Probability Theory, Statistics, Astrophysics, Geo-statistics, Migrations, Observational Astronomy, Astronomy, Spherical Statistics, Bayesian Inference, Circular Statistics, Interdisciplinary sciences
Works (25)
2025 journal article
A Flexible Spherical Mixture Model for Gamma-Ray Burst Patterns Obtained from BATSE and FERMI Mission
Publications of the Astronomical Society of the Pacific, 137(2), 024503.
2025 journal article
Redshift‐Agnostic Machine Learning Classification: Unveiling Peak Performance in Galaxy, Star, and Quasar Classification (Using <scp>SDSS DR17</scp>)
Astronomische Nachrichten.
2024 article
Comparative Analysis of Machine Learning Algorithms for Breast Cancer Classification: SVM Outperforms XGBoost, CNN, RNN, and Others
Ghosh, P., & Chatterjee, D. (2024, April 26). BioRxiv.
Contributors: & D. Chatterjee * n

2024 journal article
Do Magnetic murmurs guide birds? A directional statistical investigation for influence of Earth's Magnetic field on bird navigation
PLOS ONE, 19(6).
Contributors: , D. Chatterjee *, A. Banerjee * & S. Das* n
Ed(s): A. Saqr

2024 article
From Deep Learning Maze to Neural Network Waltz: Unveiling Peak Performance in Stellar Classification (Using SDSS DR17)
Research Square.
Contributors: D. Chatterjee * & n
2024 journal article
Mercury's Meteorite Mysteries: A Directional Statistical Guide to Mercury's North Pole, Hidden Hazards and Roadmap to Safe Landing Havens Based on Solar Elevation, Ice Stability, Temperature
PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC, 136(11).
2024 journal article
Modeling informative dropout in longitudinal data: A joint model approach
Journal of Statistical Research, 58(1), 97–110.

2024 article
Navigating Martian Terrain: A Directional Probabilistic Model for Crater Formation and Landing Site Detection
SSRN.
2024 article
On Spatio-temporal Directional Association of Blue and Humpback Whale’s Migratory Path Navigation with Sun, Moon, Ocean Current & Earth’s Magnetic Field
Chatterjee, D., & Ghosh, P. (2024, July 19). On Spatio-temporal Directional Association of Blue and Humpback Whale’s Migratory Path Navigation with Sun, Moon, Ocean Current & Earth’s Magnetic Field.

2024 journal article
On the directional nature of celestial object's fall on the earth (Part 1: distribution of fireball shower, meteor fall, and crater on earth's surface)
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 531(1), 1294–1307.
Contributors: , D. Chatterjee * & A. Banerjee * n
2024 conference paper
Optimizing Breast Cancer Classification: A Comparative Analysis of Supervised and Unsupervised Machine Learning Techniques
Ghosh, P., & Banerjee, D. (2024, April 12).
2024 journal article
Optimizing machine learning for water safety: A comparative analysis with dimensionality reduction and classifier performance in potability prediction
PLOS WATER, 3(8).
Contributors: D. Chatterjee *, n , A. Banerjee * & S. Das *
Ed(s): D. Reddythota

2024 article
Statistical Machine Learning Evidence Supports Five as the Optimal Number of Clusters for Gamma-Ray Burst Classification Over Three
SSRN.
2023 conference paper
A Heuristic Evaluation of Partitioning Techniques Considering Early-Type Galaxy Databases
Engineering Proceedings, 56(1).
Contributors: & S. Chakraborty * *
2023 thesis
A Novel Spherical Statistics-based Spatio-Temporal Analysis to Unveil Distributional Properties of Meteor Strike on Earth
(P. Ghosh, Ed.).
2023 thesis
A Novel Spherical Statistics-based Spatio-Temporal Analysis to Unveil Distributional Properties of Meteor Strike on Earth
(Master's Dissertation). Department of Statistics Visva Bharati.
2023 report
Classification of Households by Non-Expenditure Approach: A Soft Check and Study Based of Household Data of 78th Round Report dataset July 2023
Kolkata: Ministry of Statistics and Programme Implementation, Government of India.
2023 conference paper
Revisit to A Prominent Example of The Curse of Dimensionality: Re-investigating Anomaly Behaviour of Monte Carlo Estimate of π in Higher Dimension
Conference: 16th International Conference MSAST 2022. https://drive.google.com/file/d/1cBTBhRYi4TeRCMImsisZA499-7FD6Xpq/view
2023 article
Revisit to a Prominent Example Of The Curse of Dimensionality: Re-Investigating Anomaly Behaviour of Monte Carlo Estimate of Π In Higher Dimension
SSRN.
2023 conference paper
Spectral Classification of Quasar Subject to Redshift: A Statistical Study
Ghosh, P., & Chakraborty, S. (2023, April 28).

2023 conference paper
”Revisit to A Prominent Example of The Curse of Dimensionality: Re-investigating Anomaly Behaviour of Monte Carlo Estimate of π in Higher Dimension
17th International Conference MSTAST. Presented at the 17th International Conference MSTAST.
Event: 17th International Conference MSTAST
2022 journal article
Breast Cancer Wisconsin (Diagnostic) Prediction
International Journal of Science and Research (IJSR), 11(5), 178–185.
2022 conference paper
Classification and Distributional properties of Gamma Ray Bursts
16th International Conference MSAST, 11, 148–156.
Event: 16th International Conference MSAST at Kolkata, India on December 21-23, 2022
2022 conference paper
Classification and Distributional properties of Gamma Ray Bursts
In P. Ghosh & S. Chakraborty (Eds.), Conference: 16th International Conference MSAST 2022. https://drive.google.com/file/d/1xSQR00CTKG5hfPMDaTbNEwjtpH62r2h4/view?usp=sharing
2021 thesis
A detailed Production scenario on Rice and Wheat in major Crop Production Districts of West Bengal
(Undergraduate Project). Indian Statistical Institute, & Sister Nivedita University.
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2024 - present
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