Saman Muthukumarana

According to our database, Saman Muthukumarana authored at least 9 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhanced anomaly detection through a Bayesian framework with a novel network merging structure learning approach.

Ashani Wickramasinghe, Saman Muthukumarana

Int. J. Data Sci. Anal., October, 2025

Correcting Mode Proportion Bias in Generalized Bayesian Inference via a Weighted Kernel Stein Discrepancy.

Elham Afzali, Saman Muthukumarana, Liqun Wang

CoRR, March, 2025

2023

A continual reassessment method without undue risk of toxicity.

Weijia Zhang, Xikui Wang, Saman Muthukumarana, Po Yang

Commun. Stat. Simul. Comput., April, 2023

2022

Minimizing features while maintaining performance in data classification problems.

Surani Matharaarachchi, Mike Domaratzki, Saman Muthukumarana

PeerJ Comput. Sci., 2022

Temperature clusters in commercial buildings using k-means and time series clustering.

Ashani Wickramasinghe, Saman Muthukumarana, Dan Loewen, Matt Schaubroeck

Energy Inform., 2022

2019

Modeling and Simulation of UEFA Champions League.

Saman Muthukumarana, Ninad Khargonkar

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

2018

Bayesian Equivalence Testing and Meta-Analysis in Two-Arm Trials with Binary Data.

Cynthia Kpekpena, Saman Muthukumarana

Comput. Math. Methods Medicine, 2018

2014

Bayesian Analysis of Ordinal Survey Data Using the Dirichlet Process to Account for Respondent Personality Traits.

Saman Muthukumarana, Tim B. Swartz

Commun. Stat. Simul. Comput., 2014

2013

A semiparametric Bayesian approach for mark-recapture estimation.

Saman Muthukumarana, Pulak Ghosh

Model. Assist. Stat. Appl., 2013