Saman Muthukumarana

457 total citations
41 papers, 241 citations indexed

About

Saman Muthukumarana is a scholar working on Artificial Intelligence, Statistics and Probability and Ecology. According to data from OpenAlex, Saman Muthukumarana has authored 41 papers receiving a total of 241 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Artificial Intelligence, 15 papers in Statistics and Probability and 6 papers in Ecology. Recurrent topics in Saman Muthukumarana's work include Statistical Methods and Bayesian Inference (13 papers), Bayesian Methods and Mixture Models (8 papers) and Statistical Methods and Inference (6 papers). Saman Muthukumarana is often cited by papers focused on Statistical Methods and Bayesian Inference (13 papers), Bayesian Methods and Mixture Models (8 papers) and Statistical Methods and Inference (6 papers). Saman Muthukumarana collaborates with scholars based in Canada, United States and India. Saman Muthukumarana's co-authors include Michael Domaratzki, Tim B. Swartz, Paramjit Gill, Ram C. Tiwari, Theodoro Koulis, Kevin C. Fraser, Pulak Ghosh, James D. Ray, Alan Katz and Jason D. Fischer and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Canadian Journal of Fisheries and Aquatic Sciences.

In The Last Decade

Saman Muthukumarana

36 papers receiving 229 citations

Peers

Countries citing papers authored by Saman Muthukumarana

Since Specialization

Citations

This map shows the geographic impact of Saman Muthukumarana's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Saman Muthukumarana with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Saman Muthukumarana more than expected).

Fields of papers citing papers by Saman Muthukumarana

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Saman Muthukumarana. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Saman Muthukumarana. The network helps show where Saman Muthukumarana may publish in the future.

Co-authorship network of co-authors of Saman Muthukumarana

This figure shows the co-authorship network connecting the top 25 collaborators of Saman Muthukumarana. A scholar is included among the top collaborators of Saman Muthukumarana based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Saman Muthukumarana. Saman Muthukumarana is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Enhanced anomaly detection through a Bayesian framework with a novel network merging structure learning approach 2025 ·International Journal of Data Science and Analytics ·(unknown), Saman Muthukumarana	0
2	Evaluation of a Game-Based Mechatronic Device for Rehabilitation of Hand-Arm Function in Children With Cerebral Palsy: Feasibility Randomized Controlled Trial 2025 ·JMIR Rehabilitation and Assistive Technologies ·(unknown), (unknown), Nariman Sepehri, Saman Muthukumarana, (unknown), (unknown), Tony Szturm	2
3	FRODO: a novel approach to micro–macro multilevel regression 2025 ·Computational Statistics ·(unknown), (unknown), Saman Muthukumarana, David A. Campbell	0
4	Enhancing SMOTE for imbalanced data with abnormal minority instances 2024 ·SHILAP Revista de lepidopterología ·(unknown), Michael Domaratzki, Saman Muthukumarana	14
5	Fault Detection in an Electro-Hydrostatic Actuator Using Polyscale Complexity Measures and Bayesian Classification 2024 ·SHILAP Revista de lepidopterología ·(unknown), Witold Kinsner, Saman Muthukumarana, Nariman Sepehri	0
6	Parsimonious Bayesian model-based clustering with dissimilarities 2024 ·SHILAP Revista de lepidopterología ·(unknown), Saman Muthukumarana, Maxime Turgeon	0
7	Smoothed Dirichlet Distribution 2023 ·SHILAP Revista de lepidopterología ·(unknown), Alexandre Leblanc, Saman Muthukumarana	2
8	An anomaly detection method for identifying locations with abnormal behavior of temperature in school buildings 2023 ·Scientific Reports ·(unknown), Saman Muthukumarana, (unknown), (unknown)	1
9	Spring departure date, not en route conditions, drive migration rate and arrival timing in a long-distance migratory songbird 2023 ·(unknown), Saman Muthukumarana, Kevin C. Fraser	1
10	Gradient-Free Kernel Conditional Stein Discrepancy goodness of fit testing 2023 ·SHILAP Revista de lepidopterología ·(unknown), Saman Muthukumarana	0
11	Shooting for abundance: Comparing integrated multi‐sampling models for camera trap and hair trap data 2022 ·Environmetrics ·(unknown), (unknown), Jason T. Fisher, Simon J. Bonner, Saman Muthukumarana, Laura Cowen	5
12	Assessing the impact of the density and sparsity of the network on community detection using a Gaussian mixture random partition graph generator 2022 ·International Journal of Information Technology ·(unknown), Saman Muthukumarana	4
13	Temperature clusters in commercial buildings using k-means and time series clustering 2022 ·Energy Informatics ·(unknown), Saman Muthukumarana, (unknown), (unknown)	25
14	Discovering Long COVID Symptom Patterns: Association Rule Mining and Sentiment Analysis in Social Media Tweets 2022 ·JMIR Formative Research ·(unknown), Michael Domaratzki, Alan Katz, Saman Muthukumarana	13
15	Breeding latitude is associated with the timing of nesting and migration around the annual calendar among Purple Martin (Progne subis) populations 2021 ·Journal für Ornithologie ·(unknown), Saman Muthukumarana, Jason D. Fischer, James D. Ray, (unknown), Kevin C. Fraser	19
16	Assessing movement patterns using Bayesian state space models on Lake Winnipeg walleye 2021 ·Canadian Journal of Fisheries and Aquatic Sciences ·(unknown), Saman Muthukumarana, (unknown), Douglas A. Watkinson, (unknown), Eva C. Enders	5
17	Bayesian Equivalence Testing and Meta-Analysis in Two-Arm Trials with Binary Data 2018 ·Computational and Mathematical Methods in Medicine ·(unknown), Saman Muthukumarana	1
18	Model-based methods for case definitions from administrative health data: application to rheumatoid arthritis 2017 ·BMJ Open ·(unknown), Jessica Widdifield, Saman Muthukumarana, Depeng Jiang, Lisa M. Lix	3
19	Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations 2016 ·Medicine ·(unknown), Lisa M. Lix, Jacqueline Quail, Evelyn L. Forget, Saman Muthukumarana, (unknown), (unknown), Gary Teare	6
20	Bayesian analysis of mark‐recapture data with travel time‐dependent survival probabilities 2008 ·Canadian Journal of Statistics ·Saman Muthukumarana, Carl J. Schwarz, Tim B. Swartz	6

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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