Author

Dixon Vimalajeewa

Observed name: Vimalajeewa, Dixon

Institution: University of Nebraska–Lincoln

Observed institutions: University College Dublin, University of Nebraska–Lincoln, Teagasc - The Irish Agriculture and Food Development Authority, Purdue University West Lafayette, Istituto di Matematica Applicata e Tecnologie Informatiche, Walton Institute for Information and Communications Systems Science, Waterford Institute of Technology, Texas A&M University

ORCID: 0000-0001-6794-4776

Observed ORCID: 0000-0001-6794-4776

OpenAlex ID: A5080487765

A Service-based Joint Model Used for Distributed Learning: Application for Smart Agriculture

2021 · Dixon Vimalajeewa, Chamil Kulatunga, et al. · IEEE Transactions on Emerging Topics in Computing · 44

Leveraging Social Network Analysis for Characterizing Cohesion of Human-Managed Animals

2019 · Dixon Vimalajeewa, Sasitharan Balasubramaniam, et al. · IEEE Transactions on Computational Social Systems · 26

Parkinson’s Disease Diagnosis With Gait Characteristics Extracted Using Wavelet Transforms

2023 · Dixon Vimalajeewa, Ethan McDonald, et al. · IEEE Journal of Translational Engineering in Health and Medicine · 21

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Learning in the compressed data domain: Application to milk quality prediction

2018 · Dixon Vimalajeewa, Chamil Kulatunga, et al. · Information Sciences · 19

Virus particle propagation and infectivity along the respiratory tract and a case study for SARS-CoV-2

2022 · Dixon Vimalajeewa, Sasitharan Balasubramaniam, et al. · Scientific Reports · 14

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Cooperative in-network computation in energy harvesting device clouds

2017 · Chamil Kulatunga, Kriti Bhargava, et al. · Sustainable Computing Informatics and Systems · 14

Wavelet-based approach for diagnosing attention deficit hyperactivity disorder (ADHD)

2022 · Dixon Vimalajeewa, Ethan McDonald, et al. · Scientific Reports · 11

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Multiscale analysis of heart sound signals in the wavelet domain for heart murmur detection

2025 · Dixon Vimalajeewa, Chihoon Lee, et al. · Scientific Reports · 10

Early detection of ovarian cancer by wavelet analysis of protein mass spectra

2023 · Dixon Vimalajeewa, Scott Alan Bruce, et al. · Statistics in Medicine · 9

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Evaluation of Non-linearity in MIR Spectroscopic Data for Compressed Learning

2017 · Dixon Vimalajeewa, Donagh Berry, et al. · IEEE ... International Conference on Data Mining workshops · 6

Block Chain and Internet of Nano-Things for Optimizing Chemical Sensing in Smart Farming

2020 · Vimalajeewa, Dixon, Thakur, Subhasis, et al. · arXiv (Cornell University) · 5

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Analysis and classification of 1H-NMR spectra by multifractal analysis

2023 · Jongphil Kim, Hin Kyeol Woo, et al. · PLoS ONE · 4

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Gamma-Minimax Wavelet Shrinkage for Signals with Low SNR

2023 · Dixon Vimalajeewa, Anirban DasGupta, et al. · The New England Journal of Statistics in Data Science · 4

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In Silico Modeling of Virus Particle Propagation and Infectivity along the Respiratory Tract: A Case Study for SARS-COV-2

2020 · Dixon Vimalajeewa, Sasitharan Balasubramaniam, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 3

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An Advanced Self-Similarity Measure: Average of Level-Pairwise Hurst Exponent Estimates (ALPHEE)

2025 · Dixon Vimalajeewa, Raymond J. Hinton, et al. · IEEE Transactions on Biomedical Engineering · 2

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Ovarian cancer diagnostics using wavelet packet scaling descriptors

2024 · Raymond J. Hinton, Jihyun Byun, et al. · Biomedical Signal Processing and Control · 2

Digestive System Dynamics in Molecular Communication Perspectives

2021 · Dixon Vimalajeewa, Sasitharan Balasubramaniam · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2

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Utilizing Wavelet Transform in the Analysis of Scaling Dynamics for Milk Quality Evaluation

2024 · Devon Maywald, Dixon Vimalajeewa · Springer eBooks · 1

A Method for Detecting Murmurous Heart Sounds based on Self-similar Properties

2023 · Vimalajeewa, Dixon, Lee, Chihoon, et al. · arXiv (Cornell University) · 1

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Wavelet‐Based Hurst Exponent Estimation

2026 · Dixon Vimalajeewa, Fabrizio Ruggeri, et al. · Wiley Interdisciplinary Reviews Computational Statistics

Machine Learning Integrated in Wavelet Shrinkage (MLShrink)

2026 · Vimalajeewa, Dixon, Lakmini, Vijini, et al. · arXiv (Cornell University)

SCOPE Shrinkage: A Unified Framework for Wavelet Denoising

2026 · Vimalajeewa, Dixon, Lakmini, Vijini, et al. · arXiv (Cornell University)

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Machine Learning Integrated in Wavelet Shrinkage (MLShrink)

2026 · Vimalajeewa, Dixon, Lakmini, Vijini, et al. · arXiv (Cornell University)

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Neural Aggregation of Noise-Controlled Wavelet Estimates for Reliable Hurst Exponent Inference

2026 · Malith Premarathna, Fabrizio Ruggeri, et al. · SSRN Electronic Journal

Feature-enriched deep learning approach for stock market return forecasting using time-variant Hurst exponent and feature selection

2026 · Mahinda Mailagaha Kumbure, Christoph Lohrmann, et al. · SSRN Electronic Journal

Works count: 35

Citation count: 198

H-index: 9

I10-index: 8