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Dixon Vimalajeewa
Dixon Vimalajeewa
Assistant Professor, Department of Statistics, University of Nebraska Lincoln
E-mail confirmado em unl.edu
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A Service-based Joint Model Used for Distributed Learning: Application for Smart Agriculture
D Vimalajeewa, S Balasubramaniam, DP Berry, C Kulatunga
IEEE Transactions on Emerging Topics in Computing, 2020
442020
Leveraging Social Network Analysis for Characterising Cohesion of Human-Managed Animals
D Vimalajeewa, S Balasubramaniam, B O’Brien, C Kulatunga, ...
IEEE Transactions on Computational Social Systems, 2019
312019
Cooperative in-network computation in energy harvesting device clouds
C Kulatunga, K Bhargava, D Vimalajeewa, S Ivanov
Sustainable Computing: Informatics and Systems 16, 106-116, 2017
182017
Learning in the compressed data domain: Application to milk quality prediction
D Vimalajeewa, C Kulatunga, DP Berry
Information Sciences 459, 149-167, 2018
172018
Wavelet-based approach for diagnosing attention deficit hyperactivity disorder (ADHD)
D Vimalajeewa, E McDonald, SA Bruce, B Vidakovic
Scientific Reports 12 (1), 21928, 2022
132022
Early detection of ovarian cancer by wavelet analysis of protein mass spectra
D Vimalajeewa, SA Bruce, B Vidakovic
Statistics in Medicine 42 (13), 2257-2273, 2023
102023
Virus particle propagation and infectivity along the respiratory tract and a case study for SARS-CoV-2
D Vimalajeewa, S Balasubramaniam, DP Berry, G Barry
Scientific Reports 12 (1), 7666, 2022
92022
Parkinson’s disease diagnosis with gait characteristics extracted using wavelet transforms
D Vimalajeewa, E McDonald, M Tung, B Vidakovic
IEEE Journal of Translational Engineering in Health and Medicine 11, 271-281, 2023
72023
Evaluation of non-linearity in MIR spectroscopic data for compressed learning
D Vimalajeewa, D Berry, E Robson, C Kulatunga
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 545-552, 2017
62017
A method for detecting murmurous heart sounds based on self-similar properties
D Vimalajeewa, C Lee, B Vidakovic
arXiv preprint arXiv:2306.05283, 2023
52023
Block Chain and Internet of Nano-Things for Optimizing Chemical Sensing in Smart Farming
D Vimalajeewa, S Thakur, J Breslin, DP Berry, S Balasubramaniam
arXiv preprint arXiv:2010.01941, 2020
52020
Analysis and classification of 1H-NMR spectra by multifractal analysis
J Kim, HK Woo, D Vimalajeewa, B Vidakovic
Plos one 18 (6), e0286205, 2023
42023
In Silico Modeling of Virus Particle Propagation and Infectivity along the Respiratory Tract: A Case Study for SARS-COV-2
D Vimalajeewa, S Balasubramaniam, DP Berry, G Barry
BioRkiv, 2020
32020
Gamma-Minimax Wavelet Shrinkage for Signals with Low SNR
D Vimalajeewa, A DasGupta, F Ruggeri, B Vidakovic
The New England Journal of Statistics in Data Science 1 (2), 159-171, 2023
22023
Multiscale Analysis of Heart Sound Signals in the Wavelet Domain for Heart Murmur Detection
D Vimalajeewa, B Vidakovic, C Lee
12024
Dietary Sodium and Potassium Patterns in Adults with Food Insecurity in the Context of Hypertension Risk
EA Onugha, A Banerjee, HD Vimalajeewa, KJ Nobleza, DT Nguyen, ...
medRxiv, 2024
12024
Digestive system dynamics in molecular communication perspectives
D Vimalajeewa, S Balasubramaniam
International Conference on Bio-inspired Information and Communication …, 2021
12021
Distributed Learning and Data Processing for Smart Farming
D Vimalajeewa
Waterford Institute of Technology, 2019
12019
Ovarian cancer diagnostics using wavelet packet scaling descriptors
RJ Hinton Jr, J Byun, D Vimalajeewa, B Vidakovic
Biomedical Signal Processing and Control 102, 107270, 2025
2025
Utilizing Wavelet Transform in the Analysis of Scaling Dynamics for Milk Quality Evaluation
D Maywald, D Vimalajeewa
Time Series and Wavelet Analysis, 261-279, 2024
2024
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