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Thomas Oommen
Thomas Oommen
Professor & Chair, Geology and Geological Engineering, University of Mississippi
Geverifieerd e-mailadres voor olemiss.edu - Homepage
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An objective analysis of support vector machine based classification for remote sensing
T Oommen, D Misra, NKC Twarakavi, A Prakash, B Sahoo, ...
Mathematical geosciences 40, 409-424, 2008
2652008
Sampling bias and class imbalance in maximum-likelihood logistic regression
T Oommen, LG Baise, RM Vogel
Mathematical Geosciences 43, 99-120, 2011
1612011
Application and analysis of support vector machine based simulation for runoff and sediment yield
D Misra, T Oommen, A Agarwal, SK Mishra, AM Thompson
Biosystems engineering 103 (4), 527-535, 2009
1562009
A comparative analysis of pixel-and object-based detection of landslides from very high-resolution images
RN Keyport, T Oommen, TR Martha, KS Sajinkumar, JS Gierke
International journal of applied earth observation and geoinformation 64, 1-11, 2018
1462018
Early warning system for shallow landslides using rainfall threshold and slope stability analysis
S Naidu, KS Sajinkumar, T Oommen, VJ Anuja, RA Samuel, ...
Geoscience Frontiers 9 (6), 1871-1882, 2018
1352018
Satellite-based assessment of the August 2018 flood in parts of Kerala, India
CL Vishnu, KS Sajinkumar, T Oommen, RA Coffman, KP Thrivikramji, ...
Geomatics, Natural Hazards and Risk, 2019
1232019
Geomechanical rock properties of a basaltic volcano
LN Schaefer, JE Kendrick, T Oommen, Y Lavallée, G Chigna
Frontiers in Earth Science 3, 29, 2015
1182015
Energy-based numerical models for the assessment of soil liquefaction
AH Alavi, AH Gandomi, T Oommen
Geoscience Frontiers, 2011
1082011
Automated lithological mapping by integrating spectral enhancement techniques and machine learning algorithms using AVIRIS-NG hyperspectral data in Gold-bearing granite …
C Kumar, S Chatterjee, T Oommen, A Guha
International Journal of Applied Earth Observation and Geoinformation 86, 102006, 2020
962020
Validation and application of empirical liquefaction models
T Oommen, LG Baise, R Vogel
Journal of geotechnical and geoenvironmental engineering 136 (12), 1618-1633, 2010
842010
Consolidation settlement of Salt Lake County tailings impoundment revealed by time-series InSAR observations from multiple radar satellites
X Hu, T Oommen, Z Lu, T Wang, JW Kim
Remote sensing of environment 202, 199-209, 2017
682017
Evaluating the use of unmanned aerial vehicles for transportation purposes:[parts AD].
C Brooks, RJ Dobson, DM Banach, D Dean, T Oommen, RE Wolf, ...
Michigan. Dept. of Transportation. Office of Research and Best Practices, 2015
662015
Machine learning based predictive modeling of debris flow probability following wildfire in the intermountain Western United States
AN Kern, P Addison, T Oommen, SE Salazar, RA Coffman
Mathematical geosciences 49, 717-735, 2017
622017
Object-based classification of earthquake damage from high-resolution optical imagery using machine learning
J Bialas, T Oommen, U Rebbapragada, E Levin
Journal of Applied Remote Sensing 10 (3), 036025-036025, 2016
512016
Unmanned aerial vehicle (UAV)-based assessment of concrete bridge deck delamination using thermal and visible camera sensors: A preliminary analysis
R Escobar-Wolf, T Oommen, CN Brooks, RJ Dobson, TM Ahlborn
Research in Nondestructive Evaluation 29 (4), 183-198, 2018
492018
Regional-scale back-analysis using TRIGRS: an approach to advance landslide hazard modeling and prediction in sparse data regions
L Weidner, T Oommen, R Escobar-Wolf, KS Sajinkumar, RA Samuel
Landslides 15, 2343-2356, 2018
462018
Dramatic volcanic instability revealed by InSAR
LN Schaefer, Z Lu, T Oommen
Geology 43 (8), 743-746, 2015
462015
An integrated field-numerical approach to assess slope stability hazards at volcanoes: the example of Pacaya, Guatemala
LN Schaefer, T Oommen, C Corazzato, A Tibaldi, R Escobar-Wolf, ...
Bulletin of volcanology 75, 1-18, 2013
432013
Mapping hydrothermal alteration minerals using high-resolution AVIRIS-NG hyperspectral data in the Hutti-Maski gold deposit area, India
C Kumar, S Chatterjee, T Oommen
International journal of remote sensing 41 (2), 794-812, 2020
422020
Post-eruption deformation processes measured using ALOS-1 and UAVSAR InSAR at Pacaya Volcano, Guatemala
LN Schaefer, Z Lu, T Oommen
Remote Sensing 8 (1), 73, 2016
412016
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Artikelen 1–20