Supervised Dissertations and Theses

Supervised Dissertations and Theses

Ph.D. DISSERTATIONS | M.S. THESES

 

 

Ph.D. Dissertations Supervised:

2020

Photoacoustic imaging and its application to congenital brain disease by Tianqi Shan, (Paul Gader, Advisor), University of Florida.

2019

An intelligent framework for proactive health analysis and monitoring of autonomous mobile robots by Walter Waltz, (Paul Gader, Advisor), University of Florida.

2018

Hyperspectral Unmixing with Endmember Uncertainty, Variability and Multiresolution Fusion by Yuan Zhou, (Paul Gader, Advisor), University of Florida.

2017

Possibilistic Classification Using Gaussian Process Prior by Leila Kalantari, (Paul Gader, Advisor), University of Florida.

2014

Normalized Maximum Likelihood on Variable Length Sequence Datasets by Joshua Horton, (Paul Gader, Advisor), University of Florida.

2014

Bayesian Hyperspectral Unmixing and Endmember Detection with MultiVariate Beta Distributions by Dmitri Dranishnikov, (Paul Gader, Advisor), University of Florida.

2013

Context-Dependent Detection in Hyperspectral Imagery by Taylor Glenn, (Paul Gader, Advisor), University of Florida.

2011

Endmember And Proportion Estimation Using Physics-Based Macroscopic And Microscopic Mixture Models by Ryan Close, (Paul Gader, Advisor), University of Florida.

2011

Context–Based Classification Via Data–Dependent Mixtures Of Logistic And Hidden Markov by Seniha Yukesel, (Paul Gader, Advisor), University of Florida.

2010

Fast Physics-Based Methods for Wideband Electromagnetic Induction Data Analysis by Ganesan Ramachandran, (Paul Gader, Advisor), University of Florida.

2009

Robust Kernel Methods in Context-dependent Fusion by Gyeongyong Heo, (Paul Gader, Advisor), University of Florida.

2009

Automatic Feature Learning and Parameter Estimation for Hidden Markov Models Using MCE and Gibbs Sampling by Xuping Zhang, (Paul Gader, Advisor), University of Florida.

2009

Optimized Dictionary Design and Classification Using the Matching Pursuits Dissimilarity Measure by Raazia Mazhar, (Paul Gader, Advisor), University of Florida.

2008

Hyperspectral Endmember Detection and Band Selection Using Bayesian Methods by Alina Zare, (Paul Gader, Advisor), University of Florida.

2008

Random Set Framework for Context-Based Classification by Jeremy Bolton, (Paul Gader, Advisor), University of Florida.

2008

Information Fusion and Sparsity Promotion using Choquet Integrals by Andres Mendez-Vazquez, (Paul Gader, Advisor), University of Florida.

2007

Piecewise Linear Lattice Based Associative Memories by John McElroy, (Paul Gader, Advisor), University of Florida.

2003

New Sequence Processing Algorithms using Hidden Markov Models by Mihail Popescu, (Paul Gader, Advisor), University of Missouri-Columbia.

2000

Choquet Integral Based Morphological Operators with Applications to Object Detection and Information Fusion by Ali Koksal Hocaoglu, (Paul Gader, Advisor), University of Missouri-Columbia.

2000

Word Level Training of Handwritten Word Recognition Systems by Wen-Tsong Chen, (Paul Gader, Advisor), University of Missouri-Columbia.

2000

Morphological Granulometric Estimation with Random Primitives and Applications to Blood Cell Counting by Nipon Theera-Umpon, (Paul Gader, Advisor), University of Missouri-Columbia.

1999

Improving Shared-Weight Neural Networks Generalization Using Regularization Theory and Entropy Maximization by Mohamed Khabou, (Paul Gader, Advisor), University of Missouri-Columbia.

1995

Handwritten Word Recognition using Generalized Hidden Markov Models by Magdi Mohamed, (Paul Gader, Advisor), University of Missouri-Columbia.

1995

Nonlinear Correlation Filter and Morphology Neural Networks for Image Pattern and Automatic Target Recognition by Yonggwan Won, (Paul Gader, Advisor), University of Missouri-Columbia.

1995

Hybrid Fuzzy Neural Systems for Robust Handwritten Word Recognition by Jung-Hsien Chiang, (Paul Gader, Advisor), University of Missouri-Columbia.

 

 

M.S. THESES SUPERVISED:

 

2019

Competency Aware Machine Learning Using Null Space Avoidance by Srinivas Sourabhreddy Sattireddy Medapati, M.S. Thesis (Paul Gader, Advisor), University of Florida.

2019

Anomaly and Target Detection in Synthetic Aperture SONAR by Princess Lyons, M.S. Thesis (Paul Gader, Advisor), University of Florida.

2019

Switchgrass Genotype Classification Using Hyperspectral Imagery by Hudanyun Sheng, M.S. Thesis (Paul Gader, Advisor), University of Florida.

2016

Detection of Apple Marssonina Blotch Disease Using Hyperspectral Data by Mubarakat Shuaibu, M.S. Thesis (Paul Gader, Advisor), University of Florida.