Faculty in the University of Dayton Department of Electrical and Computer Engineering address a variety of topics in their scholarly work, often with grant support from federal agencies, corporations, and private foundations. This collection provides a sampling of their work.

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Submissions from 2019

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Optimized feature selection-based clustering approach for computer-aided detection of lung nodules in different modalities, Barath Narayanan, Russell C. Hardie, Temesguen Messay Kebede, and Matthew J. Sprague

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A Holistic Registration Approach to Fusion of Interpolated Frames, Michael A. Rucci and Russell C. Hardie

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A Survey of Techniques for Mobile Service Encrypted Traffic Classification Using Deep Learning, Pan Wang (0000-0003-2006-1129), Xuejiao Chen, Feng Ye (0000-0002-2436-2300), and Zhixin Sun (0000-0001-6148-9688)

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Deep Temporal Convolutional Networks for Short-Term Traffic Flow Forecasting, Wentian Zhao, Yanyun Gao, Tingxiang Ji, Xili Wan (0000-0001-9160-8246), Feng Ye, and Guangwei Bai

Submissions from 2018

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A Leaf Recognition Approach to Plant Classification Using Machine Learning, Redha Ali, Russell C. Hardie, and Almabrok Essa

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Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks, Md Zahangir Alom (0000-0002-2314-1207), Paheding Sidike (0000-0003-4712-9672), Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari

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Super-resolution in the presence of atmospheric optical turbulence, Russell C. Hardie, Michael A. Rucci, Barry K. Karch, Alex J. Dapore, and Douglas R. Droege

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Performance analysis of a computer-aided detection system for lung nodules in CT at different slice thicknesses, Barath Narayanan, Russell C. Hardie, and Temesguen Messay Kebede

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Performance Analysis of Feature Selection Techniques for Support Vector Machine and its Application for Lung Nodule Detection, Barath Narayanan, Russell C. Hardie, and Temesguen Messay Kebede

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Datanet: Deep Learning Based Encrypted Network Traffic Classification in SDN Home Gateway, Pan Wang (0000-0003-2006-1129), Feng Ye (0000-0002-2436-2300), Xuejiao Chen, and And Yi Qian

Submissions from 2017

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Simulation of the Scattered EM Field of a Rotating Conducting Cylinder Using Static Data, Esmail M. M. Abuhdima and Robert Penno

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Recursive Non-Local Means Filter for Video Denoising, Redha A. Ali and Russell C. Hardie

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On the Simulation and Mitigation of Anisoplanatic Optical Turbulence for Long Range Imaging, Russell C. Hardie and Daniel A. LeMaster

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Simulation of Anisoplanatic Imaging through Optical Turbulence Using Numerical Wave Propagation with New Validation Analysis, Russell C. Hardie, Jonathan D. Power, Daniel A. LeMaster, Douglas R. Droege, Szymon Gladysz, and Santasri Bose-Pillai

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Block Matching and Wiener Filtering Approach to Optical Turbulence Mitigation and Its Application to Simulated and Real Imagery with Quantitative Error Analysis, Russell C. Hardie, Michael Armand Rucci, Barry K. Karch, and Alexander J. Dapore

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On-Chip Training of Memristor Crossbar Based Multi-Layer Neural Networks, Raqibul Hasan, Tarek M. Taha, and Christopher Yakopcic

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Using Phase for Radar Scatterer Classification, Linda J. Moore, Brian D. Rigling, Robert Penno, and Edmund G. Zelnio

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Comparing Multiple Turbulence Restoration Algorithms Performance on Noisy Anisoplanatic Imagery, Michael Armand Rucci, Russell C. Hardie, and Alexander J. Dapore

Submissions from 2016

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Recursive Non-Local Means Filter for Video Denoising with Poisson-Gaussian Noise, Redha A. Almahdi and Russell C. Hardie

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Examination of the Nonlinear Dynamics and Possible Chaos Encryption in a Zeroth-Order Acousto-Optic Bragg Modulator with Feedback, Fares S. Almehmadi and Monish Ranjan Chatterjee

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Negative Index in Chiral Metamaterials under Conductive Loss and First-Order Material Dispersion Using Lorentzian, Condon and Drude Models, Monish Ranjan Chatterjee and Tarig A. Algadey

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Large-area Object Search and Recovery using Sector-based Aerial Acousto-optic Scanning and Reflection Sensing, Monish Ranjan Chatterjee and Salaheddeen G. Bugoffa

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Nonlinear Dynamics, Bifurcation Maps, Signal Encryption and Decryption using Acousto-Optic Chaos under a Variable Aperture Illumination, Monish Ranjan Chatterjee and Suman Chaparala

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Anisoplanatic Electromagnetic Image Propagation through Narrow or Extended Phase Turbulence using Altitude-Dependent Structure Parameter, Monish Ranjan Chatterjee and Ali Mohamed

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Diffractive Propagation and Recovery of Modulated (including Chaotic) Electromagnetic Waves through Uniform Atmosphere and Modified von Karman Phase Turbulence, Monish Ranjan Chatterjee and Fathi H.A. Mohamed