28 citations · 39 across the 9 of their papers we have counts for
9 papers
Semisupervised Adversarial Neural Networks for Cyber Security Transfer Learning
Casey Kneale, Kolia Sadeghi
On the path to establishing a global cybersecurity framework where each enterprise shares information about malicious behavior, an important question arises. How can a machine lear…
Band Target Entropy Minimization and Target Partial Least Squares for Spectral Recovery and Calibration
Casey Kneale, Steven D. Brown
The resolution and calibration of pure spectra of minority components in measurements of chemical mixtures without prior knowledge of the mixture is a challenging problem. In this…
Uncharted Forest a Technique for Exploratory Data Analysis
Casey Kneale, Steven D. Brown
Exploratory data analysis is crucial for developing and understanding classification models from high-dimensional datasets. We explore the utility of a new unsupervised tree ensemb…
Small Moving Window Calibration Models for Soft Sensing Processes with Limited History
Casey Kneale, Steven D. Brown
Five simple soft sensor methodologies with two update conditions were compared on two experimentally-obtained datasets and one simulated dataset. The soft sensors investigated were…
Numerical Optimization of Material Configurations for the Development of Surface Plasmon Resonance Devices
Casey Kneale, Karl S. Booksh
Various metals (Ag, Al, Au, Bi, Cu), polymers (polyvinylpyrrolidone, polystyrene), and electrically conductive polymers (polyacetylene, polyaniline, poly(3,4-ethylenedioxythiophene…
Robust Particle Swarm Optimizer based on Chemomimicry
Casey Kneale, Karl S. Booksh
A particle swarm optimizer (PSO) loosely based on the phenomena of crystallization and a chaos factor which follows the complimentary error function is described. The method featur…
Effective Calibration Transfer via Möbius and Affine Transformations
Casey Kneale, Karl S. Booksh
A novel technique for calibration transfer called the Modified Four Point Interpolant (MFPI) method is introduced for near infrared spectra. The method is founded on physical intui…
Optimized Spatial Partitioning via Minimal Swarm Intelligence
Casey Kneale, Dominic Poerio, Karl S. Booksh
Optimized spatial partitioning algorithms are the corner stone of many successful experimental designs and statistical methods. Of these algorithms, the Centroidal Voronoi Tessella…
Mode Characterization for Planar and Corrugated Multilayer Structures via Scattering Matrix Analysis
Casey Kneale, Jean Chandezon, Karl S. Booksh
The construction of the unconditionally stable planar rank 2 scattering matrix for stratified systems is detailed from Fresnel equations. Several matrix decompositions and numerica…