Integrated Fault Detection, Isolation and Recovery for Ground Operations
Pilot Operational Implementation in a Rocket Engine Test Stand

Matlab/Octave scripts to convert files to sequences
Random seed option and unique ID feature.

Model fidelity study, presented at PHM08 in Denver

ν-Anomica: A Fast Support Vector based Novelty Detection Technique

Multiple Kernel Learning for Heterogeneous Anomaly Detection: Algorithm and Aviation Safety Case Study

Software to calculate contest scoring metrics

Diagram of the ADAPT Electical Power System

Mining Distance-Based Outliers in Near Linear Time with Randomization and a Simple Pruning Rule

ADAPTIVE FAULT DETECTION ON LIQUID PROPULSION SYSTEMS WITH VIRTUAL SENSORS: ALGORITHMS AND ARCHITECTURES

Modeling of non-stationary autoregressive alpha-stable processes by particle filters

Characterization of Interstellar Organic Molecules

SAR image enhancement using particle filtering

Bayesian Separation of Non-Stationary Mixtures of Dependent Gaussian Sources

COMPLEX NETWORKS IN CLIMATE SCIENCE: PROGRESS, OPPORTUNITIES AND CHALLENGES
Presentation

SPATIALLY ADAPTIVE SEMI-SUPERVISED LEARNING WITH GAUSSIAN PROCESSES FOR HYPERSPECTRAL DATA ANALYSIS
Presentation

IMPROVING CAUSE DETECTION SYSTEMS WITH ACTIVE LEARNING
Presentation

Classification of Mars Terrain Using Multiple Data Sources

SCALABLE TIME SERIES CHANGE DETECTION FOR BIOMASS MONITORING USING GAUSSIAN PROCESS

ANALYZING AVIATION SAFETY REPORTS: FROM TOPIC MODELING TO SCALABLE MULTI-LABEL CLASSIFICATION

OPTIMAL PARTITIONS OF DATA IN HIGHER DIMENSIONS

DISTRIBUTED ANOMALY DETECTION USING SATELLITE DATA FROM MULTIPLE MODALITIES

LUNAR TERRAIN AND ALBEDO RECONSTRUCTION FROM APOLLO IMAGERY

KEYWORD SEARCH IN TEXT CUBE: FINDING TOP-K RELEVANT CELLS

PROBABILITY CALIBRATION BY THE MINIMUM AND MAXIMUM PROBABILITY SCORES IN ONE-CLASS BAYES LEARNING FOR ANOMALY DETECTION

A COMPARATIVE STUDY OF ALGORITHMS FOR LAND COVER CHANGE

USAGE OF DISSIMILARITY MEASURES AND MULTIDIMENSIONAL SCALING FOR LARGE SCALE SOLAR DATA ANALYSIS

A KNOWLEDGE DISCOVERY STRATEGY FOR RELATING SEA SURFACE TEMPERATURES TO FREQUENCIES OF TROPICAL STORMS AND GENERATING PREDICTIONS OF HURRICANES UNDER 21ST-CENTURY GLOBAL WARMING SCENARIOS