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Agenda
Draft Agenda, april 16, 2012 -
SCALABLE TIME SERIES CHANGE DETECTION FOR BIOMASS MONITORING USING GAUSSIAN PROCESS
SCALABLE TIME SERIES CHANGE DETECTION FOR BIOMASS MONITORING USING GAUSSIAN PROCESS VARUN CHANDOLA AND RANGA RAJU VATSAVAI Abstract. Biomass monitoring, specifically, detecting... -
MKAD (Open Sourced Code)
The Multiple Kernel Anomaly Detection (MKAD) algorithm is designed for anomaly detection over a set of files. It combines multiple kernels into a single optimization function... -
Modeling of Activities as Fuzzy Temporal Multivariable Problems
Smart Home resident may be an Alzheimer patient needing continuous assistance and care giving. Because of forgetfulness, this person may realize activities of daily living... -
Methods for Probabilistic Fault Diagnosis: An EPS Case Study
Health management systems that more accurately and quickly diagnose faults that may occur in different technical systems on-board a vehicle will play a key role in the success... -
Algorithms for Speeding up Distance-Based Outlier Detection
The problem of distance-based outlier detection is difficult to solve efficiently in very large datasets because of potential quadratic time complexity. We address this problem... -
Space Shuttle Main Propulsion System Anomaly Detection: A Case Study
The space shuttle main engine (SSME) is part of the Main Propnlsion System (MPS) which is an extremely complex system containing several sub-systems and components, each of... -
Implementation of Prognostic Methodologies to Cryogenic Propellant Loading Test-bed
Prognostics methodologies determine the health state of a system and predict the end of life and remaining useful life. This information enables operators to take maintenance... -
Exploration of Risks in Autonomous Decision-Making Applied to Aeronautics
Prior research into metrics and design for autonomy were presented. At this time, the prospect of adding significant autonomous decision-making on a piloted aircraft is viewed... -
Theoretically Optimal Distributed Anomaly Detection
A novel general framework for distributed anomaly detection with theoretical performance guarantees is proposed. Our algorithmic approach combines existing anomaly detection... -
Comparison of Two Probabilistic Fatigue Damage Assessment Approaches Using...
A general framework for probabilistic prognosis using maximum entropy approach, MRE, is proposed in this paper to include all available information and uncertainties for RUL... -
A Model-Based Prognostics Methodology For Electrolytic Capacitors Based On...
A remaining useful life prediction methodology for electrolytic capacitors is presented. This methodology is based on the Kalman filter framework and an empirical degradation... -
RSW Mixed Element Cell-Centered Medium Mesh
This RSW gridset is designed as the medium size mixed element grid for use with cell-centered unstructured meshes. UG3 : Grid File Name = rsw_med_mixedcc.b8.ugrid UG3 : Quad... -
Topic Modeling for OLAP on Multidimensional Text Databases: Topic Cube and...
As the amount of textual information grows explosively in various kinds of business systems, it becomes more and more desirable to analyze both structured data records and... -
Development of a Mobile Robot Test Platform and Methods for Validation of...
As fault diagnosis and prognosis systems in aerospace applications become more capable, the ability to utilize information supplied by them becomes increasingly important. While... -
INTEXA_O3SONDES
INTEX-A Ozonesonde data. -
Distributed Damage Estimation for Prognostics based on Structural Model Decomposition
Model-based prognostics approaches capture system knowl- edge in the form of physics-based models of components that include how they fail. These methods consist of a damage... -
INTEXA_TRAJECTORY
INTEX-A DC-8 Aircraft Trajectory data. -
Privacy Preserving Outlier Detection through Random Nonlinear Data Distortion
Consider a scenario in which the data owner has some private/sensitive data and wants a data miner to access it for studying important patterns without revealing the sensitive... -
DIAGNOSTIC/PROGNOSTIC EXPERIMENTS FOR CAPACITOR DEGRADATION AND HEALTH...
Studying and analyzing the ageing mechanisms of electronic components avionics in systems such as the GPS and INAV are of critical importance. In DC-DC power converter systems...