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Distributed Decision-Tree Induction in Peer-to-Peer Systems
This paper offers a scalable and robust distributed algorithm for decision-tree induction in large peer-to-peer (P2P) environments. Computing a decision tree in such large... -
CIDU 2010 Student Travel Award
CIDU 2010 Student Travel Award Application Form -
Basic Principles - Chapter 6
This chapter described at a very high level some of the considerations that need to be made when designing algorithms for a vehicle health management application. The choices... -
Flight Data For Tail 668
The following zip files contain individual flight recorded data in Matlab file format. There are 186 parameters each with a data structure that contains the following: -sensor... -
BSCW Unstructured Grids - VGRID software FINAL
These grids were constructed using VGRID software from NASA Langley. The grids designed for node based (labeled 'nc') and cell-centered solvers are supplied. Grids with mixed... -
Brian Bole
not available -
Activity modeling under uncertainty by trace of objects in smart homes
A typical resident of a smart home can be an Alzheimer patient that forgets sometimes to complete the activities that he begins. The key point to assist the smart home resident... -
Exploring the Model Design Space for Battery Health Management
Battery Health Management (BHM) is a core enabling technology for the success and widespread adoption of the emerging electric vehicles of today. Although battery chemistries... -
A Bayesian Framework for Remaining Useful Life Estimation
The estimation of remaining useful life (RUL) of a faulty component is at the center of system prognostics and health management. It gives operators a potent tool in decision... -
CIDU 2010 program
Detailed schedule for CIDU 2010. -
nu-Anomica: A Fast Support Vector Based Anomaly Detection Technique
In this paper we propose $\nu$-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared to the benchmark one-... -
Distributed Real-time Embedded Analysis Method (DREAM)
Models developed with this Open Source tool. -
2010_09_10_jam_-40 Lab
Jam fault scenarios with tensile (-40 lbs) load (diagnostic and prognostic). -
Estimation of Time-Varying Autoregressive Symmetric Alpha Stable
In the last decade alpha-stable distributions have become a standard model for impulsive data. Especially the linear symmetric alpha-stable processes have found applications in... -
sequenceMiner algorithm
Detecting and describing anomalies in large repositories of discrete symbol sequences. sequenceMiner has been open-sourced! Download the file below to try it out. sequenceMiner... -
Distributed Diagnosis in Uncertain Environments Using Dynamic Bayesian Networks
This paper presents a distributed Bayesian fault diagnosis scheme for physical systems. Our diagnoser design is based on a procedure for factoring the global system bond graph... -
LandSat7 image of the San Gorgonio Pass area, Riverside County, California.
In the early 1970's, the U.S. Geological Survey (USGS) entered into a partnership with the National Aeronautic and Space Administration (NASA) to provide repetitive global... -
Investigating the Effect of Damage Progression Model Choice on Prognostics...
The success of model-based approaches to systems health management depends largely on the quality of the underly- ing models. In model-based prognostics, it is especially the... -
Client-side Web Mining for Community Formation in Peer-to-Peer Environments
In this paper we present a framework for forming interests-based Peer-to-Peer communities using client-side web browsing history. At the heart of this framework is the use of an... -
Experimental Validation of a Prognostic Health Management System for...
The work described herein is aimed to advance prognostic health management solutions for electro-mechanical actuators and, thus, increase their reliability and attractiveness to...