See All Resources (157)
-
Requirements Flowdown for Prognostics and Health Management
A Publication, Prognostics CoE Publications - 10 years, 9 months ago
Shared By: Miryam Strautkalns
Prognostics and Health Management (PHM) principles have considerable promise to change the game of lifecycle cost of engineering systems at high safety levels by providing ...
-
On Applying the Prognostic Performance Metrics
A Publication, Prognostics CoE Publications - 10 years, 9 months ago
Shared By: Miryam Strautkalns
Prognostics performance evaluation has gained significant attention in the past few years. *As prognostics technology matures and more sophisticated methods for prognostic uncertainty management are ...
-
Data driven modeling of the simultaneous activities in ambient environments
A Publication, Farzad amirjavid's Collection - 10 years, 10 months ago
Shared By: Farzad amirjavid
Resident of a smart home, who may be an old person or an Alzheimer patient needing permanent assistance, actuates the world by realizing activities, which ...
-
A Survey of Metrics for Performance Evaluation of Prognostics
A Publication, Prognostics CoE Publications - 11 years ago
Shared By: Miryam Strautkalns
Prognostics is an emerging concept in condition basedmaintenance(CBM)ofcriticalsystems.Alongwith developing the fundamentals of being able to confidently predict Remaining Useful Life (RUL), the technology calls for ...
-
A Publication, Prognostics CoE Publications - 10 years, 4 months ago
Shared By: Miryam Strautkalns
An approach for predicting remaining useful life of power MOSFETs (metal oxide field effect transistor) devices has been developed. Power MOSFETs are semiconductor switching devices ...
-
A Publication, Farzad amirjavid's Collection - 11 years ago
Shared By: Farzad amirjavid
Abstract — A possible resident of smart home is an old person or an Alzheimer patient that should be assisted continuously for the rest of ...
-
A knowledge-based system approach for sensor fault modeling, detection and mitigation
A Publication, Prognostics CoE Publications - 11 years ago
Shared By: Miryam Strautkalns
Sensors are vital components for control and advanced health management techniques. However, sensors continue to be considered the weak link in many engineering applications since ...
-
Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach
A Publication, Nikunj Oza's Collection - 11 years, 1 month ago
Shared By: Nikunj Oza
In this paper we propose an innovative learning algorithm - a variation of One-class Support Vector Machines (SVMs) learning algorithm to produce sparser solutions ...
-
Activity modeling under uncertainty by trace of objects in smart homes
A Publication, Farzad amirjavid's Collection - 11 years, 8 months ago
Shared By: Farzad amirjavid
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 ...
-
UAS Designs and Missions
A Publication, Ames Uas in the Nas - 11 years, 10 months ago
Shared By: FRANCIS ENOMOTO
reports and presentations of UAS designs and missions
-
nu-Anomica: A Fast Support Vector Based Anomaly Detection Technique
A Publication, Nikunj Oza's Collection - 11 years, 1 month ago
Shared By: Nikunj Oza
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 ...
-
Key Real-World Applications of Classifier Ensembles
A Publication, Nikunj Oza's Collection - 12 years, 2 months ago
Shared By: Nikunj Oza
Broad classes of statistical classification algorithms have beendeveloped and applied successfully to a wide range of real worlddomains. In general, ensuring that the particular classificationalgorithm ...
-
Machine Learning for Earth Observation Flight Planning Optimization
A Publication, Nikunj Oza's Collection - 12 years, 2 months ago
Shared By: Nikunj Oza
This paper is a progress report of an effort whose goal is to demonstrate the effectiveness of automated data mining and planning for the daily ...
-
Learning to Improve Earth Observation Flight Planning
A Publication, Nikunj Oza's Collection - 12 years, 2 months ago
Shared By: Nikunj Oza
This paper describes a method and system for integrating machine learning with planning and data visualization for the management of mobile sensors for Earth science ...
-
Topic Modeling for OLAP on Multidimensional Text Databases: Topic Cube and its Applications
A Publication, Nikunj Oza's Collection - 12 years, 2 months ago
Shared By: Nikunj Oza
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 ...