Analysis of Virtual Sensors for Predicting Aircraft Fuel Consumption

A Publication, Virtual Sensors - 11 years, 2 months ago

Shared By: Ashok Srivastava

Previous research described the use of machine learning algorithms to predict aircraft fuel consumption. This technique, known as Virtual Sensors, models fuel consumption as a ...

Activity modeling under uncertainty by trace of objects in smart homes

A Publication, Farzad amirjavid's Collection - 12 years, 6 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 ...

Third International Diagnostic Competition - DXC'11

A Publication, Third International Diagnostic Competition - 12 years, 6 months ago

Shared By: SCOTT POLL

We present the third implementation of a framework created jointly by NASA Ames Research Center, Palo Alto Research Center, and Delft University of Technology to ...

Anomaly Detection in a Fleet of Systems

A Publication, Nikunj Oza's Collection - 11 years, 11 months ago

Shared By: Nikunj Oza

A fleet is a group of systems (e.g., cars, aircraft) that are designed and manufactured the same way and are intended to be used the ...

Classification

A Publication, Nikunj Oza's Collection - 11 years, 11 months ago

Shared By: Nikunj Oza

A supervised learning task involves constructing a mapping from an input data space (normally described by several features) to an output space. A set of ...

nu-Anomica: A Fast Support Vector Based Anomaly Detection Technique

A Publication, Nikunj Oza's Collection - 11 years, 11 months 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 - 13 years 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 - 13 years 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 - 13 years 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 - 13 years 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 ...