Towards Software Health Management with Bayesian Networks

A Publication, Ashok Srivastava's Collection - 10 years, 1 month ago

Shared By: Ashok Srivastava

More and more systems such as aircraft, machinery, and cars rely heavily on software, which performs safety-critical operations. Assuring software safety though traditional V&V; has ...

Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. Gaussian Process regression is ...

Privacy Preservation through Random Nonlinear Distortion

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

Consider a scenario in which the data owner has some private or sensitive data and wants a data miner to access them for studying important ...

Trajectory Clustering with Applications to Airspace Monitoring

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

This paper presents a framework aimed at monitoring the behavior of aircraft in a given airspace. Trajectories that constitute typical operations are determined and learned ...

Efficient Keyword-Based Search for Top-K Cells in Text Cube

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

Previous studies on supporting free-form keyword queries over RDBMSs provide users with linked-structures (e.g.,a set of joined tuples) that are relevant to a given keyword ...

Vehicle-Level Reasoning Systems: Integrating System-Wide data to Estimate Instantaneous Health State

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

One of the primary goals of Integrated Vehicle Health Management (IVHM) is to detect, diagnose, predict, and mitigate adverse events during the flight of an ...

Sparse Machine Learning Methods for Understanding Large Text Corpora

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

Sparse machine learning has recently emerged as powerful tool to obtain models of high-dimensional data with high degree of interpretability, at low computational cost. This ...

The Case for Software Health Management

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

Software Health Management (SWHM) is a new field that is concerned with the development of tools and technologies to enable automated detection, diagnosis, prediction, and ...

Space Shuttle Main Propulsion System Anomaly Detection: A Case Study

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

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, ...

Greener Aviation with Virtual Sensors: A Case Study

A Publication, Ashok Srivastava's Collection - 10 years, 4 months ago

Shared By: Ashok Srivastava

The environmental impact of aviation is enormous given the fact that in the US alone there are nearly 6 million flights per year of commercial ...

Indir Jaganjac

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 12 years, 4 months ago

Shared By: Indir Jaganjac

Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

Indir Jaganjac

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 12 years, 4 months ago

Shared By: Indir Jaganjac

Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

FLEA Data FAQ

A Dataset, FLEA - 12 years, 3 months ago

Shared By: EDWARD BALABAN

Frequently asked questions about FLEA (Flyable Electro-Mechanical Actuator) testbed data sets.

Amphibious Aircraft

Other, Arnab Chatterjee's Collection - 12 years, 4 months ago

Shared By: Arnab Chatterjee

A brief self composed research article on Amphibious Aircrafts discussing their use, origin and modern day applications along with their advantages and disadvantages over conventional ...

Beriev Cessna