DISTRIBUTED ANOMALY DETECTION USING SATELLITE DATA FROM MULTIPLE MODALITIES

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

DISTRIBUTED ANOMALY DETECTION USING SATELLITE DATA FROM MULTIPLE MODALITIES KANISHKA BHADURI, KAMALIKA DAS, AND PETR VOTAVA Abstract. There has been a tremendous increase in the ...

OPTIMAL PARTITIONS OF DATA IN HIGHER DIMENSIONS

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

OPTIMAL PARTITIONS OF DATA IN HIGHER DIMENSIONS BRADLEY W. JACKSON, JEFFREY D. SCARGLE, AND CHRIS CUSANZA, DAVID BARNES, DENNIS KANYGIN, RUSSELL SARMIENTO, SOWMYA SUBRAMANIAM, TZU-WANG ...

ANALYZING AVIATION SAFETY REPORTS: FROM TOPIC MODELING TO SCALABLE MULTI-LABEL CLASSIFICATION

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

ANALYZING AVIATION SAFETY REPORTS: FROM TOPIC MODELING TO SCALABLE MULTI-LABEL CLASSIFICATION AMRUDIN AGOVIC, HANHUAI SHAN, AND ARINDAM BANERJEE* Abstract. The Aviation Safety Reporting System (ASRS) ...

SCALABLE TIME SERIES CHANGE DETECTION FOR BIOMASS MONITORING USING GAUSSIAN PROCESS

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

SCALABLE TIME SERIES CHANGE DETECTION FOR BIOMASS MONITORING USING GAUSSIAN PROCESS VARUN CHANDOLA AND RANGA RAJU VATSAVAI Abstract. Biomass monitoring, specifically, detecting changes in the ...

Classification of Mars Terrain Using Multiple Data Sources

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

Classification of Mars Terrain Using Multiple Data Sources Alan Kraut1, David Wettergreen1 ABSTRACT. Images of Mars are being collected faster than they can be analyzed ...

IMPROVING CAUSE DETECTION SYSTEMS WITH ACTIVE LEARNING

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

IMPROVING CAUSE DETECTION SYSTEMS WITH ACTIVE LEARNING ISAAC PERSING AND VINCENT NG Abstract. Active learning has been successfully applied to many natural language processing tasks ...

SPATIALLY ADAPTIVE SEMI-SUPERVISED LEARNING WITH GAUSSIAN PROCESSES FOR HYPERSPECTRAL DATA ANALYSIS

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

SPATIALLY ADAPTIVE SEMI-SUPERVISED LEARNING WITH GAUSSIAN PROCESSES FOR HYPERSPECTRAL DATA ANALYSIS GOO JUN * AND JOYDEEP GHOSH* Abstract. A semi-supervised learning algorithm for the classification ...

COMPLEX NETWORKS IN CLIMATE SCIENCE: PROGRESS, OPPORTUNITIES AND CHALLENGES

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

COMPLEX NETWORKS IN CLIMATE SCIENCE: PROGRESS, OPPORTUNITIES AND CHALLENGES KARSTEN STEINHAEUSER, NITESH V. CHAWLA, AND AUROOP R. GANGULY Abstract. Networks have been used to describe ...

TRACKING CLIMATE MODELS

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

CLAIRE MONTELEONI, GAVIN SCHMIDT, AND SHAILESH SAROHA Climate models are complex mathematical models designed by meteorologists, geophysicists, and climate scientists to simulate and predict climate. ...

CIDU Agenda Book

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 10 months ago

Shared By: Elizabeth Foughty

Abstract and Agenda book for CIDU 2010.

CIDU Proceedings

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 15 years, 9 months ago

Shared By: Elizabeth Foughty

Multiple Kernel Learning for Heterogeneous Anomaly Detection: Algorithm and Aviation Safety Case Study

A Publication, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 15 years, 10 months ago

Shared By: Bryan Matthews

The world-wide aviation system is one of the most complex dynamical systems ever developed and is generating data at an extremely rapid rate. Most modern ...

MKAD Synthetic Data

A Dataset, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD) - 15 years, 10 months ago

Shared By: Bryan Matthews

Synthetic data used to demonstrate the effectiveness of the MKAD algorithm with respect to detecting anomalies in both the continuous numerical data and binary discrete ...