DISTRIBUTED ANOMALY DETECTION USING SATELLITE DATA FROM MULTIPLE MODALITIES

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 14 years, 5 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) - 14 years, 5 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) - 14 years, 5 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) - 14 years, 5 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) - 14 years, 5 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) - 14 years, 4 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) - 14 years, 4 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) - 14 years, 4 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) - 14 years, 5 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) - 14 years, 5 months ago

Shared By: Elizabeth Foughty

Abstract and Agenda book for CIDU 2010.

CIDU Proceedings

A Publication, Conference on Intelligent Data Understanding 2010 (CIDU) - 14 years, 5 months ago

Shared By: Elizabeth Foughty

A Local Asynchronous Distributed Privacy Preserving Feature Selection Algorithm for Large Peer-to-Peer Networks

A Publication, Kanishka Bhaduri's Collection - 14 years, 4 months ago

Shared By: Kanishka Bhaduri

In this paper we develop a local distributed privacy preserving algorithm for feature selection in a large peer-to-peer environment. Feature selection is often used in ...

Bayesian Separation of Non-Stationary Mixtures of Dependent Gaus

A Publication, Deniz Gencaga's Collection - 13 years, 9 months ago

Shared By: Deniz Gencaga

In this work, we propose a novel approach to perform Dependent Component Analysis (DCA). DCA can be thought as the separation of latent, dependent sources ...

Estimation of Time-Varying Autoregressive Symmetric Alpha Stable

A Publication, Deniz Gencaga's Collection - 14 years, 4 months ago

Shared By: Deniz Gencaga

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 various ...