About
The NASA Conference on Intelligent Data Understanding (CIDU) is application-oriented with a focus on Earth & Environmental Systems, Space Science, and Aerospace & Engineering Systems.
More information can be found at conference homepage.
Videos
Opening

Opening Remarks
Jun 27, 2012
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2643 views
Keynote talk

The Data Challenge in Climate Science
Jun 27, 2012
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3634 views
Tutorial

Introduction to Machine Learning
Jun 27, 2012
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11864 views
Invited talks

A Comprehensive Model of All Astronomical Imaging Ever Taken
Jun 27, 2012
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3179 views

Ontology, Verb Meaning and Semantic Roles
Jun 27, 2012
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3902 views

Improving Air Traffic Operations through Data Analysis and Modeling
Jun 27, 2012
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3714 views

Earth Science Collaborative for Ecological Forecasting
Jun 27, 2012
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3039 views

Semantic Annotation of Complex Text Structures in Problem Reports
Jun 27, 2012
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3086 views
Panel

Emerging Issues in Data to Understanding to Knowledge Discovery in Earth, Space,...
Jun 27, 2012
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3290 views
Lectures

On the Statistics and Predictability of Go-Arounds
Jun 27, 2012
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3629 views

A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future...
Jun 27, 2012
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3623 views

Sparse Inverse Gaussian Process Regression with Application to Climate Network D...
Jun 27, 2012
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2970 views

Statistical Inference Based on Distances Between Empirical Distributions with Ap...
Jun 27, 2012
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3599 views

Topic Summarization for Large Text Data Sets
Jun 27, 2012
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4108 views

MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells
Jun 27, 2012
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2657 views

Pseudo-Label Generation for Multi-Label Text Classification
Jun 27, 2012
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3709 views

Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to R...
Jun 27, 2012
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2854 views

Data Guided Discovery of Dynamic Climate Dipoles
Jun 27, 2012
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3465 views

Time Series Reconstruction via Machine Learning: Revealing Decadal Variability a...
Jun 27, 2012
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3568 views

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection
Jun 27, 2012
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3515 views

Incorporating Natural Variation into Time Series-Based Land Cover Change Detecti...
Jun 27, 2012
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3564 views

A Machine Learning Approach for Probabilistic Drought Classification
Jun 27, 2012
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2978 views

Towards an Automated Classification of Transient Events in Synoptic Sky Surveys
Jun 27, 2012
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2505 views

A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed ...
Jun 27, 2012
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3229 views

A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Fores...
Jun 27, 2012
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3111 views

Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Cl...
Jun 27, 2012
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3784 views

Anomaly Construction in Climate Data: Issues and Challenges
Jun 27, 2012
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2700 views
Summary

Closing Remarks
Jun 20, 2012
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1706 views