NASA Conference on Intelligent Data Understanding (CIDU) 2011, Mountain View, CA

NASA Conference on Intelligent Data Understanding (CIDU) 2011, Mountain View, CA

27 Lectures · Oct 19, 2011

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.

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Uploaded videos:

Opening

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07:06

Opening Remarks

Nitesh Chawla

Jun 27, 2012

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2635 Views

Opening

Keynote talk

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01:04:21

The Data Challenge in Climate Science

Gavin Schmidt

Jun 27, 2012

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3612 Views

Keynote

Tutorial

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01:58:01

Introduction to Machine Learning

Arindam Banerjee

Jun 27, 2012

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11826 Views

Tutorial

Invited talks

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36:41

Ontology, Verb Meaning and Semantic Roles

Fernando Gomez

Jun 27, 2012

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3894 Views

Invited Talk
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36:55

Semantic Annotation of Complex Text Structures in Problem Reports

Jane Malin

Jun 27, 2012

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3077 Views

Invited Talk
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46:48

Improving Air Traffic Operations through Data Analysis and Modeling

Hamsa Balakrishnan

Jun 27, 2012

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3705 Views

Invited Talk
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51:41

Earth Science Collaborative for Ecological Forecasting

Ramakrishna Nemani

Jun 27, 2012

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3028 Views

Invited Talk
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49:14

A Comprehensive Model of All Astronomical Imaging Ever Taken

David W. Hogg

Jun 27, 2012

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3168 Views

Invited Talk

Panel

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01:36:14

Emerging Issues in Data to Understanding to Knowledge Discovery in Earth, Space,...

Vipin Kumar,

David W. Hogg,

Gavin Schmidt,

Hamsa Balakrishnan

Jun 27, 2012

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3273 Views

Panel

Lectures

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20:55

A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed ...

Hillol Kargupta

Jun 27, 2012

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3220 Views

Lecture
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19:34

Data Guided Discovery of Dynamic Climate Dipoles

Jaya Kawale

Jun 27, 2012

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3457 Views

Lecture
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24:17

Towards an Automated Classification of Transient Events in Synoptic Sky Surveys

George Djorgovski

Jun 27, 2012

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2494 Views

Lecture
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17:49

Pseudo-Label Generation for Multi-Label Text Classification

Latifur Khan

Jun 27, 2012

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3687 Views

Lecture
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20:36

A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future...

Linkan Bian

Jun 27, 2012

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3612 Views

Lecture
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22:04

Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Cl...

Zubin Abraham

Jun 27, 2012

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3771 Views

Lecture
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21:59

Time Series Reconstruction via Machine Learning: Revealing Decadal Variability a...

Dimitris Giannakis

Jun 27, 2012

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3553 Views

Lecture
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20:35

Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to R...

Kiri L. Wagstaff

Jun 27, 2012

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2838 Views

Lecture
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18:43

Statistical Inference Based on Distances Between Empirical Distributions with Ap...

Tao Shi

Jun 27, 2012

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3590 Views

Lecture
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19:42

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection

Ashish Garg

Jun 27, 2012

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3504 Views

Lecture
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24:51

Topic Summarization for Large Text Data Sets

Laurent El Ghaoui

Jun 27, 2012

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4097 Views

Lecture
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20:49

Incorporating Natural Variation into Time Series-Based Land Cover Change Detecti...

Varun Mithal

Jun 27, 2012

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3552 Views

Lecture
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17:45

Anomaly Construction in Climate Data: Issues and Challenges

Jaya Kawale

Jun 27, 2012

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2684 Views

Lecture
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17:42

MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells

Duo Zhang

Jun 27, 2012

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2648 Views

Lecture
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25:18

On the Statistics and Predictability of Go-Arounds

Maxime Gariel

Jun 27, 2012

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3612 Views

Lecture
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22:51

Sparse Inverse Gaussian Process Regression with Application to Climate Network D...

Kamalika Das

Jun 27, 2012

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2957 Views

Lecture
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20:29

A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Fores...

Yashu Chamber

Jun 27, 2012

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3103 Views

Lecture
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18:01

A Machine Learning Approach for Probabilistic Drought Classification

Ganeshchandra Mallya

Jun 27, 2012

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2969 Views

Lecture