NASA CIDU 2011 - Mountain View

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

produced by: NASA Ames Video and Graphics Branch

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.

Categories

Top » Computer Science » Machine Learning
Top » Environment
Top » Physics
Top » Computer Science » Data Mining


Opening
[syn] 2623 views, 07:06 Opening RemarksOpening Remarks Nitesh Chawla Nitesh Chawla
Keynote talk
[syn] 3591 views, 1:04:21 Keynote The Data Challenge in Climate ScienceThe Data Challenge in Climate Science Gavin Schmidt Gavin Schmidt
Tutorial
[syn] 11702 views, 1:58:01 Tutorial Introduction to Machine LearningIntroduction to Machine Learning Arindam Banerjee Arindam Banerjee 2 comments
Invited talks
[syn] 3867 views, 36:41 Invited talk Ontology, Verb Meaning and Semantic RolesOntology, Verb Meaning and Semantic Roles Fernando Gomez Fernando Gomez	[syn] 3060 views, 36:55 Invited talk Semantic Annotation of Complex Text Structures in Problem ReportsSemantic Annotation of Complex Text Structures in Problem Reports Jane Malin Jane Malin	[syn] 3697 views, 46:48 Invited talk Improving Air Traffic Operations through Data Analysis and ModelingImproving Air Traffic Operations through Data Analysis and Modeling Hamsa Balakrishnan Hamsa Balakrishnan	[syn] 3010 views, 51:41 Invited talk Earth Science Collaborative for Ecological ForecastingEarth Science Collaborative for Ecological Forecasting Ramakrishna Nemani Ramakrishna Nemani	[syn] 3147 views, 49:14 Invited talk A Comprehensive Model of All Astronomical Imaging Ever TakenA Comprehensive Model of All Astronomical Imaging Ever Taken David W. Hogg David W. Hogg
Panel
[syn] 3242 views, 1:36:14 Panel Emerging Issues in Data to Understanding to Knowledge Discovery in Earth, Space, and Aero SciencesEmerging Issues in Data to Understanding to Knowledge Discovery in ... Hamsa Balakrishnan, David W. Hogg, et al. Hamsa Balakrishnan, David W. Hogg, Vipin Kumar, Gavin Schmidt, Nitesh Chawla
Lectures
[syn] 3200 views, 20:55 A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous AlgorithmA Sustainable Approach for Demand Prediction in Smart Grids using ... Hillol Kargupta Hillol Kargupta	[syn] 3446 views, 19:34 Best Student Paper Award Data Guided Discovery of Dynamic Climate DipolesData Guided Discovery of Dynamic Climate Dipoles Jaya Kawale Jaya Kawale	[syn] 2475 views, 24:17 Towards an Automated Classification of Transient Events in Synoptic Sky SurveysTowards an Automated Classification of Transient Events in Synoptic Sky ... George Djorgovski George Djorgovski	[syn] 3677 views, 17:49 Pseudo-Label Generation for Multi-Label Text ClassificationPseudo-Label Generation for Multi-Label Text Classification Latifur Khan Latifur Khan	[syn] 3589 views, 20:36 A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future ProfilesA Stochastic Methodology for Prognostics Under Time-Varying Environmental Future Profiles Linkan Bian Linkan Bian
[syn] 3750 views, 22:04 Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate ModelingSmoothed Quantile Regression for Statistical Downscaling of Extreme Events in ... Zubin Abraham Zubin Abraham	[syn] 3531 views, 21:59 Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate ModelTime Series Reconstruction via Machine Learning: Revealing Decadal Variability and ... Dimitris Giannakis Dimitris Giannakis	[syn] 2830 views, 20:35 Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio TransientsSemi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio ... Kiri L. Wagstaff Kiri L. Wagstaff	[syn] 3572 views, 18:43 Statistical Inference Based on Distances Between Empirical Distributions with Applications to AIRS Level-3 DataStatistical Inference Based on Distances Between Empirical Distributions with Applications ... Tao Shi Tao Shi	[syn] 3494 views, 19:42 A Model-Free Time Series Segmentation Approach for Land Cover Change DetectionA Model-Free Time Series Segmentation Approach for Land Cover Change ... Ashish Garg Ashish Garg
[syn] 4085 views, 24:51 Topic Summarization for Large Text Data SetsTopic Summarization for Large Text Data Sets Laurent El Ghaoui Laurent El Ghaoui	[syn] 3547 views, 20:49 Incorporating Natural Variation into Time Series-Based Land Cover Change DetectionIncorporating Natural Variation into Time Series-Based Land Cover Change Detection Varun Mithal Varun Mithal	[syn] 2664 views, 17:45 Anomaly Construction in Climate Data: Issues and ChallengesAnomaly Construction in Climate Data: Issues and Challenges Jaya Kawale Jaya Kawale	[syn] 2640 views, 17:42 MiTexCube: MicroTextCluster Cube for Online Analysis of Text CellsMiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells Duo Zhang Duo Zhang	[syn] 3594 views, 25:18 On the Statistics and Predictability of Go-AroundsOn the Statistics and Predictability of Go-Arounds Maxime Gariel Maxime Gariel
[syn] 2936 views, 22:51 Sparse Inverse Gaussian Process Regression with Application to Climate Network DiscoverySparse Inverse Gaussian Process Regression with Application to Climate Network ... Kamalika Das Kamalika Das	[syn] 3098 views, 20:29 A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in ForestsA Novel Time Series Based Approach to Detect Gradual Vegetation ... Yashu Chamber Yashu Chamber	[syn] 2939 views, 18:01 A Machine Learning Approach for Probabilistic Drought ClassificationA Machine Learning Approach for Probabilistic Drought Classification Ganeshchandra Mallya Ganeshchandra Mallya
Summary
1706 views, 05:44 Closing RemarksClosing Remarks Ashok N. Srivastava Ashok N. Srivastava