Abstract is missing.
- A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous AlgorithmRajarshi Mallik, Hillol Kargupta. 1-15 [doi]
- P-MATCH and QUBIT - Methods for Extracting Critical Information from Free Text Data for Systems Health ManagementAnne Kao, Steve Poteet, David Augustine. 16-29 [doi]
- Data Guided Discovery of Dynamic Climate DipolesJaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar. 30-44 [doi]
- Incorporating Natural Variation into Time Series-Based Land Cover Change DetectionVarun Mithal, Ashish Garg 0001, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster. 45-59 [doi]
- Pseudo-Label Generation for Multi-Label Text ClassificationMohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza. 60-75 [doi]
- On the Statistics and Predictability of Go-AroundsMaxime Gariel, Kevin Spieser, Emilio Frazzoli. 75-91 [doi]
- Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate ModelingZubin Abraham, Pang-Ning Tan, Fan Xin. 92-106 [doi]
- Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate ModelDimitrios Giannakis, Andrew J. Majda. 107-117 [doi]
- Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio TransientsDavid R. Thompson, Walid A. Majid, Kiri Wagstaff, Colorado Reed. 118-128 [doi]
- Statistical Inference Based on Distances Between Empirical Distributions with Applications to AIRSLevel-3 DataDunke Zhou, Tao Shi. 129-143 [doi]
- A Model-Free Time Series Segmentation Approach for Land Cover Change DetectionAshish Garg 0001, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster. 144-158 [doi]
- Sparse Machine Learning Methods for Understanding Large Text CorporaLaurent El Ghaoui, Guan-Cheng Li, Viet-An Duong, Vu Pham, Ashok N. Srivastava, Kanishka Bhaduri. 159-173 [doi]
- Towards an Automated Classification of Transient Events in Synoptic Sky SurveysS. George Djorgovski, Ciro Donalek, Ashish Mahabal, Baback Moghaddam, Mike Turmon, Matthew J. Graham, Andrew J. Drake, Nihar Sharma, Yutong Chen. 174-188 [doi]
- Anomaly Construction in Climate Data: Issues and ChallengesJaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael Steinbach, Vipin Kumar. 189-203 [doi]
- MiTexCube: MicroTextCluster Cube for Online Analysis of Text CellsDuo Zhang, ChengXiang Zhai, Jiawei Han. 204-218 [doi]
- A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future ProfilesLinkan Bian, Nagi Gebraeel. 219-231 [doi]
- Sparse Inverse Gaussian Process Regression with Application to Climate Network DiscoveryKamalika Das, Ashok N. Srivastava. 233-247 [doi]
- A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in ForestsYashu Chamber, Ashish Garg 0001, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah. 248-262 [doi]
- A Machine Learning Approach for Probabilistic Drough ClassificationGaneshchandra Mallya, Shivam Tripathi, Rao S. Govindaraju. 263-275 [doi]