4th International Workshop on Spatial and Spatio-Temporal Data Mining (SSTDM-09)
(In Conjunction with the IEEE International Conference on Data Mining (ICDM-09))
Miami, Florida, USA. December 06, 2009
http://www.ornl.gov/sci/knowledgediscovery/sstdm-09/

Moderators	Time	Duration (Mins)	Presentation
Session 1: 8:30 – 10:00	8:30 – 8:40	10	Opening Remarks: Prof. Shashi Shekhar and Prof. Peggy Agouris
	8:40 – 9:00	20	Arie Croitoru, "Deriving low-level steering behaviors from trajectory data"
	9:00 – 9:20	20	Shrikant Kashyap, Sujoy Roy, Mong Li Lee, and Wynne Hsu, "FARM : Feature-assisted Aggregate Route Mining in Trajectory Data"
	9:20 – 9:40	20	Dhaval Patel, Chidansh Bhatt, Wynne Hsu, Mong Li Lee, and Mohan S, "Analyzing Abnormal Events from Spatio-Temporal Trajectories"
	9:40 – 10:00	20	Cheng Chang and Bao-yao Zhou, "Multi-granularity Visualization of Trajectory Clusters using Sub-trajectory Clustering"
Break	10:00 – 10:30	25	Coffee Break
Session 2: 10:30 – 12:15	10:30 – 11:30	60	Joint Session with "Knowledge Discovery from Climate Data". Invited Speakers are: Ashok Srivastava, NASA Ames Research Center Sean Shadomy, U.S. Centers for Disease Control and Prevention
	11:30 – 11:50	20	Hyunjin Yoon and Cyrus Shahabi, "Accurate Discovery of Valid Convoys from Moving Object Trajectories"
	11:50 – 12:10	20	Mirco Nanni and Roberto Trasarti, "K-BestMatch reconstruction and comparison of trajectory data"
Break	12:10 – 2:00	01:50	Lunch
Session 3: 2:00 – 4:00	2:00 – 2:20	20	Anthony Stefanidis, Caixia Wang, Xu Lu, and Kevin M Curtin, "Multilayer Scene Similarity Assessment"
	2:20 – 2:40	20	Timothy Supinie, Amy McGovern, John Williams, and Jennifer Abernethy, "Spatiotemporal Relational Random Forests"
	2:40 – 3:00	20	Matthew Bodenhamer, Samuel Bleckley, Daniel Fennelly, Andrew Fagg, and Amy McGovern, "Spatio-Temporal Multi-Dimensional Relational Framework Trees"
	3:00 – 3:20	20	Guido Cervone, Pasquale Franzese, Anthony Stefanidis, and Peggy Agouris, "Spatiotemporal Modeling and Monitoring of Atmospheric Hazardous Emissions using Sensor Networks"
	3:20 – 4:10	50	Jason Bank, Olufemi Omitaomu, Steven Fernandez, and Yilu Liu, "A Data Mining Framework for Detecting Disruptive Events in High-Speed Frequency Data Streams" Zubin Abraham and Pang-Ning Tan, "A Semi-supervised Framework for Simultaneous Classification and Regression of Zero-Inflated Time Series Data with Application to Precipitation Prediction" Surya Durbha, Roger King, Santhosh Amanchi, Shruthi Bheemireddy, and Nicolas Younan, "Information Services and Middleware for the Coastal Sensor Web" Lamia Fattouh Ibrahim, Weam M. Minshawi, Isra yosef Ekkab, Nehal Mahmoud. AL-Jurf., Afnan Salem Babrahim, and Samar Faisl Al-halees, "Enhancing the DBSCAN and Agglomerative Clustering Algorithms to Solve Network Planning Problem" Thomas Liebig, Christine Körner, and Michael May, "Fast Visual Trajectory Analysis using Spatial Bayesian Networks"
Break	4:00 – 4:30	30	Coffee Break
Session 4: 4:30 – 5:30	4:30 – 4:50	20	Goo Jun, Ranga Raju Vatsavai, and Joydeep Ghosh, "Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes"
	4:50 – 5:10	20	Diansheng Guo, "Greedy Optimization for Contiguity-Constrained Hierarchical Clustering"
	5:10 – 5:50	40	Panel
	5:50 –	10	Closing Remarks