Favorite quote:

"If we knew what it was we were doing, it would not be called research, would it?" –Albert Einstein

Monday 18 January 2010

List of papers related to (MOD) moving object databases-Indexing, Mining, and Similarity Search.

1. 2009,EDBT,Continuous Probabilistic Nearest Neighbor Queries for uncertain trajectories.

2. 2009,EDBT,Fast Object Search on Road Networks.

3. 2009,SIGMOD,Continuous Obstructed Nearest Neighbor Queries.

4. 2009, ICDE, Temporal Outlier Detection in Vehicle Traffic Data.

5. 2009,EDBT,Processing Probabilistic Spatio-Temporal Range Queries  over Moving Objects with Uncertainty.

6. 2009,ACM, Similarity measures for trajectory of moving objects in cellular space.

7. 2009,EDBT,Tight results for clustering and summarizing data streams.

8. 2009,EDBT,Efficient Constraint Evaluation in Categorical Sequential  Pattern Mining for Trajectory Databases.

9. 2009,SSDBM,Finding Structural Similarity in Time Series Data Using Bag of Patterns Representation.

10. 2009,EDBT,Sequenced Spatio-Temporal Aggregation In Road Networks.

11. 2009,SSDBM,Probabilistic Similarity Search for Uncertain Time Series.

12. 2008,SSDM,Mining Temporal Association Patterns under a Similarity Constraint.

13. 2008, International Symposium on Algorithms and Computation , Detecting Commuting Patterns by Clustering Sub trajectories.

14. 2008,SIGMOD , Scalable Network Distance Browsing in Spatial Databases.

15. 2008,IEEE,Efficient Similarity Search over Future Stream Time Series.

16. 2008,IEEE, Bag of Segments for Motion Trajectory Analysis.

17. 2008,SSDM,Scalable Ubiquitous Data Access in Clustered Sensor Networks.

18. 2008,SSDM,Mining Temporal Association Patterns under a Similarity Constraint.

19. 2008,PODS, Approximation Algorithms for Clustering Uncertain Data.

20. 2008, SCI, Measuring Similarity Between Trajectories of Mobile Objects

21. 2007,SIGMOD,Adaptive Location Constraint Processing.

22. 2007,IEEE, Continuous Clustering of Moving Objects.

23. 2007,ICDE, Index-based Most Similar Trajectory Search.

24. 2007, SIGMOD , Trajectory Clustering A Partition and Group Framework.

25. 2007,TIME, Similarity Search in Trajectory Databases.

26. 2007,SIGMOD,An Efficient and Accurate Method for Evaluating Time Series Similarity.

27. 2007,MLDM,Mining Frequent Trajectories of Moving Objects for Location Prediction.

28. 2007, DASAFAA, Clustering Moving Objects in Spatial Networks.

29. 2007,MDM, Moppy – Mobile Object Position Prediction.

30. 2007,GI-Days, Trajectory Similarity of Moving Objects.

31. 2006,SSDM,Sampling Trajectory Streams with Spatiotemporal Criteria.

32. 2006,SSDM,An Extensible Infrastructure for Processing Distributed Geospatial Data Streams.

33. 2006,SSDM,Time Series Analysis Using the Concept of Adaptable Threshold Similarity.

34. 2006,ICDM, Discovery of Collocation Episodes in Spatiotemporal Data.

35. 2006,ICPR, Comparison of Similarity measures for Trajectory Clustering in Outdoor.

36. 2006,ACM,Global Distance Based Segmentation of Trajectories.

37. 2006,ACM, On Mining Moving Patterns for Object Tracking Sensor Networks.

38. 2006,ACM, Time-focused clustering of trajectories of moving objects.

39. 2006,IEEE, Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes.

40. 2006, Intelligent Control and Automation Book, Future Location Prediction of Moving Objects Based on Movement Rules.

41. 2005,ICIP, Similarity based vehicle trajectory clustering.

42. 2004,ACM,Clustering Objects on a Spatial Network.

43. 2004,IDEAS, Modeling, Storing and Mining Moving Object Databases.

44. 2004,KDD,Clustering Moving Objects.

45. 2004,KDD,Clustering Moving Objects on Spatial Network.

46. 2004,ICPR, Multi Feature Path Modeling for Video Surveillance.

47. 2004,ADC, Clustering Moving Objects for Spatio-temporal Selectivity Estimation.

48. 2004,Journal of Systems and Software Temporal moving pattern mining for location based service.

49. 2003,CIVR, Efficient Similar Trajectory- Based Retrieval For Moving Objects In Video Database.

50. 2003,VLDB, Indexing the Positions of Continuously Moving Objects.

51. 2002,ICDE, Discovering Similar Multidimensional Trajectories.

52. 2000,ACM, Indexing the Positions of Continuously Moving Objects.

1 comment:

  1. Wow, thanks for putting this together. I'm working on similar problems (learning from multivariate medical time series), and I found some papers I hadn't previously discovered in my previous literature searches.

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