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Journal articles
1.
Yuen, S., Tao, Y., Xiao, X., Pei, J., Zhang, D.
Superseding Nearest Neighbor Search on Uncertain
Spatial Databases.
To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE).
2.
Tao, Y., Chen, H., Xiao, X., Zhou, S., Zhang, D.
ANGEL: Enhancing the Utility of Generalization
for Privacy Preserving Publication.
To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE).
3.
Zhu, L., Tao, Y., Zhou,
S.
Distributed
Skyline Retrieval with Low Bandwidth Consumption.
To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE).
4.
Han, W., Kim, J., Lee, B., Tao,
Y., Rantzau, R., Markl, V.
Cost-based
Predictive Spatiotemporal Join.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
21(2): 220-233, 2009.
5.
Yiu, M., Mamoulis N., Dai, X., Tao,
Y., Vaitis, M.
Efficient
Evaluation of Probabilistic Advanced Spatial Queries on Existentially Uncertain
Data.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
21(1): 108-122, 2009.
6.
Tao, Y., Xiao, X.
Efficient Temporal Counting with Bounded Error.
Very Large Data Base Journal (VLDBJ), 17(5): 1271-1292, 2008.
7.
Tao, Y., Xiao, X.
Primal or Dual: Which Promises Faster
Spatiotemporal Search?
Very Large Data Base Journal (VLDBJ), 17(5): 1253-1270, 2008.
8.
Yiu, M., Tao, Y.,
Mamoulis, N.
The Bdual-Tree:
Indexing Moving Objects by Space-Filling Curves in the Dual Space.
Very Large Data Base Journal (VLDBJ), 17(3): 379-400, 2008.
9.
Tao, Y., Xiao, X., Cheng, R.
Range Search on Multidimensional Uncertain
Data.
ACM Transactions on Databases Systems (TODS), 32(3), 2007.
10.
Tao, Y., Papadias, D., Lian, X., Xiao, X.
Multi-dimensional
Reverse kNN Search.
Very Large Data Base Journal (VLDBJ), 16(3): 293-316, 2007.
11.
Tao, Y., Xiao, X., Pei, J.
Efficient Skyline and Top-k Retrieval in
Subspaces.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
19(8): 1072-1088, 2007.
12.
Tao, Y., Lian, X., Papadias, D., Hadjieleftheriou, M.
Random Sampling for Continuous Streams
with Arbitrary Updates.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
19(1): 96-110, 2007.
13.
Tao, Y., Hristidis, V., Papadias, D., Papakonstantinou, Y.
Branch-and-Bound
Processing of Ranked Queries.
Information Systems (IS), 32(3): 424-445, 2007.
14.
Zhao, K., Tao, Y., Zhou,
S.
Efficient top-k
processing in large-scaled distributed environments.
Data Knowledge Engineering (DKE), 63(2): 315-335, 2007.
15.
Towards Multidimensional
Subspace Skyline Analysis.
ACM Transactions on Databases Systems (TODS), 31(4): 1335-1381,
2006.
(This paper extends two VLDB papers done by two different groups.)
16.
Tao, Y., Yiu, M., Mamoulis, N.
Reverse Nearest Neighbor Search in
Metric Spaces.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
18(9): 1239-1252, 2006.
17.
Yiu, M., Papadias, D.,
Mamoulis, N., Tao, Y.
Reverse Nearest
Neighbors in Large Graphs.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 18(4):
540-553, 2006.
18.
Tao, Y., Papadias, D.
Maintaining Sliding Window Skylines on Data
Streams.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
18(2): 377-391, 2006.
19.
Sun, J., Tao, Y.,
Papadias, D., Kollios, G.
Spatio-Temporal
Join Selectivity.
Information Systems (IS), 31, 793-813, 2006.
20.
Tao, Y., Faloutsos, C., Papadias, D.
Spatial Query
Estimation without the Local Uniformity Assumption.
GeoInformatica, 10(3): 261-293, 2006.
21.
Mouratidis, K., Papadias, D.,
Bakiras, S., Tao, Y.
A
Threshold-based Algorithm for Continuous Monitoring of k Nearest Neighbors.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
17(11): 1451-1464, 2005.
22.
Papadias, D., Tao, Y.,
Kyriakos Mouratidis, Chun Kit Hui.
Aggregate
Nearest Neighbor Queries in Spatial Databases.
ACM Transactions on Databases Systems (TODS), 30(2), 529-576, 2005.
23.
Papadias, D., Tao, Y.,
Greg, F., Seeger, B.
Progressive
Skyline Computation in Database Systems.
ACM Transactions on Databases Systems (TODS), 30(1): 41-82, 2005.
(Best of SIGMOD 2003)
24.
Tao, Y., Papadias, D.
Historical
Spatio-Temporal Aggregation.
ACM Transactions on Information Systems (TOIS), 23(1), 61-102,
2005.
25.
Tao, Y., Papadias, D.
Range
Aggregate Processing in Spatial Databases.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
16(12): 1555-1570, 2004.
26.
Tao, Y., Zhang, J., Papadias, D., Mamoulis, N.
An Efficient
Cost Model for Optimization of Nearest Neighbor Search in Low and Medium
Dimensional Spaces.
IEEE Transactions on Knowledge and Data Engineering (TKDE). 16(10):
1169-1184, 2004.
27.
Tao, Y., Papadias, D.
Performance
Analysis of R*-Trees with Arbitrary Node Extents.
IEEE Transactions on Knowledge and Data Engineering (TKDE),
16(6): 653-668, 2004.
28.
Tao, Y., Sun, J., Papadias, D.
Analysis
of Predictive Spatio-Temporal Queries.
ACM Transactions on Databases Systems (TODS), 28(4): 295-336,
2003.
29.
Tao, Y., Papadias, D.
Spatial Queries
in Dynamic Environments.
ACM Transactions on Databases Systems (TODS), 28(2): 101-139,
2003.
30.
Tao, Y., Papadias, D., Zhang, J.
Cost Models for
Overlapping and Multi-Version Structures.
ACM Transactions on Databases Systems (TODS), 27(3): 299-342,
2002.
Full conference papers
1.
Xiao, X., Tao, Y., Chen, M.
Optimal Random Perturbation
at Multiple Privacy Levels.
To appear in the 35th Very Large Data Bases conference (VLDB),
2009.
2.
Tao, Y., Yi, K., Sheng, C., Kalnis, P.
Quality and
Efficiency in High-dimensional Nearest Neighbor Search.
To appear in ACM Conference on Management of Data (SIGMOD), 2009.
3.
Agarwal, P. K., Cheng, S. W., Tao, Y., Yi, K.
Indexing Uncertain Data.
To appear in the 28th ACM Symposium on
Principles of Database Systems (PODS),
2009.
4.
Tao, Y., Yu, X.
Finding
Frequent Co-occurring Terms in Relational Keyword Search.
Proceedings of the 12th conference on Extending Data Base Technology
(EDBT), pages 839-850, 2009.
5.
Wu, X., Tao, Y., Wong,
R., Ding, L., Yu, X.
Finding the
Influence Set through Skylines.
Proceedings of the 12th conference on Extending Data Base Technology
(EDBT), pages 1030-1041, 2009.
6.
Zhou, B., Han, Y.,
Continuous
Privacy Preserving Publishing of Data Streams.
Proceedings of the 12th conference on Extending Data Base Technology
(EDBT), pages 648-659, 2009.
7.
Tao, Y., Ding, L., Lin, X., Pei, J.
Distance-based Representative Skyline.
Proceedings of the 25th IEEE International Conference on Data Engineering
(ICDE), pages 892-903, 2009.
8.
Qin, L., Yu, X., Chang, L., Tao,
Y.
Querying
Communities in Relational Databases.
Proceedings of the 25th IEEE International Conference on Data Engineering
(ICDE), pages 724-735, 2009.
9.
Xiao, X., Tao, Y.
Output
Perturbation with Query Relaxation.
Proceedings of the 34th Very Large Data Bases conference (VLDB),
857-868, 2008.
10.
Xiao, X., Tao, Y.
Dynamic Anonymization: Accurate
Statistical Analysis with Privacy Preservation.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 107-120, 2008.
11.
Li, J., Tao, Y., Xiao,
X.
Preservation of Proximity Privacy in
Publishing Numerical Sensitive Data.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 437-486, 2008.
12.
Tao, Y., Xiao, X., Li, J., Zhang, D.
On Anti-Corruption Privacy Preserving
Publication.
Proceedings of the 24th IEEE
International Conference on Data Engineering (ICDE), pages 725-734,
2008.
13.
Ghinita, G., Tao, Y.,
Kalnis, P.
On the
Anonymization of Sparse High-Dimensional Data.
Proceedings of the 24th IEEE
International Conference on Data Engineering (ICDE), pages 715-724,
2008.
14.
Wong, R., Tao, Y., Fu,
A., Xiao, X.
On Efficient Spatial Matching.
Proceedings of the 33rd Very Large Data Bases conference (VLDB),
pages 579-590, 2007.
15.
Xiao, X., Tao, Y.
m-Invariance: Towards Privacy Preserving
Re-publication of Dynamic Datasets.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 689-700, 2007.
16.
Xiao, X., Tao, Y.
Anatomy: Simple and Effective Privacy Preservation.
Proceedings of the 32nd Very Large Data Bases conference (VLDB),
pages 139-150, 2006.
17.
Zhang, D., Du, Y., Xia, T., Tao,
Y.
Progressive
Computation of The Min-Dist Optimal-Location Query.
Proceedings of the 32nd Very Large Data Bases conference (VLDB),
pages 643-654, 2006.
18.
Tao, Y., Xiao, X., Zhou, S.
Mining Distance-based Outliers from Large Databases
in Any Metric Space.
Proceedings of the 12th ACM International Conference On Knowledge
Discovery and Data Mining (SIGKDD), pages, 394-403, 2006.
19.
Xiao, X., Tao, Y.
Personalized Privacy Preservation.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 229-240, 2006.
20.
Tao, Y., Xiao, X.,
SUBSKY: Efficient
Computation of Skylines in Subspaces.
Proceedings of the 22nd IEEE
International Conference on Data Engineering (ICDE), 2006.
Long
version
21.
Yiu, M., Mamoulis, N., Tao,
Y.
Efficient
Quantile Retrieval on Multi-Dimensional Data.
Proceedings of the 10th conference on Extending Data Base Technology (EDBT),
pages 167-185, 2006.
22.
Tao, Y., Cheng, R., Xiao, X., Ngai, W., Kao, B., Prabhakar, S.
Indexing
Multi-Dimensional Uncertain Data with Arbitrary Probability Density Functions.
Proceedings of the 31st Very
Large Data Bases conference (VLDB), pages 922-933, 2005.
Long version
23.
Pei, J., Jin, W., Ester, M., Tao,
Y.
Catching
the Best Views of Skyline: A Semantic Approach.
Proceedings of the 31st Very
Large Data Bases conference (VLDB), pages 253-264, 2005.
24.
Tao, Y., Yiu, M., Papadias, D., Hadjieleftheriou, M., Mamoulis,
RPJ: Producing
Fast Join Results on Streams through Rate-based Optimization.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 371-382, 2005.
25.
Tao, Y., Papadias, D., Zhai, J., Li, Q.
Venn Sampling: A
Novel Prediction Technique for Moving Objects.
Proceedings of the 21st IEEE International Conference on Data Engineering
(ICDE), pages 680-691, 2005.
26.
Tao, Y., Papadias, D., Lian, X.
Reverse kNN
Search in Arbitrary Dimensionality.
Proceedings of the 30th Very Large Data Bases conference (VLDB),
pages 744-755, 2004.
27.
Mamoulis, N., Cao, H., Kollios,
G., Hadjieleftheriou, M., Tao, Y., Cheung, D.
Mining, Indexing, and
Querying Historical Spatiotemporal Data.
Proceedings of the 10th ACM International Conference On Knowledge
Discovery and Data Mining (SIGKDD), pages 236-245, 2004.
28.
Tao, Y., Faloutsos, C., Papadias, D., Liu, B.
Prediction and
Indexing of Moving Objects with Unknown Motion Patterns.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 611-622, 2004.
29.
Tao, Y., Papadias, D., Faloutsos, C.
Approximate
Temporal Aggregation.
Proceedings of the 20th IEEE International Conference on Data Engineering
(ICDE), pages 190-201, 2004.
30.
Tao, Y., Kollios, G., Considine, J., Li, F., Papadias, D.
Spatio-Temporal
Aggregation Using Sketches.
Proceedings of the 20th IEEE International Conference on Data Engineering
(ICDE), pages 214-225, 2004.
31.
Papadias, D., Shen, Q., Tao,
Y., Mouratidis, K.
Group Nearest
Neighbor Queries.
Proceedings of the 20th IEEE International Conference on Data Engineering
(ICDE), pages 301-312, 2004.
32.
Sun, J., Papadias, D., Tao,
Y., Liu, B.
Querying about
the Past, the Present, and the Future in Spatio-Temporal Databases.
Proceedings of the 20th IEEE International Conference on Data Engineering
(ICDE), pages 202-213, 2004.
33.
Tao, Y., Papadias, D., Sun, J.
The
TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries.
Proceedings of the 29th Very Large Data Bases conference (VLDB),
pages 790-801, 2003.
34.
Papadias, D., Zhang, J.,
Mamoulis, N., Tao, Y.
Query
Processing in Spatial Network Databases.
Proceedings of the 29th Very Large Data Bases conference (VLDB),
pages 802-813, 2003.
35.
Papadias, D., Tao, Y.,
Fu, G., Seeger, B.
An
Optimal and Progressive Algorithm for Skyline Queries.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 443-454, 2003.
36.
Zhang, J., Zhu, M., Papadias,
D., Tao, Y., Lee, D.
Location-Based
Spatial Queries.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 467-478, 2003.
37.
Tao, Y., Sun, J., Papadias, D.
Selectivity
Estimation for Predictive Spatio-Temporal Queries.
Proceedings of the 19th IEEE International Conference on Data Engineering
(ICDE), pages 417-428, 2003.
38.
Tao, Y., Papadias, D., Shen, Q.
Continuous
Nearest Neighbor Search.
Proceedings of the 28th Very Large Data Bases conference (VLDB),
pages 287-298, 2002.
39.
Tao, Y., Papadias, D.
Adaptive
Index Structures.
Proceedings of the 28th Very Large Data Bases conference (VLDB),
pages 418-429, 2002.
40.
Tao, Y., Papadias, D.
Time-Parameterized
Queries in Spatio-Temporal Databases.
Proceedings of ACM Conference on Management of Data (SIGMOD),
pages 334-345, 2002.
41.
Tao, Y., Papadias, D., Zhang, J.
Aggregate
Processing of Planar Points.
Proceedings of the 8th conference on Extending Data Base Technology (EDBT),
pages 682-700, 2002.
42.
Tao, Y., Papadias, D., Zhang, J.
Cost Models for
Overlapping and Multi-Version B-trees.
Proceedings of 18th IEEE International Conference on Data Engineering (ICDE),
pages 191-200, 2002.
43.
Papadias, D., Tao, Y.,
Kalnis, P., Zhang, J.
Indexing
Spatio-Temporal Data Warehouses.
Proceedings of the 18th IEEE International Conference on Data Engineering
(ICDE), pages 166-175, 2002.
44.
Tao, Y., Papadias, D.
The
MV3R-Tree: A Spatio-Temporal Access Method for Timestamp and Interval Queries.
Proceedings of the 27th Very Large Data Bases conference (VLDB),
pages 431-440, 2001.