PUBLICATIONS
Books
- N. Mamoulis, "Spatial Data Management,"
Morgan & Claypool Publishers, 2011.
Refereed Journal Articles
-
P. Bouros and N. Mamoulis,
"A Forward Scan based Plane Sweep Algorithm
for Parallel Interval Joins,"
Proceedings of the VLDB Endowment (PVLDB), to appear.
-
W. Tu,,
D. W. Chueng,
N. Mamoulis,
M. Yang, and
Z. Lu,
"Activity Recommendation with Partners,"
ACM Transactions on the Web (TWEB), to appear.
-
S. Qi, P. Bouros, D. Sacharidis, and N. Mamoulis,
"Snapshot and Continuous Points-based
Trajectory Search," Geoinformatica, to appear.
-
W. Tu, D. W. Cheung, and N. Mamoulis:
"More focus on what you care about: Personalized top reviews set,"
Neurocomputing (issue on Recent Advances in Semantic Computing and Personalization), 254: 3-12, September 2017
-
Z. Lu, H. Wang, N. Mamoulis, W. Tu, and D. W. Cheung,
"Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity,"
Geoinformatica, 21(3): 459-484, July 2017
-
M. Terrovitis, G. Poulis, N. Mamoulis, and S. Skiadopoulos, "Local Suppression
and Splitting Techniques for Privacy Preserving Publication of Trajectories,"
IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 29(7): 1466-1479, July 2017.
-
G. J. Fakas, Z. Cai, and N. Mamoulis,
"Diverse and proportional size-l object summaries using pairwise relevance," The VLDB Journal, to appear.
-
P. Bouros, N. Mamoulis, S. Ge, and M. Terrovitis,
"Set Containment Join Revisited,"
Knowledge and Information Systems (KAIS), 49(1): 375-402, October 2016.
-
R. Harbi, I. Abdelaziz, P. Kalnis, N. Mamoulis, Y. Ebrahim, and M. Sahli,
"Accelerating SPARQL Queries by Exploiting Hash-based Locality and Adaptive Partitioning,"
the VLDB Journal,
25(3): 355-380, June 2016.
-
S. Qi, D. Wu, and N. Mamoulis, "Location Aware Keyword Query Suggestion
Based on Document Proximity,"
IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 28(1): 82-97, January 2016.
-
J. Shi, D. Wu, and N. Mamoulis, "Textually Relevant Spatial Skylines," IEEE
Transactions on Knowledge and Data
Engineering (TKDE),
28(1): 224-237, January 2016.
-
Y. Cai, Y. Tang, and N. Mamoulis, "Maximizing a Record's Standing in a Relation," IEEE
Transactions on Knowledge and Data
Engineering (TKDE),
27(9): 2401-2414, September 2015.
-
Y. Tang, Y. Cai, and N. Mamoulis,
"Scaling Similarity Joins over Tree-Structured Data,"
Proceedings of the VLDB Endowment (PVLDB), 8(11): 1130-1141, 2015.
-
J. Li, J. R. Thomsen, M. L. Yiu, and N. Mamoulis, "Efficient Notification
of Meeting Points for Moving Groups via Independent Safe Regions," IEEE
Transactions on Knowledge and Data
Engineering (TKDE),
27(7): 1767-1781, July 2015.
-
K. Mouratidis, J. Li, Y. Tang, and N. Mamoulis, "Joint Search by Social and Spatial Proximity," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 27(3): 781-793, March 2015.
-
S. Ge,
L. H. U,
N. Mamoulis, and
D. W. L. Cheung,
"Dominance relationship analysis with budget constraints,"
Knowledge and Information Systems (KAIS), 42(2): 409-440, Springer, February 2015.
-
J. Liagouris, N. Mamoulis, P. Bouros, and M. Terrovitis,
"An Effective Encoding Scheme for Spatial RDF Data,"
Proceedings of the VLDB Endowment (PVLDB), 7(12):1271-1282, 2014.
-
G. J. Fakas, Z. Cai, and N. Mamoulis, "Versatile Size-l Object Summaries for Relational Keyword Search," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 26(4): 1026-1038, April 2014.
- H. Wang, Y. Cai, Y. Yang, S. Zhang, and N. Mamoulis, "Durable Queries over Historical Time Series Data," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 26(3): 595-607, March 2014.
-
A. W. Yu, N. Mamoulis, and H. Su,
"Reverse Top-k Search using Random Walk with Restart,"
Proceedings of the VLDB Endowment (PVLDB), 7(5): 401-412, January 2014.
-
R. Sherkat, J. Li, and N. Mamoulis,
"Efficient Timestamped Event Sequence Anonymization,"
ACM Transactions on the Web (TWEB), 8(1), 53 pages, December 2013.
-
Y. Tang, L. H. U, Y. Cai, N. Mamoulis, and R. Cheng,
"Earth Mover's Distance based Similarity Search at Scale,"
Proceedings of the VLDB Endowment (PVLDB), 7(4): 313-324, December 2013.
-
J. Niedermayer, A. Zuefle, T. Emrich, M. Renz, N. Mamoulis, L. Chen, and H-P. Kriegel,
"Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories,"
Proceedings of the VLDB Endowment (PVLDB), 7(3): 205-216, November 2013.
- T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, and A. Zuefle,
"Spatial inverse query processing," Geoinformatica 17(3): 449-487, Springer, July 2013.
- Y. Zhang, W. K. Wong, S.M. Yiu, N. Mamoulis, and D. W. Cheung,
"Lightweight Privacy-Preserving Peer-to-Peer Data Integration,"
Proceedings of the VLDB Endowment (PVLDB), 6(3): 157-168, January 2013.
- G. Chatzimilioudis, A. Cuzzocrea, D. Gunopulos, and N. Mamoulis,
"A novel distributed framework for optimizing query routing trees
in wireless sensor networks via optimal operator placement,"
Journal of Computer and System Sciences (JCSS), 79(3):
349-368, Elsevier, May 2013.
- S. Ge, L. H. U, N. Mamoulis, and D. W. Cheung, "Efficient All Top-k Computation:
A unified solution for all top-k, reverse top-k and top-m influential queries," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 25(5): 1015-1027, May 2013.
- J. Li, Y. Yang, and N. Mamoulis, "Optimal Route Queries with Arbitrary Order Constraints," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), , 25(5): 1097-1110, May 2013.
- P. Bouros, S. Ge, and N. Mamoulis, "Spatio-Textual
Similarity Joins," Proceedings of the VLDB Endowment (PVLDB), 6(1): 1-12, November 2012.
- M. Terrovitis, J. Liagouris, N. Mamoulis, and S. Skiadopoulos, "Privacy Preservation by Disassociation,"
Proceedings of the VLDB Endowment (PVLDB), 5(10):944-955,
June 2012.
-
G. J. Fakas, Z. Cai, and N. Mamoulis, "Size-l Object Summaries for Relational Keyword Search,"
Proceedings of the VLDB Endowment (PVLDB), 5(3): 229-240, November 2011.
- M. L. Yiu, H. Lu, N. Mamoulis, and M. Vaitis, "Ranking Spatial Data by Quality Preferences," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 23(3): 433-446, March 2011.
-
M. Terrovitis, N. Mamoulis, and P. Kalnis, "Local and Global Recoding Methods for Anonymizing
Set-valued Data," the VLDB Journal,
20(1): 83-106, Springer, February 2011.
- S. Zhang, N. Mamoulis, D. W. Cheung, and B. Kao,
"Efficient Skyline Evaluation
over Partially Ordered
Domains,"
Proceedings of the VLDB Endowment (PVLDB), 3(1): 1348-1357, September 2010.
- S. Bedathur, K. Berberich, J. Dittrich, N. Mamoulis, and G. Weikum,
"Interesting-Phrase Mining for
Ad-Hoc Text Analytics,"
Proceedings of the VLDB Endowment (PVLDB), 3(1): 1255-1266, September 2010.
- T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, and A. Zuefle, "Scalable Probabilistic Similarity Ranking in
Uncertain Databases," IEEE
Transactions on Knowledge and Data
Engineering (TKDE), 22(9): 1234-1246, September 2010.
-
L. H. U, K. Mouratidis, M. L. Yiu, and N. Mamoulis, "Optimal
Matching between Spatial Datasets under Capacity Constraints,"
ACM Transactions on Database Systems (TODS), 35(2), 44 pages, April
2010.
-
L. H. U, K. Mouratidis, and N. Mamoulis, "Continuous
Spatial Assignment of Moving Users," the VLDB Journal,
19(2): 141-160, Springer, April 2010.
- L. H. U, N. Mamoulis, and K. Mouratidis, "A Fair Assignment Algorithm for Multiple Preference Queries,"
Proceedings of the VLDB Endowment (PVLDB),
2(1): 1054-1065, August 2009.
- W. K. Wong,
D. W. Cheung, E. Hung, B. Kao, and N. Mamoulis, "An Audit Environment
for Outsourcing of Frequent Itemset Mining,"
Proceedings of the VLDB Endowment (
PVLDB), 2(1): 1162-1172,
August 2009.
- G. Ghinita, P. Karras, P. Kalnis, and N. Mamoulis, "A Framework for
Efficient Data Anonymization under Privacy and Accuracy Constraints,"ACM Transactions on Database Systems (TODS), 34(2): 47 pages, June 2009.
- M. L.
Yiu and N. Mamoulis, "Multi-Dimensional
Top-k Dominating Queries," the VLDB Journal, 18(3): 695-718, Springer, June 2009.
- M. L.
Yiu, N. Mamoulis, and S. Bakiras, "Retrieval of Spatial Join
Pattern Instances from Sensor Networks," Geoinformatica,
13(1):57-84, Springer, March 2009.
- M. L.
Yiu, N. Mamoulis, X. Dai, Y. Tao, and M. Vaitis, "Efficient Evaluation of Probabilistic Advanced
Spatial Queries on Existentially Uncertain Data," IEEE
Transactions on Knowledge and Data Engineering (TKDE), 21(1):
108-122, January 2009.
- L. H.
U, N. Mamoulis, and M. L. Yiu, "Computation
and Monitoring of Exclusive Closest Pairs," IEEE Transactions
on Knowledge and Data Engineering (TKDE), 20(12): 1641-1654,
December 2008.
- M. Terrovitis, N. Mamoulis, and P. Kalnis, "Privacy-preserving Anonymization of Set-valued Data,"
Proceedings of the VLDB Endowment (PVLDB),
1(1): 115-125, August 2008.
- P.
Karras and N. Mamoulis, "Hierarchical Synopses with
Optimal Error Guarantees," ACM Transactions on Database Systems (TODS), 33:3,
August 2008
- M. L.
Yiu, N. Mamoulis, and V. Hristidis, "Extracting
k most important groups from data efficiently," Data &
Knowledge Engineering (DKE), 66(2): 289-310, Elsevier, August 2008.
- M. L.
Yiu, Y. Tao, and N. Mamoulis, "The Bdual-Tree:
Indexing Moving Objects by Space-Filling Curves in the Dual Space," the VLDB Journal, 17(3): 379-400, Springer, May 2008.
- N.
Mamoulis, M. L. Yiu, K. H. Cheng, D. W. Cheung, "Efficient Top-k Aggregation of Ranked Inputs," ACM Transactions on Database Systems (TODS), 32(3), August
2007.
- H.
Cao, N. Mamoulis, and D. W. Cheung, "Discovery
of Periodic Patterns in Spatiotemporal Sequences," IEEE
Transactions on Knowledge and Data Engineering (TKDE), 19(4):
453-467, April 2007.
- M. L.
Yiu and N. Mamoulis, "Reverse Nearest Neighbors
Search in Ad-hoc Subspaces," IEEE Transactions on Knowledge
and Data Engineering (TKDE), 19(3): 412-426, March 2007.
- Y.
Tao, M. L. Yiu, and N. Mamoulis, "Reverse
Nearest Neighbor Search in Metric Spaces," IEEE Transactions
on Knowledge and Data Engineering (TKDE), 18(9): 1239-1252,
September 2006.
- M. L.
Yiu, D. Papadias, N. Mamoulis, and Y. Tao, "Reverse
Nearest Neighbors in Large Graphs," IEEE Transactions on
Knowledge and Data Engineering (TKDE), 18(4): 540-553, April
2006.
- W.
Lian, N. Mamoulis, D. W. Cheung, and S.M. Yiu, "Indexing
Useful Structural Patterns for XML
Query Processing," IEEE Transactions on Knowledge and
Data Engineering (TKDE), 17(7): 997-1009, July 2005.
- M. L.
Yiu, N. Mamoulis, and D. Papadias, "Aggregate Nearest Neighbor Queries in Road
Networks," IEEE Transactions on Knowledge and Data Engineering (TKDE),
17(6): 820-833, June 2005.
- Y.
Shou, N. Mamoulis, and D. W. Cheung, "Fast
and exact warping of time series using adaptive segmental approximations," Machine Learning, 58(2-3): 231-267, Kluwer Academic
Publishers, February 2005.
- M. L.
Yiu and N. Mamoulis, "Iterative Projected
Clustering by Subspace Mining," IEEE Transactions on Knowledge
and Data Engineering (TKDE), 17(2): 176-189, February 2005.
- N.
Mamoulis, D. Papadias, and D. Arkoumanis, "Complex
Spatial Query Processing," Geoinformatica, 8(4):
311-346, Kluwer Academic Publishers, December 2004.
- Y.
Tao, J. Zhang, D. Papadias, and N. Mamoulis, "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, October 2004.
- W.
Lian, D. W. Cheung, N. Mamoulis, and S.M. Yiu, "An Efficient and
Scalable Algorithm for Clustering XML Documents by Structure," IEEE
Transactions on Knowledge and Data Engineering (TKDE), 16(1):
82-96, January 2004.
- N.
Mamoulis and D. Papadias, "Slot Index
Spatial Join," IEEE Transactions on Knowledge and Data
Engineering (TKDE), 15(1): 211-231, January/February 2003.
- P.
Kalnis, N. Mamoulis, and D. Papadias, "View Selection Using
Randomized Search," Data & Knowledge Engineering (DKE),
42(1): 89-111, Elsevier, June 2002.
- N.
Mamoulis and D. Papadias, "Multiway Spatial Joins," ACM Transactions on
Database Systems (TODS), 26(4): 424-475, ACM Press, December
2001.
- D. Papadias,
N. Mamoulis, and Y. Theodoridis, "Constraint-based Processing of
Multiway Spatial Joins," Algorithmica, 30(2): 188-215,
Springer, February 2001.
- D. Papadias,
N. Mamoulis, and V. Delis, "Approximate spatio-temporal
retrieval," ACM Transactions on Information Systems (TOIS),
19(1): 53-96, ACM Press, January 2001.
Refereed
Conference Proceedings
-
Y. Qian, Z. Lu, N. Mamoulis, and D. W. Cheung,
"P-LAG: Location-aware Group Recommendation for Passive Users,"
Proceedings of the 15th International
Symposium on Spatial and Temporal Databases (SSTD),
Arlington VA, August 2017.
-
Z. Huang and N. Mamoulis,
"Location-Aware Query Recommendation for Search Engines at Scale,"
Proceedings of the 15th International
Symposium on Spatial and Temporal Databases (SSTD),
Arlington VA, August 2017.
-
H. Li, T. N. Chan, M. L. Yiu, and N. Mamoulis,
"
FEXIPRO: Fast and Exact Inner Product Retrieval in Recommender Systems,"
Proceedings of the ACM Conference on
Management of Data (SIGMOD),
Chicago, IL, May 2017.
-
Z. Lu, H. Li, N. Mamoulis, and D. W. Cheung,
"HBGG: a Hierarchical Bayesian Geographical Model for Group Recommendation,"
Proceedings of the
SIAM International Conference on Data Mining
(SDM),
Houston, TX, April 2017.
-
M. Meimaris, G. Papastefanatos, N. Mamoulis, and I. Anagnostopoulos,
"Extended Characteristic Sets: Graph Indexing for SPARQL Query Optimization,"
Proceedings of the
33th International Conference on Data Engineering
(ICDE),
San Diego, CA, April 2017.
-
D. Serbos, S. Qi, N. Mamoulis, E. Pitoura, and P. Tsaparas,
"Fairness in Package-to-Group Recommendations,"
Proceedings of the
26th International World Wide Web Conference
(WWW),
Perth, Australia, April 2017.
-
Y. Qian, H. Li, N. Mamoulis, Y. Liu, and D. W. Cheung,
"Reverse k-Ranks Queries on Large Graphs,"
Proceedings of the
20th International Conference on Extending Database Technology
(EDBT),
Venice, Italy, March 2017.
-
C. Doulkeridis, A. Vlachou, D. Mpestas, and N. Mamoulis,
"Parallel and Distributed Processing of Spatial Preference Queries using Keywords,"
Proceedings of the
20th International Conference on Extending Database Technology
(EDBT),
Venice, Italy, March 2017.
-
S. Qi, N. Mamoulis, E. Pitoura, and P. Tsaparas,
"Recommending Packages to Groups,"
Proceedings of the
IEEE International Conference on Data Mining (ICDM),
Barcelona, Spain, December 2016.
-
Z. Huang, Y. Zheng, R. Cheng, Y. Sun, N. Mamoulis, and Xiang Li,
"Meta Structure: Computing Relevance in Large Heterogeneous Information Networks,"
Proceedings of the
22th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD),
pp. 1595-1604, San Francisco, California, August 2016.
-
W. Tu, D. W.-L. Cheung, N. Mamoulis, M. Yang, and Z. Lu,
"Investment Recommendation using Investor Opinions in Social Media,"
Proceedings of the
39th Annual ACM SIGIR Conference (SIGIR),
pp. 881-884, Pisa, Italy, July 2016 (short paper).
-
Z. Lu, N. Mamoulis, E. Pitoura, and P. Tsaparas,
"Sentiment-Based Topic Suggestion for Micro-Reviews,"
Proceedings of the
10th International AAAI Conference on Web and Social Media (ICWSM),
pp. 231-240, Cologne, Germany, May 2016.
-
J. Shi, D. Wu, and N. Mamoulis
"Top-k Relevant Semantic Place Retrieval on Spatial RDF
Data,"
Proceedings of the ACM Conference on
Management of Data (SIGMOD),
pp. 1977-1990, San Francisco, CA, June 2016.
-
W. Tu, D. W.-L. Cheung, N. Mamoulis, M. Yang, and Z. Lu
"
Real-time Detection and Sorting of News on Microblogging Platforms,"
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation
(PACLIC),
Shanghai, China, October 2015.
-
H. Li, D. Wu, W. Tang, and N. Mamoulis, "Overlapping
Community Regularization for Rating Prediction in Social Recommender Systems,"
Proceedings of the
9th ACM Conference on Recommender Systems (RecSys), pp. 27-34, Vienna, Austria, September 2015.
-
S. Qi, P. Bouros, D. Sacharidis, and N. Mamoulis, "Efficient
Point-based Trajectory Search," Proceedings of the 14th International
Symposium on Spatial and Temporal Databases (SSTD), best paper award, pp. 179-196, Hong Kong, August 2015.
-
N. M. Kou, L. H. U, N. Mamoulis, and Z. Gong,
"Weighted Coverage based Reviewer Assignment,"
Proceedings of the ACM Conference on
Management of Data (SIGMOD), pp. 2031-2046,
Melbourne, Australia, June 2015.
-
G. J. Fakas, Z. Cai, and N. Mamoulis,
"Diverse and Proportional Size-l Object Summaries for Keyword Search,"
Proceedings of the ACM Conference on
Management of Data (SIGMOD), pp. 363-375,
Melbourne, Australia, June 2015.
-
W. Tu, D. Cheung, N. Mamoulis, M. Yang, and Z. Lu,
"Activity-Partner Recommendation,"
Proceedings of the 19th Pacific-Asia
Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 591-604,
Ho Chi Minh City, Vietnam, May 2015.
-
W. Tu, D. Cheung, and N. Mamoulis,
"Time-Sensitive Opinion Mining for Prediction,"
Proceedings of the 29th National
Conference on Artificial Intelligence (AAAI), pp. 4214-4215,
Austin, TX, January 2015 (short paper).
-
W. Tu, D. Cheung, and N. Mamoulis,
"Improving Microblog Retrieval from Exterior Corpus
by Automatically Constructing a Microblogging Corpus,"
Proceedings of the 29th National
Conference on Artificial Intelligence (AAAI), pp. 4212-4213,
Austin, TX, January 2015 (short paper).
-
A. Zuefle, T. Emrich, K. A. Schmid, N. Mamoulis, A. Zimek, and M. Renz,
"Representative Clustering of Uncertain Data,"
Proceedings of the
20th ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD),
pp. 243-252, New York, NY, August 2014.
-
Z. Lu, N. Mamoulis, and D. W. Cheung,
"A Collective Topic model for Milestone Paper Discovery,"
Proceedings of the
37th Annual ACM SIGIR Conference (SIGIR),
pp. 1019-1022, Gold Coast, Australia, July 2014 (short paper).
-
H. Li, D. Wu, and N. Mamoulis,
"A Revisit to Social Network-Based Recommender Systems,"
Proceedings of the
37th Annual ACM SIGIR Conference (SIGIR),
pp. 1239-1242, Gold Coast, Australia, July 2014 (short paper).
-
J. Shi, N. Mamoulis, D. Wu, and D. W. Cheung,
"Density-based Place Clustering in Geo-Social Networks,"
Proceedings of the ACM Conference on
Management of Data (SIGMOD),
pp. 99-110, Snowbird, UT, June 2014.
-
T. Emrich, M. Franzke, N. Mamoulis, M. Renz, and A. Zuefle,
"Geo-Social Skyline Queries,"
Proceedings of the 19th International
Conference on Database Systems for Advanced Applications (DASFAA), pp. 77-91, Bali, Indonesia,
April 2014.
-
T. Emrich, H.-P. Kriegel, N. Mamoulis, J. Niedermayer, M. Renz, and A. Zuefle,
"Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories,"
Proceedings of the 19th International
Conference on Database Systems for Advanced Applications (DASFAA), pp. 92-107, Bali, Indonesia,
April 2014.
-
H. Wang, M. Terrovitis, and N. Mamoulis,
"Location Recommendation in Location-based Social Networks using User Check-in Data,"
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
(GIS), pp. 364-373, Orlando, FL, November 2013.
-
S. Qi, P. Bouros, and N. Mamoulis,
"Efficient Top-k Spatial Distance Joins," Proceedings of the 13th International Symposium on Spatial and Temporal Databases
(SSTD), pp. 1-18, Munich, Germany, August 2013.
-
J. Li, M. L. Yiu, and N. Mamoulis,
"Efficient Notification of Meeting Points for
Moving Groups via Independent Safe Regions,"Proceedings of the 29th
International Conference on Data Engineering
(ICDE), pp. 422-433, Brisbane, Australia, April 2013.
-
P. Zhang, R. Cheng, N. Mamoulis, M. Renz, A. Zuefle, Y. Tang, and T. Emrich,
"Voronoi-based Nearest Neighbor Search
for Multi-Dimensional Uncertain Databases,"Proceedings of the 29th
International Conference on Data Engineering
(ICDE), pp. 158-169, Brisbane, Australia, April 2013.
-
Y. Zhang, C. J. Xue, D. S. Wong, N. Mamoulis, and S. M. Yiu,
"Acceleration
of Composite Order Bilinear Pairing
on Graphics Hardware," Proceedings of the
14th International Conference on
Information and Communications Security (ICICS), pp. 341-348, Hong Kong, October 2012.
-
T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, and
A. Zuefle, "Indexing
Uncertain Spatio-Temporal Data,"Proceedings of the
Conference on Information and Knowledge Management
(CIKM), pp. 395-404, Maui, Hawaii, October 2012.
-
T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, and
A. Zuefle, "Querying Uncertain Spatio-Temporal Data,"Proceedings of the 28th
International Conference on Data Engineering
(ICDE), pp. 354-365, Washington DC, April 2012.
-
T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz,
S. Zhang, and A. Zuefle, "Inverse Queries For Multidimensional
Spaces," Proceedings of the 12th International Symposium on Spatial and Temporal Databases
(SSTD), pp. 330-347, Minneapolis, MN, August 2011.
-
T. Bernecker, H.-P. Kriegel, N. Mamoulis, M. Renz, and
A. Zuefle, "Continuous Inverse Ranking Queries in Uncertain
Streams ," Proceedings of
the 23rd International Conference on Scientific and Statistical
Database Management
(SSDBM), pp. 37-54, Portland, OR, July 2011.
-
T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, and A.
Zuefle, " A Novel Probabilistic Pruning Approach to Speed Up
Similarity Queries in Uncertain Databases,"Proceedings of the 27th
International Conference on Data Engineering
(ICDE), pp. 339-350, Hannover, Germany, April 2011.
-
M. Terrovitis, P.
Bouros, P. Vassiliadis, T. K. Sellis, and N. Mamoulis, " Efficient answering of set containment queries for skewed item
distributions," Proceedings of the 14th International Conference on Extending
Database Technology (EDBT), pp. 225-236, Uppsala,
Sweden, March 2011.
-
D. W. Cheung, N. Mamoulis, W.K. Wong, S.M. Yiu, and Y. Zhang,
"Anonymous Fuzzy Identity-Based Encryption for
Similarity Search," Proceedings of the 21st International Symposium
on Algorithms and
Computation (ISAAC), pp. 61-72, Jeju Island, Korea, December
2010.
- Y. Zhang, M. H. Au, D. S. Wong, Q. Huang, N. Mamoulis,
D. W. Cheung, and S.M. Yiu, "Oblivious Transfer with Access
Control:
Realizing Disjunction without Duplication," Proceedings of the 4th
International
Conference on Pairing-Based Cryptography
(Pairing), pp. 96-115,
Ishikawa, Japan, December 2010.
- L. H. U, N. Mamoulis, K. Berberich, and S. Bedathur,
"Durable Top-k Search in Document Archives," Proceedings of the ACM Conference on
Management of Data (SIGMOD), pp. 483-494,
Indianapolis, IN, June 2010.
- W. K. Wong, N.
Mamoulis, and D. W. Cheung, "
Non-homogeneous Generalization in Privacy Preserving
Data Publishing
," Proceedings of the ACM Conference on
Management of Data (SIGMOD), pp. 483-494,
Indianapolis, IN, June 2010.
-
G. Chatzimilioudis, N. Mamoulis, and D. Gunopulos
"A Distributed Technique for Dynamic Operator Placement in Wireless Sensor Networks,"
Proceedings of the 11th
International conference on Mobile Data Management Systems
(MDM), pp. 167-176, Kansas City, Missouri, May
2010.
- S. Zhang, N.
Mamoulis, and D. W. Cheung, "Scalable Skyline Computation Using
Object-based Space Partitioning," Proceedings of the ACM Conference on
Management of Data (SIGMOD), pp. 483-494,
Providence, RI, June 2009.
- W. K. Wong,
D. W. Cheung, B. Kao, and N. Mamoulis, "Secure k-NN Computation on
Encrypted Databases," Proceedings of the ACM Conference on Management
of Data (SIGMOD), pp. 139-152,
Providence, RI, June 2009.
- Z. Lin, M. L. Yiu,
and Mamoulis, "Thresholded Range Aggregation in Sensor
Networks," Proceedings of the 10th
International conference on Mobile Data Management Systems
(MDM), pp. 162-171, Taipei, Taiwan, May
2009.
- G.
Chatzimilioudis, H. Hakkoymaz, N. Mamoulis, D.Gunopulos, "Operator
Placement for Multi-Predicate Snapshot Queries in Wireless Sensor
Networks," Proceedings of the 10th
International conference on Mobile Data Management Systems
(MDM), pp. 21-30, Taipei, Taiwan, May 2009.
- J. Gong , D.
W. Cheung , N. Mamoulis , B. Kao, "XML data integration using fragment
join," Proceedings of the14th International
Conference on Database Systems for Advanced Applications (DASFAA), pp. 334-338, Brisbane, Australia, April 2009. (short paper)
- L. H. U, N.
Mamoulis, and K. Mouratidis, "Efficient Evaluation of Multiple Preference Queries,"
Proceedings of the 25th IEEE International Conference on Data
Engineering (ICDE), pp. 1251-1254,
Shanghai China, April 2009. (short paper)
- L. H. U, M. L. Yiu, K. Mouratidis, and N. Mamoulis, "Capacity Constrained Assignment in Spatial Databases,"
Proceedings of the ACM Conference on Management of Data (SIGMOD), pp. 15-28, Vancouver,
Canada, June 2008.
- M. Terrovitis and N. Mamoulis, "Privacy Preservation in the Publication of
Trajectories," Proceedings of the 9th International
Conference on Mobile Data Management (MDM), pp. 65-72,
Beijing, China, April 2008
- P. Karras and N. Mamoulis, "Lattice Histograms: a Resilient Synopsis Structure,"
Proceedings of the 24th International Conference on Data Engineering (ICDE), pp. 247-256, Cancún, México, April 2008.
- M. L. Yiu, N. Mamoulis, and P. Karras, "Common Influence Join: A Natural Join Operation for
Spatial Pointsets," Proceedings of the 24th International
Conference on Data Engineering (ICDE), pp. 100-109,
Cancún, México, April 2008.
- M. L. Yiu, P. Karras, and N. Mamoulis, "Ring-constrained Join: Deriving Fair Middleman
Locations from Pointsets via a Geometric Constraint,"
Proceedings of the 11th International Conference on Extending Database
Technology (EDBT), pp. 606-617, Nantes, France, March 2008.
- M. L. Yiu and N. Mamoulis, "Efficient
Processing of Top-k Dominating Queries on Multi-Dimensional Data,"
Proceedings of the 33rd Very Large Data Bases Conference (VLDB),
pp. 412-426, Vienna, Austria, September 2007.
- G. Ghinita, P. Karras, P. Kalnis, and N. Mamoulis, "Fast Data Anonymization with Low Information Loss,"
Proceedings of the 33rd Very Large Data Bases Conference (VLDB),
pp. 758-769, Vienna, Austria, September 2007.
- W. K. Wong, D. W. Cheung, E. Hung, B. Kao, and N.
Mamoulis, "Security in Outsourcing of Association Rule Mining,"
Proceedings of the 33rd Very Large Data Bases Conference (VLDB),
pp. 111-122, Vienna, Austria, September 2007.
- P. Karras, D. Sacharidis, and N. Mamoulis, "Exploiting Duality in Summarization with
Deterministic Guarantees," Proceedings of the 13th ACM
SIGKDD International Conference on Knowledge Discovery and Data
Mining (KDD), pp. 380-389, San Jose, CA, August 2007.
- L. H. U, N. Mamoulis, and M. L. Yiu, "Continuous
Monitoring of Exclusive Closest Pairs," Proceedings of
the 10th International Symposium on Spatial and Temporal Databases (SSTD),
pp. 1-19, Boston, MA, July 2007.
- M. Hadjieleftheriou, and N. Mamoulis, and Y. Tao, "Continuous Constraint Query Evaluation for
Spatiotemporal Streams," Proceedings of the 10th International
Symposium on Spatial and Temporal Databases (SSTD), pp.
348-365, Boston, MA, July 2007.
- M. L. Yiu, N. Mamoulis, and S. Bakiras, "Retrieval of Spatial Join Pattern Instances from
Sensor Networks," Proceedings of the 19th
International Conference on Scientific and Statistical Database Management
(SSDBM), Banff, Canada,
July 2007.
- P. Karras and N. Mamoulis, "The Haar+ Tree: a Refined Synopsis Data Structure,"
Proceedings of the 23rd International Conference on Data Engineering (ICDE),
Instanbul, Turkey, April 2007.
- M. L. Yiu, X. Dai, N. Mamoulis, and M. Vaitis, "Top-k Spatial Preference Queries,"
Proceedings of the 23rd International Conference on Data Engineering (ICDE),
Instanbul, Turkey, April 2007.
- H. Cao, N. Mamoulis, and D. W. Cheung, "Discovery of Collocation Episodes in Spatiotemporal
Data," Proceedings
of the 6th IEEE International Conference on Data Mining (ICDM), pp. 823-827, Hong Kong, China December 2006.
- K. Mouratidis, M. L. Yiu, D. Papadias, and N.
Mamoulis, "Continuous Nearest Neighbor Monitoring in Road
Networks," Proceedings of the 32nd Very Large
Data Bases Conference (VLDB), pp. 43-54, Seoul, Korea,
September 2006.
- P. Karras and N. Mamoulis, "Detecting the Direction of Motion in a Binary Sensor
Network," Proceedings of the IEEE International
Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC),
pp. 420- 427, Taichung, Taiwan, June 2006.
- P. Kalnis, N. Mamoulis, S. Bakiras, and X. Li, "Ad-hoc distributed spatial joins on mobile devices,"
Proceedings of the 20th IEEE International Parallel and Distributed
Processing Symposium (IPDPS), pp. 1-10, Rhodes, Greece, April
2006.
- N. Mamoulis, K. H. Cheng, M. L. Yiu, and D. W.
Cheung, "Efficient Aggregation of Ranked Inputs,"
Proceedings of the 22nd International Conference on Data Engineering (ICDE),
Altanta, GA, April 2006.
- M. L. Yiu and N. Mamoulis, "Reverse Nearest Neighbors Search in Ad-hoc Subspaces,"
Proceedings of the 22nd International Conference on Data Engineering (ICDE),
Altanta, GA, April 2006.
- M. L. Yiu, N. Mamoulis, and Y. Tao, "Efficient Quantile Retrieval on Multi-dimensional
Data," Proceedings of the 10th International
Conference on Extending Database Technology (EDBT), pp.
167-185, Munich, Germany, March 2006.
- K.K. Wong and N. Mamoulis, "First Look at Average-Case Complexity for Planar
Maximum-Likelihood Detection," Proceedings of the
5th IEEE International Conference on Information, Communications and
Signal Processing (ICICS), pp. 203- 207, Bangkok, Thailand,
December 2005.
- H. Cao, N. Mamoulis, and D. W. Cheung, "Mining Frequent Spatio-temporal Sequential Patterns," Proceedings of the 5th IEEE
International Conference on Data Mining (ICDM), pp.
82-89, Houston, Texas, November 2005.
- P. Karras and N. Mamoulis, "One-Pass Wavelet Synopses for Maximum-Error Metrics," Proceedings of the 31st Very
Large Data Bases Conference (VLDB), pp. 421-432, Trondheim, Norway, August 2005.
- N. Mamoulis, S. Bakiras, and P. Kalnis, "Evaluation of Top-k OLAP Queries Using Aggregate
R-trees," Proceedings of the 9th International
Symposium on Spatial and Temporal Databases (SSTD), pp.
336-353, Angra dos Reis, Brazil, August 2005.
- X. Dai, M. L. Yiu, N. Mamoulis, Y. Tao, and M. Vaitis, "Probabilistic Spatial Queries on Existentially
Uncertain Data," Proceedings of the 9th International
Symposium on Spatial and Temporal Databases (SSTD), pp.
400-417, Angra dos Reis, Brazil, August 2005.
- P. Kalnis, N. Mamoulis, and S. Bakiras, "On Discovering Moving Clusters in Spatio-temporal
Data," Proceedings of the 9th International
Symposium on Spatial and Temporal Databases (SSTD), pp.
364-381, Angra dos Reis, Brazil, August 2005.
- Y. Tao, M. L. Yiu, D. Papadias, M. Hadjieleftheriou, and N.
Mamoulis, "RPJ: Producing Fast Join Results on Streams through
Rate-based Optimization," Proceedings of the ACM
Conference on Management of Data (SIGMOD), pp. 371-382, Baltimore, MD, June 2005.
- M. L. Yiu, D.
Papadias, N. Mamoulis, and Y. Tao, "Reverse Nearest Neighbors in Large Graphs,"
Proceedings of the 21st International Conference on Data Engineering (ICDE),
pp. 186-187, Tokyo, Japan, April 2005. (short paper)
- W. Lian, N.
Mamoulis, D. W. Cheung, and S. M. Yiu, "Discovering
Minimal Infrequent Structures from XML Documents,"
Proceedings of the 5th International Conference on Web Information
Systems Engineering (WISE), pp. 291-302, Brisbane, Australia,
November 2004.
- N. Mamoulis and K. Stergiou, "Constraint Satisfaction in Semi-structured Data
Graphs," Proceedings of the 10th International Conference on Principles and Practice of Constraint
Programming (CP), pp. 393-407, Toronto, Canada, September 2004.
- N. Mamoulis and K. Stergiou, "Algorithms for Quantified Constraint Satisfaction
Problems," Proceedings of the 10th International
Conference on Principles and Practice of Constraint Programming (CP),
pp. 752-756, Toronto, Canada, September 2004.
- E. Lo, N. Mamoulis, D. W. Cheung, W. S. Ho, and P. Kalnis, "Processing Ad-Hoc Joins on Mobile Devices,"
Proceedings of the Fifteenth International Conference on Database and
Expert Systems Applications (DEXA), pp. 611-621, Zaragoza,
Spain, September 2004.
- N. Mamoulis, H. Cao, G. Kollios, M. Hadjieleftheriou,
Y. Tao, and D. W. L. Cheung, "Mining, Indexing, and Querying Historical
Spatiotemporal Data," Proceedings of the 10th
ACM SIGKDD International Conference on Knowledge Discovery and Data
Mining (KDD), pp. 236-245, Seattle, WA, August 2004. (runner-up
best application paper in KDD'04)
- X. Zhang, N. Mamoulis, D. W. L. Cheung, and Y. Shou,
"Fast Mining of Spatial Collocations,"
Proceedings of the 10th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD), pp. 384-393,
Seattle, WA, August 2004.
- W. Lian, D. W. Cheung, N. Mamoulis, and S.M. Yiu,
"Improving Query Performance by Clustering XML
Documents," Proceedings of the International
Conference on Computing, Communications and Control Technologies (CCCT),
Austin, TX, August, 2004.
- J. Zhang, N. Mamoulis, D. Papadias, and Y. Tao,
"All-Nearest-Neighbors Queries in Spatial Databases,"
Proceedings of the 16th International Conference on Scientific and
Statistical Database Management (SSDBM), pp. 297-306,
Santorini, Greece, June 2004.
- M. L. Yiu and N. Mamoulis, "Clustering Objects on a Spatial Network,"
Proceedings of the ACM Conference on Management of Data (SIGMOD),
pp. 443-454, Paris, France, June 2004.
- H. Cao, D. W. Cheung, and N. Mamoulis, "Discovering Partial Periodic Patterns in Discrete
Data Sequences," Proceedings of the 8th Pacific-Asia
Conference on Knowledge Discovery and Data Mining (PAKDD), pp.
653-658, Sydney, Australia, May, 2004. (short paper)
- N. Mamoulis and M. L. Yiu, "Non-contiguous Sequence Pattern Queries,"
Proceedings of the 9th International Conference on Extending Database
Technology (EDBT), pp. 783-800, Heraclion, Greece, March 2004.
- M. L. Yiu and N. Mamoulis, "Frequent-Pattern based Iterative Projected
Clustering," Proceedings of the 3rd IEEE
International Conference on Data Mining (ICDM), pp. 689-692,
Melbourne, Florida, USA, November 2003. (short paper)
- D. Papadias, J. Zhang, N. Mamoulis, and Y. Tao,
"Query Processing in Spatial Network Databases," Proceedings
of the 29th Very Large Data Bases Conference (VLDB), pp.
802-813, Berlin, Germany, September 2003.
- W. Lian, N.
Mamoulis, and D. W. Cheung, "A Filter Index for Complex Queries on
Semi-structured Data," Proceedings of the 4th International
Conference on Web-Age Information Management (WAIM), pp. 397 -
408, Chengdu, China, August 2003.
- N. Mamoulis, P. Kalnis, S. Bakiras, and X. Li, "Optimization of Spatial Joins on Mobile Devices,"
Proceedings of the 8th International Symposium on Spatial and
Temporal Databases (SSTD), pp. 233-251, Santorini, Greece, July
2003.
- Y. Shou, N. Mamoulis, H. Cao, D. Papadias, and D. W.
Cheung, "Evaluation of Iceberg Distance Joins,"
Proceedings of the 8th International Symposium on Spatial and Temporal
Databases (SSTD), pp. 270-288, Santorini, Greece, July 2003.
- Y. Tao, N. Mamoulis, and D. Papadias "Validity Information Retrieval for Spatio-Temporal
Queries: Theoretical Performance Bounds,"
Proceedings of the 8th International Symposium on Spatial and
Temporal Databases (SSTD), pp. 159-178, Santorini, Greece, July
2003.
- N. Mamoulis, "Efficient Processing of Joins on Set-valued attributes,"
Proceedings of the ACM Conference on Management of Data (SIGMOD),
pp. 157-168, San Diego, CA, June 2003.
- N. Mamoulis, D. W. Cheung, and W. Lian, "Similarity Search in Sets and Categorical Data Using
the Signature Tree," Proceedings of the 19th
International Conference on Data Engineering (ICDE), pp. 75-86,
Bangalore, India, March 2003.
- A.P. de
Vries, N. Mamoulis, N. Nes, and M.L. Kersten, "Efficient k-NN Search on Vertically Decomposed Data,"
Proceedings of the ACM Conference on Management of Data (SIGMOD),
pp. 322-333, Madison, Wisconsin, June 2002.
- N. Mamoulis
and K. Stergiou, "Solving Non-Binary CSPs Using the Hidden Variable
Encoding," Proceedings of the 7th International
Conference on Principles and Practice of Constraint Programming (CP),
pp. 168-182, Paphos, Cyprus, November 2001.
- N. Mamoulis and D. Papadias, "Selectivity Estimation of Complex Spatial Queries,"
Proceedings of the 7th International Symposioum on Spatial and Temporal
Databases (SSTD), pp. 155-174, Los Angeles, CA, July 2001.
- D. Papadias,
M. Mantzourogiannis, P. Kalnis, N. Mamoulis, and I. Ahmad, "Content-Based Retrieval Using Heuristic Search,"
Proceedings of the ACM Conference on Information Retrieval (SIGIR),
pp. 168-175, Berkeley, California, August 1999.
- N. Mamoulis
and D. Papadias, "Improving search using indexing: a study with
temporal CSPs," Proceedings of the 16th International
Joint Conference on Artificial Intelligence (IJCAI), pp.
168-175, Stockholm, Sweden, August 1999.
- D. Papadias,
P. Kalnis, and N. Mamoulis, "Hierarchical Constraint Satisfaction in Spatial
Databases," Proceedings of the 16th National
Conference on Artificial Intelligence (AAAI), pp. 142-147,
Orlando, Florida, July 1999.
- N. Mamoulis
and D. Papadias, "Integration of Spatial Join Algorithms for
Processing Multiple Inputs," Proceedings of the ACM
Conference on Management of Data (SIGMOD), pp. 1-12,
Philadelphia, PA, June 1999.
- D. Papadias,
N. Mamoulis, and Y. Theodoridis, "Processing and Optimization of Multi-way Spatial
Joins," Proceedings of the ACM
SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS),
pp. 44-55, Philadelphia, PA, June 1999.
- N. Mamoulis
and D. Papadias, "Constraint-based Algorithms for Computing Clique
Intersection Joins," Proceedings of the 6th ACM
International Symposium on Advances in Geographic Information Systems (GIS),
pp. 118-123, Washington DC, November 1998.
- D. Papadias,
N. Mamoulis, and D. Meretakis, "Image Similarity Retrieval by Spatial
Constraints," Proceedings of the 7th ACM Conference on
Information and Knowledge Management (CIKM), pp. 289-296,
Washington DC, November 1998.
- V. Delis, D.
Papadias, and N. Mamoulis, "Assessing Multimedia Similarity: A Framework for
Structure and Motion," Proceedings of 6th ACM
Multimedia Conference (SIGMM), pp. 333-338, Brighton, UK, ACM
Press, September 1998.
- D. Papadias,
N. Mamoulis, and V. Delis, "Algorithms for Querying by Spatial Structure,"
Proceedings of the 24th Very Large Data Bases Conference (VLDB),
pp. 546-557, New York, August 1998.
- E. Megalou,
T. Hadzilacos, and N. Mamoulis, "Conceptual Title Abstractions:
Modeling and Querying Very Large Interactive Multimedia
Repositories," Proceedings of the 3rd International Conference on
Multimedia Modelling (MMM) , Toulouse, France, November 1996.
Book
Chapters/Entries
- M.
Terrovitis, N. Mamoulis,
and P. Kalnis, "Privacy preservation in the publication
of sparse multidimensional data,"
book chapter in Privacy-Aware Knowledge Discovery: Novel
Applications and New Techniques,
Bonchi, Ferrari (Eds), CRC Press, Data Mining and
Knowledge Discovery Series, 2010.
- H. Cao, N. Mamoulis,
and D. W. Cheung, "Periodic Pattern Discovery from Trajectories of
Moving Objects,"
book chapter in Geographic Data Mining and Knowledge Discovery, Miller,
Han (Eds), 2nd edition, CRC Press, 2009.
- N. Mamoulis,
“Spatial Join,” Encyclopedia of Database Systems, Springer,
2009.
- N. Mamoulis, “Spatio-temporal Data Mining,” Encyclopedia of Database Systems, Springer,
2009.
- N. Mamoulis, “Temporal Data Mining,” Encyclopedia of Database Systems, Springer,
2009.
- N. Mamoulis,
"Co-location Patterns, Algorithms," Encyclopedia of GIS, 103-107, Springer,
2008.
- N. Mamoulis, S.
Bakiras, and P. Kalnis, "Top-k OLAP Queries Using Augmented Spatial Access
Methods," Encyclopedia of GIS, 1156-1161, Springer, 2008.
- M. L. Yiu, Y. Tao,
and N. Mamoulis, "Indexing, BDual Tree," Encyclopedia of GIS, 497-502,
Springer, 2008.
- D. Papadias, M. L.
Yiu, and N. Mamoulis, Y. Tao, "Nearest Neighbor Queries in Network Databases,"
Encyclopedia of GIS, 772-776, Springer, 2008.
- N. Mamoulis,
"Co-location Pattern," Encyclopedia of GIS, 98, Springer, 2008.
- N. Mamoulis, Y.
Theodoridis, and D. Papadias, "Spatial Joins: Algorithms, Cost Models
and Optimization Techniques," book chapter in Spatial Databases:
Technologies, Techniques and Trends, Manolopoulos, Papadopoulos,
Vassilakopoulos (Eds), IDEAS Publishing Group, 2005.
Invited Journal
Articles
D. Wu, N. Mamoulis, J. Shi, "Clustering
in Geo-Social Networks," IEEE Data
Engineering Bulletin, 38(2): 47-57, 2015.
D. Papadias, Y.
Tao, J. Zhang, N. Mamoulis, Q. Shen, J. Sun, "Indexing and Retrieval of
Historical Aggregate Information about Moving Objects," IEEE Data
Engineering Bulletin, 25(2): 10-17, 2002.