PUBLICATIONS

Books

  1. N. Mamoulis, "Spatial Data Management," Morgan & Claypool Publishers, 2011.

Refereed Journal Articles

  1. 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), to appear.
  2. J. Li, Y. Yang, and N. Mamoulis "Optimal Route Queries with Arbitrary Order Constraints," IEEE Transactions on Knowledge and Data Engineering (TKDE), to appear.
  3. 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.
  4. 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.
  5. M. Terrovitis, N. Mamoulis, and P. Kalnis, " Local and Global Recoding Methods for Anonymizing Set-valued Data," the VLDB Journal, 20(1): 83-106, February 2011.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. L. H. U, K. Mouratidis, and N. Mamoulis, "Continuous Spatial Assignment of Moving Users," the VLDB Journal, 19(2): 141-160, April 2010.
  11. 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.
  12. 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.
  13. 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.
  14. M. L. Yiu and N. Mamoulis, "Multi-Dimensional Top-k Dominating Queries," the VLDB Journal, 18(3): 695-718, June 2009.
  15. M. L. Yiu, N. Mamoulis, and S. Bakiras, "Retrieval of Spatial Join Pattern Instances from Sensor Networks," Geoinformatica, 13(1):57-84, March 2009.
  16. 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.
  17. 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.
  18. 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.
  19. P. Karras and N. Mamoulis, “Hierarchical Synopses with Optimal Error Guarantees,” ACM Transactions on Database Systems (TODS),33:3, August 2008
  20. M. L. Yiu, N. Mamoulis, and V. Hristidis, "Extracting k most important groups from data efficiently," Data & Knowledge Engineering (DKE), 66(2): 289-310, August 2008.
  21. 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, May 2008.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. N. Mamoulis, D. Papadias, and D. Arkoumanis, "Complex Spatial Query Processing," Geoinformatica, 8(4): 311-346, Kluwer Academic Publishers, December 2004.
  32. 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.
  33. 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.
  34. N. Mamoulis and D. Papadias, "Slot Index Spatial Join," IEEE Transactions on Knowledge and Data Engineering (TKDE), 15(1): 211-231, January/February 2003.
  35. P. Kalnis, N. Mamoulis, and D. Papadias, "View Selection Using Randomized Search," Data & Knowledge Engineering (DKE), 42(1): 89-111, Elsevier, June 2002.
  36. N. Mamoulis and D. Papadias, "Multiway Spatial Joins," ACM Transactions on Database Systems (TODS), 26(4): 424-475, ACM Press, December 2001.
  37. D. Papadias, N. Mamoulis, and Y. Theodoridis, "Constraint-based Processing of Multiway Spatial Joins," Algorithmica, 30(2): 188-215, Springer, February 2001.
  38. 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

  1. T. Bernecker, T. Emrich, H.-P. Kriegel, N. Mamoulis, M. Renz, S. Zhang, A Zuefle, "Inverse Queries For Multidimensional Spaces," Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD), Minneapolis, MN, August 2011.
  2. 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), Portland, OR, July 2011.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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)
  15. 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)
  16. 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.
  17. 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
  18. P. Karras and N. Mamoulis, “Lattice Histograms: a Resilient Synopsis Structure,” Proceedings of the 24th International Conference on Data Engineering (ICDE), pp. 247-256, Cancϊn, Mιxico, April 2008.
  19. 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, Cancϊn, Mιxico, April 2008.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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.
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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)
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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)
  50. 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.
  51. 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.
  52. 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.
  53. 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.
  54. 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)
  55. 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.
  56. 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)
  57. 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.
  58. 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.
  59. 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.
  60. 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.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. 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.
  66. 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.
  67. 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.
  68. 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.
  69. 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.
  70. 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.
  71. 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.
  72. 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.
  73. 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.
  74. 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.
  75. 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.
  76. 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

  1. 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.
  2. 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.
  3. N. Mamoulis, “Spatial Join,” Encyclopedia of Database Systems, Springer, 2009.
  4. N. Mamoulis, “Spatio-temporal Data Mining,” Encyclopedia of Database Systems, Springer, 2009.
  5. N. Mamoulis, “Temporal Data Mining,” Encyclopedia of Database Systems, Springer, 2009.
  6. N. Mamoulis, “Co-location Patterns, Algorithms,” Encyclopedia of GIS, 103-107, Springer, 2008.
  7. N. Mamoulis, S. Bakiras, and P. Kalnis, “Top-k OLAP Queries Using Augmented Spatial Access Methods,” Encyclopedia of GIS, 1156-1161, Springer, 2008.
  8. M. L. Yiu, Y. Tao, and N. Mamoulis, “Indexing, BDual Tree,” Encyclopedia of GIS, 497-502, Springer, 2008.
  9. D. Papadias, M. L. Yiu, and N. Mamoulis, Y. Tao, “Nearest Neighbor Queries in Network Databases,” Encyclopedia of GIS, 772-776, Springer, 2008.
  10. N. Mamoulis, “Co-location Pattern,” Encyclopedia of GIS, 98, Springer, 2008.
  11. 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 Article

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.