This bibliography includes the latest(1999-2003) articles related to Spatial Databases and Spatial Data Mining appearing in ACM Transactions on Database Systems (TODS), IEEE Transaction on Knowledge and Data Engineering(TKDE), VLDB Journal, GeoInformatica, International Journal of Geographical Information Systems, IEEE Data Engineering Bulletin, ACM SIGMOD Conference, PODS Conference, VLDB Conference, ACM SIGKDD Conference, Symposium on Spatial and Temporal Databases, ACM GIS Conference, and ACM CIKM Conference. This is not a complete list of all articles in spatial databases and data mining, and this bibliography serves for the reference purpose to the researchers in this field. Please let us know if you have any comments.

1. Data mining. 1

2. Spatial Data Mining. 7

3. Spatial Query Processing. 8

4. Spatio-temporal query processing. 11

5. Indexing of moving objects. 11

6. Indexing. 12

7. Moving objects. 13

8. Spatial Data Model & Query Language. 14

9  Selectivity. 16

10 Frequent patterns. 17

11. Stream and time series. 17

12. Similarity. 17

13. GIS. 18

14. Clustering. 24

15 Outlier Detection. 26

16 Visualization. 26

17 Data Security. 27

19. Spatial and Temporal Databases. 27

20. Other 28

 

1. Data mining

 

Chakrabarti, Soumen, Hypertext Databases and Data Mining, SIGMOD99, pp. 508-508, 1999.

 

D. Agrawal and C. C. Aggarwal. On the design and quantification of privacy preserving data mining algorithms. In Proceedings of the Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2001.

 

King, Ross D. and Karwath, Andreas and Clare, Amanda and Dephaspe, Luc,Genome scale prediction of protein functional class from sequence using data mining, pp. 384-389,KDD00

 

Becher, Jonathan D. and Berkhin, Pavel and Freeman, Edmund, Automating exploratory data analysis for efficient data mining, pp. 424-429,KDD00.

 

Ma, Yiming and Liu, Bing and Wong, Ching Kian and Yu, Philip S. and Lee, Shuik Ming, Targeting the right students using data mining,KDD00. , pp. 457-464,2000

 

Bhattacharyya, Siddhartha,Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing, KDD00, pp. 465-473, 2000

 

Ivan Bruha and A. Famili, Postprocessing in machine learning and data mining,

ACM SIGKDD Explorations Newsletter, volume 2, no 2, pp. 110-114, 2000.

 

Feldman, Ronen, Tutorial: Mining Unstructured Data, KDD-99, 1999.

 

Marcel Holsheimer: Data Mining by Business Users: Integrating Data Mining in Business Processes. KDD Tutorial Notes, pp. 266-291, 1999

 

Hang Cui, Ji-Rong Wen, Jian-Yun Nie, Wei-Ying Ma , Query Expansion by Mining User Logs, Transactions on Knowledge and Data Engineering pp. 829-839, 2003

 

Ning Zhong, Yiyu (Y.Y.) Yao, Muneaki Ohshima, Peculiarity Oriented Multidatabase Mining, Transactions on Knowledge and Data Engineering pp. 952-960, 2003

 

Chang-Hung Lee, Ming-Syan Chen, Cheng-Ru Lin,  Progressive Partition Miner: An Efficient Algorithm for Mining General Temporal Association Rules, Transactions on Knowledge and Data Engineering, pp. 1004-1017, 2003

 

Alexandros Nanopoulos, Dimitrios Katsaros, Yannis Manolopoulos , A Data Mining Algorithm for Generalized Web Prefetching , Transactions on Knowledge and Data Engineering, pp. 1155-1169, 2003

 

Jiawei Han, Yongjian Fu, Mining Multiple-Level Association Rules in Large Databases, Transactions on Knowledge and Data Engineering, pp. 798-805, 1999

 

Bing Liu, Wynne Hsu, Lai-Fun Mun, Hing-Yan Lee, Finding Interesting Patterns Using User Expectations , Transactions on Knowledge and Data Engineering, pp. 817-832, 1999

 

Tom Chau, Andrew K.C. Wong, Pattern Discovery by Residual Analysis and Recursive PartitioningTransactions on Knowledge and Data Engineering, , pp. 833-852, 1999

 

Scott T. Leutenegger, Mario A. López, The Effect of Buffering on the Performance of R-Trees, Transactions on Knowledge and Data Engineering, pp. 33-44, 2000

 

Richard Relue, Xindong Wu, Hao Huang, Efficient runtime generation of association rules, Proceedings of the tenth international conference on Information and knowledge management, , pp. 466 - 473, 2001

 

Amitabha Das, Wee-Keong Ng, Yew-Kwong Woon, Rapid association rule mining, Proceedings of the tenth international conference on Information and knowledge management, pp. 474 - 481, 2001

 

Amit A. Nanavati, Krishna P. Chitrapura, Sachindra Joshi, Raghu Krishnapuram, Mining generalised disjunctive association rules, Proceedings of the tenth international conference on Information and knowledge management, pp. 482 - 489, 2001

 

Alexandros Nanopoulos, Yannis Manolopoulos, Yannis Theodoridis, An efficient and effective algorithm for density biased sampling, Proceedings of the eleventh international conference on Information and knowledge management, pp. 398 - 404, 2002

 

Eui-Hong (Sam) Han, George Karypis, Vipin Kumar,  Scalable Parallel Data Mining for Association Rules, Transactions on Knowledge and Data Engineering, pp. 337-352, 2000

 

Mohammed J. Zaki , Scalable Algorithms for Association Mining, Transactions on Knowledge and Data Engineering, pp. 372-390, 2000

 

Yasuhiko Morimoto, Takeshi Fukuda, Hiro fumi Matsuzawa, Takesh i Tokuyama, Kunikazu Yoda, Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases, VLDB, pp. 380-391, 1998:

 

Ling Feng, Hongjun Lu, Jeffrey Xu Yu, Jiawei Han, Mining inter-transaction associations with templates, Proceedings of the eighth international conference on Information and knowledge management, pp. 225 - 233, 1999

 

Sunil Choenni, Design and Implementation of a Genetic-Based Algorithm for Data Mining. VLDB 2000, pp. 33-42, 2000

 

Martin Ester and Hans-Peter Kriegel and Matthias Schubert, Web Site Mining : A new way to spot Competitors, Customers And Suppliers in the World Wide Web, Proc. 8th ACM SIGKDD int. Conf. on Knowledge Discovery and Data Mining, Edmonton,CA (KDD'02), pp. 249-258, 2002.

 

Satoshi Morinaga, Kenji Yamanishi, Kenji Tateishi, Toshikazu Fukushima: Mining product reputations on the Web. KDD 341-349, 2002

 

Hidber, Christian, Online Association Rule Mining, SIGMOD99, pp. 145-156, 1999

 

S. Muggleton",Knowledge discovery in biological and chemical domains",     book,Proceedings of the first Conference on Discovery Science","Springer-Verlag",1998,

 

Han, Jiawei and Pei, Jian and Mortazavi-Asl, Behzad and Chen, Qiming and Dayal, Umeshwar and Hsu, Meichun,{FreeSpan}: frequent pattern-projected sequential pattern mining, KDD00. pp. 355-359, 2000

 

Bjorner Larsen and Chinatsu Aone, "Fast and Effective Text Mining Using Linear-time Document Clustering", KDD-99, 1999.

 

Mani, D. R. and Drew, James and Betz, Andrew and Datta, Piew,Statistics and Data Mining Techniques for Lifetime Value Modeling, KDD99, pp. 94-103, 1999

 

Ayan, Necip Fazil and Tansel, Abdullah Uz and Arkun, Erol,An Efficient Algorithm to Update Large Itemsets with Early Pruning, KDD99, pp. 287-291,1999

 

Bay, Stephen and Pazzani, Michael,Detecting Change in Categorical Data: Mining Contrast Sets, KDD99, pp. 302-306, 1999

 

Liu, Bing and Hsu, Wynne and Ma, Yiming,Mining Association Rules with Multiple Minimum Supports, KDD99, pp. 337-341,1999

 

Bing Liu and Wynne Hsu and Yiming Ma and Shu Chen",Mining Interesting Knowledge Using {DM}-{II}",Knowledge Discovery and Data Mining", pp. 430-434, 1999.

 

Daniel Barbará, Special issue on data mining for intrusion detection and threat analysis, ACM SIGMOD Record, volume 30, number 4, pp. 4-4,2001.

 

Salvatore J. Stolfo and Wenke Lee and Philip K. Chan and Wei Fan and Eleazar Eskin, Data mining-based intrusion detectors: an overview of the columbia IDS project, ACM SIGMOD Record, volume 30, number 4, pp. 5-14, 2001.

 

P. Shenoy, J.R. Haritsa, S. Sudarshan, G. Bhalotia, M. Bawa, and D. Shah. Turbo-charging vertical mining of large databases. In ACM SIGMOD Intl. Conf. Management of Data, May 2000.

 

Olivier Y. de Vel and A. Anderson and M. Corney and George M. Mohay",Mining Email Content for Author Identification Forensics",SIGMOD Record, volume 30, number 4, pp.55-64,2001

 

Nam Huyn, Data analysis and mining in the life sciences, ACM SIGMOD Record, volume 30, number 3, pp. 76-85, 2001

 

Webb, Geoffrey I.,Efficient search for association rules., KDD00, pp. 99-107,2000

 

Wang, Wei and Yang, Jiong and Yu, Philip S.,Efficient mining of weighted association rules ({WAR}).,pp. 270-274,KDD00, 2000

 

Keogh, Eamonn J. and Pazzani, Michael J.,Scaling up dynamic time warping for datamining applications., KDD00, pp. 285-289, 2000

 

Wang, Jason Tsong-Li and Ma, Qicheng and Shasha, Dennis and Wu, Cathy H.,

Application of neural networks to biological data mining: a case study in protein sequence classification.,pp. KDD00, 305-309, 2000

 

Garcke, Jochen and Griebel, Michael,Data mining with sparse grids using simplicial basis functions, KDD01, pp. 87-96, 2001

 

Hulten, Geoff and Spencer, Laurie and Domingos, Pedro,Mining Time-Changing Data Streams, KDD01, pp. 97-106, 2001

 

Kramer, Stefan and De Raedt, Luc and Helma, Christoph, Molecular Feature Mining in {HIV} data, KDD01, pp. 136-143, 2001

 

Traina, Agma and Traina, Caetano and Papadimitriou, Spiros and Faloutsos, Christos, Tri-Plots: Scalable Tools for Multidimensional Data Mining, KDD01, pp. 184-193, 2001

 

Lin, Cheng-Ru and Lee, Chang-Hung and Chen, Ming-Syan and Yu, Philip S., Distributed Data Mining in a Chain Store Database of Short Transactions, KDD'02, pp. 576-581,2001

 

Raghu Ramakrishnan, Mass collaboration and data mining, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 4-4,2001,

 

Netz, Amir,Data Mining Platform for Database Developers, KDD01, pp. 14-14,2001

 

Bi, Zhiqiang and Faloutsos, Christos and Korn, Flip,The ``{DGX}'' Distribution for Mining Massive, Skewed Data, KDD01, pp. 17-26,2001

 

Liu, Rey-Long and Lu, Yun-Ling,Incremental Context Mining for Adaptive Document Classification, KDD'02, pp. 599-604, 2001

 

Evfimievski, Alexandre and Srikant, Ramakrishnan and Agrawal, Rakesh and Gehrke, Johannes,Privacy Preserving Mining of Association Rules,KDD'02,pp. 217-228, 2001

 

Hillol Kargupta, Anupam Joshi: Data mining "to go": ubiquitous KDD for mobile and distributed environments. KDD Tutorials 2001

 

 Karlton Sequeira, Mohammed Javeed Zaki: ADMIT: anomaly-based data mining for intrusions. KDD pp. 386-395, 2002

 

Alexander Tuzhilin , Gediminas Adomavicius, Handling very large numbers of association rules in the analysis of microarray data, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, 2002

 

Aggarwal, Charu C.,Collaborative Crawling: Mining User Experiences for Topical Resource Discovery, ,KDD'02, pp. 423-4282002

 

Ayres, Jay and Flannick, Jason and Gehrke, Johannes and Yiu, Tomi,Sequential {PAttern} Mining Using Bitmap Representation, KDD'02, pp. 429-435,2002

 

R. Agrawal and S. Ramakrishnan. Privacy-preserving data mining. In Proceedings of of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 439-450, 2000.

 

Soumen Chakrabarti, Hypertext databases and data mining, Proceedings of the 1999 ACM SIGMOD international conference on Management of data, 508, 1999.

 

J. Han, J. Pei, and Y. Yin. Mining frequent patterns without candidate generation. Technical Report TR-99-12, Computing Science Technical Report, Simon Fraser University, October 1999.

 

Hidber C. "Online Association Rule Mining". SIGMOD pp. 145-156, 1999.

 

E. Riedel, G. Gibson, C. Faloutsos, G. Granger, D. Nagle, "Data Mining on an OLTP System (Nearly) for Free", SIGMOD, May 2000

 

P. Shenoy, J.R. Haritsa, S. Sudarshan, G. Bhalotia, M. Bawa, and D. Shah. Turbo-charging vertical mining of large databases. In ACM SIGMOD Intl. Conf. Management of Data, May 2000.

 

C. R. Palmer and C. Faloutsos. Density biased sampling: An improved method for data mining and clustering. In 2000 ACM SIGMOD International Conferenceon Management of Data, May 2000.

 

M. Richardson, P. Domingos. Mining Knowledge-Sharing Sites for Viral Marketing. Eighth Intl. Conf. on Knowledge Discovery and Data Mining, 2002.

 

M. J. Zaki. Efficiently mining frequent trees in a forest. In KDD'02, July 2002.

 

S. Lawrence "Context in Web Search", IEEE Data Engineering Bulletin Vol 23 (3) pp. 25-32, 2000.

 

Shinichi Morishita and Jun Sese, Transversing itemset lattices with statistical metric pruning, Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems,226-236,2000.

 

Hulten, Geoff and Domingos, Pedro,Mining Complex Models from Arbitrarily Large Databases in Constant Time, KDD'02, pp. 525-531,2002

 

Keogh, Eamonn and Lonardi, Stefano and Chiu, Bill Yuan-chi,Finding Surprising Patterns in a Time Series Database In Linear Time and Space, KDD'02, pp. 550-556, 2002

 

Little, Bert B. and Johnston, Walter L. and Lovell, Ashley C. and Rejesus, Roderick M. and Steed, Steve A.,Collusion in The U.S. Crop Insurance Program: Applied Data Mining, KDD'02, pp. 594-598,2002

 

Jiawei Han, Laks V. S. Lakshmanan, Jian Pei: Scalable frequent-pattern mining methods: an overview. KDD Tutorials 2001

 

Domingos, Pedro and Richardson, Matt,Mining the Network Value of Customers, KDD01, pp. 57-66,2001

 

DuMouchel, William and Pregibon, Daryl,Empirical Bayes Screening For Multi-Item Associations In Massive Datasets, KDD01, pp. 67-76,2001

 

Yang, Cheng and Fayyad, Usama and Bradley, Paul,Efficient Discovery of Error-Tolerant Frequent Itemsets in High Dimensions, KDD01, pp. 194-203,2001

 

Aggarwal, Charu and Parthasarathy, Srinivasan,Mining Massively Incomplete Data Sets by Conceptual Reconstruction, KDD01, pp. 227-232,2001

 

Basu, Sugato and Mooney, Raymond J. and Pasupuleti, Krupakar V. and Ghosh, Joydeep,Evaluating the Novelty of Text-Mined Rules using Lexical Knowledge,

KDD01, pp. 233-238,2001

 

Morimoto, Yasuhiko,Mining Frequent Neighboring Class Sets in Spatial Databases,

KDD01, pp. 353-358,2001

 

Yang, Jiong and Wang, Wei and Yu, Philip,{InfoMiner}: Mining Surprising Periodic Patterns, KDD01, pp. 395-400,2001

 

Pei, Jian and Han, Jiawei,Can we push more constraints into frequent pattern mining?, KDD00, pp. 350-354,2000

 

Wang, Jason Tsong-Li and Wang, Xiong and Lin, King-Ip and Shasha, Dennis and Shapiro, Bruce and Zhang, Kaizhong,Evaluating A Class of Distance-Mapping Algorithms for Data Mining and Clustering, KDD99, pp. 307-311,1999

 

Cortes, Corinna and Pregibon, Daryl,Information Mining Platforms: An infrastructure for {KDD} rapid deployment, KDD99, pp. 327-331,1999

 

D. Barbara, J. Couto, and S. Jajodia. ADAM: A testbed for exploring the use of data mining in intrusion detection. SIGMOD Record, 30(4):15-24, 2001.

 

Wenke Lee and Wei Fan, Mining system audit data: opportunities and challenges,

ACM SIGMOD Record, volume 30, number 4, pp. 35-44, 2001

 

Saygin, Y., Verykios, V. & Clifton, C. (2001) "Using Unknowns to Prevent Discovery of Association Rules." SIGMOD Record 30(4): pp. 45-54.

 

Yulan Liang and Arpad Kelemen, Mining heterogeneous gene expression data with time lagged recurrent neural networks, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 415-421, 2002.

 

Themistoklis Palpanas, Knowledge discovery in data warehouses, ACM SIGMOD Record, volume 29, 3, pp. 88-100, 2000.

 

B. Pôssas and M. Carvalho and R. Resende and W. {Meita, Jr.}, Using quantitative information for efficient association rule generation, ACM SIGMOD Record, volume 29, number 4, pp. 19-25, 2000,

 

Kihong Kim and Sang K. Cha and Keunjoo Kwon, Optimizing multidimensional index trees for main memory access, Proceedings of the 2001 ACM SIGMOD international conference on Management of data, pp. 139-150,2001.

 

Eliseo Clementini and Paolino {Di Felice}, Spatial operators,ACM SIGMOD Record,

 volume 29, number 3, pp. 31-38,2000,

 

 

2. Spatial Data Mining

 

Rastogi, R., Shim, K.: Scalable algorithms for mining large databases. In Jiawei Han, (ed), KDD-99 Tutorial Notes, 1999

 

Rogers, Seth and Langley, Pat and Wilson, Christopher,Mining {GPS} Data to Augment Road Models,KDD99,pp. 104-113, 1999

 

Bayardo, Roberto and Agrawal, Rakesh,Mining the Most Interesting Rules,KDD99, pp. 145-154,1999

 

A. Szalay, P. Kunszt, A. Thakar, and J. Gray. Designing and mining multi-terabyte astronomy archives: The sloan digital sky survey. Proc. of SIGMOD, 2000.

 

Raymond T. Ng, Jiawei Han , CLARANS: A Method for Clustering Objects for Spatial Data Mining, Transactions on Knowledge and Data Engineering, pp. 1003-1016, 2002

 

Peter Baumann, Andreas Dehmel, Paula Furtado, Roland Ritsch, Norbert Widmann, Spatio-Temporal Retrieval with RasDaMan, VLDB 1999: pp. 746-749, 1999

 

José Luis Ambite, Craig A. Knoblock, Mohammad R. Kolahdouzan, Maria Muslea, Cyrus Shahabi, Snehal Thakkar, The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web, VLDB 2001, pp. 717-718, 2001

 

Wei Wang, Jiong Yang, Richard Muntz , An Approach to Active Spatial Data Mining Based on Statistical Information, Transactions on Knowledge and Data Engineering, pp. 715-728, 2000

 

Gholamhosein Sheikholeslami, Suro jit Chatterjee, Aidong Zhang, WaveCluster: A Wavelet Based Clustering Approach for Spatial Data in Very Large Databases., The VLDB Journal, Volume 8 Numbers 3-4, pp. 289-304, 2000

 

Jia-Yu Pan, Christos Faloutsos, "GeoPlot": spatial data mining on video libraries, Proceedings of the eleventh international conference on Information and knowledge management, pp. 405 - 412, 2002

 

Gholamhosein Sheikholeslami, Suro jit Chatterjee, Aidong Zhang, WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases, VLDB, pp. 428-439, 1998

 

Nelley M. Kovalevskaya, Georgy L. Gimel'farb, Visual models for spatial knowledge discovery, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 187-188, 2000

 

 

3. Spatial Query Processing

 

Christos Faloutsos and Bernhard Seeger and Agma Traina and Caetano {Traina, Jr.}, Spatial join selectivity using power laws, Proceedings of the 2000 ACM SIGMOD international conference on Management of data, pp. 177-188,2000.

 

A. Corral, Y. Manolopoulos, Y. Theodoridis and M. Vassilakopoulos: "Closest Pair Queries in Spatial Databases", Technical Report, Data Engineering Lab, Department of Informatics, Aristotle Univ. of Thessaloniki, Greece, 1999.

 

Mamoulis, Nikos and Papadias, Dimitris, Integration of Spatial Join Algorithms for Processing Multiple Inputs, SIGMOD99, pp. 1-12, 1999

 

C. Böhm, A cost model for query processing in high dimensional data spaces, ACM Transactions on Database Systems (TODS), vol. 25, no. 2, pp. 129-178, 2000.

 

J. Zhang, M. Zhu, D. Papadias, Y. Tao, and D. Lee. Location-based spatial queries. SIGMOD, 2003.

 

Chengyu Sun and Divyakant Agrawal and Amr {El Abbadi}, Hardware acceleration for spatial selections and joins, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data, pp. 455-466,2003.

 

Dimitris Papadias and Yufei Tao and Greg Fu and Bernhard Seeger, An optimal and progressive algorithm for skyline queries, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data, pp. 467-478, 2003.

 

Bin Cui and Beng Chin Ooi and Jianwen Su and Kian-Lee Tan, Contorting high dimensional data for efficient main memory KNN processing, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data, pp. 479-490, 2003.

 

 A. Corral, Y. Manolopoulos, Y. Theodoridis and M. Vassilakopoulos: "Closest Pair Queries in Spatial Databases", Technical Report, Data Engineering Lab, Department of Informatics, Aristotle Univ. of Thessaloniki, Greece, 1999.

 

F. Korn and S. Muthukrishnan. Influence sets based on reverse nearest neighbor queries. In Proc. ACM SIGMOD Int. Conf. on Management of Data, Dallas, USA, May 2000.

 

Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina, and Caetano Traina Jr. Spatial join selectivity using power laws. In Proc. ACM SIGMOD Int. Conf. on Management of Data, 2000.

 

N. Mamoulis and D, Papadias", Multiway spatial joins, Database Systems,vol.26, no. 4, pp. 424-475,2001.

 

T. Fukuda, Y. Morimoto, S. Morishita, and T. Tokuyama, Data Mining with optimized two-dimensional association rules,ACM Transactions on Database Systems (TODS),vol.26,no.2, pp. 179-213, 2001.

 

Y. Tao, and D. Papadias, Spatial queries in dynamic environments,ACM Transactions on Database Systems (TODS),vol. 28,no. 2, paged 101-139, 2003.

 

S. Castano, V. De Antonellis, M. G. Fugini, and B. Pernici, Conceptual schema analysis: techniques and applications, ACM Transactions on Database Systems (TODS), vol. 23, no. 3, pp. 286-333, 1998.

 

Leonardo Guerreiro Azevedo, Rodrigo Salvador Monteiro, Geraldo zimbrão, Jano Moreira de Souza ,Polyline Spatial Join Evaluation Using Raster Approximation , GeoInformatica, Volume 7, Issue 4, pp. 315-336 , 2003,

 

Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla, Sivakumar Ravada , Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach, Transactions on Knowledge and Data Engineering, pp. 1400-1421, 2002

 

Nikos Mamoulis, Dimitris Papadias , Slot Index Spatial Join, Transactions on Knowledge and Data Engineering, pp.  211-231, 2003

 

Bo Huang, Hui Lin,Design of a Query Language for Accessing Spatial Analysis in the Web Environment, GeoInformatica, Volume 3, Issue 2, pp. 165-183 , 1999,

 

David J. Abel, Volker Gaede, Robert A. Power, Xiaofang Zhou,  Caching Strategies for Spatial Joins , GeoInformatica, Volume 3, Issue 1, pp. 33-59, 1999

 

Xuan Liu, Shashi Shekhar, Sanjay Chawla,  Object-Based Directional Query Processing in Spatial Databases , Transactions on Knowledge and Data Engineering, pp. 295-304, 2003

 

Ning An, Ji Jin, Anand Sivasubramaniam,  Toward an Accurate Analysis of Range Queries on Spatial Data , Transactions on Knowledge and Data Engineering, pp. 305-323, 2003

 

Ju-Won Song, Kyu-Young Whang, Young-Koo Lee, Min-Jae Lee, Sang-Wook Kim , Spatial Join Processing Using Corner Transformation, Transactions on Knowledge and Data Engineering, pp. 688-695, 1999

 

Yannis Theodoridis, Emmanuel Stefanakis, Timos Sellis , Efficient Cost Models for Spatial Queries Using R-Trees , Transactions on Knowledge and Data Engineering, pp. 19-32, 2000

 

Nebojsa Stefanovic, Jiawei Han, Krzysztof Koperski , Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes, Transactions on Knowledge and Data Engineering, pp. 938-958, 2000

 

Hui Lin, Bo Huang , SQL/SDA: A Query Language for Supporting Spatial Data Analysis and Its Web-Based Implementation, Transactions on Knowledge and Data Engineering, pp. 671-682, 2001

 

Stéphane Grumbach, Philippe Rigaux, Luc Segoufin, Spatio-Temporal Data Handling with Constraints, GeoInformatica, Volume 5, Issue 1, pp. 95-115, 2001,

 

Dimitris Papadias, Nikos Mamoulis, Vasilis Delis, Algorithms for Querying by Spatial Structure. VLDB, pp. 546-557, 1998

 

Geraldo Zimbrao, J ano Moreira de SouzaA Raster Approximation For Processing of Spatial Joins, VLDB, pp. 558-569, 1998

 

Lars Arge, Octa vian Procopiuc, Sridh ar Ramaswamy, Torsten Suel, Je ffrey Scott Vitter, Scalable Sweeping-Based Spatial Join, VLDB , pp. 570-581, 1998:

 

Byunggu Yu, Ratko Orlandic, Martha Evens, Simple QSF-trees: an efficient and scalable spatial access method, Proceedings of the eighth international conference on Information and knowledge management, pp. 5 - 14, 1999

 

Ju-Won Song, Kyu-Young Whang, Young-Koo Lee, Min-Jae Lee, Sang-Wook Kim, Transformation-based spatial join, Proceedings of the eighth international conference on Information and knowledge management, pp. 15 - 261999

 

Yasushi Sakurai, Mas atoshi Yoshikawa, Ryoji Kataoka, Shunsuk e Uemura, Similarity Search for Adaptive Ellipsoid Queries Using Spatial Transformation, VLDB, pp. 231-240, 2001

 

Chris Jermaine, Edward Omiecinski, Wai Gen Yee, Maintaining a Large Spatial Database with T2SM, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 76-81, 2001

 

Laura Toma, Rajiv Wickremesinghe, Lars Arge, Jeffrey S. Chase, Jeffrey Scott Vitter, Patrick N. Halpin, Dean Urban, Flow Computation on Massive Grids, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 82-87, 2001

 

Donghui Zhang, Vassilis J. Tsotras, Improving Min/Max Aggregation over Spatial Objects, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 88-93, 2001

 

Jignesh M. Patel, David J. DeWitt, Clone join and shadow join: two parallel spatial join algorithms, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 54-61, 2000

 

Sung-Ho Woo, Sung-Bong Yang, An improved network clustering method for I/O-efficient query processing, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 62-68, 2000

 

Xuan Liu, Shashi Shekhar, Sanjay Chawla, Processing object-oientation-based direction queries: a summary of results, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 69-76, 2000

 

Marek B. Zaremba, L. St-Laurent, O. Niemann, Dianne Richardson, Integration of self-organizing maps with spatial indexing for efficient processing of multi-dimensional data, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 77-82, 2000

 

Tsin-Shu Yeh, Spot: Distance Based Join Indices for Spatial Data, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 103-109, 1999

 

4. Spatio-temporal query processing

 

M. F. Mokbel, T. M. Ghanem, and W. G. Aref  Spatio-Temporal Access Methods, IEEE Data Engineering Bulletin, 26(2), 40-49, Jun., 2003.

 

E. Keogh, K. Chakrabarti, S. Mehrotra, and M. Pazzani. Locally adaptive dimensionality reduction for indexing large time series databases. In Proc. of ACMSIGMOD, pp. 151-162, 2001.

 

A. Schmidt, C. S. Jensen, Spatio-Temporal Data Exchange Standards, IEEE Data Engineering Bulletin 26(2), 50-54 2003

 

A. U. Frank et al. CHOROCHRONOS, A Research Network for Spatiotemporal Database Systems. SIGMOD Record, 28(3):12-21, 1999.

 

Nassima Djafri, Alvaro A. A. Fernandes, Norman W. Paton, Tony Griffiths, Spatio-temporal evolution: querying patterns of change in databases, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 35-41, 2002

 

Luca Paolino, Genoveffa Tortora, Monica Sebillo, Giuliana Vitiello, Robert Laurini,Phenomena: a visual query language for continuous fields, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.147-153, 2003

 

5. Indexing of moving objects

 

G. Kollios, D. Gunopolos, and V.J. Tsotras. On Indexing Mobile Objects. In Proc. ACM Symp. on Principles of Database Systems, 261-272, 1999. http://citeseer.nj.nec.com/kollios99indexing.html   More

 

S. Saltenis, C. Jensen, S. Leutenegger and M. Lopez. Indexing the Positions of Continuously Moving Objects. In Proc. of the 19th ACM-SIGMOD Int. Conf. on Management of Data, Dallas, Texas, 2000.

 

Ralf Hartmut Güting and Michael H. Böhlen and Martin Erwig and Christian S. Jensen and Nikos A. Lorentzos and Markus Schneider and Michalis Vazirgiannis, A foundation for representing and querying moving objects, ACM Transactions on Database Systems (TODS), vol. 25, no. 1, pp. 1-42, 2000.

 

Pankaj K. Agarwal and Lars Arge and Jeff Erickson, Indexing moving points (extended abstract), Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, 175-186,2000.

 

6. Indexing

 

B. C. Ooi, K.-L. Tan, C. Yu, and S. Bressan. Indexing the Edges - A Simple and Yet Efficient Approach to High-Dimensional Indexing. In PODS, pp. 166-174, 2000.

 

J. Myllymaki, J. Kaufman, LOCUS: A Testbed for Dynamic Spatial Indexing, IEEE Data Engineering Bulletin 25(2), 48-55, 2002,

 

K. V. R. Kanth, S. Ravada, Spatio-Temporal Indexing in Oracle: Issues and Challenges. IEEE Data Engineering Bulletin 25(2): 56-60, 2002.

 

Ravi Kanth V Kothuri, Siva Ravada and Daniel Abugov,Quadtree and R-tree indexes in oracle spatial: a comparison using GIS data, Proceedings of the 2002 ACM SIGMOD international conference on Management of data, pp. 546-557, 2002.

http://doi.acm.org/10.1145/564691.564755,

 

Charu C. Aggarwal and Dakshi Agrawal, On nearest neighbor indexing of nonlinear trajectories, Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, pp. 252-259, 2003.

 

Kian-Lee Tan, Beng Chin Ooi, David J. Abel , Exploiting Spatial Indexes for Semijoin-Based Join Processing in Distributed Spatial Databases , pp. 920-937, Transactions on Knowledge and Data Engineering, 2000

 

Ning An, A nand Sivasubramaniam, Narayanan Vijaykrishnan, Mahm ut T. Kandemir, Mary Jane Irwin, Sud hanva Gurumurthi, Analyzing energy behavior of spatial access methods for memory-resident data. 411-420, VLDB 2001

 

Yufei Tao, Dimit ris Papadias, MV3R-Tree: A Spatio-Temporal Access Method for Timestamp and Interval Queries, 431-440, VLDB 2001

 

Mahdi Abdelguerfi, Julie Givaudan, Kevin Shaw, Roy Ladner, The 2-3TR-tree, a trajectory-oriented index structure for fully evolving valid-time spatio-temporal datasets, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 29-34, 2002

 

7. Moving objects

 

L. Forlizzi, R.H. Guting, E. Nardelli, and M. Schneider. A Data Model and Data Structures for Moving Objects Databases. Technical Report Informatik 260, FernUniversitat Hagen, 1999.

 

 O. Wolfson, A. P. Sistla, B. Xu, J. Zhou, and S. Chamberlain. DOMINO: Databases fOr MovINg Objects tracking. In Proc. ACM SIGMOD Symp. on the Management of Data, 1999.

 

 Ouri Wolfson. Research issues on moving object databases (tutorial). In Proceedings of ACM SIGMOD Conference, page 581, Dallas, Texas, May 2000.

 

Hoda Mokhtar and Jianwen Su and Oscar Ibarra,On moving object queries: (extended abstract), Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, pp. 188-198,2002.

 

M. Cilia, A. P. Buchmann, Profiling and Service Delivery in Internet-enabled Cars, IEEE Data Engineering Bulletin 25(4), 66-70 2002.

 

K. Raptopoulou, A.N. Papadopoulos, Y. Manolopoulos ,Fast Nearest-Neighbor Query Processing in Moving-Object Databases , GeoInformatica, Volume 7, Issue 2, pp. 113-137, 2003,

 

Dieter Lang, Stephan Winter, Andrew U. Frank, Neighborhood Relations between Fields with Applications to Cellular Networks, GeoInformatica, Volume 5, Issue 2, pp. 127-144, 2001

 

Cyrus Shahabi, Mohammad R. Kolahdouzan, Mehdi Sharifzadeh ,A Road Network Embedding Technique for K-Nearest Neighbor Search in Moving Object Databases, GeoInformatica, Volume 7, Issue 3, pp. 255-273, 2003

 

Wei Zhang, Gary J. Hunter, Temporal Interpolation of Spatially Dynamic Object, GeoInformatica, Volume 4, Issue 4, pp. 403-418, 2000

 

Thomas Brinkhoff, A Framework for Generating Network-Based Moving Objects, GeoInformatica, Volume 6, Issue 2, pp. 153-180, 2002

 

Jean-Marc Saglio, José Moreira, Oporto: A Realistic Scenario Generator for Moving Objects, GeoInformatica, Volume 5, Issue 1, pp. 71-93, 2001

 

Hongjun Zhu, Jianwen Su, Oscar H. Ibarra, Trajectory queries and octagons in moving object databases, Proceedings of the eleventh international conference on Information and knowledge management, pp. 413 - 421, 2002

 

Martin Erwig, Ralf Hartmut Gu¨ting, Markus Schneider, Michalis Vazirgiannis,Spatio-Temporal Data Types: An Approach to Modeling and Querying Moving Objects in Databases, GeoInformatica, Volume 3, Issue 3, pp. 269-296, 1999

 

Dieter Pfoser, Christian S. Jensen,Indexing of network constrained moving objects, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.25-32, 2003

 

8. Spatial Data Model & Query Language

 

Hans-Peter Kriegel, Andreas M uller, Marco P otke, and Thomas Seidl. Spatial data management for computer aided design. In Proceedings of SIGMOD'01, Santa Barbara. ACM Press, 2001.

 

G. R. Hjaltason and H. Samet. Distance browsing in spatial databases. ACM Transactions on Database Systems, 24(2):265-318, June 1999.

 

F. Geerts and B. Kuijpers. Linear approximation of planar spatial databases using transitive-closure logic. In Proceedings 19th ACM Symposium on Principles of Database Systems, pp. 126-135. 2000,

 

David Gross and Michel {de Rougemont, Uniform generation in spatial constraint databases and applications (Extended abstract), Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems,254-259, 2000.

 

Barclay, T., Gray, J. and Slutz, D., Microsoft TerraServer: a spatial data warehouse. in Proceedings of the 2000 ACM SIGMOD on Management of data ACM, 307-318, 2000

 

Stefano Spaccapietra, Editorial, Spatio-Temporal Data Models and Languages, GeoInformatica, Volume 5, Issue 1, pp. 5-9, 2001

 

Donna J. Peuquet, Making Space for Time: Issues in Space-Time Data Representation, GeoInformatica, Volume 5, Issue 1, pp. 11-32, 2001

 

John F. Roddick, Fabio Grandi, Federica Mandreoli, Maria Rita Scalas, Beyond Schema Versioning: A Flexible Model for Spatio-Temporal Schema Selection, GeoInformatica, , Volume 5, Issue 1, pp. 33-50, 2001

 

Laurent Spéry, Christophe Claramunt, Thérèse Libourel, A Spatio-Temporal Model for the Manipulation of Lineage Metadata, GeoInformatica, Volume 5, Issue 1, pp. 51-70, 2001,

 

Karla A.V. Borges, Clodoveu A. Davis, Alberto H.F. Laender, OMT-G: An Object-Oriented Data Model for Geographic Applications, GeoInformatica, Volume 5, Issue 3, pp. 221-260, 2001

 

Niki Pissinou, Ivan Radev, Kia Makki, Spatio-Temporal Modeling in Video and Multimedia Geographic Information Systems, GeoInformatica, Volume 5, Issue 4, , pp. 375-409, 2001

 

G. Proietti, C. Faloutsos, Accurate Modeling of Region Data , Transactions on Knowledge and Data Engineering, pp. 874-883, 2001

 

A. Voisard, B. David , A Database Perspective on Geospatial Data Modeling,  Transactions on Knowledge and Data Engineering, pp. 226-243, 2002

 

Edward P.F. Chan , Buffer Queries,  Transactions on Knowledge and Data Engineering, pp. 895-910, 2003

 

Claire Carpentier, Michel Mainguenaud,Classifying Ambiguities in a Visual Spatial Language, GeoInformatica, Volume 6, Issue 3, pp. 285-316,2002

 

Jun Chen, Jie Jiang, An Event-Based Approach to Spatio-Temporal Data Modeling in Land Subdivision Systems, GeoInformatica, Volume 4, Issue 4, pp. 387-402, 2000

 

Nectaria Tryfona, Christian S. Jensen, Conceptual Data Modeling for Spatiotemporal Applications,pp.,GeoInformatica, Volume 3, Issue 3, pp. 245-268, 1999

 

Anders Friis-Christensen, Nectaria Tryfona, Christian S. Jensen, Requirements and Research Issues in Geographic Data Modeling, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 2-8, 2001

 

Markus Schneider, Fuzzy Topological Predicates, Their Properties, and Their Integration into Query Languages, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp.  9-14 , 2001

 

Alberto d'Onofrio, Elaheh Pourabbas, Formalization of Temporal Thematic Map Contents, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 15-20 , 2001

 

Tinghua Ai, Peter van Oosterom, A Map Generalization Model Based on Algebra Mapping Transformation, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 21-27 , 2001

 

Rosanne Price, Nectaria Tryfona, Christian S. Jensen, Modeling part-whole relationships for spatial data, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 1-8, 2000

 

Christophe Claramunt, Extending Ladkin's algebra on non-convex intervals towards an algebra on union-of regions, pp.  9-14, 2000

 

Serafino Cicerone, Paolino Di Felice, Cardinal relations between regions with a broad boundary, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 15-20, 2000

 

Markus Schneider, Metric operations on fuzzy spatial objects in databases, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 21-26, 2000

 

Karla A. V. Borges, Alberto H. F. Laender, Clodoveu A. Davis, Spatial Data Integrity Constraints in Object Oriented Geographic Data Modeling, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp.  1-6, 1999

 

Jugurta Lisboa Filho, Cirano Iochpe, Specifying Analysis Patterns for Geographic Databases on the Basis of a Conceptual Framework, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems, pp. 7-13, 1999

 

Ale Raza, Wolfgang Kainz, Cell Tuple Based Spatio-Temporal Data Model, An Object Oriented Approach, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 20-25, 1999

 

Christine Parent, Stefano Spaccapietra, Esteban Zimányi, Spatio-Temporal Conceptual Models: Data Structures + Space + Time, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp.  26-33, 1999

 

Christine Bonhomme, Claude Trépied, Marie-Aude Aufaure-Portier, Robert Laurini, A Visual Language for Querying Spatio-Temporal Databases, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 34-39, 1999

 

Vasilis Delis, Christos Makristos, Spyros Sioutas,A Provably Efficient Computational Model for Approximate Spatiotemporal Retrieval, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 40-46, 1999

 

Tycho Strijk, Marc J. van Kreveld, Practical Extensions of Point Labeling in the Slider Model ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 47-52, 1999

 

Paul Scarponcini, Generalized Model for Linear Referencing, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 53-59, 1999

 

Clodoveu A. Davis, Alberto H. F. Laender, Multiple Representations in GIS: Materialization Through Map Generalization, Geometric, and Spatial Analysis Operations, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 60-65, 1999

 

Elaheh Pourabbas, Maurizio Rafanelli, PQL: An Extended Pictorial Query Language for Querying Geographical Databases Using Positional and OLAP Operators, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 165-166, 1999

 

Anthony Stefanidis, Kristin Eickhorst, Peggy Agouris, Panos Partsinevelos,Modeling and comparing change using spatiotemporal helixes, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.86-93, 2003

 

Elena Camossi, Michela Bertolotto, Elisa Bertino, Giovanna Guerrini, A multigranular spatiotemporal data model, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.94-101, 2003

 

Laurynas Speicys, Christian S. Jensen, Augustas Kligys, Computational data modeling for network-constrained moving objects, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.118-125, 2003

 

 

9  Selectivity

 

C. Aggarwal. Hierarchical subspace sampling: A unified framework for high dimensional data reduction, selectivity estimation, and nearest neighbor search. In Proceedings of the ACM SIGMOD Conference, pp. 452-463, 2002.

 

Choi, Y., Chung, C. Selectivity Estimation for Spatio-Temporal Queries to Moving Objects. SIGMOD, 2002.

 

S. Acharya, V. Poosala, and S. Ramaswamy. Selectivity estimation in spatial databases. In Proc. ACM SIGMOD International Conf. on Management of Data, June 1999.

 

 

10 Frequent patterns

A. Evfimievski, R. Srikant, R. Agrawal and J. Gehrke, "Privacy Preserving Mining of Association Rules", Proc. of 8th ACM $IGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD), July 2002.

J. Liu, Y. Pan, K. Wang, and J. Han. Mining frequent item sets by opportunistic projection. In SIGKDD'02, July 2002. 

 

P.-N. Tan, V. Kumar, and J. Srivastava. Selecting the right interestingness measure for association patterns. In Proceedings of the Eight A CM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2002.

 

C. Bucila, J. E. Gehrke, D. Kifer, and W. White. Dualminer: A dual-pruning algorithm for itemsets with constraints. In Proc. SIGKDD 2002.

 

 Alex Tuzhilin and Bing Liu. "Querying multiple sets of discovered rules." Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2002, full paper), Edmonton, Canada, July 23-26, 2002.

 

Acharya, Swarup and Poosala, Viswanath and Ramaswamy, Sridhar, Selectivity Estimation in Spatial Databases, pp. 13-24, SIGMOD99.

 

11. Stream and time series

 

E. J. Keogh and S. Kasetty. On the need for time series data mining benchmarks: A survey and empirical demonstration. In the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,July 23 - 26, 2002.

 

12. Similarity

 

Dittrich, Jens-Peter and Seeger, Bernhard,{GESS}: a Scalable Similarity-Join Algorithm for Mining Large Data Sets in High Dimensional Spaces, KDD01 pp. 47-56,2001

 

Daniel A. Keim, Efficient geometry-based similarity search of 3D spatial databases, Proceedings of the 1999 ACM SIGMOD international conference on Management of data, 419-430, 1999.

 

Daniel A. Keim, Efficient Geometry-based Similarity Search of {3D} Spatial Databases, pp. 419-430, SIGMOD99.

 

 Tolga Bozkaya and Meral Ozsoyoglu. Indexing Large Metric Spaces for Similarity Search Queries. Association for Computing Machinery Transactions on Database System, pp. 1-34, 1999.

 

 

13. GIS

 

Claire H. Jarvis, Neil Stuart, William Cooper, Infometric and statistical diagnostics to provide artificially-intelligent support for spatial analysis: the example of interpolation , International Journal of Geographical Information Systems, 17(6), pp. 495 - 516,2003

 

Emmanuel Stefanakis ,Modelling the history of semi-structured geographical entities , International Journal of Geographical Information Systems, 17(6),pp. 517 - 546, 2003.

 

Tarek Rashed, John Weeks,Assessing vulnerability to earthquake hazards through spatial multicriteria analysis of urban areas , International Journal of Geographical Information Systems, 17(6), pp. 547 - 576, 2003.

 

Yingchun Zhou, Sunil Narumalani, William J. Waltman, Sharon W. Waltman, Michael A. Palecki , A GIS-based Spatial Pattern Analysis Model for eco-region mapping and characterization, International Journal of Geographical Information Systems, 17(5), pp. 445 - 462, 2003.

 

Peter Van Oosterom, Bart Maessen, Wilko Quak, Generic query tool for spatio-temporal data , International Journal of Geographical Information Systems, 16(8), pp. 713 - 748, 2003.

 

Dimitris Papadias, Dinos Arkoumanis, Search algorithms for multiway spatial joins , International Journal of Geographical Information Systems, 16(7), pp. 613 - 639, 2002.

 

Zhilin Li, Peizhi Huang, Quantitative measures for spatial information of maps , International Journal of Geographical Information Systems, 16(7), pp. 699 - 709, 2002.

 

Thomas J. Cova, Michael F. Goodchild, Extending geographical representation to include fields of spatial objects , International Journal of Geographical Information Systems, 16(6), pp. 509 - 532, 2002.

 

Christopher J. Moran, Elisabeth N. Bui, Spatial data mining for enhanced soil map modelling , International Journal of Geographical Information Systems, 16(6), pp. 533 - 549, 2002.

 

Nicholas A. Koncz, Teresa M. Adams,A data model for multi-dimensional transportation applications , International Journal of Geographical Information Systems, 16(6), pp. 551 - 569, 2002.

 

Carlos López ,Watermarking of digital geospatial datasets: a review of technical, legal and copyright issues , International Journal of Geographical Information Systems, 16(6),pp. 589 - 607, 2002.

 

  Gerard B. M. Heuvelink, Peter A. Burrough, Developments in statistical approaches to spatial uncertainty and its propagation , International Journal of Geographical Information Systems, 16(2),pp. 111 - 113, 2002.

 

Abhik Das, Subhash R. Lele, Gregory E. Glass, Timothy Shields, Jonathan Patz, Modelling a discrete spatial response using generalized linear mixed models: application to Lyme disease vectors, , International Journal of Geographical Information Systems, 16(2),pp. 151 - 166, 2002.

 

P. Goovaerts, Geostatistical modelling of spatial uncertainty using p-field simulation with conditional probability fields , International Journal of Geographical Information Systems, 16(2),pp. 167 - 178, 2002.

 

Nick Koudas, Efficient computation of spatial joins with intersection predicates , International Journal of Geographical Information Systems, 16(2), pp. 179 - 202, 2002.

 

David M. Theobald, Topology revisited: representing spatial relations , International Journal of Geographical Information Systems, 15(8),pp. 689 - 705 , 2001.

 

Matthew J. Ungerer, Michael F. Goodchild, Integrating spatial data analysis and GIS: a new implementation using the Component Object Model (COM) , International Journal of Geographical Information Systems, 16(1), pp. 41 - 53, 2002.

 

Hongxing Liu, Kenneth C. Jezek, Morton E. O'Kelly, Detecting outliers in irregularly distributed spatial data sets by locally adaptive and robust statistical analysis and GIS , International Journal of Geographical Information Systems, 15(8), pp. 721 - 741, 2001.

 

Donggen Wang, Tao Cheng, A spatio-temporal data model for activity-based transport demand modelling , International Journal of Geographical Information Systems, 15(6), pp. 561 - 585 , 2001.

 

Sytze de Bruin, Arnold Bregt, Marc van de Ven, Assessing fitness for use: the expected value of spatial data sets , International Journal of Geographical Information Systems, 15(5),  pp. 457 - 471, 2001.

 

Thomas Q. Zeng, Qiming Zhou,Optimal spatial decision making using GIS: a prototype of a real estate geographical information system (REGIS) , International Journal of Geographical Information Systems, 15(4), pp. 307 - 321 , 2001.

 

Juan P. Rigol, Claire H. Jarvis, Neil Stuart,Artificial neural networks as a tool for spatial interpolation , International Journal of Geographical Information Systems, 15(4), pp. 323 - 343, 2001.

 

Jun Chen, Chengming Li, Zhilin Li, Christopher Gold, A Voronoi-based 9-intersection model for spatial relations , International Journal of Geographical Information Systems, 15(3), pp. 201 - 220 , 2001.

 

Stephen Wise, Robert Haining, Jingsheng Ma, Providing spatial statistical data analysis functionality for the GIS user: the SAGE project , International Journal of Geographical Information Systems, 15(3),  pp. 239 - 254 , 2001.

 

Piotr Jankowski, Natalia Andrienko, Gennady Andrienko, Map-centred exploratory approach to multiple criteria spatial decision making , International Journal of Geographical Information Systems, 15(2), pp. 101 - 127 , 2001.

 

Wilson M. Khaemba, Alfred Stein, Use of GIS for a spatial and temporal analysis of Kenyan wildlife with generalised linear modelling , International Journal of Geographical Information Systems, 14(8), pp. 833 - 853, 2000.

 

Shaligram Pokharel, Spatial analysis of rural energy system , International Journal of Geographical Information Systems, 14(8), pp. 855 - 873, 2000.

 

Alan T. Murray, Tung-Kai Shyy, Integrating attribute and space characteristics in choropleth display and spatial data mining , International Journal of Geographical Information Systems, 14(7), pp. 649 - 667, 2000.

 

 

Zhiqiang Zhang, Daniel A. Griffith,Integrating GIS components and spatial statistical analysis in DBMSs , International Journal of Geographical Information Systems, 14(6),  pp. 543 - 566 , 2000.

 

Hedia Chakroun, Goze B. Benie, Norman T. O'Neill, Jacques Desilets, Spatial analysis weighting algorithm using Voronoi diagrams , International Journal of Geographical Information Systems, 14(4), p. 319 - 336,2000.

 

Kathleen Hornsby, Max J. Egenhofer, Identity-based change: a foundation for spatio-temporal knowledge representation , International Journal of Geographical Information Systems, 14(3), pp. 207 - 224, 2000.

 

R. M. Lark, Regression analysis with spatially autocorrelated error: simulation studies and application to mapping of soil organic matter , International Journal of Geographical Information Systems, 14(3), pp. 247 - 264, 2000.

 

S. A. Roberts, G. B. Hall, P. H. Calamai, Analysing forest fragmentation using spatial autocorrelation, graphs and GIS , International Journal of Geographical Information Systems, 14(2), pp. 185 - 204, 2000.

 

Oliver Gunther, Philippe Picouet, Jean-Marc Saglio, Michel Scholl, Vincent Oria, Benchmarking spatial joins a la carte , International Journal of Geographical Information Systems,13(7), pp. 639 - 655, 1999.

 

Alan M. Maceachren, Monica Wachowicz, Robert Edsall, Daniel Haug, Raymon Masters, Constructing knowledge from multivariate spatiotemporal data: integrating geographical visualization with knowledge discovery in database methods , International Journal of Geographical Information Systems, 13(4), pp. 311 - 334 , 1999.

 

Dimitris Papadias, Processing fuzzy spatial queries: a configuration similarity approach , International Journal of Geographical Information Systems, 13(2),pp. 93 - 118 , 1999.

 

Frederico Fonseca, Clodoveu Davis, Gilberto Câmara, Bridging Ontologies and Conceptual Schemas in Geographic Information Integration, GeoInformatica, pp. 355-378, Volume 7, Issue 4, 2003

 

Harvey J. Miller, Yi-Hwa Wu,GIS Software for Measuring Space-Time Accessibility in Transportation Planning and Analysis, GeoInformatica, Volume 4, Issue 2, pp. 141-159, 2000

 

Michael F. Goodchild, GIS and Transportation: Status and Challenges, GeoInformatica, Volume 4, Issue 2, pp. 127-139 , 2000

 

Shih-Lung Shaw, Dongmei Wang,Handling Disaggregate Spatiotemporal Travel Data in GIS, GeoInformatica, Volume 4, Issue 2, pp. 161-178,2000

 

Egemen Tanin, Frantisek Brabec, Hanan Samet, Remote access to large spatial databases, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 5-10, 2002

 

Jose Eduardo Córcoles, Pascual González, Analysis of different approaches for storing GML documents, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 11-16, 2002

 

 Cédric du Mouza, Philippe Rigaux, Web architectures for scalable moving object servers, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 17-22, 2002

 

 Omar Boucelma, Mehdi Essid, Zoé Lacroix, A WFS-based mediation system for GIS interoperability, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 23-28, 2002

 

Endreny, T.A., and E.F. Wood, "Maximizing Spatial Congruence of Observed & DEM-Delineated Overland Flow Networks", International Journal of Geographical Information Systems 17(7): 699-713, 2003.

 

Alessandra Raffaetà, Franco Turini, Chiara Renso, Enhancing GISs for spatio-temporal reasoning, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 42-48, 2002

Anirban Mondal, Masaru Kitsuregawa, Beng Chin Ooi, Kian-Lee Tan, R-tree-based Data Migration and Selv-Tuning Strategies in Shared-Nothing Spatial Databases, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 28-33, 2001

 

Cyrus Shahabi, Mohammad R. Kolahdouzan, Snehal Thakkar, José Luis Ambite, Craig A. Knoblock, Efficiently Querying Moving Objects with Pre-defined Paths in a Distrituted Environment, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 34-40, 2001

 

Jung-Rae Hwang, Ji-Hyeon Oh, Ki-Joune Li, Query Transformation Method by Dalaunay Triangulation for Multi-Source Distributed Spatial Database Systems, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 41-46, 2001

 

Shengru Tu, Xiangfeng He, Xuefeng Li, Jay J. Ratcliff, A Systematic Approach to Reduction of User-Perceived Response Time for GIS Web Services, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 47-52, 2001

 

Juan Touriño, Francisco F. Rivera, Carlos Álvarex, Cesar M. Dans, Jorge Parapar, Ramon Doallo, Marcos Boullón, Javier D. Bruguera, Rafael Crecente, Xesus P. Gonzáles, COPA: a GIS-based Tool for Land Consolidation Projects, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 53-58, 2001

 

Chen-Chieh Feng, Alexandre Sorokine, Incorporating hydrologic semantic information for interoperable GIS with hydrologic model, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 59-63, 2001

 

Richard D. Holowczak, Soon Ae Chun, Francisco J. Artigas, Vijayalakshmi Atluri, Customized Geospatial Workflows for E-Government Services, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 64-69, 2001

 

Mohamed El Adnani, Kokou Yetongnin, Djamal Bensliman, EL Hassan Abdelwahed, A Multiple Layered Functional Data Model to Support Multiple Representations and Interoperability of GIS: Application to Urban Management Systems, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems,pp. 70-75, 2001

 

Evtim Peytchev, Christophe Claramunt, Experiences in Building Decision Support Systems for Traffic and Transportation GIS, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 154-159, 2001

Adam Etches, David Parker, Sean Ince, Philip James, UTIS (Urban Transportation Information System) a geo-spatial transport database, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 83-88, 2000

 

Julie Charleux-Demargne, Christian Puech, Quality assessment for drainage networks and watershed boundaries extraction from a digital elevation model (DEM) , ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 89-94, 2000

 

Ranga Raju Vatsavai, Thomas E. Burk, B. Tyler Wilson, Shashi Shekhar, A Web-based browsing and spatial analysis system for regional natural resource analysis and mapping, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 95-101, 2000

 

Alexandre Sorokine, Kurt Ackermann, Scripting in GIS applications, experimental standards-based framework for perl, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 102-107, 2000

 

Martin Hope, Tom Chrisp, Nigel Linge, Improving co-operative working in the utility industry through mobile context aware geographic information systems, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 135-140, 2000

 

Germano Leichsenring, Kazutoshi Sumiya, Kuniaki Uehara, A location-aware graphical BBS for mobile environments, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 141-146, 2000

 

Scott T. Leutenegger, Rostislav M. Sheykhet, Mario A. Lopez, A mechanism to detect changing access patterns and automatically migrate distributed R-tree indexed multidimensional data, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 147-152, 2000

 

Bo Xu, Ouri Wolfson, Sam Chamberlain, Spatially distributed databases on sensors, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 153-160, 2000

 

Oliver Kersting, Jürgen Döllner, Interactive 3D visualization of vector data in GIS, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 107-112, 2002

 

Sergey S. Shumilov, Andreas Thomsen, Armin B. Cremers, B. Koos, Management and visualization of large, complex and time-dependent 3D objects in distributed GIS, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 113-118, 2002

 

Ingmar Rauschert, Pyush Agrawal, Rajeev Sharma, Sven Fuhrmann, Isaac Brewer, Alan M. MacEachren, Designing a human-centered, multimodal GIS interface to support emergency management, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 119-124, 2002

Shengru Tu, Liang Xu, Mahdi Abdelguerfi, Jay J. Ratcliff, Achieving interoperability for integration of heterogeneous COTS geographic information systems, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 162-167, 2002

 

Teresa Romão, Eduardo Dias, José Danado, Nuno Correia, Adelaide Trabuco, Carlos Santos, Rossana Santos, Edmundo Nobre, António S. Câmara, Luís Romer, Augmenting reality with geo-referenced information for environmental management, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 175-180, 2002

 

Ahmed Lbath, Francois Pinet, The development and customization of GIS-based applications and Web-based GIS applications with the CASE tool AIGLE, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 194-196, 2000

 

Gennady L. Andrienko, Natalia V. Andrienko, Knowledge Engineering for Automated Map Design in DESCARTES, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 66-72 , 1999

 

Glenn S. Iwerks, Hanan Samet, Integrating the Natural Environment into a GIS for Decision Support, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp.  73-78

 

Ding Zheng, Wolfgang Kainz, Fuzzy Rule Extraction from GIS Data with a Neural Fuzzy System for Decision Making, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 79-84, 1999

 

Maria Piedade G. Oliveira, Eduardo Bauzer Medeiros, Clodoveu A. Davis, Planning the Acoustic Urban Environment: A GIS-centered Approach, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 128-133, 1999

 

Arunas Stockus, Alain Bouju, Frédéric Bertrand, Patrice Boursier, Integrating GPS Data Within Embedded Internet GIS, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 134-139, 1999

 

Vished Kumar, Alejandro Bugacov, Murilo Coutinho, Robert Neches,Integrating Geographic Information Systems, Spatial Digital Libraries and Information Spaces for Conducting Humanitarian Assistance and Disaster Relief Operations in Urban Environments, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 146-151, 1999

 

Christian S. Jensen, Jan Kolárvr, Torben Bach Pedersen, Igor Timko,Nearest neighbor queries in road networks, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp. 1-8 , 2003

 

Shashi Shekhar, Jin Soung Yoo,Processing in-route nearest neighbor queries: a comparison of alternative approaches, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp. 9-16, 2003

 

Konstantin Krivoruchko, Carol A. Gotway, Alex Zhigimont,Statistical tools for regional data analysis using GIS, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.41-48, 2003

 

Emanuele Danovaro, Leila De Floriani, Paola Magillo, Mohammed Mostefa Mesmoudi, Enrico Puppo,Morphology-driven simplification and multiresolution modeling of terrains, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.63-70, 2003

 

Michael B. Gousie, Wm. Randolph Franklin,Constructing a dem from grid-based data by computing intermediate contours, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.71-77, 2003

 

Gerhard Gröger, Lutz Plümer,Exploiting 2D concepts to achieve consistency in 3D GIS applications, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.78-85, 2003

 

Xiaohua Tong, Wenzhong Shi, Dajie Liu,An error model of circular curve features in GIS, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.141-146, 2003

 

Hassan A. Karimi, Xiong Liu,A predictive location model for location-based services, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.126-133, 2003

 

Yingwei Luo, Xiaolin Wang, Zhuoqun Xu,Extension of spatial metadata and agent-based spatial Data navigation mechanism, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.102-109, 2003

 

14. Clustering

 

Cheng, Chun-hung and Fu, Ada Wai-chee and Zhang, Yi,Entropy- based Subspace Clustering for Mining Numerical Data, KDD99, pp. 84-93,1999

 

Alexander Hinneburg and Daniel A. Keim, Clustering methods for large databases: from the past to the future, Proceedings of the 1999 ACM SIGMOD international conference on Management of data, 509, 1999

 

Carlos Ordonez and Paul Cereghini. SQLEM: Fast clustering in SQL using the EM algorithm. In ACM SIGMOD Conference, pp. 559-570, 2000.

 

Peter Antal and Patrick Glenisson and Geert Fannes, On the potential of domain literature for clustering and Bayesian network learning, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 405-414,2002.

 

 Beil, Florian and Ester, Martin and Xu, Xiaowei,Frequent Term-Based Text Clustering,pp. 436-442,KDD'02.

 

Harel, David and Koren, Yehuda,Clustering Spatial Data Using Random Walks,

pp. 281-286,KDD01.

 

C. R. Palmer and C. Faloutsos. Density biased sampling: An improved method for data mining and clustering. In 2000 ACM SIGMOD International Conferenceon Management of Data, May 2000.

 

Diansheng Guo, Donna J. Peuquet, Mark Gahegan, ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata, GeoInformatica, Volume 7, Issue 3, pp. 229-253, 2003

 

Clara Pizzuti, Domenico Talia , P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets, Transactions on Knowledge and Data Engineering, pp. 629-641, 2003

 

Vladimir Estivill-Castro, Ickjai Lee, Multi-Level Clustering and its Visualization for Exploratory Spatial Analysis, GeoInformatica, Volume 6, Issue 2, pp. 123-152, 2002

 

Marta Indulska, Maria E. Orlowska, Gravity based spatial clustering, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 125-130, 2002

 

Diansheng Guo, Donna Peuquet, Mark Gahegan, Opening the black box: interactive hierarchical clustering for multivariate spatial patterns, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 131-136, 2002

 

Thomas Brinkhoff, Using a Cluster Manager in a Spatial Database System, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 136-141, 2001

 

Vladimir Estivill-Castro, Ickjai Lee, Fast Spatial Clustering with Different Metrics and in the Presence of Obstacles, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 142-147, 2001

 

Martin Breunig, Armin B. Cremers, Wolfgang Müller, Jörg Siebeck, New Methods for Topological Clustering and Spatial Access in Object-Oriented 3D Databases, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 148-153, 2001

 

Shashi Shekhar, Yan Huang, Judy Djugash, Changqing Zhou, Vector map compression: a clustering approach, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 74-80, 2002

 

 

15 Outlier Detection

Breunig S., Kriegel H.-P., Ng R., Sander J.: 'LOF: Identifying Density-Based Local Outliers', ACM SIGMOD Int. Conf. on Management of Data, Dallas, TX, 2000.

 

C. Aggarwal and P. Yu. Outlier detection for high dimensional data. In ACM SIGMOD Conference, 2001.

 

Jin, Wen and Tung, Anthony K. H. and Han, Jiawei,Mining Top-n Local Outliers in Very Large Databases, KDD01, pp. 293-298,2001

 

Shekhar, Shashi and Lu, Chang-Tien and Zhang, Pusheng,Detecting Graph-based Spatial Outliers: Algorithms and Applications, KDD01 pp. 371-376, 2001

 

R. Douglas Martin: Data mining for outliers with robust statistics. KDD Tutorials 2001

 

Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, A Unified Approach to Detecting Spatial Outliers , GeoInformatica, Volume 7, Issue 2, pp. 139-166, 2003

 

Edwin M. Knorr, Raymond T. Ng, V. Tucakov, Distance-Based Outliers: Algorithms and Applications. The VLDB Journal, Volume 8, Numbers 3-4, pp. 237-253, 2000

 

Edwin M. Knorr, Raymond T. Ng, Algorithms for Mining Distance-Based Outliers in Large Datasets., VLDB, pp. 392-403, 1998

 

Jiang Zhao, Chang-Tien Lu, Yufeng Kou,Detecting region outliers in meteorological data, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.49-55, 2003

 

16 Visualization

 

Ho, {TuBao} and Nguyen, {TrongDung} and Nguyen, {DungDuc},Visualization Support for an User-Centered {KDD} Process, KDD, pp. 519-524,2002.

 

 

Kontkanen, Petri and Lahtinen, Jussi and Myllym{\"a}ki, Petri and Tirri, Henry,Unsupervised Bayesian visualization of high-dimensional data., ,KDD00, pp. 325-329, 2000

 

Jianting Zhang, Muhammad Javed, Amir Shaheen, Le Gruenwald, Prototype for wrapping and visualizing geo-referenced data in a distributed environment using XML technology, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 27-32, 2000

Alysson Bolognesi Prado, Maria Cecília Calani Baranauskas, Claudia Bauzer Medeiros, Cartography and geographic information systems as semiotic systems: a comparative analysis, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 161-166, 2000

 

Robert Freimer, Generalized map coloring for use in geographical information systems, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 167-173, 2000

 

Suresh K. Lodha, Arvind K. Verma, Spatio-temporal visualization of urban crimes on a GIS grid, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 174-179, 2000

 

André Skupin, Ron Hagelman,Attribute space visualization of demographic change, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.56-62, 2003  

 

Glenn S. Iwerks, Hanan Samet,The internet spatial spreadsheet: enabling remote visualization of dynamic spatial data and ongoing query results over a network, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.154-160, 2003

 

17 Data Security

 

Radu Sion and Mikhail Atallah and Sunil Prabhakar, Rights protection for relational data, Proceedings of the 2003 ACM SIGMOD international conference on on Management of data, pp. 98-109, 2003.

 

 

19. Spatial and Temporal Databases

 

Shashi Shekhar, Sanjay Chawla, Siva Ravada, Andrew Fetterer, Xuan Liu, Chang-tien Lu, Spatial Databases-Accomplishments and Research Needs, Transactions on Knowledge and Data Engineering, pp. 45-55, 1999

 

Martin Erwig, Markus Schneider , Spatio-Temporal Predicates, Transactions on Knowledge and Data Engineering, pp. 881-901, 2002

 

Tamas Abraham, John F. Roddick, Survey of Spatio-Temporal Databases , GeoInformatica, Volume 3, Issue 1,  pp. 61-99, 1999

 

Zhilin Li, Yongli Li, Yong-qi Chen,Basic Topological Models for Spatial Entities in 3-Dimensional Space, GeoInformatica, Volume 4, Issue 4, pp. 419-433, 2000

 

Demin Xiong, Hui Lin, Spatial Data Handling for ITS: Perspective, Issues and Approaches, GeoInformatica, Volume 4, Issue 2, pp. 215-230, 2000

 

Jan Chomicki, Peter Z. Revesz,Constraint-based Interoperability of Spatiotemporal Databases, GeoInformatica, Volume 3, Issue 3, pp. 211-243, 1999

 

Sylvie Servigne, Thierry Ubeda, Alain Puricelli, Robert Laurini,A Methodology for Spatial Consistency Improvement of Geographic Databases, GeoInformatica, Volume 4, Issue 1, pp. 7-34, 2000

 

Flavio Bonfatti, Roberto Montanari, Paola Daniela Monari,Requirement Analysis for the Definition of Reusable Spatial Objects, GeoInformatica, Volume 3, Issue 4, pp. 305-335,1999

 

Stephan Winter, Andrew U. Frank,Topology in Raster and Vector Representation, GeoInformatica, Volume 4, Issue 1, pp. 35-65, 2000

 

David J. Abel, Volker J. Gaede, Kerry L. Taylor, Xiaofang Zhou, SMART: Towards Spatial Internet Marketplaces, GeoInformatica, Volume 3, Issue 2, pp. 141-164, 1999

 

Daniel Barbará , Mobile Computing and Databases-A Survey, Transactions on Knowledge and Data Engineering, pp. 108-117, 1999

 

Tony Griffiths, Alvaro A. A. Fernandes, Norman W. Paton, Keith T. Mason, Bo Huang, Michael F. Worboys, Chris Johnson, John G. Stell, Tripod: A Comprehensive System for the Management of Spatial and Aspatial Historical Objects, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 118-123, 2001

 

Luciana Vargas da Rocha, Nina Edelweiss, Cirano Iochpe, GeoFrame-T: A Temporal Conceptual Framework for Data Modeling, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 124-129, 2001

 

Boyan Brodaric, Mark Gahegan, Learning Geoscience Categories In Situ: Implications for Geographic Knowledge Representation, ACM-GIS 2001, Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems, pp. 130-135, 2001

 

José Moreira, Cristina Ribeiro, Talel Abdessalem, Query operations for moving objects database systems, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 108-114, 2000

 

Jürgen Döllner, Oliver Kersting, Dynamic 3D maps as visual interfaces for spatio-temporal data, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 115-120, 2000

 

Alberto Belussi, Mauro Negri, Giuseppe Pelagatti, An integrity constraints driven system for updating spatial databases, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 121-128, 2000

 

Volker Walter, Dieter Fritsch, Automated revsion of GIS databases, pp. 129-134, 2000

 

 

20. Other

 

Yong-Ju Lee, Chin-Wan Chung, The DR-tree: A Main Memory Data Structure for Complex Multi-dimensional Objects, GeoInformatica, Volume 5, Issue 2, pp. 181-207,2001

 

Bin Li, Li Zhang, Distributed Spatial Catalog Service on the CORBA Object Bus, GeoInformatica, Volume 4, Issue 3, pp. 253-269, 2000

 

Theodoros Tzouramanis, Michael Vassilakopoulos, Yannis Manolopoulos, On the Generation of Time-Evolving Regional Data, GeoInformatica, Volume 6, Issue 3, pp. 207-231,2002

 

Li Chen, Rupesh Choubey, Elke A. Rundensteiner , Merging R-Trees: Efficient Strategies for Local Bulk Insertion , GeoInformatica, Volume 6, Issue 1, pp. 7-34,2002

 

Paul Scarponcini, Generalized Model for Linear Referencing in Transportation, GeoInformatica, Volume 6, Issue 1, pp. 35-55,2002

 

Stephan Winter, Modeling Costs of Turns in Route Planning, GeoInformatica, Volume 6, Issue 4, pp. 345-361,2002

 

Mohamed F. Mokbel, Walid G. Aref, Ibrahim Kamel, Analysis of Multi-Dimensional Space-Filling Curves, GeoInformatica, Volume 7, Issue 3, pp. 179-209,2003

 

Serafino Cicerone, Eliseo Clementini, Efficient Estimation of Qualitative Topological Relations based on the Weighted Walkthroughs Model, GeoInformatica, Volume 7, Issue 3, pp. 211-227,2003

 

Alexandros Nanopoulos, Michael Vassilakopoulos, Yannis Manolopoulos, Performance Evaluation of Lazy Deletion Methods in R-trees , GeoInformatica, Volume 7, Issue 4, pp. 337-354, 2003

 

Heidi Gregersen, Christian S. Jensen, Temporal Entity-Relationship Models-A Survey , Transactions on Knowledge and Data Engineering, pp. 464-497, 1999

 

Giuseppe Sindoni, Leona rdo Tininini, Amede a Ambrosetti, Crist ina Bedeschi, St efano De Francisci, Orietta Gargano, Rosse lla Molinaro, Mario Paolucci, Paola Patteri, Pina Ticca:SIT-IN: a Real-Life Spatio-Temporal Information System, VLDB, pp. 711-712, 2001

 

Lidan Shou, Jason Chionh, Zhiyong Huang, Yixin Ruan, Kian-Lee Tan, Walking Through a Very Large Virtual Environment in Real-time, VLDB, pp. 401-410, 2001

 

Chebel Mina, MapInfo SpatialWare: A Spatial Information Server for RDBMS, VLDB, 704,1998

 

Sudhir R. Kaushik, Elke A. Rundensteiner , SEE: A Spatial Exploration Environment Based on a Direct-Manipulation Paradigm, Transactions on Knowledge and Data Engineering, pp. 654-670, 2001

 

Christian S. Jensen, Augustas Kligys, Torben Bach Pedersen, Igor Timko, Multidimensional data modeling for location-based services, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 55-61, 2002

 

Peisheng Zhao, Sarah Nusser, Leslie Miller, Design of field wrappers for mobile field data collection, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 62-67, 2002

 

Dieter Pfoser, Evaggelia Pitoura, Nectaria Tryfona, Metadata modeling in a global computing environment, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 68-73, 2002

 

Matthias Joest, Wolfgang Stille, A user-aware tour proposal framework using a hybrid optimization approach, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 81-87, 2002

 

Jianting Zhang, Le Gruenwald, Prioritized sequencing for efficient query on broadcast geographical information in mobile-computing, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 88-93, 2002

 

Cyrus Shahabi, Mohammad R. Kolahdouzan, Mehdi Sharifzadeh, A road network embedding technique for k-nearest neighbor search in moving object databases, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 94-10, 2002

 

J. Mark Ware, Ian D. Wilson, J. Andrew Ware, Christopher B. Jones, A tabu search approach to automated map generalisation, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 101-106, 2002

 

Serafino Cicerone, Eliseo Clementini, Extraction of qualitative information from the weighted walkthroughs, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems,  pp. 137-142, 2002

 

Mohamed F. Mokbel, Walid G. Aref, Ibrahim Kamel, Performance of multi-dimensional space-filling curves, ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, pp. 149-154, 2002

 

Shu-Ching Chen, Xinran Wang, Naphtali Rishe, Mark Allen Weiss, A high-performance Web-based system design for spatial data accesses, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 33-38, 2000

 

Jean Brodeur, Yvan Bédard, Marie-Josée Proulx, Modelling geospatial application databases using UML-based repositories aligned with international standards in geomatics, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 39-46, 2000

 

Jeff de La Beaujardière, Horace Mitchell, Robert G. Raskin, Ananth Rao, The NASA Digital Earth Testbed, ACM-GIS 2000, Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems,  pp. 47-53, 2000

 

Cláudio Chauke Nehme, Margareth Simões, Spatial Decision Support System for Land Assessment, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 85-90, 1999

 

Yváan J. Garcia, Mario A. Lopez, Scott T. Leutenegger, Post-Optimization and Incremental Refinement of R-Trees, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 91-96, 1999

 

Wael M. Badawy, Walid G. Aref, On Local Heuristics to Speed Up Polygon-Polygon Intersection Tests, ACM-GIS '99, Proceedings of the 7th International Symposium on Advances in Geographic Information Systems,  pp. 97-102, 1999

 

Alberto Belussi, Barbara Catania, Elisa Bertino,A reference framework for integrating multiple representations of geographical maps, ACM-GIS 2003, Proceedings of the Eleventh ACM International Symposium on Advances in Geographic Information Systems, pp.33-40, 2003