Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification

BIRCH: an efficient data clustering method for very large databases

SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data

Efficiently supporting ad hoc queries in large datasets of time sequences

SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data

OPTICS: ordering points to identify the clustering structure

SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data

Fast algorithms for projected clustering

SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data

Clustering techniques for large data sets—from the past to the future

KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Information retrieval on the web

ACM Computing Surveys (CSUR)

Mining frequent neighboring class sets in spatial databases

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

An efficient and effective algorithm for density biased sampling

Proceedings of the eleventh international conference on Information and knowledge management

BIRCH: A New Data Clustering Algorithm and Its Applications

Data Mining and Knowledge Discovery

Discovery Visualization Using Fast Clustering

IEEE Computer Graphics and Applications

Data Mining: An Overview from a Database Perspective

IEEE Transactions on Knowledge and Data Engineering

CLARANS: A Method for Clustering Objects for Spatial Data Mining

IEEE Transactions on Knowledge and Data Engineering

DynDex: a dynamic and non-metric space indexer

Proceedings of the tenth ACM international conference on Multimedia

Fast Hierarchical Clustering Based on Compressed Data and OPTICS

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Incremental Clustering for Mining in a Data Warehousing Environment

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering

VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases

INSITE: A Tool for Interpreting Users? Interaction with a Web Space

VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases

C2P: Clustering based on Closest Pairs

Proceedings of the 27th International Conference on Very Large Data Bases

Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW

COMPSAC '00 24th International Computer Software and Applications Conference

Robust Clustering of Large Geo-referenced Data Sets

PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining

Data Mining Techniques for Associations, Clustering and Classification

PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining

Data Mining and Personalization Technologies

DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications

Data Structures for Minimization of Total Within-Group Distance for Spatio-temporal Clustering

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

STING: A Statistical Information Grid Approach to Spatial Data Mining

VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases

Similarity measure and instance selection for collaborative filtering

WWW '03 Proceedings of the 12th international conference on World Wide Web

Data mining tasks and methods: spatial analysis

Handbook of data mining and knowledge discovery

Connectionist and evolutionary models for learning, discovering and forecasting software effort

Managing data mining technologies in organizations

Performing boundary shape matching in spatial data

CASCON '96 Proceedings of the 1996 conference of the Centre for Advanced Studies on Collaborative research

A bibliography of temporal, spatial and spatio-temporal data mining research

ACM SIGKDD Explorations Newsletter

Mining confident co-location rules without a support threshold

Proceedings of the 2003 ACM symposium on Applied computing

A top-down approach for density-based clustering using multidimensional indexes

Journal of Systems and Software - Special issue: Performance modeling and analysis of computer systems and networks

Size equivalent cluster trees (SEC-Trees) realtime rendering of large industrial scenes

AFRIGRAPH '06 Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa

Indexed-based density biased sampling for clustering applications

Data & Knowledge Engineering

Similarity Measure and Instance Selection for Collaborative Filtering

International Journal of Electronic Commerce

Accelerating k-medoid-based algorithms through metric access methods

Journal of Systems and Software

Tree-based partition querying: a methodology for computing medoids in large spatial datasets

The VLDB Journal — The International Journal on Very Large Data Bases

Effective Spatial Characterization System Using Density-Based Clustering

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

Spatially enabled customer segmentation using a data classification method with uncertain predicates

Decision Support Systems

Using trees to depict a forest

Proceedings of the VLDB Endowment

A novel manufacturing defect detection method using association rule mining techniques

Expert Systems with Applications: An International Journal

Optimal matching between spatial datasets under capacity constraints

ACM Transactions on Database Systems (TODS)

Optimization on Lie manifolds and pattern recognition

Pattern Recognition

Continuous medoid queries over moving objects

SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Focusing solutions for data mining: analytical studies and experimental results in real-world domains

Co-location pattern mining for unevenly distributed data: algorithm, experiments and applications

International Journal of Computational Science and Engineering

Optimizing collaborative filtering by interpolating the individual and group behaviors

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development

Medoid queries in large spatial databases

SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases

Finding representative nodes in probabilistic graphs

Bisociative Knowledge Discovery

An OLAM-based framework for complex knowledge pattern discovery in distributed-and-heterogeneous-data-sources and cooperative information systems

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery

Graphical method to find optimal cluster centroid for two-variable linear functions of concept-drift categorical data

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology