Incremental Clustering for Mining in a Data Warehousing Environment

OPTICS: ordering points to identify the clustering structure

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

Multi-dimensional selectivity estimation using compressed histogram information

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

Scalable algorithms for mining large databases

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

Entropy-based subspace clustering for mining numerical data

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

Clustering transactions using large items

Proceedings of the eighth international conference on Information and knowledge management

Mining high-speed data streams

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

High performance clustering based on the similarity join

Proceedings of the ninth international conference on Information and knowledge management

Clustering user queries of a search engine

Proceedings of the 10th international conference on World Wide Web

Mining frequent neighboring class sets in spatial databases

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

Query clustering using user logs

ACM Transactions on Information Systems (TOIS)

Mining data streams under block evolution

ACM SIGKDD Explorations Newsletter

On Clustering Validation Techniques

Journal of Intelligent Information Systems

An Approach to Active Spatial Data Mining Based on Statistical Information

IEEE Transactions on Knowledge and Data Engineering

DEMON: Mining and Monitoring Evolving Data

IEEE Transactions on Knowledge and Data Engineering

Finding Localized Associations in Market Basket Data

IEEE Transactions on Knowledge and Data Engineering

Redefining Clustering for High-Dimensional Applications

IEEE Transactions on Knowledge and Data Engineering

A scalable, incremental learning algorithm for classification problems

Computers and Industrial Engineering

A Data Set Oriented Approach for Clustering Algorithm Selection

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

Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases

DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery

Monitoring Change in Mining Results

DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery

Fully Dynamic Clustering of Metric Data Sets

BNCOD 19 Proceedings of the 19th British National Conference on Databases: Advances in Databases

A Fast Algorithm for Density-Based Clustering in Large Database

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

A Machine Learning Algorithm Based on Supervised Clustering and Classification

AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology

Geometric Algorithms for Density-Based Data Clustering

ESA '02 Proceedings of the 10th Annual European Symposium on Algorithms

An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Mining and monitoring evolving data

Handbook of massive data sets

Enabling Personalized Recommendation on the Web Based on User Interests and Behaviors

RIDE '01 Proceedings of the 11th International Workshop on research Issues in Data Engineering

THESUS: Organizing Web document collections based on link semantics

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

SEWeP: using site semantics and a taxonomy to enhance the Web personalization process

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

Towards NIC-based intrusion detection

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

Incremental, Online, and Merge Mining of Partial Periodic Patterns in Time-Series Databases

IEEE Transactions on Knowledge and Data Engineering

Statistical grid-based clustering over data streams

ACM SIGMOD Record

Incremental and effective data summarization for dynamic hierarchical clustering

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Web personalization integrating content semantics and navigational patterns

Proceedings of the 6th annual ACM international workshop on Web information and data management

Clustering in Dynamic Spatial Databases

Journal of Intelligent Information Systems

A supervised clustering algorithm for computer intrusion detection

Knowledge and Information Systems

Unsupervised clustering on dynamic databases

Pattern Recognition Letters

ST-DBSCAN: An algorithm for clustering spatial-temporal data

Data & Knowledge Engineering

A partitional clustering algorithm validated by a clustering tendency index based on graph theory

Pattern Recognition

Cell trees: An adaptive synopsis structure for clustering multi-dimensional on-line data streams

Data & Knowledge Engineering

A clustering method to distribute a database on a grid

Future Generation Computer Systems

Weighted order-dependent clustering and visualization of web navigation patterns

Decision Support Systems

Incremental learning and concept drift in INTHELEX

Intelligent Data Analysis

Immune-inspired incremental feature selection technology to data streams

Applied Soft Computing

Sharing experiences to learn user characteristics in dynamic environments with sparse data

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems

Cluster By: a new sql extension for spatial data aggregation

Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems

The heavy frequency vector-based text clustering

International Journal of Business Intelligence and Data Mining

Mining multiple-level fuzzy blocks from multidimensional data

Fuzzy Sets and Systems

Designing an inductive data stream management system: the stream mill experience

SSPS '08 Proceedings of the 2nd international workshop on Scalable stream processing system

Incremental clustering of mixed data based on distance hierarchy

Expert Systems with Applications: An International Journal

Dynamic data assigning assessment clustering of streaming data

Applied Soft Computing

Sensing and using social context

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

A spot-matching framework for improving matching accuracy in protein 2-DE gel image analysis

IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications

Incremental clustering of dynamic data streams using connectivity based representative points

Data & Knowledge Engineering

NPClu: An approach for clustering spatially extended objects

Intelligent Data Analysis

Neighbor-based pattern detection for windows over streaming data

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology

On exploiting the power of time in data mining

ACM SIGKDD Explorations Newsletter

A new clustering approach using similarity of patterns texture

Intelligent Data Analysis

Approximate minimum spanning tree clustering in high-dimensional space

Intelligent Data Analysis

Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

Incremental Document Clustering Based on Graph Model

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

Using AI for e-government automatic assessment of immigration application forms

IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2

Distributed clustering based on sampling local density estimates

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

A landmark extraction method for protein 2DE gel images based on multi-dimensional clustering

Artificial Intelligence in Medicine

Efficient approach for incremental Vietnamese document clustering

Proceedings of the eleventh international workshop on Web information and data management

Unsupervised context detection using wireless signals

Pervasive and Mobile Computing

A particle-and-density based evolutionary clustering method for dynamic networks

Proceedings of the VLDB Endowment

A shared execution strategy for multiple pattern mining requests over streaming data

Proceedings of the VLDB Endowment

A statistics-based approach to control the quality of subclusters in incremental gravitational clustering

Pattern Recognition

Optimized clustering for anomaly intrusion detection

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

Anomaly detection scheme using data mining in mobile environment

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartII

Anomaly intrusion detection based on dynamic cluster updating

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Computation of generic features for object classification

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision

INCRAIN: an incremental approach for the gravitational clustering

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Beyond online aggregation: parallel and incremental data mining with online Map-Reduce

Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud

Connectivity based stream clustering using localised density exemplars

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Stateful bulk processing for incremental analytics

Proceedings of the 1st ACM symposium on Cloud computing

Agent-based distributed data mining: the KDEC scheme

Intelligent information agents

Towards subspace clustering on dynamic data: an incremental version of PreDeCon

Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques

Discovery of evolving convoys

SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management

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

International Journal of Computational Science and Engineering

How clustering can be useful to supermarkets?

TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics

Comparing clustering techniques for telecom churn management

TELE-INFO'06 Proceedings of the 5th WSEAS international conference on Telecommunications and informatics

Toward intelligent data warehouse mining: An ontology-integrated approach for multi-dimensional association mining

Expert Systems with Applications: An International Journal

Density based subspace clustering over dynamic data

SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management

CLUES: a unified framework supporting interactive exploration of density-based clusters in streams

Proceedings of the 20th ACM international conference on Information and knowledge management

Probabilistic near-duplicate detection using simhash

Proceedings of the 20th ACM international conference on Information and knowledge management

Summarization and matching of density-based clusters in streaming environments

Proceedings of the VLDB Endowment

Modified adaptive resonance theory network for mixed data based on distance hierarchy

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV

Shared execution strategy for neighbor-based pattern mining requests over streaming windows

ACM Transactions on Database Systems (TODS)

Exploiting cluster analysis for constructing multi-dimensional histograms on both static and evolving data

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology

Incremental clustering for trajectories

DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II

Dynamic incremental data summarization for hierarchical clustering

WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management

Temporal evolution and local patterns

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection

A novel fuzzy-connectedness-based incremental clustering algorithm for large databases

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

An incremental data stream clustering algorithm based on dense units detection

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

On discovering moving clusters in spatio-temporal data

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

A novel clustering method based on spatial operations

BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling

Adaptive web usage profiling

WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis

Dense subgraph maintenance under streaming edge weight updates for real-time story identification

Proceedings of the VLDB Endowment

Introducing semantics in web personalization: the role of ontologies

EWMF'05/KDO'05 Proceedings of the 2005 joint international conference on Semantics, Web and Mining

Mining spatio-temporal information on microblogging streams using a density-based online clustering method

Expert Systems with Applications: An International Journal

Dynamic clustering with soft computing

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Leveraging network structure for incremental document clustering

APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications

Unsupervised and supervised learning to evaluate event relatedness based on content mining from social-media streams

Expert Systems with Applications: An International Journal

A density-based clustering structure mining algorithm for data streams

Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

ARIEL: automatic wi-fi based room fingerprinting for indoor localization

Proceedings of the 2012 ACM Conference on Ubiquitous Computing

Alternative rule induction methods based on incremental object using rough set theory

Applied Soft Computing

Dynamic topography information landscapes: an incremental approach to visual knowledge discovery

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery

Credit-Card fraud profiling using a hybrid incremental clustering methodology

SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management

Knowledge augmentation via incremental clustering: new technology for effective knowledge management

International Journal of Business Information Systems

Mining neighbor-based patterns in data streams

Information Systems

Dynamic credit-card fraud profiling

MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence

Density-based Community Identification and Visualisation

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)

Incremental shared nearest neighbor density-based clustering

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

Leveraging microblogging big data with a modified density-based clustering approach for event awareness and topic ranking

Journal of Information Science

Mining group movement patterns

Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

A framework of traveling companion discovery on trajectory data streams

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining

NetCluster: A clustering-based framework to analyze internet passive measurements data

Computer Networks: The International Journal of Computer and Telecommunications Networking

Hierarchical co-clustering: off-line and incremental approaches

Data Mining and Knowledge Discovery

Event identification in web social media through named entity recognition and topic modeling

Data & Knowledge Engineering