Clustering For Data Mining: A Data Recovery Approach (Chapman & Hall/Crc Computer Science)

Can exclusive clustering on streaming data be achieved?

ACM SIGKDD Explorations Newsletter

DIVCLUS-T: A monothetic divisive hierarchical clustering method

Computational Statistics & Data Analysis

A convergence theorem for the fuzzy subspace clustering (FSC) algorithm

Pattern Recognition

Sequence-based clustering for Web usage mining: A new experimental framework and ANN-enhanced K-means algorithm

Data & Knowledge Engineering

Harnessing user contributions and dynamic profiling to better satisfy individual information search needs

International Journal of Web and Grid Services

Non-stationary Data Mining: The Network Security Issue

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Learning Patterns from Clusters Using Reduct

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing

A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model

ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications

Pascal Poncelet, Florent Masseglia, Maguelonne Teisseire: Successes and New Directions in Data Mining

Information Retrieval

Visual exploration of categorical and mixed data sets

Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration

Integrating Data Mining and Agent Based Modeling and Simulation

ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects

Multiple correspondence analysis for "tall" data sets

Intelligent Data Analysis

Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images

DS '09 Proceedings of the 12th International Conference on Discovery Science

Combinatorial Systems Evolution: Example of Standard for Multimedia Information

Informatica

Experiments for the number of clusters in K-means

EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence

Segmentation of upwelling regions in sea surface temperature images via unsupervised fuzzy clustering

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

Visual analysis of mixed data sets using interactive quantification

ACM SIGKDD Explorations Newsletter

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index

Pattern Recognition

A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings

Data Mining and Knowledge Discovery

Selecting Reference Set in Disaggregation Aggregation Multicriteria Decision Aid Approach Utilizing Clustering Techniques with Dissimilarity Thresholds

Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade

Qualitative modeling of dynamical systems employing continuous-time recurrent fuzzy systems

Fuzzy Sets and Systems

Data aggregation for p-median problems

Journal of Combinatorial Optimization

Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications

Intelligent Data Analysis

Four-layer framework for combinatorial optimization problems domain

Advances in Engineering Software

Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices

Information Sciences: an International Journal

Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering

Pattern Recognition

EasyTracker: automatic transit tracking, mapping, and arrival time prediction using smartphones

Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems

An architecture for component-based design of representative-based clustering algorithms

Data & Knowledge Engineering

Automated computational delimitation of SST upwelling areas using fuzzy clustering

Computers & Geosciences

Complexity evaluation of benchmark instances for the p-median problem

Mathematical and Computer Modelling: An International Journal

Book review: Review of "Introduction to clustering large and high-dimensional data" by J. Kogan

Computer Science Review

An extensive comparative study of cluster validity indices

Pattern Recognition

Towards hierarchical clustering

CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications

Weighting features for partition around medoids using the minkowski metric

IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis

On initializations for the minkowski weighted k-means

IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis

Evaluation of malware clustering based on its dynamic behaviour

AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87

A survey on smartphone-based systems for opportunistic user context recognition

ACM Computing Surveys (CSUR)

An empirical evaluation of different initializations on the number of k-means iterations

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I

Input variable selection in time-critical knowledge integration applications: A review, analysis, and recommendation paper

Advanced Engineering Informatics

Unsupervised categorization of human motion sequences

Intelligent Data Analysis