相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Effects of drift and noise on the optimal sliding window size for data stream regression models
Katharina Tschumitschew et al.
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS (2017)
Tracking Time Evolving Data Streams for Short-Term Traffic Forecasting
Amr Abdullatif et al.
DATA SCIENCE AND ENGINEERING (2017)
DCC: a framework for dynamic granular clustering
Georg Peters et al.
GRANULAR COMPUTING (2016)
Comparing Fuzzy Clusterings in High Dimensionality
Stefano Rovetta et al.
CLUSTERING HIGH-DIMENSIONAL DATA, CHDD 2012 (2015)
Evolving Gustafson-Kessel Possibilistic c-Means Clustering
Igor Skrjanc et al.
INNS CONFERENCE ON BIG DATA 2015 PROGRAM (2015)
Incremental Fuzzy Clustering With Multiple Medoids for Large Data
Yangtao Wang et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2014)
On Density-Based Data Streams Clustering Algorithms: A Survey
Amineh Amini et al.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY (2014)
Online fuzzy medoid based clustering algorithms
Nicolas Labroche
NEUROCOMPUTING (2014)
Data Stream Clustering: A Survey
Jonathan A. Silva et al.
ACM COMPUTING SURVEYS (2013)
Incremental Learning of Concept Drift from Streaming Imbalanced Data
Gregory Ditzler et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2013)
A particle filter driven dynamic Gaussian mixture model approach for complex process monitoring and fault diagnosis
Jie Yu
JOURNAL OF PROCESS CONTROL (2012)
Applying the Possibilistic c-Means Algorithm in Kernel-Induced Spaces
Maurizio Filippone et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2010)
A Martingale Framework for Detecting Changes in Data Streams by Testing Exchangeability
Shen-Shyang Ho et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2010)
Incremental clustering of dynamic data streams using connectivity based representative points
Sebastian Luehr et al.
DATA & KNOWLEDGE ENGINEERING (2009)
A survey of kernel and spectral methods for clustering
Maurizio Filippone et al.
PATTERN RECOGNITION (2008)
Shared farthest neighbor approach to clustering of high dimensionality, low cardinality data
Stefano Rovetta et al.
PATTERN RECOGNITION (2006)
Soft transition from probabilistic to possibilistic fuzzy clustering
Francesco Masulli et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2006)
Unsupervised possibilistic clustering
MS Yang et al.
PATTERN RECOGNITION (2006)
Survey of clustering algorithms
R Xu et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS (2005)
Clustering data streams: Theory and practice
S Guha et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2003)
Fast accurate fuzzy clustering through data reduction
S Eschrich et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2003)
CLARANS: A method for clustering objects for spatial data mining
RT Ng et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2002)
Permutation tests for equality of distributions in high-dimensional settings
P Hall et al.
BIOMETRIKA (2002)