Data mining. Concepts and techniques

Micheline Kamber, Jian Pei, Jiawei Han

Publication date: 28 September 2011

Published in: The Morgan Kaufmann Series in Data Management Systems (Search for Journal in Brave)

Full work available at URL: http://www.sciencedirect.com/science/book/9780123814791

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to computer science (68-02) Computational aspects of data analysis and big data (68T09)

Related Items (only showing first 100 items - show all)

A decision making process application for the slurry production in ceramics via fuzzy cluster and data mining ⋮ Subpopulation discovery in epidemiological data with subspace clustering ⋮ Interestingness Measures for Association Rules within Groups ⋮ A FUZZY LINEAR PROGRAMMING-BASED CLASSIFICATION METHOD ⋮ Inferring range of information diffusion based on historical frequent items ⋮ Research and application on Web information retrieval based on improved FP-growth algorithm ⋮ A survey of temporal data mining ⋮ Local contrast as an effective means to robust clustering against varying densities ⋮ Software Defect Prediction by Strong Machine Learning Classifier ⋮ Constructing motion primitive sets to summarize periodic orbit families and hyperbolic invariant manifolds in a multi-body system ⋮ Formal Concept Analysis and Extensions for Complex Data Analytics ⋮ A novel weight adjustment method for handling concept-drift in data stream classification ⋮ Big data and a bewildered lay analyst ⋮ The strength of coalition in a dispersed decision support system with negotiations ⋮ Semi-parametric optimization for missing data imputation ⋮ A similarity function for feature pattern clustering and high dimensional text document classification ⋮ New methods for analyzing complex biomedical systems and signals ⋮ APPLICATION OF S-TRANSFORM FOR AUTOMATED DETECTION OF VIGILANCE LEVEL USING EEG SIGNALS ⋮ A new initialization and performance measure for the rough \(k\)-means clustering ⋮ An integrated and discriminative approach for group decision-making with probabilistic linguistic information ⋮ Approximations of intuitionistic fuzzy ideals over dual spaces by soft binary relations ⋮ A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data ⋮ EXTENSION OF THE WPM METHOD TO GROUP DECISION-MAKING ⋮ Randomization and entropy in machine learning and data processing ⋮ Performance evaluation of classification algorithms by \(k\)-fold and leave-one-out cross validation ⋮ Laplacian regularized generalized Dirichlet mixture distribution for data clustering ⋮ A clustering approach using cooperative artificial bee colony algorithm ⋮ A data-driven flight schedule optimization model considering the uncertainty of operational displacement ⋮ Synergies between operations research and data mining: the emerging use of multi-objective approaches ⋮ An I/O-Efficient Algorithm for Computing Vertex Separators on Multi-Dimensional Grid Graphs and Its Applications ⋮ Classification optimization for training a large dataset with naïve Bayes ⋮ T3C: improving a decision tree classification algorithm's interval splits on continuous attributes ⋮ Fast density-weighted low-rank approximation spectral clustering ⋮ Gaussian mixture modeling and model-based clustering under measurement inconsistency ⋮ A WAVELET APPROACH FOR CLASSIFICATION OF MICROARRAY DATA ⋮ Complexity of some problems of quadratic partitioning of a finite set of points in Euclidean space into balanced clusters ⋮ Bayes Classification for Nonstationary Patterns ⋮ A Discriminative Learning Method of TAN Classifier ⋮ Spatial cluster analysis by the Adleman-Lipton DNA computing model and flexible grids ⋮ A Novel Algorithm Based on Avoid Determining Noise Threshold in DENCLUE ⋮ Learning block-preserving graph patterns and its application to data mining ⋮ Bio-inspired optimization of sustainable energy systems: a review ⋮ A hierarchical hesitant fuzzy K-means clustering algorithm ⋮ A constructive data classification version of the particle swarm optimization algorithm ⋮ A new algorithm for clustering based on kernel density estimation ⋮ TRPL+K: Thick-Restart Preconditioned Lanczos+K Method for Large Symmetric Eigenvalue Problems ⋮ Hypergraph Clustering Using a New Laplacian Tensor with Applications in Image Processing ⋮ Development of a Framework for Analyzing Process Monitoring Data with Applications to Semiconductor Manufacturing Process ⋮ Dominance-Based Neighborhood Rough Sets and Its Attribute Reduction ⋮ Quantile-DEA classifiers with interval data ⋮ Discovering interactions using covariate informed random partition models ⋮ Classification of multi class dataset using wavelet power spectrum ⋮ Bat Algorithm with Applications to Signal, Speech, and Image Processing—A Review ⋮ SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption ⋮ A robust algorithm for solution of the fuzzy clustering problem on the basis of the fuzzy joint points method ⋮ A clustering-based feature selection method for automatically generated relational attributes ⋮ Minimized-cost cube query on heterogeneous information networks ⋮ Incomplete information imputation in limited data environments with application to disaster response ⋮ Projected Gustafson-Kessel Clustering Algorithm and Its Convergence ⋮ Credit Risk Management Using Automatic Machine Learning ⋮ Building ensemble classifiers using belief functions and OWA operators ⋮ On mining summaries by objective measures of interestingness ⋮ QCC: a novel clustering algorithm based on quasi-cluster centers ⋮ Mutual witness proximity graphs ⋮ An approach to data reduction and integrated machine classification ⋮ Chameleon based on clustering feature tree and its application in customer segmentation ⋮ A quaternion clustering framework ⋮ Communication P systems on simplicial complexes with applications in cluster analysis ⋮ Hybridization of GRASP metaheuristic with data mining techniques ⋮ Exploring complex and big data ⋮ Outlier mining based on principal component estimation ⋮ A Semantic Web Approach for Ontological Instances Analysis ⋮ Fuzzy \(c\)-means and cluster ensemble with random projection for big data clustering ⋮ An ensemble extreme learning machine for data stream classification ⋮ Adjusted concordance index: an extensionl of the adjusted rand index to fuzzy partitions ⋮ Identifying ecosystem patterns from time series of anchovy (Engraulis ringens) and sardine (Sardinops sagax) landings in northern Chile ⋮ Parallel attribute reduction in dominance-based neighborhood rough set ⋮ A sweep-line algorithm for spatial clustering ⋮ Learning with correntropy-induced losses for regression with mixture of symmetric stable noise ⋮ Mining maximal quasi‐bicliques: Novel algorithm and applications in the stock market and protein networks ⋮ A survey on unsupervised outlier detection in high‐dimensional numerical data ⋮ MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications ⋮ Multi-aspect renewable energy forecasting ⋮ Multicriteria Attractiveness Evaluation of Decision and Association Rules ⋮ Software cost estimation based on modified \(K\)-modes clustering algorithm ⋮ A critical overview of outlier detection methods ⋮ Exploiting multi-core and many-core parallelism for subspace clustering ⋮ Performance-Based Numerical Solver Selection in the Lighthouse Framework ⋮ Using economic and financial information for stock selection ⋮ Time Series Data Mining with an Application to the Measurement of Underwriting Cycles ⋮ Clustering large datasets by merging \(K\)-means solutions ⋮ A heuristic clustering algorithm for intrusion detection based on information entropy ⋮ Feature selection for better identification of subtypes of Guillain-Barré syndrome ⋮ Approximation algorithm for spherical \(k\)-means problem with penalty ⋮ A reduction algorithm meeting users' requirements. ⋮ A multidimensional information model for managing construction information ⋮ Graph theoretic and spectral analysis of Enron email data ⋮ Learning Optimal Decision Sets and Lists with SAT ⋮ Discovering credit cardholder's behavior by multiple criteria linear programming ⋮ A new approach for estimating null value in relational database

This page was built for publication: Data mining. Concepts and techniques