External Links

    Journal: Statistical Analysis and Data Mining

    Volume 5, Issue 6

    477 -- 0Joseph S. Verducci. Prize Winning Papers on Statistical Learning and Data Mining
    478 -- 492Georg M. Goerg. Testing for white noise against locally stationary alternatives
    493 -- 508Wonyul Lee, Ying Du, Wei Sun, David Neil Hayes, Yufeng Liu. Multiple Response Regression for Gaussian Mixture Models with Known Labels
    509 -- 522XiangXin Zhu, Max Welling, Fang Jin, John S. Lowengrub. Predicting simulation parameters of biological systems using a Gaussian process model
    523 -- 530Yiping Yuan, Xiaotong Shen, Wei Pan. Maximum Likelihood Estimation Over Directed Acyclic Gaussian Graphs

    Volume 5, Issue 5

    363 -- 387Arthur Zimek, Erich Schubert, Hans-Peter Kriegel. A survey on unsupervised outlier detection in high-dimensional numerical data
    388 -- 398Richard Emilion. Unsupervised classification and analysis of objects described by nonparametric probability distributions
    399 -- 409Qingzhao Yu, Bin Li, Zhide Fang, Lu Peng. Model guided adaptive design and analysis in computer experiment
    410 -- 427Chandrika Kamath, Ya-Ju Fan. Using data mining to enable integration of wind resources on the power grid
    428 -- 445Yue Han, Lei Yu. A variance reduction framework for stable feature selection
    446 -- 462Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne. Peer-to-peer distributed text classifier learning in PADMINI
    463 -- 476Anna Fowler, Nicholas A. Heard. On two-way Bayesian agglomerative clustering of gene expression data

    Volume 5, Issue 4

    243 -- 264Michael Salter-Townshend, A. White, I. Gollini, T. B. Murphy. Review of statistical network analysis: models, algorithms, and software
    265 -- 283Geng Li, Murat Semerci, Bülent Yener, Mohammed J. Zaki. Effective graph classification based on topological and label attributes
    284 -- 303Esther Galbrun, Pauli Miettinen. From black and white to full color: extending redescription mining outside the Boolean world
    304 -- 321Brian McWilliams, Giovanni Montana. Multi-view predictive partitioning in high dimensions
    322 -- 335Maria Rosaria D'Esposito, Francesco Palumbo, Giancarlo Ragozini. Interval Archetypes: A New Tool for Interval Data Analysis
    336 -- 348Jeongyoun Ahn, Muliang Peng, Cheolwoo Park, Yongho Jeon. A resampling approach for interval-valued data regression
    349 -- 362Daniel Peña, Júlia Viladomat, Ruben H. Zamar. Nearest-neighbors medians clustering

    Volume 5, Issue 3

    177 -- 0Edward J. Wegman. Special issue of statistical analysis and data mining
    178 -- 186Carey E. Priebe, Jeffrey L. Solka, David J. Marchette, Avory C. Bryant. Quantitative Horizon Scanning for Mitigating Technological Surprise: Detecting the Potential for Collaboration at the Interface
    187 -- 193Zhiliang Ma, David J. Marchette, Carey E. Priebe. Fusion and inference from multiple data sources in a commensurate space
    194 -- 204Jian Zou, Alan F. Karr, David Banks, Matthew J. Heaton, Gauri Datta, James Lynch, Francisco Vera. Bayesian methodology for the analysis of spatial-temporal surveillance data
    205 -- 217Courtney D. Corley, Robert M. Farber, William N. Reynolds. Thought leaders during crises in massive social networks
    218 -- 234Abel Rodríguez. Modeling the dynamics of social networks using Bayesian hierarchical blockmodels
    235 -- 242David A. Johannsen, David J. Marchette. Betti numbers of graphs with an application to anomaly detection

    Volume 5, Issue 2

    93 -- 94Joseph S. Verducci. Introduction to Volume 5 Issue 2
    95 -- 99Volodymyr Melnykov. Efficient estimation in model-based clustering of Gaussian regression time series
    100 -- 113Zhen Hu, Raj Bhatnagar. Clustering algorithm based on mutual K-nearest neighbor relationships
    114 -- 127Yoshinobu Kawahara, Masashi Sugiyama. Sequential change-point detection based on direct density-ratio estimation
    128 -- 138Yuexiao Dong, Liping Zhu. A note on sliced inverse regression with missing predictors
    139 -- 166Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis, David J. Hand. Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification
    167 -- 176Tong Tong Wu, Yichao Wu. Nonlinear vertex discriminant analysis with reproducing kernels

    Volume 5, Issue 1

    1 -- 2Chris Clifton, Takashi Washio. Special issue on the best papers of SDM'11
    3 -- 15Hanghang Tong, Ching-Yung Lin. Non-negative residual matrix factorization: problem definition, fast solutions, and applications
    16 -- 34Charu C. Aggarwal, Nan Li. On supervised mining of dynamic content-based networks
    35 -- 53Nuno Castro, Paulo J. Azevedo. Significant motifs in time series
    54 -- 69Fei Wang 0001, Jimeng Sun, Shahram Ebadollahi. Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment
    70 -- 89Rikiya Takahashi. Sequential minimal optimization in convex clustering repetitions
    90 -- 91Robert A. Stine. Making room for the modeler in data mining
    runs on