External Links

    Journal: Statistical Analysis and Data Mining

    Volume 2, Issue 5-6

    291 -- 293Zoran Obradovic, Huan Liu. Special issue on the best papers of SDM 09
    294 -- 310Graham Cormode, Srikanta Tirthapura, Bojian Xu. Time-decayed correlated aggregates over data streams
    311 -- 327Anton Dries, Ulrich Rückert. Adaptive concept drift detection
    328 -- 345Jianqiang Shen, Thomas G. Dietterich. A family of large margin linear classifiers and its application in dynamic environments
    346 -- 360Mario Boley, Tamás Horváth, Stefan Wrobel. Efficient discovery of interesting patterns based on strong closedness
    361 -- 377Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves. Competence-conscious associative classification
    378 -- 395Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok Srivastava, Nikunj C. Oza. Topic modeling for OLAP on multidimensional text databases: topic cube and its applications
    396 -- 411Dan Preston, Pavlos Protopapas, Carla E. Brodley. Discovering arbitrary event types in time series
    412 -- 426Shohei Hido, Hisashi Kashima, Yutaka Takahashi. Roughly balanced bagging for imbalanced data
    427 -- 444Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong. Efficient mining of distance-based subspace clusters

    Volume 2, Issue 4

    209 -- 230Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, Heikki Mannila. Randomization methods for assessing data analysis results on real-valued matrices
    231 -- 245Krishna Kummamuru, Deepak Padmanabhan, Shourya Roy, L. Venkata Subramaniam. Unsupervised segmentation of conversational transcripts
    246 -- 254Kay Penny, Thomas Chesney. Mining trauma injury data with imputed values
    255 -- 273Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu. Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks
    274 -- 290Jennifer Clarke, Bertrand Clarke. Prequential analysis of complex data with adaptive model reselection

    Volume 2, Issue 3

    147 -- 148Joseph S. Verducci. Chemogenomic insights into biological systems
    149 -- 160Munikumar R. Doddareddy, Gerard J. P. van Westen, Eelke van der Horst, Julio E. Peironcely, Frans Corthals, Adriaan P. IJzerman, Michael Emmerich, Jeremy L. Jenkins, Andreas Bender. Chemogenomics: Looking at biology through the lens of chemistry
    161 -- 174Junshui Ma, Christopher Tong, Andy Liaw, Robert P. Sheridan, John Szumiloski, Vladimir Svetnik. Generating hypotheses about molecular structure-activity relationships (SARs) by solving an optimization problem
    175 -- 185Kerby Shedden, Yang Yang, Gustavo R. Rosania. Gene expression associations with the growth inhibitory effects of small molecules on live cells: Specificity of effects and uniformity of mechanisms
    186 -- 191Xin Gao, Lina Lin, Ying Huang. Application of model selection technique in chemogenomic data analysis
    192 -- 208Yushi Liu, Joseph S. Verducci, I. Schultz, S. Hook, J. Nagler, G. Craciun, K. Sundling, W. Hayton. Time course analysis of microarray data for the pathway of reproductive development in female rainbow trout

    Volume 2, Issue 2

    88 -- 102Yushi Liu, Joseph S. Verducci. Review of statistical analyses in drug discovery and chemogenomics
    103 -- 114Eleanor J. Gardiner, Valerie J. Gillet, Maciej Haranczyk, Jérôme Hert, John D. Holliday, Nurul Malim, Yogendra Patel, Peter Willett 0002. Turbo similarity searching: Effect of fingerprint and dataset on virtual-screening performance
    115 -- 122Josef Scheiber, Jeremy L. Jenkins, Andreas Bender, Mariusz Milik, Dmitri Mikhailov, Sai Chetan K. Sukuru, Ben Cornett, Steven Whitebread, Laszlo Urban, John W. Davies, Meir Glick. SPREAD - exploiting chemical features that cause differential activity behavior
    123 -- 134Martin Vogt, Britta Nisius, Jürgen Bajorath. Predicting the similarity search performance of fingerprints and their combination with molecular property descriptors using probabilistic and information theoretic modeling
    135 -- 145S. Gardner-Lubbe, Niël J. le Roux, H. Maunders, V. Shah, S. Patwardhan. Biplot methodology in exploratory analysis of microarray data

    Volume 2, Issue 1

    1 -- 17Ryohei Fujimaki, Takayuki Nakata, Hidenori Tsukahara, Akinori Sato, Kenji Yamanishi. Mining abnormal patterns from heterogeneous time-series with irrelevant features for fault event detection
    18 -- 33Yitao Duan, John Canny. How to deal with malicious users in privacy-preserving distributed data mining
    34 -- 47Yijun Sun, Dapeng Wu. Feature extraction through local learning
    48 -- 69Souptik Datta, Hillol Kargupta. A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network
    70 -- 86Shunsuke Hirose, Kenji Yamanishi. Latent variable mining with its applications to anomalous behavior detection
    runs on