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Volumn 24, Issue , 2005, Pages 1-46

Statistical Data Mining

Author keywords

algorithmic complexity; artificial neural systems; clustering; dimensionality reduction; statistical pattern recognition

Indexed keywords


EID: 67649649938     PISSN: 01697161     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0169-7161(04)24001-9     Document Type: Review
Times cited : (4)

References (57)
  • 2
    • 84969347428 scopus 로고    scopus 로고
    • A penalty function method for simplifying adaptive mixtures density estimates
    • Ahn S., and Wegman E.J. A penalty function method for simplifying adaptive mixtures density estimates. Comput. Sci. Statist. 30 (1998) 134-143
    • (1998) Comput. Sci. Statist. , vol.30 , pp. 134-143
    • Ahn, S.1    Wegman, E.J.2
  • 3
    • 0036004138 scopus 로고    scopus 로고
    • Compressing massive geophysical datasets using vector quantization
    • Braverman A. Compressing massive geophysical datasets using vector quantization. J. Comput. Graph. Statist. 11 1 (2002) 44-62
    • (2002) J. Comput. Graph. Statist. , vol.11 , Issue.1 , pp. 44-62
    • Braverman, A.1
  • 4
    • 67649637661 scopus 로고    scopus 로고
    • Computational methods for high-dimensional rotations in data visualization
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Buja A., Cook D., Asimov D., and Hurley C. Computational methods for high-dimensional rotations in data visualization. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Buja, A.1    Cook, D.2    Asimov, D.3    Hurley, C.4
  • 5
    • 67649635620 scopus 로고    scopus 로고
    • Some recent graphics templates and software for showing statistical summaries
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Carr D.B. Some recent graphics templates and software for showing statistical summaries. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Carr, D.B.1
  • 6
    • 0007940477 scopus 로고
    • EXPLOR4: A program for exploring four-dimensional data
    • Cleveland W.S., and McGill M.E. (Eds), Wadsworth, Belmont, CA
    • Carr D.B., and Nicholson W.L. EXPLOR4: A program for exploring four-dimensional data. In: Cleveland W.S., and McGill M.E. (Eds). Dynamic Graphics for Statistics (1988), Wadsworth, Belmont, CA 309-329
    • (1988) Dynamic Graphics for Statistics , pp. 309-329
    • Carr, D.B.1    Nicholson, W.L.2
  • 8
    • 67649649932 scopus 로고    scopus 로고
    • Data visualization and virtual reality
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Chen J.X. Data visualization and virtual reality. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Chen, J.X.1
  • 12
    • 0016102310 scopus 로고
    • A projection pursuit algorithm for exploratory data analysis
    • Friedman J.H., and Tukey J.W. A projection pursuit algorithm for exploratory data analysis. IEEE Trans. Comput. C-23 9 (1974) 881-889
    • (1974) IEEE Trans. Comput. , vol.C-23 , Issue.9 , pp. 881-889
    • Friedman, J.H.1    Tukey, J.W.2
  • 13
    • 67649660203 scopus 로고    scopus 로고
    • Pattern recognition
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Hand D.J. Pattern recognition. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Hand, D.J.1
  • 15
    • 0039365159 scopus 로고
    • Dodge Y., and Whittaker J. (Eds). Computational Statistics, vol. 2, Physica, Heidelberg
    • Huber P.J. Issues in computational data analysis. In: Dodge Y., and Whittaker J. (Eds). Computational Statistics, vol. 2 (1992), Physica, Heidelberg
    • (1992) Issues in computational data analysis
    • Huber, P.J.1
  • 16
    • 85079939998 scopus 로고
    • Dutter R., and Grossmann W. (Eds). Compstat 1994: Proceedings, Physica, Heidelberg
    • Huber P.J. Huge data sets. In: Dutter R., and Grossmann W. (Eds). Compstat 1994: Proceedings (1994), Physica, Heidelberg
    • (1994) Huge data sets
    • Huber, P.J.1
  • 17
    • 67649639655 scopus 로고    scopus 로고
    • Multivariate outlier detection and robustness
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Hubert M., Rousseeuw P.J., and Van Aelst S. Multivariate outlier detection and robustness. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Hubert, M.1    Rousseeuw, P.J.2    Van Aelst, S.3
  • 18
    • 0041973037 scopus 로고
    • PhD thesis. Department of Mathematical Sciences, Rice University
    • Jee, J.R. (1985). A Study of Projection Pursuit Methods. PhD thesis. Department of Mathematical Sciences, Rice University
    • (1985) A Study of Projection Pursuit Methods
    • Jee, J.R.1
  • 19
    • 67649650451 scopus 로고
    • Exploratory projection pursuit using nonparametric density estimation
    • American Statistical Association, Alexandria, VA
    • Jee J.R. Exploratory projection pursuit using nonparametric density estimation. Proceedings of the Statistical Computing Section (1987), American Statistical Association, Alexandria, VA 335-339
    • (1987) Proceedings of the Statistical Computing Section , pp. 335-339
    • Jee, J.R.1
  • 21
    • 0742283112 scopus 로고    scopus 로고
    • Data compression by geometric quantization
    • Akritas M.G., and Politis D.N. (Eds), Elsevier (North-Holland)
    • Khumbah N.-A., and Wegman E.J. Data compression by geometric quantization. In: Akritas M.G., and Politis D.N. (Eds). Recent Advances and Trends in Nonparametric Statistics (2003), Elsevier (North-Holland) 35-48
    • (2003) Recent Advances and Trends in Nonparametric Statistics , pp. 35-48
    • Khumbah, N.-A.1    Wegman, E.J.2
  • 22
    • 0003834557 scopus 로고
    • Freeman, New York
    • Maar D. Vision (1982), Freeman, New York
    • (1982) Vision
    • Maar, D.1
  • 24
    • 67649673993 scopus 로고    scopus 로고
    • Statistical analysis of network data for cybersecurity
    • Marchette D.J., and Wegman E.J. Statistical analysis of network data for cybersecurity. Chance 17 1 (2004) 8-18
    • (2004) Chance , vol.17 , Issue.1 , pp. 8-18
    • Marchette, D.J.1    Wegman, E.J.2
  • 25
    • 67649670115 scopus 로고    scopus 로고
    • Fast algorithms for classification using class cover catch digraphs
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Marchette D.J., Wegman E.J., and Priebe C.E. Fast algorithms for classification using class cover catch digraphs. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Marchette, D.J.1    Wegman, E.J.2    Priebe, C.E.3
  • 26
    • 0042982227 scopus 로고    scopus 로고
    • The data image: A tool for exploring high dimensional data sets
    • American Statistical Association, Alexandria, VA
    • Minnotte M., and West W. The data image: A tool for exploring high dimensional data sets. Proceedings of Section on Statistical Graphics (1998), American Statistical Association, Alexandria, VA
    • (1998) Proceedings of Section on Statistical Graphics
    • Minnotte, M.1    West, W.2
  • 27
    • 0001897347 scopus 로고
    • Topography of the layer of rods and cones in the human retina
    • Osterberg G. Topography of the layer of rods and cones in the human retina. Acta Ophthal. suppl. 6 (1935) 1-103
    • (1935) Acta Ophthal. , Issue.SUPPL. 6 , pp. 1-103
    • Osterberg, G.1
  • 28
    • 8644246754 scopus 로고    scopus 로고
    • A deterministic method for robust estimation of multivariate location and shape
    • Poston W.L., Wegman E.J., Priebe C.E., and Solka J.L. A deterministic method for robust estimation of multivariate location and shape. J. Comput. Graph. Statist. 6 3 (1997) 300-313
    • (1997) J. Comput. Graph. Statist. , vol.6 , Issue.3 , pp. 300-313
    • Poston, W.L.1    Wegman, E.J.2    Priebe, C.E.3    Solka, J.L.4
  • 29
    • 21844494777 scopus 로고
    • Adaptive mixtures
    • Priebe C.E. Adaptive mixtures. J. Amer. Statist. Assoc. 98 427 (1994) 796-806
    • (1994) J. Amer. Statist. Assoc. , vol.98 , Issue.427 , pp. 796-806
    • Priebe, C.E.1
  • 30
    • 0027594549 scopus 로고
    • Adaptive mixture density estimation
    • Priebe C.E., and Marchette D.J. Adaptive mixture density estimation. Pattern Recogn. 26 5 (1993) 771-785
    • (1993) Pattern Recogn. , vol.26 , Issue.5 , pp. 771-785
    • Priebe, C.E.1    Marchette, D.J.2
  • 32
    • 67649649928 scopus 로고    scopus 로고
    • Canonical variate analysis and related methods for reduction of dimensionality and graphical representation
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Rao C.R. Canonical variate analysis and related methods for reduction of dimensionality and graphical representation. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Rao, C.R.1
  • 34
    • 67649647907 scopus 로고    scopus 로고
    • Multi-dimensional density estimation
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Scott D.W., and Sain S.R. Multi-dimensional density estimation. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Scott, D.W.1    Sain, S.R.2
  • 35
    • 85079963979 scopus 로고    scopus 로고
    • PhD dissertation. School of Information Technology and Engineering, George Mason University
    • Sikali, E., 2004. Clustering Massive Datasets. PhD dissertation. School of Information Technology and Engineering, George Mason University
    • (2004) Clustering Massive Datasets
    • Sikali, E.1
  • 36
    • 0041436755 scopus 로고
    • A new visualization technique to study the time evolution of finite and adaptive mixture estimators
    • Solka J.L., Wegman E.J., and Poston W.L. A new visualization technique to study the time evolution of finite and adaptive mixture estimators. J. Comput. Graph. Statist. 4 3 (1995) 180-198
    • (1995) J. Comput. Graph. Statist. , vol.4 , Issue.3 , pp. 180-198
    • Solka, J.L.1    Wegman, E.J.2    Poston, W.L.3
  • 37
    • 0042725444 scopus 로고    scopus 로고
    • A method to determine the structure of an unknown mixture using the Akaike information criterion and the bootstrap
    • Solka J.L., Wegman E.J., Priebe C.E., Poston W.L., and Rogers G.W. A method to determine the structure of an unknown mixture using the Akaike information criterion and the bootstrap. Statist. Comput. 8 (1998) 177-188
    • (1998) Statist. Comput. , vol.8 , pp. 177-188
    • Solka, J.L.1    Wegman, E.J.2    Priebe, C.E.3    Poston, W.L.4    Rogers, G.W.5
  • 38
    • 67649660199 scopus 로고    scopus 로고
    • Text data mining with minimal spanning trees
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Solka J.L., Bryant A.C., and Wegman E.J. Text data mining with minimal spanning trees. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Solka, J.L.1    Bryant, A.C.2    Wegman, E.J.3
  • 39
    • 38349046524 scopus 로고    scopus 로고
    • Classification and regression trees, bagging, and boosting
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Sutton C.D. Classification and regression trees, bagging, and boosting. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Sutton, C.D.1
  • 43
    • 0002331280 scopus 로고
    • The future of data analysis
    • Tukey J.W. The future of data analysis. Ann. Math. Statist. 33 (1962) 1-67
    • (1962) Ann. Math. Statist. , vol.33 , pp. 1-67
    • Tukey, J.W.1
  • 46
    • 84950434348 scopus 로고
    • Hyperdimensional data analysis using parallel coordinates
    • Wegman E.J. Hyperdimensional data analysis using parallel coordinates. J. Amer. Statist. Assoc. 85 (1990) 664-675
    • (1990) J. Amer. Statist. Assoc. , vol.85 , pp. 664-675
    • Wegman, E.J.1
  • 47
    • 21844482549 scopus 로고
    • Huge data sets and the frontiers of computational feasibility
    • Wegman E.J. Huge data sets and the frontiers of computational feasibility. J. Comput. Graph. Statist. 4 4 (1995) 281-295
    • (1995) J. Comput. Graph. Statist. , vol.4 , Issue.4 , pp. 281-295
    • Wegman, E.J.1
  • 48
    • 0037687879 scopus 로고    scopus 로고
    • Visual data mining
    • + 10 color plates
    • Wegman E.J. Visual data mining. Statist. Med. 22 (2003) 1383-1397 + 10 color plates
    • (2003) Statist. Med. , vol.22 , pp. 1383-1397
    • Wegman, E.J.1
  • 49
    • 0742317987 scopus 로고
    • Remarks on some recursive estimators of a probability density
    • Wegman E.J., and Davies H.I. Remarks on some recursive estimators of a probability density. Ann. Statist. 7 (1979) 316-327
    • (1979) Ann. Statist. , vol.7 , pp. 316-327
    • Wegman, E.J.1    Davies, H.I.2
  • 51
    • 0742288964 scopus 로고    scopus 로고
    • On some techniques for streaming data: A case study of Internet packet headers
    • Wegman E.J., and Marchette D.J. On some techniques for streaming data: A case study of Internet packet headers. J. Comput. Graph. Statist. 12 4 (2003) 893-914
    • (2003) J. Comput. Graph. Statist. , vol.12 , Issue.4 , pp. 893-914
    • Wegman, E.J.1    Marchette, D.J.2
  • 52
    • 0038601782 scopus 로고    scopus 로고
    • On some mathematics for visualizing high dimensional data
    • Wegman E.J., and Solka J.L. On some mathematics for visualizing high dimensional data. Sanhkya Ser. A 64 2 (2002) 429-452
    • (2002) Sanhkya Ser. A , vol.64 , Issue.2 , pp. 429-452
    • Wegman, E.J.1    Solka, J.L.2
  • 53
    • 67649637659 scopus 로고    scopus 로고
    • Interactive statistical graphics: The paradigm of linked views
    • Data Mining and Data Visualization. Rao C.R., Wegman E.J., and Solka J.L. (Eds), Elsevier, Amsterdam This volume
    • Wilhelm A. Interactive statistical graphics: The paradigm of linked views. In: Rao C.R., Wegman E.J., and Solka J.L. (Eds). Data Mining and Data Visualization. Handbook of Statistics vol. 24 (2005), Elsevier, Amsterdam This volume
    • (2005) Handbook of Statistics , vol.24
    • Wilhelm, A.1
  • 54
    • 0033425177 scopus 로고    scopus 로고
    • Visual clustering and classification: The Oronsay particle size data set revisited
    • Wilhelm A., Wegman E.J., and Symanzik J. Visual clustering and classification: The Oronsay particle size data set revisited. Comput. Statist. 14 1 (1999) 109-146
    • (1999) Comput. Statist. , vol.14 , Issue.1 , pp. 109-146
    • Wilhelm, A.1    Wegman, E.J.2    Symanzik, J.3
  • 56
    • 0000614009 scopus 로고
    • Asymptotically optimal discriminant functions for pattern classification
    • Wolverton C.T., and Wagner T.J. Asymptotically optimal discriminant functions for pattern classification. IEEE Trans. Inform. Theory IT-15 (1969) 258-265
    • (1969) IEEE Trans. Inform. Theory , vol.IT-15 , pp. 258-265
    • Wolverton, C.T.1    Wagner, T.J.2
  • 57
    • 0002098808 scopus 로고
    • Sequential estimation of a continuous probability density function and the mode
    • Yamato H. Sequential estimation of a continuous probability density function and the mode. Bull. Math. Statist. 14 (1971) 1-12
    • (1971) Bull. Math. Statist. , vol.14 , pp. 1-12
    • Yamato, H.1


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