David Jonathan Miller

    • 1743 Citations
    • 24 h-Index
    1992 …2020

    Research output per year

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    Research Output

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    Paper
    2014

    Detecting anomalous latent classes in a batch of network traffic flows

    Kocak, F., Miller, D. J. & Kesidis, G., Jan 1 2014.

    Research output: Contribution to conferencePaper

    4 Scopus citations
    2011

    Salting public traces with attack traffic to test flow classifiers

    Berkay Celik, Z., Raghuram, J., Kesidis, G. & Miller, D. J., Jan 1 2011.

    Research output: Contribution to conferencePaper

    2001

    A maximum entropy approach for collaborative filtering

    Browning, J. & Miller, D. J., Dec 1 2001, p. 3-12. 10 p.

    Research output: Contribution to conferencePaper

    3 Scopus citations

    Approximate maximum entropy learning for classification: Comparison with other methods

    Yan, L. & Miller, D. J., Dec 1 2001, p. 243-252. 10 p.

    Research output: Contribution to conferencePaper

    1 Scopus citations

    Improving prediction of customer behavior in nonstationary environments

    Yan, L., Miller, D. J., Mozer, M. C. & Wolniewicz, R., Jan 1 2001, p. 2258-2263. 6 p.

    Research output: Contribution to conferencePaper

    28 Scopus citations

    Neural Networks for Signal Processing - Proceedings of the IEEE Workshop: Preface

    Miller, D. J., Adali, T., Larsen, J., Van Hulle, M. & Douglas, S., Dec 1 2001, p. iii.

    Research output: Contribution to conferencePaper

    1999

    Approximate maximum entropy joint feature inference for discrete space classification

    Miller, D. J. & Yan, L., Dec 1 1999, p. 1419-1424. 6 p.

    Research output: Contribution to conferencePaper

    1 Scopus citations

    General statistical inference by an approximate application of the maximum entropy principle

    Yan, L. & Miller, D. J., Dec 1 1999, p. 112-121. 10 p.

    Research output: Contribution to conferencePaper

    1 Scopus citations

    Some analytical results on critic-driven ensemble classification

    Miller, D. J. & Yan, L., Dec 1 1999, p. 253-262. 10 p.

    Research output: Contribution to conferencePaper

    1998

    New set partitioning method for wavelet-based image coding

    Roh, J. & Miller, D. J., Dec 1 1998, p. 102-106. 5 p.

    Research output: Contribution to conferencePaper

    1 Scopus citations
    1997

    Image decoding over noisy channels using minimum mean-squared estimation and a Markov mesh

    Park, M. S. & Miller, D. J., Dec 1 1997, p. 594-597. 4 p.

    Research output: Contribution to conferencePaper

    4 Scopus citations
    1995

    Generalized vector quantization: jointly optimal quantization and estimation

    Rao, A., Miller, D., Rose, K. & Gersho, A., Jan 1 1995. 1 p.

    Research output: Contribution to conferencePaper

    8 Scopus citations

    Information-theoretic framework for optimization with application to supervised learning

    Miller, D., Rao, A., Rose, K. & Gersho, A., Jan 1 1995. 1 p.

    Research output: Contribution to conferencePaper

    2 Scopus citations

    Maximum entropy approach for optimal statistical classification

    Miller, D. J., Rao, A., Rose, K. & Gersho, A., Jan 1 1995, p. 58-66. 9 p.

    Research output: Contribution to conferencePaper

    2 Scopus citations