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Michael Wojnowicz

Michael Thomas Wojnowicz

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2010 – 2019

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2019
[i5]
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  - journals/corr/abs-1901-00630
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Michael Wojnowicz, Di Zhang, Glenn Chisholm, Xuan Zhao, Matt Wolff:
Projecting "better than randomly": How to reduce the dimensionality of very large datasets in a way that outperforms random projections. CoRR abs/1901.00630 (2019)
[i4]
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  - journals/corr/abs-1903-02013
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Michael Thomas Wojnowicz, Xuan Zhao:
PROPS: Probabilistic personalization of black-box sequence models. CoRR abs/1903.02013 (2019)
2018
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  - conf/bigdataconf/WojnowiczZ18
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Michael Thomas Wojnowicz, Xuan Zhao:
PROPS: Probabilistic personalization of black-box sequence models. IEEE BigData 2018: 4768-4774
[i3]
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  - journals/corr/abs-1802-04466
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Vadim Kotov, Michael Wojnowicz:
Towards Generic Deobfuscation of Windows API Calls. CoRR abs/1802.04466 (2018)
2017
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Michael Wojnowicz, Glenn Chisholm, Brian Wallace, Matt Wolff, Xuan Zhao, Jay Luan:
SUSPEND: Determining software suspiciousness by non-stationary time series modeling of entropy signals. Expert Syst. Appl. 71: 301-318 (2017)
[c5]
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  - conf/hicss/PatriWW17
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Om Patri, Michael Wojnowicz, Matt Wolff:
Discovering Malware with Time Series Shapelets. HICSS 2017: 1-10
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Michael Wojnowicz, Dinh Nguyen, Li Li, Xuan Zhao:
Lazy Stochastic Principal Component Analysis. ICDM Workshops 2017: 561-568
2016
[j1]
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  - journals/jides/WojnowiczCWZ16
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Michael Wojnowicz, Glenn Chisholm, Matt Wolff, Xuan Zhao:
Wavelet decomposition of software entropy reveals symptoms of malicious code. J. Innov. Digit. Ecosyst. 3(2): 130-140 (2016)
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Michael Wojnowicz, Ben Cruz, Xuan Zhao, Brian Wallace, Matt Wolff, Jay Luan, Caleb Crable:
"Influence sketching": Finding influential samples in large-scale regressions. IEEE BigData 2016: 3601-3612
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Michael Wojnowicz, Di Zhang, Glenn Chisholm, Xuan Zhao, Matt Wolff:
Projecting "Better Than Randomly": How to Reduce the Dimensionality of Very Large Datasets in a Way That Outperforms Random Projections. DSAA 2016: 184-193
[c1]
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Michael Wojnowicz, Glenn Chisholm, Matt Wolff:
Suspiciously Structured Entropy: Wavelet Decomposition of Software Entropy Reveals Symptoms of Malware in the Energy Spectrum. FLAIRS 2016: 294-298
[i2]
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Michael Wojnowicz, Glenn Chisholm, Matt Wolff, Xuan Zhao:
Wavelet decomposition of software entropy reveals symptoms of malicious code. CoRR abs/1607.04950 (2016)
[i1]
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Michael Wojnowicz, Ben Cruz, Xuan Zhao, Brian Wallace, Matt Wolff, Jay Luan, Caleb Crable:
"Influence Sketching": Finding Influential Samples In Large-Scale Regressions. CoRR abs/1611.05923 (2016)

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