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How Computer Science and Statistics Instructors Approach Data Science Pedagogy Differently: Three Case Studies

science instructors

Lau S, Guo P.
GSID: 263UqCMpWXcJ
S Lau, D Nolan, J Gonzalez, P Guo - … Symposium on Computer Science …, 2022 - samlau.me

… We then draw connections to deeper tradeoffs in data science to help guide instructors who design interdisciplinary courses. We conclude by suggesting ways that instructors can incorporate both computer science and statistics perspectives to improve data science teaching....

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Lau, S., Nolan, D., Gonzalez, J., & Guo, P. (2022, January). How Computer Science and Statistics Instructors Approach Data Science Pedagogy Differently: Three Case Studies. In ACM Technical Symposium on Computer Science Education.
Lau, Sam, et al. "How Computer Science and Statistics Instructors Approach Data Science Pedagogy Differently: Three Case Studies." ACM Technical Symposium on Computer Science Education. 2022.
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Integration of Software-Defined Radios into undergraduate communications system courses for minority students

Minority STEM

Mao S.
GSID: VRzxLeb0nYYJ
F Jiang, S Mao - Proc. The 2014 ASEE Southeastern Section …, 2014 - eng.auburn.edu

… (STEM) education of underrepresented minority students has become a critical issue. According to figures published by the US Census Bureau in 2008, ethnic minorities … their training in …

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Jiang, F., & Mao, S. (2014). Integration of Software-Defined Radios into undergraduate communications system courses for minority students. In Proc. The 2014 ASEE Southeastern Section Annual Conference (pp. 1-10).
Jiang, Fan, and Shiwen Mao. "Integration of Software-Defined Radios into undergraduate communications system courses for minority students." Proc. The 2014 ASEE Southeastern Section Annual Conference. 2014.
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Teaching software engineering project management-A novel approach for software engineering programs

engineering education

Maj S.
GSID: 5BWKYDIBZ-sJ
C Caulfield, D Veal, S Maj - 2011 - ro.ecu.edu.au

In response to real and perceived short-comings in the quality and productivity of software engineering practices and projects, professionally-endorsed graduate and post-graduate …

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Caulfield, C., Veal, D., & Maj, S. (2011). Teaching software engineering project management-A novel approach for software engineering programs.
Caulfield, Craig, David Veal, and Stanislaw Maj. "Teaching software engineering project management-A novel approach for software engineering programs." (2011).
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A machine-learning heuristic to improve gene score prediction of polygenic traits.

Scientific reports

Paré G, Mao S, Deng WQ.
PMID: 28979001
Sci Rep. 2017 Oct 04;7(1):12665. doi: 10.1038/s41598-017-13056-1.

Machine-learning techniques have helped solve a broad range of prediction problems, yet are not widely used to build polygenic risk scores for the prediction of complex traits. We propose a novel heuristic based on machine-learning techniques (GraBLD) to boost...

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Paré G, Mao S, Deng WQ. A machine-learning heuristic to improve gene score prediction of polygenic traits. Sci Rep. 2017;7(1):12665doi: 10.1038/s41598-017-13056-1.
Paré, G., Mao, S., & Deng, W. Q. (2017). A machine-learning heuristic to improve gene score prediction of polygenic traits. Scientific reports, 7(1), 12665. https://doi.org/10.1038/s41598-017-13056-1
Paré, Guillaume, et al. "A machine-learning heuristic to improve gene score prediction of polygenic traits." Scientific reports vol. 7,1 (2017): 12665. doi: https://doi.org/10.1038/s41598-017-13056-1
Paré G, Mao S, Deng WQ. A machine-learning heuristic to improve gene score prediction of polygenic traits. Sci Rep. 2017 Oct 04;7(1):12665. doi: 10.1038/s41598-017-13056-1. PMID: 28979001; PMCID: PMC5627249.
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Dose and time response of ruminally infused algae on rumen fermentation characteristics, biohydrogenation and Butyrivibrio group bacteria in goats.

Journal of animal science and biotechnology

Zhu H, Fievez V, Mao S, He W, Zhu W.
PMID: 27057310
J Anim Sci Biotechnol. 2016 Apr 07;7:22. doi: 10.1186/s40104-016-0080-1. eCollection 2016.

BACKGROUND: Micro-algae could inhibit the complete rumen BH of dietary 18-carbon unsaturated fatty acid (UFAs). This study aimed to examine dose and time responses of algae supplementation on rumen fermentation, biohydrogenation and Butyrivibrio group bacteria in goats.METHODS: Six goats...

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Zhu H, Fievez V, Mao S, et al. Dose and time response of ruminally infused algae on rumen fermentation characteristics, biohydrogenation and Butyrivibrio group bacteria in goats. J Anim Sci Biotechnol. 2016;7:22doi: 10.1186/s40104-016-0080-1.
Zhu, H., Fievez, V., Mao, S., He, W., & Zhu, W. (2016). Dose and time response of ruminally infused algae on rumen fermentation characteristics, biohydrogenation and Butyrivibrio group bacteria in goats. Journal of animal science and biotechnology, 722. https://doi.org/10.1186/s40104-016-0080-1
Zhu, Honglong, et al. "Dose and time response of ruminally infused algae on rumen fermentation characteristics, biohydrogenation and Butyrivibrio group bacteria in goats." Journal of animal science and biotechnology vol. 7 (2016): 22. doi: https://doi.org/10.1186/s40104-016-0080-1
Zhu H, Fievez V, Mao S, He W, Zhu W. Dose and time response of ruminally infused algae on rumen fermentation characteristics, biohydrogenation and Butyrivibrio group bacteria in goats. J Anim Sci Biotechnol. 2016 Apr 07;7:22. doi: 10.1186/s40104-016-0080-1. eCollection 2016. PMID: 27057310; PMCID: PMC4823909.
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NiO-Microflower Formed by Nanowire-weaving Nanosheets with Interconnected Ni-network Decoration as Supercapacitor Electrode.

Scientific reports

Ci S, Wen Z, Qian Y, Mao S, Cui S, Chen J.
PMID: 26165386
Sci Rep. 2015 Jul 13;5:11919. doi: 10.1038/srep11919.

We propose a 'weaving' evolution mechanism, by systematically investigating the products obtained in controlled experiments, to demonstrate the formation of Ni-based 'microflowers' which consists of multiple characteristic dimensions, in which the three dimensional (3D) NiO 'microflower' is constructed by...

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Ci S, Wen Z, Qian Y, et al. NiO-Microflower Formed by Nanowire-weaving Nanosheets with Interconnected Ni-network Decoration as Supercapacitor Electrode. Sci Rep. 2015;5:11919doi: 10.1038/srep11919.
Ci, S., Wen, Z., Qian, Y., Mao, S., Cui, S., & Chen, J. (2015). NiO-Microflower Formed by Nanowire-weaving Nanosheets with Interconnected Ni-network Decoration as Supercapacitor Electrode. Scientific reports, 511919. https://doi.org/10.1038/srep11919
Ci, Suqing, et al. "NiO-Microflower Formed by Nanowire-weaving Nanosheets with Interconnected Ni-network Decoration as Supercapacitor Electrode." Scientific reports vol. 5 (2015): 11919. doi: https://doi.org/10.1038/srep11919
Ci S, Wen Z, Qian Y, Mao S, Cui S, Chen J. NiO-Microflower Formed by Nanowire-weaving Nanosheets with Interconnected Ni-network Decoration as Supercapacitor Electrode. Sci Rep. 2015 Jul 13;5:11919. doi: 10.1038/srep11919. PMID: 26165386; PMCID: PMC5387177.
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Dynamic nuclear polarization of high-density atomic hydrogen in solid mixtures of molecular hydrogen isotopes.

Physical review letters

Sheludiakov S, Ahokas J, Järvinen J, Zvezdov D, Vainio O, Lehtonen L, Vasiliev S, Mao S, Khmelenko VV, Lee DM.
PMID: 25615349
Phys Rev Lett. 2014 Dec 31;113(26):265303. doi: 10.1103/PhysRevLett.113.265303. Epub 2014 Dec 31.

We report on magnetic resonance studies of high-density atomic hydrogen and deuterium in solid hydrogen matrices at temperatures below 1 K. Average concentrations of H atoms ≈3×10(19)  cm(-3) are obtained in chemical tunneling reactions of isotope exchange with D...

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Sheludiakov S, Ahokas J, Järvinen J, et al. Dynamic nuclear polarization of high-density atomic hydrogen in solid mixtures of molecular hydrogen isotopes. Phys Rev Lett. 2014;113(26):265303doi: 10.1103/PhysRevLett.113.265303.
Sheludiakov, S., Ahokas, J., Järvinen, J., Zvezdov, D., Vainio, O., Lehtonen, L., Vasiliev, S., Mao, S., Khmelenko, V. V., & Lee, D. M. (2014). Dynamic nuclear polarization of high-density atomic hydrogen in solid mixtures of molecular hydrogen isotopes. Physical review letters, 113(26), 265303. https://doi.org/10.1103/PhysRevLett.113.265303
Sheludiakov, S, et al. "Dynamic nuclear polarization of high-density atomic hydrogen in solid mixtures of molecular hydrogen isotopes." Physical review letters vol. 113,26 (2014): 265303. doi: https://doi.org/10.1103/PhysRevLett.113.265303
Sheludiakov S, Ahokas J, Järvinen J, Zvezdov D, Vainio O, Lehtonen L, Vasiliev S, Mao S, Khmelenko VV, Lee DM. Dynamic nuclear polarization of high-density atomic hydrogen in solid mixtures of molecular hydrogen isotopes. Phys Rev Lett. 2014 Dec 31;113(26):265303. doi: 10.1103/PhysRevLett.113.265303. Epub 2014 Dec 31. PMID: 25615349.
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Identification of rheumatoid arthritis biomarkers based on single nucleotide polymorphisms and haplotype blocks: A systematic review and meta-analysis.

Journal of advanced research

Saad MN, Mabrouk MS, Eldeib AM, Shaker OG.
PMID: 26843965
J Adv Res. 2016 Jan;7(1):1-16. doi: 10.1016/j.jare.2015.01.008. Epub 2015 Feb 04.

Genetics of autoimmune diseases represent a growing domain with surpassing biomarker results with rapid progress. The exact cause of Rheumatoid Arthritis (RA) is unknown, but it is thought to have both a genetic and an environmental bases. Genetic biomarkers...

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Saad MN, Mabrouk MS, Eldeib AM, et al. Identification of rheumatoid arthritis biomarkers based on single nucleotide polymorphisms and haplotype blocks: A systematic review and meta-analysis. J Adv Res. 2015;7(1):1-16doi: 10.1016/j.jare.2015.01.008.
Saad, M. N., Mabrouk, M. S., Eldeib, A. M., & Shaker, O. G. (2016). Identification of rheumatoid arthritis biomarkers based on single nucleotide polymorphisms and haplotype blocks: A systematic review and meta-analysis. Journal of advanced research, 7(1), 1-16. https://doi.org/10.1016/j.jare.2015.01.008
Saad, Mohamed N, et al. "Identification of rheumatoid arthritis biomarkers based on single nucleotide polymorphisms and haplotype blocks: A systematic review and meta-analysis." Journal of advanced research vol. 7,1 (2016): 1-16. doi: https://doi.org/10.1016/j.jare.2015.01.008
Saad MN, Mabrouk MS, Eldeib AM, Shaker OG. Identification of rheumatoid arthritis biomarkers based on single nucleotide polymorphisms and haplotype blocks: A systematic review and meta-analysis. J Adv Res. 2016 Jan;7(1):1-16. doi: 10.1016/j.jare.2015.01.008. Epub 2015 Feb 04. PMID: 26843965; PMCID: PMC4703421.
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N,B-Bidentate Boryl Ligand-Supported Iridium Catalyst for Efficient Functional-Group-Directed C-H Borylation.

Journal of the American Chemical Society

Wang G, Liu L, Wang H, Ding YS, Zhou J, Mao S, Li P.
PMID: 27992177
J Am Chem Soc. 2017 Jan 11;139(1):91-94. doi: 10.1021/jacs.6b11867. Epub 2016 Dec 21.

Convenient silylborane precursors for introducing N,B-bidentate boryl ligands onto transition metals were designed, prepared, and employed in ready formation of irdium(III) complexes via Si-B oxidative addition. A practical, efficient catalytic ortho-borylation reaction of arenes with a broad range of...

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Wang G, Liu L, Wang H, et al. N,B-Bidentate Boryl Ligand-Supported Iridium Catalyst for Efficient Functional-Group-Directed C-H Borylation. J Am Chem Soc. 2016;139(1):91-94doi: 10.1021/jacs.6b11867.
Wang, G., Liu, L., Wang, H., Ding, Y. S., Zhou, J., Mao, S., & Li, P. (2017). N,B-Bidentate Boryl Ligand-Supported Iridium Catalyst for Efficient Functional-Group-Directed C-H Borylation. Journal of the American Chemical Society, 139(1), 91-94. https://doi.org/10.1021/jacs.6b11867
Wang, Guanghui, et al. "N,B-Bidentate Boryl Ligand-Supported Iridium Catalyst for Efficient Functional-Group-Directed C-H Borylation." Journal of the American Chemical Society vol. 139,1 (2017): 91-94. doi: https://doi.org/10.1021/jacs.6b11867
Wang G, Liu L, Wang H, Ding YS, Zhou J, Mao S, Li P. N,B-Bidentate Boryl Ligand-Supported Iridium Catalyst for Efficient Functional-Group-Directed C-H Borylation. J Am Chem Soc. 2017 Jan 11;139(1):91-94. doi: 10.1021/jacs.6b11867. Epub 2016 Dec 21. PMID: 27992177.
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Mild sp.

Organometallics

Lau S, Ward B, Zhou X, White AJP, Casely IJ, Macgregor SA, Crimmin MR.
PMID: 29151664
Organometallics. 2017 Sep 25;36(18):3654-3663. doi: 10.1021/acs.organomet.7b00632. Epub 2017 Sep 14.

The isolable ruthenium(II) bis(dinitrogen) complex [Ru(H)

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Lau S, Ward B, Zhou X, et al. Mild sp. Organometallics. 2017;36(18):3654-3663doi: 10.1021/acs.organomet.7b00632.
Lau, S., Ward, B., Zhou, X., White, A. J. P., Casely, I. J., Macgregor, S. A., & Crimmin, M. R. (2017). Mild sp. Organometallics, 36(18), 3654-3663. https://doi.org/10.1021/acs.organomet.7b00632
Lau, Samantha, et al. "Mild sp." Organometallics vol. 36,18 (2017): 3654-3663. doi: https://doi.org/10.1021/acs.organomet.7b00632
Lau S, Ward B, Zhou X, White AJP, Casely IJ, Macgregor SA, Crimmin MR. Mild sp. Organometallics. 2017 Sep 25;36(18):3654-3663. doi: 10.1021/acs.organomet.7b00632. Epub 2017 Sep 14. PMID: 29151664; PMCID: PMC5684690.
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Correction: Integrating Genetic, Neuropsychological and Neuroimaging Data to Model Early-Onset Obsessive Compulsive Disorder Severity.

PloS one

Mas S, Gassó P, Morer A, Calvo A, Bargalló N, Lafuente A, Lázaro L.
PMID: 29020038
PLoS One. 2017 Oct 11;12(10):e0186572. doi: 10.1371/journal.pone.0186572. eCollection 2017.

[This corrects the article DOI: 10.1371/journal.pone.0153846.].

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Mas S, Gassó P, Morer A, et al. Correction: Integrating Genetic, Neuropsychological and Neuroimaging Data to Model Early-Onset Obsessive Compulsive Disorder Severity. PLoS One. 2017;12(10):e0186572doi: 10.1371/journal.pone.0186572.
Mas, S., Gassó, P., Morer, A., Calvo, A., Bargalló, N., Lafuente, A., & Lázaro, L. (2017). Correction: Integrating Genetic, Neuropsychological and Neuroimaging Data to Model Early-Onset Obsessive Compulsive Disorder Severity. PloS one, 12(10), e0186572. https://doi.org/10.1371/journal.pone.0186572
Mas, Sergi, et al. "Correction: Integrating Genetic, Neuropsychological and Neuroimaging Data to Model Early-Onset Obsessive Compulsive Disorder Severity." PloS one vol. 12,10 (2017): e0186572. doi: https://doi.org/10.1371/journal.pone.0186572
Mas S, Gassó P, Morer A, Calvo A, Bargalló N, Lafuente A, Lázaro L. Correction: Integrating Genetic, Neuropsychological and Neuroimaging Data to Model Early-Onset Obsessive Compulsive Disorder Severity. PLoS One. 2017 Oct 11;12(10):e0186572. doi: 10.1371/journal.pone.0186572. eCollection 2017. PMID: 29020038; PMCID: PMC5636146.
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Ordinary people associate addiction with loss of free will.

Addictive behaviors reports

Vonasch AJ, Clark CJ, Lau S, Vohs KD, Baumeister RF.
PMID: 29450228
Addict Behav Rep. 2017 Jan 17;5:56-66. doi: 10.1016/j.abrep.2017.01.002. eCollection 2017 Jun.

INTRODUCTION: It is widely believed that addiction entails a loss of free will, even though this point is controversial among scholars. There is arguably a downside to this belief, in that addicts who believe they lack the free will...

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Vonasch AJ, Clark CJ, Lau S, et al. Ordinary people associate addiction with loss of free will. Addict Behav Rep. 2017;5:56-66doi: 10.1016/j.abrep.2017.01.002.
Vonasch, A. J., Clark, C. J., Lau, S., Vohs, K. D., & Baumeister, R. F. (2017). Ordinary people associate addiction with loss of free will. Addictive behaviors reports, 556-66. https://doi.org/10.1016/j.abrep.2017.01.002
Vonasch, Andrew J, et al. "Ordinary people associate addiction with loss of free will." Addictive behaviors reports vol. 5 (2017): 56-66. doi: https://doi.org/10.1016/j.abrep.2017.01.002
Vonasch AJ, Clark CJ, Lau S, Vohs KD, Baumeister RF. Ordinary people associate addiction with loss of free will. Addict Behav Rep. 2017 Jan 17;5:56-66. doi: 10.1016/j.abrep.2017.01.002. eCollection 2017 Jun. PMID: 29450228; PMCID: PMC5800573.
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Showing 1 to 12 of 1198 entries