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publications.html
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publications.html
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<!DOCTYPE HTML>
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<h2>Publications</h2>
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<p>
Akther, S., Saleheen, N., Saha, M., Shetty, V., Kumar, S.
<strong>mTeeth: Identifying Brushing Teeth Surfaces Using Wrist-Worn Inertial Sensors</strong>.
<i>In the Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies</i>. 2021; 5(2):1-25.
<a target="_blank" href="">PUBMED</a>,
<a target="_blank" href="">PUBMED CENTRAL</a>,
<a target="_blank" href="">DOI</a>,
<a target="_blank" href="">PDF</a>
</p>
</li>
<li>
<p>
Zhang, K.W., Janson, L., Murphy S.A.
<strong>Inference for Batched Bandits</strong>.
<i>Advances in Neural Information Processing Systems</i>. 2020, December;33:9818-9829.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/35002190/">PUBMED</a>,
<a target="_blank" href="http://www.ncbi.nlm.nih.gov/pmc/articles/pmc8734616/">PUBMED CENTRAL</a>,
<a target="_blank" href="">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8734616/pdf/nihms-1641560.pdf">PDF</a>
</p>
</li>
<li>
<p>
Nahum-Shani, I., Rabbi, M., Yap, J., Philyaw-Kotov, M.L., Klasnja, P., Bonar, E.E., Cunningham, R.M., Murphy, S.A., Walton, M.A.
<strong>Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial</strong>.
<i>Health psychology : official journal of the Division of Health Psychology, American Psychological Association</i>. 2020;40(12):974-987.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34735165/">PUBMED</a>,
<a target="_blank" href="http://www.ncbi.nlm.nih.gov/pmc/articles/pmc8738098/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1037/hea0001101">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8738098/pdf/nihms-1712817.pdf">PDF</a>
</p>
</li>
<li>
<p>
Tomkins, S., Liao, P., Klasnja, P., Murphy S.A.
<strong>IntelligentPooling: Practical Thompson Sampling for mHealth</strong>.
<i>Machine learning</i>. 2021; 110(9):2685-2727.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34621105/">PUBMED</a>,
<a target="_blank" href="http://www.ncbi.nlm.nih.gov/pmc/articles/pmc8494236/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1007/s10994-021-05995-8">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494236/pdf/nihms-1718065.pdf">PDF</a>
</p>
</li>
<li>
<p>
Yao, J., Brunskill, E., Pan, W., Murphy, S.A., Doshi-Velez, F.
<strong>Power Constrained Bandits</strong>.
<i>In The Proceedings of Machine Learning Research</i>. 2021, August; 149:209-259.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34927078/">PUBMED</a>,
<a target="_blank" href="">PUBMED CENTRAL</a>,
<a target="_blank" href="">DOI</a>,
<a target="_blank" href="">PDF</a>
</p>
</li>
<li>
<p>
Chatterjee, S., Moreno, A., Lizotte, S.L., Akther, S., Ertin, E., Fagundes, C.P., Lam, C., Rehg, J. M., Wan, N., Wetter, D.W., & Kumar, S.
<strong>SmokingOpp: Detecting the Smoking ‘Opportunity’ Context Using Mobile Sensors</strong>.
<i>In The Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies</i>. 2021, October; 4(1):4.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34651096/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513752/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1145/3380987">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513752/pdf/nihms-1744398.pdf">PDF</a>
</p>
</li>
<li>
<p>
Wang, Z., Wang, B., Srivastava, M.
<strong>Protecting User Data Privacy with Adversarial Perturbations (Poster Abstract)</strong>.
<i>IPSN (Conference)</i>. 2021, May; 386-387.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34651144/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513393/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1145/3412382.3458776">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513393/pdf/nihms-1744805.pdf">PDF</a>
</p>
</li>
<li>
<p>
Qian T, Klasnja P, Murphy S.A.
<strong>Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study</strong>.
<i>Statistical science : a review journal of the Institute of Mathematical Statistics</i>. 2020;35(3):375-390.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/33132496/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596885/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://dx.doi.org/10.1214/19-sts720">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596885/pdf/nihms-1040625.pdf">PDF</a>
</p>
</li>
<li>
<p>
Carpenter, S.M., Menictas, M., Nahum-Shani, I., Wetter, D.W., Murphy, S.A.
<strong>Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science</strong>.
<i>Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies</i>. 2020, December;4(4):280-290.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/33747711/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7968352/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1007/s40429-020-00322-y">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596885/pdf/nihms-1607660.pdf">PDF</a>
</p>
</li>
<li>
<p>
Bari R, Rahman MM, Saleheen N, Parsons MB, Buder EH, Kumar S.
<strong>Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors</strong>.
<i>Current addiction reports</i>. 2020, September;7(3):280-290.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34099995/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8180313/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://dl.acm.org/doi/10.1145/3432210">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8180313/pdf/nihms-1697638.pdf">PDF</a>
</p>
</li>
<li>
<p>
Liao, P., Klasnja, P., Murphy, S.A.
<strong>Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health</strong>.
<i>Journal of the American Statistical Association</i>. 2021;116(533):382-391.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/33814653/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8014957/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://dx.doi.org/10.1080%2F01621459.2020.1807993">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8014957/pdf/nihms-1619552.pdf">PDF</a>
</p>
</li>
<li>
<p>
Nahum-Shani, I., Potter, L.N., Lam, C.Y., Yap, J., Moreno, A., Stoffel, R., Wu, Z., Wan, N., Dempsey, W., Kumar, S., Ertin, E., Murphy, S.A,, Rehg, J.M., Wetter, D.W.
<strong>The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol</strong>.
<i>Contemporary clinical trials</i>. 2021, July 24.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34314855/">PUBMED</a>,
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34314855/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1016/j.cct.2021.106513">DOI</a>,
<a target="_blank" href="">PDF</a>
</p>
</li>
<li>
<p>
Saleheen, N., Ullah, M.A., N., Chakraborty, S., Ones, D.S., Srivastava, M., Kumar, S.
<strong>WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data</strong>.
<i>In the Proceedings of the ACM SIGSAC Conference on Computer and Communications Security</i>. 2021:2807-2823.
<a target="_blank" href="">PUBMED</a>,
<a target="_blank" href="">PUBMED CENTRAL</a>,
<a target="_blank" href="">DOI</a>,
<a target="_blank" href="">PDF</a>
</p>
</li>
<li>
<p>
Battalio, S.L., Conroy, D.E., Dempsey, W., Liao, P., Menictas, M., Murphy, S.A., Nahum-Shani, I., Qian, T., Kumar, S., Spring, B.
<strong>Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention</strong>.
<i>Contemporary clinical trials</i>. 2021, August 8;109(106534).
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34375749/">PUBMED</a>,
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/34375749/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://doi.org/10.1016/j.cct.2021.106534">DOI</a>,
<a target="_blank" href="">PDF</a>
</p>
</li>
<li>
<p>
Li, S., Psihogios, A.M., McKelvey, E.R., Ahmed, A., Rabbi, M., Murphy, S.A.
<strong>Microrandomized trials for promoting engagement in mobile health data collection: Adolescent/young adult oral chemotherapy adherence as an example</strong>.
<i>Current opinion in systems biology</i>. 2020 June;21:1-8.
<a target="_blank" href="https://pubmed.ncbi.nlm.nih.gov/32832738/">PUBMED</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437990/">PUBMED CENTRAL</a>,
<a target="_blank" href="https://dx.doi.org/10.1016/j.coisb.2020.07.002">DOI</a>,
<a target="_blank" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437990/pdf/nihms-1611503.pdf">PDF</a>
</p>
</li>
</ol>
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