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Publications of "Susan A. Murphy" ( http://dblp.L3S.de/Authors/Susan_A._Murphy )

  Author page on DBLP  Author page in RDF  Community of Susan A. Murphy in ASPL-2

Publication years (Num. hits)
2005-2012 (15) 2013-2017 (21) 2018-2019 (4)
Publication types (Num. hits)
article(16) book(1) incollection(7) inproceedings(16)
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Found 41 publication records. Showing 40 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Peng Liao, Kristjan H. Greenewald, Predrag V. Klasnja, Susan A. Murphy Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tao Zhang, Geoff A. Jarrad, Susan A. Murphy, Niranjan Bidargaddi A smartphone-based behavioural activation application using recommender system. Search on Bibsonomy UbiComp/ISWC Adjunct The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Peng Liao, Walter Dempsey, Hillol Sarker, Syed Monowar Hossain, Mustafa al'Absi, Predrag V. Klasnja, Susan A. Murphy Just-in-Time but Not Too Much: Determining Treatment Timing in Mobile Health. Search on Bibsonomy IMWUT The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sabina Tomkins, Predrag V. Klasnja, Susan A. Murphy Personalizing Intervention Probabilities By Pooling. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Niko Beerenwinkel, Holger Fröhlich, Susan A. Murphy Addressing the Computational Challenges of Personalized Medicine (Dagstuhl Seminar 17472). Search on Bibsonomy Dagstuhl Reports The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Santosh Kumar 0001, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, Duen Horng Chau, Emre Ertin, Deborah Estrin, Deepak Ganesan, Timothy Hnat, Syed Monowar Hossain, Zachary G. Ives, Jacqueline Kerr, Benjamin M. Marlin, Susan A. Murphy, James M. Rehg, Inbal Nahum-Shani, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). Search on Bibsonomy IEEE Pervasive Computing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Huitian Lei, Ambuj Tewari, Susan A. Murphy An Actor-Critic Contextual Bandit Algorithm for Personalized Mobile Health Interventions. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Santosh Kumar 0001, James M. Rehg, Susan A. Murphy Introduction to Part II: Sensors to mHealth Markers. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James M. Rehg, Susan A. Murphy, Santosh Kumar 0001 Introduction to Part III: Markers to mHealth Predictors. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Susan A. Murphy, James M. Rehg, Santosh Kumar 0001 Introduction to Part IV: Predictors to mHealth Interventions. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shawna N. Smith, Andy Jinseok Lee, Kelly Hall, Nicholas J. Seewald, Audrey Boruvka, Susan A. Murphy, Predrag V. Klasnja Design Lessons from a Micro-Randomized Pilot Study in Mobile Health. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Santosh Kumar 0001, James M. Rehg, Susan A. Murphy Introduction to Part I: mHealth Applications and Tools. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Hillol Sarker, Karen Hovsepian, Soujanya Chatterjee, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Emre Ertin, Mustafa al'Absi, Motohiro Nakajima, Santosh Kumar 0001 From Markers to Interventions: The Case of Just-in-Time Stress Intervention. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ambuj Tewari, Susan A. Murphy From Ads to Interventions: Contextual Bandits in Mobile Health. Search on Bibsonomy Mobile Health - Sensors, Analytic Methods, and Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James M. Rehg, Susan A. Murphy, Santosh Kumar 0001 (eds.) Mobile Health - Sensors, Analytic Methods, and Applications Search on Bibsonomy 2017 DBLP  DOI  BibTeX  RDF
1Mashfiqui Rabbi, Meredith Philyaw-Kotov, Jinseok Lee, Anthony Mansour, Laura Dent, Xiaolei Wang, Rebecca M. Cunningham, Erin Bonar, Inbal Nahum-Shani, Predrag V. Klasnja, Maureen A. Walton, Susan A. Murphy SARA: a mobile app to engage users in health data collection. Search on Bibsonomy UbiComp/ISWC Adjunct The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Blake Wagner III, Elaine Liu, Steven D. Shaw, Gleb Iakovlev, Linlu Zhou, Christina N. Harrington, Gregory D. Abowd, Carolyn Yoon, Santosh Kumar 0001, Susan A. Murphy, Bonnie Spring, Inbal Nahum-Shani ewrapper: operationalizing engagement strategies in mHealth. Search on Bibsonomy UbiComp/ISWC Adjunct The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kristjan H. Greenewald, Ambuj Tewari, Susan A. Murphy, Predrag V. Klasnja Action Centered Contextual Bandits. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Walter H. Dempsey, Alexander Moreno, Christy K. Scott, Michael L. Dennis, David H. Gustafson, Susan A. Murphy, James M. Rehg iSurvive: An Interpretable, Event-time Prediction Model for mHealth. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Susan A. Murphy, Yanzhen Deng, Eric B. Laber, Hamid Reza Maei, Richard S. Sutton, Katie Witkiewitz A Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Santosh Kumar 0001, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, J. Gayle Beck, Duen Horng Chau, Tyson Condie, David E. Conroy, Emre Ertin, Deborah Estrin, Deepak Ganesan, Cho Lam, Benjamin M. Marlin, Clay B. Marsh, Susan A. Murphy, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg, Moushumi Sharmin, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter Center of excellence for mobile sensor data-to-knowledge (MD2K). Search on Bibsonomy JAMIA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kun Deng, Russ Greiner, Susan A. Murphy Budgeted Learning for Developing Personalized Treatment. Search on Bibsonomy ICMLA The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Stratégies d'échantillonnage pour l'apprentissage par renforcement batch. Search on Bibsonomy Revue d'Intelligence Artificielle The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Batch mode reinforcement learning based on the synthesis of artificial trajectories. Search on Bibsonomy Annals OR The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Daniel J. Lizotte, Michael Bowling, Susan A. Murphy Linear Fitted-Q Iteration with Multiple Reward Functions. Search on Bibsonomy ICAPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Daniel J. Lizotte, Michael Bowling, Susan A. Murphy Linear fitted-Q iteration with multiple reward functions. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2012 DBLP  BibTeX  RDF
1Kun Deng, Joelle Pineau, Susan A. Murphy Active Learning for Developing Personalized Treatment Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Eric B. Laber, Susan A. Murphy Small Sample Inference for Generalization Error in Classification Using the CUD Bound Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Estimation Monte Carlo sans modèle de politiques de décision. Search on Bibsonomy Revue d'Intelligence Artificielle The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte, T. Scott Stroup, Joelle Pineau, Susan A. Murphy Informing sequential clinical decision-making through reinforcement learning: an empirical study. Search on Bibsonomy Machine Learning The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Active exploration by searching for experiments that falsify the computed control policy. Search on Bibsonomy ADPRL The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Kun Deng, Joelle Pineau, Susan A. Murphy Active learning for personalizing treatment. Search on Bibsonomy ADPRL The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Kun Deng, Joelle Pineau, Susan A. Murphy Active Learning for Developing Personalized Treatment. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Model-Free Monte Carlo-like Policy Evaluation. Search on Bibsonomy AISTATS The full citation details ... 2010 DBLP  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst A Cautious Approach to Generalization in Reinforcement Learning. Search on Bibsonomy ICAART (1) The full citation details ... 2010 DBLP  BibTeX  RDF
1Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Towards Min Max Generalization in Reinforcement Learning. Search on Bibsonomy ICAART (Revised Selected Papers) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Daniel J. Lizotte, Michael H. Bowling, Susan A. Murphy Efficient Reinforcement Learning with Multiple Reward Functions for Randomized Controlled Trial Analysis. Search on Bibsonomy ICML The full citation details ... 2010 DBLP  BibTeX  RDF
1Raphaël Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst Inferring bounds on the performance of a control policy from a sample of trajectories. Search on Bibsonomy ADPRL The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Eric B. Laber, Susan A. Murphy Small Sample Inference for Generalization Error in Classification Using the CUD Bound. Search on Bibsonomy UAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Susan A. Murphy A Generalization Error for Q-Learning. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2005 DBLP  BibTeX  RDF
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