| Nudging users towards privacy on mobile devices R Balebako, PG Leon, H Almuhimedi, PG Kelley, J Mugan, A Acquisti, ... Carnegie Mellon University, 2022 | 118 | 2022 |
| Autonomous learning of high-level states and actions in continuous environments J Mugan, B Kuipers IEEE Transactions on Autonomous Mental Development 4 (1), 70-86, 2011 | 114 | 2011 |
| Autonomously learning an action hierarchy using a learned qualitative state representation J Mugan, B Kuipers Carnegie Mellon University, 2009 | 48 | 2009 |
| Understandable learning of privacy preferences through default personas and suggestions J Mugan, T Sharma, N Sadeh Institute for Software Research Technical Report CMU-ISR-11-112. Carnegie …, 2011 | 35 | 2011 |
| User-controllable learning of location privacy policies with gaussian mixture models J Cranshaw, J Mugan, N Sadeh Proceedings of the AAAI conference on Artificial Intelligence 25 (1), 1146-1152, 2011 | 32 | 2011 |
| Learning to predict the effects of actions: Synergy between rules and landmarks J Mugan, B Kuipers 2007 IEEE 6th International Conference on Development and Learning, 253-258, 2007 | 27 | 2007 |
| Method and apparatus for fusion of multi-modal interaction data TR Coffman, JW Mugan, EJ McDermid US Patent 8,874,616, 2014 | 26 | 2014 |
| Learning distinctions and rules in a continuous world through active exploration J Mugan, B Kuipers Learning 1, 1-2007, 2007 | 23 | 2007 |
| Transformation of rational data and set data to logic data S Bartnikowski, M Granberry, J Mugan, K Truemper Data mining and knowledge discovery approaches based on rule induction …, 2006 | 22 | 2006 |
| Towards the application of reinforcement learning to undirected developmental learning J Mugan, B Kuipers Carnegie Mellon University, 2008 | 21 | 2008 |
| Method and system for analyzing entities JW Mugan, H Laura, J Goode, R Gregory, Y Qu US Patent 10,445,356, 2019 | 18 | 2019 |
| Top-Down Abstraction Learning Using Prediction as a Supervisory Signal JW Mugan, MR McClain US Patent App. 14/069,363, 2014 | 16 | 2014 |
| A developmental approach to learning causal models for cyber security J Mugan Machine Intelligence and Bio-inspired Computation: Theory and Applications …, 2013 | 13 | 2013 |
| Discretization of rational data J Mugan, K Truemper Mathematical Methods for Knowledge Discovery and Data Mining, 1-23, 2008 | 13 | 2008 |
| Autonomous qualitative learning of distinctions and actions in a developing agent JW Mugan The University of Texas at Austin, 2010 | 10 | 2010 |
| Entity resolution using inferred relationships and behavior J Mugan, R Chari, L Hitt, E McDermid, M Sowell, Y Qu, T Coffman 2014 IEEE International Conference on Big Data (Big Data), 555-560, 2014 | 9 | 2014 |
| A comparison of strategies for developmental action acquisition in QLAP J Mugan, B Kuipers Carnegie Mellon University, 2009 | 8 | 2009 |
| Continuous-domain reinforcement learning using a learned qualitative state representation J Mugan, B Kuipers Carnegie Mellon University, 2008 | 8 | 2008 |
| The Curiosity Cycle: Preparing Your Child for the Ongoing Technological Explosion J Mugan Mugan Publishing, 2014 | 3 | 2014 |
| Autonomous representation learning in a developing agent J Mugan, B Kuipers Computational and Robotic Models of the Hierarchical Organization of …, 2013 | 3 | 2013 |
