Thesis

    Patel, K.. Lowering the Barrier to Applying Machine Learning. (2013). [pdf]

Conference Publications

  • Patel, K., Drucker, S.M., Fogarty, J., Kapoor, A., Tan, D.S. (2011). Using Multiple Models to Understand Data Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2011), 1723-1728. [pdf]
  • Patel, K., Bancroft, N., Drucker, S.M., Fogarty, J., Ko, A., Landay, J.A. (2010). Gestalt: Integrated Support for Implementation and Analysis in Machine Learning Processes. Proceedings of the ACM Symposium on User Interface Software and Technology (UIST 2010), 37-46. [pdf]
  • Hoffmann, R., Amershi, S., Patel, K., Wu, F., Fogarty, J., and Weld, D.S. (2009). Amplifying Community Content Creation with Mixed Initiative Information Extraction. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2009), 1849-1858. (Best Paper Nominee) [pdf]
  • Harada, S., Lester, J., Patel, K., Saponas, T.S., Fogarty, J., Landay, J.A., and Wobbrock, J.O. (2008). VoiceLabel: Using Speech to Label Mobile Sensor Data. Proceedings of the International Conference on Multimodal Interfaces (ICMI 2008), 69-76. [pdf]
  • Patel, K., Fogarty, J., Landay, J.A., and Harrison, B. (2008). Examining Difficulties Software Developers Encounter in the Adoption of Statistical Machine Learning. Proceedings of AAAI Conference on Artificial Intelligence (AAAI 2008), Nectar Track, 1563-1566. [pdf]
  • Weld, D.S., Wu, F., Adar, E., Amershi, S., Fogarty, J., Hoffmann, R., Patel, K., and Skinner, M. (2008). Intelligence in Wikipedia. Proceedings of AAAI Conference on Artificial Intelligence (AAAI 2008), Senior Papers Track, 1609-1614. [pdf]
  • Patel, K., Fogarty, J., Landay, J.A., and Harrison, B. (2008). Investigating Statistical Machine Learning as a Tool for Software Development. Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2008), 667-676. [pdf]
  • Patel, K., Bailenson, J.N., Hack-Jung, S., Diankov , R., and Bajcsy , R. (2006). The Effects of Fully Immersive Virtual Reality on the Learning of Physical Tasks. Proceedings of the 9th Annual International Workshop on Presence (PRESENCE 2006), 87–94. [pdf]
  • Patel K., Chen M., Smith I., and Landay J.A. (2006). Personalizing Routes. Proceedings of 19th annual ACM Symposium on User Interface Software and Technology (UIST 2006), Notes Track 187-190. [pdf]
  • Bodic, P., Friedman, G., Biewald, L., Levine, H., Candea, G., Patel, K., Tolle, G., Hui, J., Fox, A., I. Jordan, M., and Patterson, D. (2005). Combining Visualization and Statistical Analysis to Improve Operator Confidence and Efficiency for Failure Detection and Localization. In Proceedings of the Second International Conference on Automatic Computing (ICAC 2005), 89-100. [pdf]
  • Patel, K., Macklem, W., Thrun, S., and Montemerlo, M. (2005). Active Sensing for High-Speed Offroad Driving. Proceedings of the 2005 IEEE International Conference on Robotics and Automation (ICRA 2005), 3162-3168. [pdf]

Journal Publications

  • Bailenson, J.N., Patel, K., Nielsen, A., Bajcsy, R., Jung, S., and Kurillo, G. (2008). The Effect of Interactivity on Learning Physical Actions in Virtual Reality. Media Psychology,, Vol. 11, No. 3, 354–376. [pdf]
  • Bailenson, J.N., Yee, N., Patel, K., and Beall, A. C. (2008). Detecting Digital Chameleons. Computers in Human Behavior, Vol. 24, No. 1, 66-87. [pdf]