Publications

[2015] [2014] [2013] [2012] [2011] [2010] [2009] [2008] [2007] [2006] [2005] [2004] [2002] [1999] [1997]

2015

  • Morris, R., Bonet, B., Cavazza, M., desJardins, M., Felner, A., Hawes, N., Knox, B., Koenig, S., Konidaris, G., Lang, J., Linares López, C., Magazzeni, D., McGovern, A., Natarajan, S., Sturtevant, N.R., Thielscher, M., Yeoh, W., Sardiña, S., Wagstaff, K.: A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence. AI Magazine. 36, 99--106 (2015).
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  • Kersting, K., Natarajan, S.: Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization. KI. 29, 363--368 (2015).
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  • Khot, T., Natarajan, S., Kersting, K., Shavlik, J.W.: Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases. Machine Learning. 100, 75--100 (2015).
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  • Hadiji, F., Molina, A., Natarajan, S., Kersting, K.: Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data. Machine Learning. 100, 477--507 (2015).
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  • Lin, Q., Zhang, D., Connelly, K., Ni, H., Yu, Z., Zhou, X.: Disorientation detection by mining GPS trajectories for cognitively-impaired elders. Pervasive and Mobile Computing. 19, 71--85 (2015).
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  • Campbell, B., Caine, K.E., Connelly, K., Doub, T., Bragg, A.: Cell phone ownership and use among mental health outpatients in the USA. Personal and Ubiquitous Computing. 19, 367--378 (2015).
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  • Cosley, D., Forte, A., Ciolfi, L., McDonald, D. eds: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, CSCW 2015, Vancouver, BC, Canada, March 14 - 18, 2015. ACM (2015).
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  • Albrecht, S.V., da Motta Salles Barreto, A., Braziunas, D., Buckeridge, D.L., Cuayáhuitl, H., Dethlefs, N., Endres, M., Farahmand, A.M., Fox, M., Frommberger, L., Ganzfried, S., Gil, Y., Guillet, S., Hunter, L.E., Jhala, A., Kersting, K., Konidaris, G., Lécué, F., McIlraith, S.A., Natarajan, S., Noorian, Z., Poole, D., Ronfard, R., Saffiotti, A., Shaban-Nejad, A., Srivastava, B., Tesauro, G., Uceda-Sosa, R., den Broeck, G.V., van Otterlo, M., Wallace, B.C., Weng, P., Wiens, J., Zhang, J.: Reports of the AAAI 2014 Conference Workshops. AI Magazine. 36, 87--98 (2015).
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  • Ahmed, T., Hoyle, R., Connelly, K., Crandall, D.J., Kapadia, A.: Privacy Concerns and Behaviors of People with Visual Impairments. In: Begole, B., Kim, J., Inkpen, K., and Woo, W. (eds.) Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI 2015, Seoul, Republic of Korea, April 18-23, 2015. p. 3523--3532. ACM (2015).
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  • Odom, P., Khot, T., Porter, R., Natarajan, S.: Knowledge-Based Probabilistic Logic Learning. In: Bonet, B. and Koenig, S. (eds.) Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. p. 3564--3570. AAAI Press (2015).
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  • Weiss, J.C., Natarajan, S., Jr., C.D.P.: Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks. In: Bonet, B. and Koenig, S. (eds.) Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. p. 3628--3634. AAAI Press (2015).
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  • Aggarwal, C., Zhou, Z.-H., Tuzhilin, A., Xiong, H., Wu, X. eds: 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015. IEEE (2015).
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  • Russell, I., Eberle, W. eds: Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015, Hollywood, Florida. May 18-20, 2015. AAAI Press (2015).
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  • Holmes, J.H., Bellazzi, R., Sacchi, L., Peek, N. eds: Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Springer (2015).
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  • Bonet, B., Koenig, S. eds: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. AAAI Press (2015).
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  • Davis, J., Ramon, J. eds: Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers. Springer (2015).
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  • Kumaraswamy, R., Odom, P., Kersting, K., Leake, D., Natarajan, S.: Transfer Learning via Relational Type Matching. In: Aggarwal, C., Zhou, Z.-H., Tuzhilin, A., Xiong, H., and Wu, X. (eds.) 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015. p. 811--816. IEEE (2015).
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  • Odom, P., Natarajan, S.: Active Advice Seeking for Inverse Reinforcement Learning. In: Bonet, B. and Koenig, S. (eds.) Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. p. 4186--4187. AAAI Press (2015).
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  • Odom, P., Bangera, V., Khot, T., Page, D., Natarajan, S.: Extracting Adverse Drug Events from Text Using Human Advice. In: Holmes, J.H., Bellazzi, R., Sacchi, L., and Peek, N. (eds.) Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. p. 195--204. Springer (2015).
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  • Kumaraswamy, R., Wazalwar, A., Khot, T., Shavlik, J.W., Natarajan, S.: Anomaly Detection in Text: The Value of Domain Knowledge. In: Russell, I. and Eberle, W. (eds.) Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015, Hollywood, Florida. May 18-20, 2015. p. 225--228. AAAI Press (2015).
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  • Begole, B., Kim, J., Inkpen, K., Woo, W. eds: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI 2015, Seoul, Republic of Korea, April 18-23, 2015. ACM (2015).
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  • Yang, S., Kersting, K., Terry, G., Carr, J., Natarajan, S.: Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study. In: Holmes, J.H., Bellazzi, R., Sacchi, L., and Peek, N. (eds.) Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. p. 182--187. Springer (2015).
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  • MacLeod, H., Oakes, K., Geisler, D., Connelly, K., Siek, K.A.: Rare World: Towards Technology for Rare Diseases. In: Begole, B., Kim, J., Inkpen, K., and Woo, W. (eds.) Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI 2015, Seoul, Republic of Korea, April 18-23, 2015. p. 1145--1154. ACM (2015).
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  • Schaefbauer, C.L., Khan, D.U., Le, A., Sczechowski, G., Siek, K.A.: Snack Buddy: Supporting Healthy Snacking in Low Socioeconomic Status Families. In: Cosley, D., Forte, A., Ciolfi, L., and McDonald, D. (eds.) Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, CSCW 2015, Vancouver, BC, Canada, March 14 - 18, 2015. p. 1045--1057. ACM (2015).
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2014

  • Straccia, U., Cal\`ı, A. eds: Scalable Uncertainty Management - 8th International Conference, SUM 2014, Oxford, UK, September 15-17, 2014. Proceedings. Springer (2014).
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  • Jones, M., Palanque, P.A., Schmidt, A., Grossman, T. eds: CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014. ACM (2014).
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  • Zaki, M.J., Obradovic, Z., Tan, P.-N., Banerjee, A., Kamath, C., Parthasarathy, S. eds: Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014. SIAM (2014).
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  • Arreola, I., Morris, Z., Francisco, M., Connelly, K., Caine, K.E., White, G.E.: From checking on to checking in: designing for low socio-economic status older adults. In: Jones, M., Palanque, P.A., Schmidt, A., and Grossman, T. (eds.) CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014. p. 1933--1936. ACM (2014).
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  • Baral, C., Giacomo, G.D., Eiter, T. eds: Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, KR 2014, Vienna, Austria, July 20-24, 2014. AAAI Press (2014).
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  • Cohen, M., Dillman, K.R., MacLeod, H., Hunter, S.E., Tang, A.: OneSpace: shared visual scenes for active freeplay. In: Jones, M., Palanque, P.A., Schmidt, A., and Grossman, T. (eds.) CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014. p. 2177--2180. ACM (2014).
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  • Garg, V., Camp, L.J., Lorenzen-Huber, L., Shankar, K., Connelly, K.: Privacy concerns in assisted living technologies. Annales des Télécommunications. 69, 75--88 (2014).
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  • Zaverucha, G., Costa, V.\'ıtor S., Paes, A. eds: Inductive Logic Programming - 23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers. Springer (2014).
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  • Natarajan, S., Saha, B.N., Joshi, S., Edwards, A., Khot, T., Davenport, E.M., Kersting, K., Whitlow, C.T., Maldjian, J.A.: Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain. Int. J. Machine Learning & Cybernetics. 5, 659--669 (2014).
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  • den Broeck, G.V., Kersting, K., Natarajan, S., Poole, D.: Preface. Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014. AAAI (2014).
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  • Kazemi, S.M., Buchman, D., Kersting, K., Natarajan, S., Poole, D.: Relational Logistic Regression: The Directed Analog of Markov Logic Networks. Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014. AAAI (2014).
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  • Fern, A., Natarajan, S., Judah, K., Tadepalli, P.: A Decision-Theoretic Model of Assistance. J. Artif. Intell. Res. (JAIR). 50, 71--104 (2014).
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  • Natarajan, S., Kersting, K., Khot, T., Shavlik, J.W.: Boosted Statistical Relational Learners - From Benchmarks to Data-Driven Medicine. Springer (2014).
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  • Poole, D., Buchman, D., Kazemi, S.M., Kersting, K., Natarajan, S.: Population Size Extrapolation in Relational Probabilistic Modelling. In: Straccia, U. and Cal\`ı, A. (eds.) Scalable Uncertainty Management - 8th International Conference, SUM 2014, Oxford, UK, September 15-17, 2014. Proceedings. p. 292--305. Springer (2014).
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  • Ananthanarayan, S., Sheh, M., Chien, A., Profita, H., Siek, K.A.: Designing wearable interfaces for knee rehabilitation. In: Hein, A., Boll, S., and Köhler, F. (eds.) Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2014, Oldenburg, Germany, May 20-23, 2014. p. 101--108. ICST (2014).
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  • Nicol, E., Dunlop, M.D., Komninos, A., McGee-Lennon, M.R., Baillie, L., Edwards, A., Eslambolchilar, P., Goodman-Deane, J., Hakobyan, L., Lumsden, J., Mulder, I., Rau, P., Siek, K.A.: Re-imagining commonly used mobile interfaces for older adults. In: Quigley, A.J., Diamond, S., Irani, P., and Subramanian, S. (eds.) Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services, MobileHCI 2014, Toronto, ON, Canada, September 23-26, 2014. p. 585--588. ACM (2014).
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  • Kumar, R., Toivonen, H., Pei, J., Huang, J.Z., Wu, X. eds: 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014. IEEE (2014).
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  • Meyer, J., Simske, S., Siek, K.A., Gurrin, C.G., Hermens, H.: Beyond quantified self: data for wellbeing. In: Jones, M., Palanque, P.A., Schmidt, A., and Grossman, T. (eds.) CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014, Extended Abstracts. p. 95--98. ACM (2014).
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  • Brodley, C.E., Stone, P. eds: Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada. AAAI Press (2014).
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  • Wakkary, R., Harrison, S., Neustaedter, C., Bardzell, S., Paulos, E. eds: Designing Interactive Systems Conference 2014, DIS '14, Vancouver, BC, Canada, June 21-25, 2014. ACM (2014).
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  • Yang, S., Khot, T., Kersting, K., Kunapuli, G., Hauser, K., Natarajan, S.: Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. In: Kumar, R., Toivonen, H., Pei, J., Huang, J.Z., and Wu, X. (eds.) 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014. p. 1085--1090. IEEE (2014).
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  • Jones, M., Palanque, P.A., Schmidt, A., Grossman, T. eds: CHI Conference on Human Factors in Computing Systems, CHI'14, Toronto, ON, Canada - April 26 - May 01, 2014, Extended Abstracts. ACM (2014).
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  • Quigley, A.J., Diamond, S., Irani, P., Subramanian, S. eds: Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services, MobileHCI 2014, Toronto, ON, Canada, September 23-26, 2014. ACM (2014).
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  • Natarajan, S., Picado, J., Khot, T., Kersting, K., Re, C., Shavlik, J.W.: Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge. In: Davis, J. and Ramon, J. (eds.) Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers. p. 92--107. Springer (2014).
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  • Hein, A., Boll, S., Köhler, F. eds: Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2014, Oldenburg, Germany, May 20-23, 2014. ICST (2014).
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  • Shivram, A., Khot, T., Natarajan, S., Govindaraju, V.: Statistical Relational Learning for Handwriting Recognition. In: Davis, J. and Ramon, J. (eds.) Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers. p. 126--138. Springer (2014).
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  • Poyrekar, S., Natarajan, S., Kersting, K.: A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck. Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014. AAAI (2014).
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  • Chen, Y., Cheng, K.G., Tang, C., Siek, K.A., Bardram, J.E.: The invisible work of health providers. Interactions. 21, 74--77 (2014).
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  • Magnano, C.S., Soni, A., Natarajan, S., Kunapuli, G.: A graphical model approach to ATLAS-free mining of MRI images. In: Zaki, M.J., Obradovic, Z., Tan, P.-N., Banerjee, A., Kamath, C., and Parthasarathy, S. (eds.) Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014. p. 974--982. SIAM (2014).
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  • Ananthanarayan, S., Lapinski, N., Siek, K.A., Eisenberg, M.: Towards the crafting of personal health technologies. In: Wakkary, R., Harrison, S., Neustaedter, C., Bardzell, S., and Paulos, E. (eds.) Designing Interactive Systems Conference 2014, DIS '14, Vancouver, BC, Canada, June 21-25, 2014. p. 587--596. ACM (2014).
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  • Khot, T., Natarajan, S., Shavlik, J.W.: Relational One-Class Classification: A Non-Parametric Approach. In: Brodley, C.E. and Stone, P. (eds.) Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada. p. 2453--2459. AAAI Press (2014).
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  • Khot, T., Natarajan, S., Shavlik, J.W.: Classification from One Class of Examples for Relational Domains. Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014. AAAI (2014).
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  • Kazemi, S.M., Buchman, D., Kersting, K., Natarajan, S., Poole, D.: Relational Logistic Regression. In: Baral, C., Giacomo, G.D., and Eiter, T. (eds.) Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, KR 2014, Vienna, Austria, July 20-24, 2014. AAAI Press (2014).
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  • Natarajan, S.: Organizers. Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014. AAAI (2014).
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2013

  • Ahmadi, B., Kersting, K., Natarajan, S.: MapReduce Lifting for Belief Propagation. Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013. AAAI (2013).
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  • Blockeel, H., Kersting, K., Nijssen, S., Zelezný, F. eds: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II. Springer (2013).
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  • Muñoz-Avila, H., Stracuzzi, D.J. eds: Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, IAAI 2013, July 14-18, 2013, Bellevue, Washington, USA. AAAI (2013).
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  • Gogate, V., Kersting, K., Natarajan, S., Poole, D.: Preface. Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013. AAAI (2013).
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  • Xiong, H., Karypis, G., Thuraisingham, B.M., Cook, D.J., Wu, X. eds: 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013. IEEE Computer Society (2013).
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  • Blockeel, H., Kersting, K., Nijssen, S., Zelezný, F. eds: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III. Springer (2013).
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  • Agrawal, V., Archibald, C., Bhatt, M., Bui, H.H., Cook, D.J., Cortés, J., Geib, C.W., Gogate, V., Guesgen, H.W., Jannach, D., Johanson, M., Kersting, K., Konidaris, G., Kotthoff, L., Michalowski, M., Natarajan, S., O'Sullivan, B., Pickett, M., Podobnik, V., Poole, D., Shastri, L., Shehu, A., Sukthankar, G.: The AAAI-13 Conference Workshops. AI Magazine. 34, 9 (2013).
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  • Voorhees, E.M. ed: Proceedings of The Twenty-Second Text REtrieval Conference, TREC 2013, Gaithersburg, Maryland, USA, November 19-22, 2013. National Institute of Standards and Technology (NIST) (2013).
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  • Ahmadi, B., Kersting, K., Mladenov, M., Natarajan, S.: Exploiting symmetries for scaling loopy belief propagation and relational training. Machine Learning. 92, 91--132 (2013).
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  • Natarajan, S., Picado, J., Khot, T., Kersting, K., Ré, C., Shavlik, J.W.: Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text. Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013. AAAI (2013).
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  • Chaudry, B., Connelly, K., Siek, K.A., Welch, J.L.: Formative evaluation of a mobile liquid portion size estimation interface for people with varying literacy skills. J. Ambient Intelligence and Humanized Computing. 4, 779--789 (2013).
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  • Yang, S., Natarajan, S.: Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models. In: Blockeel, H., Kersting, K., Nijssen, S., and Zelezný, F. (eds.) Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II. p. 580--595. Springer (2013).
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  • Saha, B.N., Kunapuli, G., Ray, N., Maldjian, J.A., Natarajan, S.: AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy. In: Blockeel, H., Kersting, K., Nijssen, S., and Zelezný, F. (eds.) Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III. p. 1--16. Springer (2013).
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  • Cheng, K., Caine, K.E., Pratt, W., Connelly, K.: Consumer engagement in health technologies special interest group. In: Mackay, W.E., Brewster, S.A., and Bødker, S. (eds.) 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Paris, France, April 27 - May 2, 2013, Extended Abstracts. p. 2485--2488. ACM (2013).
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  • Toscos, T., Connelly, K., Rogers, Y.: Designing for positive health affect: Decoupling negative emotion and health monitoring technologies. 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013, Venice, Italy, May 5-8, 2013. p. 153--160. IEEE (2013).
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  • Mackay, W.E., Brewster, S.A., Bødker, S. eds: 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Paris, France, April 27 - May 2, 2013. ACM (2013).
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  • Mackay, W.E., Brewster, S.A., Bødker, S. eds: 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Paris, France, April 27 - May 2, 2013, Extended Abstracts. ACM (2013).
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  • Khot, T., Zhang, C., Shavlik, J.W., Natarajan, S., Ré, C.: Bootstrapping Knowledge Base Acceleration. In: Voorhees, E.M. (ed.) Proceedings of The Twenty-Second Text REtrieval Conference, TREC 2013, Gaithersburg, Maryland, USA, November 19-22, 2013. National Institute of Standards and Technology (NIST) (2013).
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  • Natarajan, S., Odom, P., Joshi, S., Khot, T., Kersting, K., Tadepalli, P.: Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. In: Zaverucha, G., Costa, V.\'ıtor S., and Paes, A. (eds.) Inductive Logic Programming - 23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers. p. 64--75. Springer (2013).
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  • Lorenzen-Huber, L., Shankar, K., Caine, K.E., Connelly, K., Camp, L.J., Walker, B.A., Borrero, L.: How In-Home Technologies Mediate Caregiving Relationships in Later Life. Int. J. Hum. Comput. Interaction. 29, 441--455 (2013).
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  • Chen, Y., Cheng, K.G., Tang, C., Siek, K.A., Bardram, J.E.: Is my doctor listening to me?: impact of health it systems on patient-provider interaction. In: Mackay, W.E., Brewster, S.A., and Bødker, S. (eds.) 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Paris, France, April 27 - May 2, 2013, Extended Abstracts. p. 2419--2426. ACM (2013).
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  • Samavati, F.F., Hawkey, K. eds: Graphics Interface 2013, GI '13, Regina, SK, Canada, May 29-31, 2013, Proceedings. Canadian Information Processing Society / ACM (2013).
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  • Khan, D.U., Schaefbauer, C.L., Sczechowski, G., Siek, K.A.: Demographics Specific Interfaces to Promote Healthy Snacking in Low SES Families. AMIA 2013, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 16-20, 2013. AMIA (2013).
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  • Ananthanarayan, S., Sheh, M., Chien, A., Profita, H., Siek, K.A.: Pt Viz: towards a wearable device for visualizing knee rehabilitation exercises. In: Mackay, W.E., Brewster, S.A., and Bødker, S. (eds.) 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, CHI '13, Paris, France, April 27 - May 2, 2013. p. 1247--1250. ACM (2013).
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  • Weiss, J.C., Natarajan, S., Jr., C.D.P.: Learning When to Reject an Importance Sample. Late-Breaking Developments in the Field of Artificial Intelligence, Bellevue, Washington, USA, July 14-18, 2013. AAAI (2013).
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  • MacLeod, H., Tang, A., Carpendale, S.: Personal informatics in chronic illness management. In: Samavati, F.F. and Hawkey, K. (eds.) Graphics Interface 2013, GI '13, Regina, SK, Canada, May 29-31, 2013, Proceedings. p. 149--156. Canadian Information Processing Society / ACM (2013).
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  • Barnes, P., Caine, K.E., Connelly, K., Siek, K.A.: Understanding the needs of low SES patients with type 2 diabetes. 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013, Venice, Italy, May 5-8, 2013. p. 302--306. IEEE (2013).
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  • Kunapuli, G., Odom, P., Shavlik, J.W., Natarajan, S.: Guiding Autonomous Agents to Better Behaviors through Human Advice. In: Xiong, H., Karypis, G., Thuraisingham, B.M., Cook, D.J., and Wu, X. (eds.) 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013. p. 409--418. IEEE Computer Society (2013).
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  • Natarajan, S., Kersting, K., Ip, E., Jacobs, D.R., Carr, J.: Early Prediction of Coronary Artery Calcification Levels Using Machine Learning. In: Muñoz-Avila, H. and Stracuzzi, D.J. (eds.) Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, IAAI 2013, July 14-18, 2013, Bellevue, Washington, USA. AAAI (2013).
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2012

  • Weiss, J.C., Natarajan, S., Peissig, P.L., McCarty, C.A., Page, D.: Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records. In: Fromherz, M.P.J. and Muñoz-Avila, H. (eds.) Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI (2012).
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  • Page, D., Costa, V.\'ıtor S., Natarajan, S., Barnard, A., Peissig, P.L., Caldwell, M.: Identifying Adverse Drug Events by Relational Learning. In: Hoffmann, J. and Selman, B. (eds.) Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI Press (2012).
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  • Natarajan, S., Khot, T., Kersting, K., Gutmann, B., Shavlik, J.W.: Gradient-based boosting for statistical relational learning: The relational dependency network case. Machine Learning. 86, 25--56 (2012).
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  • Kersting, K., Ahmadi, B., Natarajan, S.: Counting Belief Propagation. CoRR. abs/1205.2637, (2012).
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  • Weiss, J.C., Natarajan, S., Peissig, P.L., McCarty, C.A., Page, D.: Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records. AI Magazine. 33, 33--45 (2012).
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  • Ahmadi, B., Kersting, K., Natarajan, S.: Lifted Online Training of Relational Models with Stochastic Gradient Methods. In: Flach, P.A., Bie, T.D., and Cristianini, N. (eds.) Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. p. 585--600. Springer (2012).
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  • Weiss, J.C., Natarajan, S., Page, D.: Multiplicative Forests for Continuous-Time Processes. In: Bartlett, P.L., Pereira, F.C.N., Burges, C.J.C., Bottou, L., and Weinberger, K.Q. (eds.) Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. p. 467--475 (2012).
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  • Natarajan, S., Joshi, S., Saha, B.N., Edwards, A., Khot, T., Moody, E., Kersting, K., Whitlow, C.T., Maldjian, J.A.: A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain. 11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1. p. 203--208. IEEE (2012).
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  • Saha, B.N., Natarajan, S., Kota, G., Whitlow, C.T., Bowden, D., Divers, J., Freedman, B.I., Maldjian, J.A.: A Novel Hierarchical Level Set with AR-boost for White Matter Lesion Segmentation in Diabetes. 11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1. p. 90--95. IEEE (2012).
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  • Fromherz, M.P.J., Muñoz-Avila, H. eds: Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI (2012).
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  • Shankar, K., Camp, L.J., Connelly, K., Huber, L.L.: Aging, Privacy, and Home-Based Computing: Developing a Design Framework. IEEE Pervasive Computing. 11, 46--54 (2012).
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  • ur Rehman Laghari, K., Connelly, K.: Toward total quality of experience: A QoE model in a communication ecosystem. IEEE Communications Magazine. 50, 58--65 (2012).
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  • Hoffmann, J., Selman, B. eds: Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI Press (2012).
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  • Toscos, T., Connelly, K., Rogers, Y.: Best intentions: health monitoring technology and children. In: Konstan, J.A., Chi, E.H., and Höök, K. (eds.) CHI Conference on Human Factors in Computing Systems, CHI '12, Austin, TX, USA - May 05 - 10, 2012. p. 1431--1440. ACM (2012).
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  • Mutsuddi, A.U., Connelly, K.: Text messages for encouraging physical activity Are they effective after the novelty effect wears off? 6th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2012 and Workshops, San Diego, CA, USA, May 21-24, 2012. p. 33--40. IEEE (2012).
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  • Luo, G., Liu, J., Yang, C.C. eds: ACM International Health Informatics Symposium, IHI '12, Miami, FL, USA, January 28-30, 2012. ACM (2012).
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  • Ananthanarayan, S., Siek, K.A.: Persuasive wearable technology design for health and wellness. 6th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2012 and Workshops, San Diego, CA, USA, May 21-24, 2012. p. 236--240. IEEE (2012).
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  • Khan, D.U., Ananthanarayan, S., Le, A.T., Schaefbauer, C.L., Siek, K.A.: Designing mobile snack application for low socioeconomic status families. 6th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2012 and Workshops, San Diego, CA, USA, May 21-24, 2012. p. 57--64. IEEE (2012).
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  • Khan, D.U., Siek, K.A., Ananthanarayan, S.: Towards designing health monitoring interfaces for low socioeconomic status families. 6th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2012 and Workshops, San Diego, CA, USA, May 21-24, 2012. p. 167--170. IEEE (2012).
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  • Chaudry, B., Connelly, K.H., Siek, K.A., Welch, J.L.: Mobile interface design for low-literacy populations. In: Luo, G., Liu, J., and Yang, C.C. (eds.) ACM International Health Informatics Symposium, IHI '12, Miami, FL, USA, January 28-30, 2012. p. 91--100. ACM (2012).
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  • Bartlett, P.L., Pereira, F.C.N., Burges, C.J.C., Bottou, L., Weinberger, K.Q. eds: Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. (2012).
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  • Natarajan, S., Tadepalli, P., Fern, A.: A relational hierarchical model for decision-theoretic assistance. Knowl. Inf. Syst. 32, 329--349 (2012).
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  • Flach, P.A., Bie, T.D., Cristianini, N. eds: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I. Springer (2012).
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  • Konstan, J.A., Chi, E.H., Höök, K. eds: CHI Conference on Human Factors in Computing Systems, CHI '12, Austin, TX, USA - May 05 - 10, 2012. ACM (2012).
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  • Meyer, J., Boll, S., Lee, Y.S., Mayora, O., Siek, K.A., Röcker, C.: Wellness interventions and HCI: theory, practice, and technology. SIGHIT Record. 2, 51--53 (2012).
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  • Connelly, K., Siek, K.A., Chaudry, B., Jones, J., Astroth, K., Welch, J.L.: An offline mobile nutrition monitoring intervention for varying-literacy patients receiving hemodialysis: a pilot study examining usage and usability. JAMIA. 19, 705--712 (2012).
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2011

  • Chaudry, B., Connelly, K., Siek, K.A., Welch, J.L.: The design of a mobile portion size estimation interface for a low literacy population. 5th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2011, Dublin, Ireland, May 23-26, 2011. p. 160--167. IEEE (2011).
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  • Siek, K.A., Khan, D.U., Ross, S.E., Haverhals, L.M., Meyers, J., Cali, S.R.: Designing a Personal Health Application for Older Adults to Manage Medications: A Comprehensive Case Study. J. Medical Systems. 35, 1099--1121 (2011).
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  • Chachques, J.C., Varshney, U. eds: 1st International ICST Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2006, Innsbruck, Austria, November 29 - December 1, 2006. IEEE (2011).
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  • Schaefbauer, C.L., Siek, K.A.: Cautious, but optimistic: An ethnographic study on location and content of primary care providers using electronic medical records. 5th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2011, Dublin, Ireland, May 23-26, 2011. p. 63--70. IEEE (2011).
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  • Siek, K.A.: What are our responsibilities when designing sociotechnical health interventions? Interactions. 18, 20--23 (2011).
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  • Subramaniam, S., Natarajan, S., Senes, A.: A machine learning based approach to improve sidechain optimization. In: Grossman, R., Rzhetsky, A., Kim, S., and Wang, W. (eds.) ACM International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 11, Chicago, IL, USA - July 31 - August 03, 2011. p. 478--480. ACM (2011).
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  • Frasconi, P., Lisi, F.A. eds: Inductive Logic Programming - 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers. Springer (2011).
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  • Grossman, R., Rzhetsky, A., Kim, S., Wang, W. eds: ACM International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 11, Chicago, IL, USA - July 31 - August 03, 2011. ACM (2011).
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  • Toscos, T., Connelly, K., Rogers, Y.: "What's your number?": A survey of how parents and teens cope with diabetes in the context of technology support. 5th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2011, Dublin, Ireland, May 23-26, 2011. p. 210--213. IEEE (2011).
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  • Hazlewood, W.R., Stolterman, E., Connelly, K.: Issues in evaluating ambient displays in the wild: two case studies. In: Tan, D.S., Amershi, S., Begole, B., Kellogg, W.A., and Tungare, M. (eds.) Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011. p. 877--886. ACM (2011).
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  • Younge, A.J., Periasamy, V., Al-Azdee, M., Hazlewood, W.R., Connelly, K.: ScaleMirror: a pervasive device to aid weight analysis. In: Tan, D.S., Amershi, S., Begole, B., Kellogg, W.A., and Tungare, M. (eds.) Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Extended Abstracts Volume, Vancouver, BC, Canada, May 7-12, 2011. p. 2335--2340. ACM (2011).
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  • Walsh, T. ed: IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011. IJCAI/AAAI (2011).
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  • Tan, D.S., Amershi, S., Begole, B., Kellogg, W.A., Tungare, M. eds: Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Extended Abstracts Volume, Vancouver, BC, Canada, May 7-12, 2011. ACM (2011).
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  • Cook, D.J., Pei, J., Wang, W., Za\"ıane, O.R., Wu, X. eds: 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011. IEEE Computer Society (2011).
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  • Tan, D.S., Amershi, S., Begole, B., Kellogg, W.A., Tungare, M. eds: Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011. ACM (2011).
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  • Khot, T., Natarajan, S., Kersting, K., Shavlik, J.W.: Learning Markov Logic Networks via Functional Gradient Boosting. In: Cook, D.J., Pei, J., Wang, W., Za\"ıane, O.R., and Wu, X. (eds.) 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011. p. 320--329. IEEE Computer Society (2011).
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  • Natarajan, S., Joshi, S., Tadepalli, P., Kersting, K., Shavlik, J.W.: Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. In: Walsh, T. (ed.) IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011. p. 1414--1420. IJCAI/AAAI (2011).
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2010

  • Balcázar, J.L., Bonchi, F., Gionis, A., Sebag, M. eds: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II. Springer (2010).
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  • Draghici, S., Khoshgoftaar, T.M., Palade, V., Pedrycz, W., Wani, M.A., Zhu, X. eds: The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010. IEEE Computer Society (2010).
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  • Sammut, C., Webb, G.I. eds: Encyclopedia of Machine Learning. Springer (2010).
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  • Khan, D.U., Siek, K.A., Meyers, J., Haverhals, L.M., Cali, S.R., Ross, S.E.: Designing a personal health application for older adults to manage medications. In: Veinot, T.C., Catalyürek, Ü.V., Luo, G., Andrade, H., and Smalheiser, N.R. (eds.) ACM International Health Informatics Symposium, IHI 2010, Arlington, VA, USA, November 11 - 12, 2010, Proceedings. p. 849--858. ACM (2010).
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  • Siek, K.A., Ross, S.E., Khan, D.U., Haverhals, L.M., Cali, S.R., Meyers, J.: Colorado Care Tablet: The design of an interoperable Personal Health Application to help older adults with multimorbidity manage their medications. Journal of Biomedical Informatics. 43, S22--S26 (2010).
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  • Grinter, R.E., Siek, K.A., Grimes, A.: Feature - Is wellness informatics a field of human-centered health informatics? Interactions. 17, 76--79 (2010).
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  • Nielsen, R.D., Voyles, R.M., Bolaños, D., Mahoor, M.H., Pace, W.D., Siek, K.A., Ward, W.H.: A Platform for Human-Robot Dialog Systems Research. Dialog with Robots, Papers from the 2010 AAAI Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010. AAAI (2010).
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  • Grinter, R.E., Siek, K.A., Grimes, A.: Wellness informatics: towards a definition and grand challenges. In: Mynatt, E.D., Schoner, D., Fitzpatrick, G., Hudson, S.E., Edwards, W.K., and Rodden, T. (eds.) Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI 2010, Extended Abstracts Volume, Atlanta, Georgia, USA, April 10-15, 2010. p. 4505--4508. ACM (2010).
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  • Rogers, Y., Connelly, K., Hazlewood, W.R., Tedesco, L.: Enhancing learning: a study of how mobile devices can facilitate sensemaking. Personal and Ubiquitous Computing. 14, 111--124 (2010).
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  • Ananthanarayan, S., Siek, K.A.: Health sense: a gedanken experiment on persuasive wearable technology for health awareness. In: Veinot, T.C., Catalyürek, Ü.V., Luo, G., Andrade, H., and Smalheiser, N.R. (eds.) ACM International Health Informatics Symposium, IHI 2010, Arlington, VA, USA, November 11 - 12, 2010, Proceedings. p. 400--404. ACM (2010).
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  • Veinot, T.C., Catalyürek, Ü.V., Luo, G., Andrade, H., Smalheiser, N.R. eds: ACM International Health Informatics Symposium, IHI 2010, Arlington, VA, USA, November 11 - 12, 2010, Proceedings. ACM (2010).
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  • Mynatt, E.D., Schoner, D., Fitzpatrick, G., Hudson, S.E., Edwards, W.K., Rodden, T. eds: Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI 2010, Extended Abstracts Volume, Atlanta, Georgia, USA, April 10-15, 2010. ACM (2010).
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  • Natarajan, S., Khot, T., Lowd, D., Tadepalli, P., Kersting, K., Shavlik, J.W.: Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop, Atlanta, Georgia, USA, July 12, 2010. AAAI (2010).
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  • Aha, D.W., Boddy, M.S., Bulitko, V., d'Avila Garcez, A.S., Doshi, P., Edelkamp, S., Geib, C.W., Gmytrasiewicz, P.J., Goldman, R.P., Hitzler, P., Isbell, C.L., Josyula, D.P., Kaelbling, L.P., Kersting, K., Kunda, M., Lamb, L.\'ıs C., Marthi, B., McGreggor, K., Nastase, V., Provan, G.M., Raja, A., Ram, A., Riedl, M.O., Russell, S.J., Sabharwal, A., Smaus, J.-G., Sukthankar, G., Tuyls, K., van der Meyden, R., Halevy, A.Y., Mihalkova, L., Natarajan, S.: Reports of the AAAI 2010 Conference Workshops. AI Magazine. 31, 95--108 (2010).
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  • Jr., C.D.P., Natarajan, S.: Biomedical Informatics. In: Sammut, C. and Webb, G.I. (eds.) Encyclopedia of Machine Learning. p. 132. Springer (2010).
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  • Natarajan, S., Khot, T., Lowd, D., Tadepalli, P., Kersting, K., Shavlik, J.W.: Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. In: Balcázar, J.L., Bonchi, F., Gionis, A., and Sebag, M. (eds.) Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II. p. 434--450. Springer (2010).
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  • Natarajan, S., Kunapuli, G., Judah, K., Tadepalli, P., Kersting, K., Shavlik, J.W.: Multi-Agent Inverse Reinforcement Learning. In: Draghici, S., Khoshgoftaar, T.M., Palade, V., Pedrycz, W., Wani, M.A., and Zhu, X. (eds.) The Ninth International Conference on Machine Learning and Applications, ICMLA 2010, Washington, DC, USA, 12-14 December 2010. p. 395--400. IEEE Computer Society (2010).
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  • Walker, T., O'Reilly, C., Kunapuli, G., Natarajan, S., Maclin, R., Page, D., Shavlik, J.W.: Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. In: Frasconi, P. and Lisi, F.A. (eds.) Inductive Logic Programming - 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers. p. 253--268. Springer (2010).
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2009

  • Maitland, J., Chalmers, M., Siek, K.A.: Persuasion not required Improving our understanding of the sociotechnical context of dietary behavioural change. 3rd International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2009, London, UK, April 1-3, 2009. p. 1--8. IEEE (2009).
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  • Gross, T., Gulliksen, J., Kotzé, P., Oestreicher, L., Palanque, P.A., Prates, R.O., Winckler, M. eds: Human-Computer Interaction - INTERACT 2009, 12th IFIP TC 13 International Conference, Uppsala, Sweden, August 24-28, 2009, Proceedings, Part I. Springer (2009).
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  • Kurosu, M. ed: Human Centered Design, First International Conference, HCD 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009, Proceedings. Springer (2009).
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  • Khalil, A., Connelly, K.: A Collaborative Approach to Minimize Cellphone Interruptions. In: Gross, T., Gulliksen, J., Kotzé, P., Oestreicher, L., Palanque, P.A., Prates, R.O., and Winckler, M. (eds.) Human-Computer Interaction - INTERACT 2009, 12th IFIP TC 13 International Conference, Uppsala, Sweden, August 24-28, 2009, Proceedings, Part I. p. 874--877. Springer (2009).
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  • Maitland, J., Siek, K.A.: Technological approaches to promoting physical activity. In: Foth, M., Kjeldskov, J., and Paay, J. (eds.) Proceedings of the 21st Australasian Computer-Human Interaction Conference, OZCHI 2009: Open 24/7, Melbourne, Australia, November 23-27, 2009. p. 277--280. ACM (2009).
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  • Ozok, A.A., Zaphiris, P. eds: Online Communities and Social Computing, Third International Conference, OCSC 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings. Springer (2009).
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  • Foth, M., Kjeldskov, J., Paay, J. eds: Proceedings of the 21st Australasian Computer-Human Interaction Conference, OZCHI 2009: Open 24/7, Melbourne, Australia, November 23-27, 2009. ACM (2009).
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  • Siek, K.A., LaMarche, J.S., Maitland, J.: Bridging the information gap: collaborative technology design with low-income at-risk families to engender healthy behaviors. In: Foth, M., Kjeldskov, J., and Paay, J. (eds.) Proceedings of the 21st Australasian Computer-Human Interaction Conference, OZCHI 2009: Open 24/7, Melbourne, Australia, November 23-27, 2009. p. 89--96. ACM (2009).
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  • Kersting, K., Ahmadi, B., Natarajan, S.: Counting Belief Propagation. In: Bilmes, J.A. and Ng, A.Y. (eds.) UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009. p. 277--284. AUAI Press (2009).
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  • Shavlik, J.W., Natarajan, S.: Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network. In: Boutilier, C. (ed.) IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009. p. 1951--1956 (2009).
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  • Wani, M.A., Kantardzic, M.M., Palade, V., Kurgan, L.A., Qi, Y. (A.) eds: International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009. IEEE Computer Society (2009).
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  • Bilmes, J.A., Ng, A.Y. eds: UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009. AUAI Press (2009).
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  • Siek, K.A., Khan, D.U., Ross, S.E.: A Usability Inspection of Medication Management in Three Personal Health Applications. In: Kurosu, M. (ed.) Human Centered Design, First International Conference, HCD 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009, Proceedings. p. 129--138. Springer (2009).
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  • Natarajan, S., Tadepalli, P., Kunapuli, G., Shavlik, J.W.: Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. In: Wani, M.A., Kantardzic, M.M., Palade, V., Kurgan, L.A., and Qi, Y. (A.) (eds.) International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009. p. 141--146. IEEE Computer Society (2009).
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  • Peterson, K., Siek, K.A.: Analysis of Information Disclosure on a Social Networking Site. In: Ozok, A.A. and Zaphiris, P. (eds.) Online Communities and Social Computing, Third International Conference, OCSC 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings. p. 256--264. Springer (2009).
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  • Boutilier, C. ed: IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009. (2009).
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2008

  • Toscos, T., Faber, A.M., Connelly, K., Mutsuddi, A.U.: Encouraging physical activity in teens Can technology help reduce barriers to physical activity in adolescent girls? In: Saranummi, N., Korhonen, I., and Wactlar, H.D. (eds.) 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2008, Tampere, Finland, January 30 - February 1, 2008. p. 218--221. IEEE (2008).
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  • Connelly, K., Siek, K.A., Mulder, I., Neely, S., Stevenson, G., Kray, C.: Evaluating Pervasive and Ubiquitous Systems. IEEE Pervasive Computing. 7, 85--88 (2008).
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  • Liu, Y., Connelly, K.: Realizing an Open Ubiquitous Environment in a RESTful Way. 2008 IEEE International Conference on Web Services (ICWS 2008), September 23-26, 2008, Beijing, China. p. 96--103. IEEE Computer Society (2008).
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  • Hazlewood, W.R., Connelly, K., Makice, K., Lim, Y.-K.: Exploring evaluation methods for ambient information systems. In: Czerwinski, M., Lund, A.M., and Tan, D.S. (eds.) Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, CHI 2008, Florence, Italy, April 5-10, 2008. p. 2973--2978. ACM (2008).
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  • Natarajan, S., Tadepalli, P., Dietterich, T.G., Fern, A.: Learning first-order probabilistic models with combining rules. Ann. Math. Artif. Intell. 54, 223--256 (2008).
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  • Raedt, L.D., Dietterich, T.G., Getoor, L., Kersting, K., Muggleton, S. eds: Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007. Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany (2008).
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  • Blockeel, H., Ramon, J., Shavlik, J.W., Tadepalli, P. eds: Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers. Springer (2008).
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  • Zelezný, F., Lavrac, N. eds: Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings. Springer (2008).
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  • Bui, H.H., Cesari, F., Elenius, D., Morley, D.N., Natarajan, S., Saadati, S., Yeh, E., Yorke-Smith, N.: A context-aware personal desktop assistant. 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), Estoril, Portugal, May 12-16, 2008, Demo Proceedings. p. 1679--1680. IFAAMAS (2008).
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  • Natarajan, S., Bui, H.H., Tadepalli, P., Kersting, K., Wong, W.-K.: Logical Hierarchical Hidden Markov Models for Modeling User Activities. In: Zelezný, F. and Lavrac, N. (eds.) Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings. p. 192--209. Springer (2008).
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  • Mehta, N., Natarajan, S., Tadepalli, P., Fern, A.: Transfer in variable-reward hierarchical reinforcement learning. Machine Learning. 73, 289--312 (2008).
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  • Czerwinski, M., Lund, A.M., Tan, D.S. eds: Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, CHI 2008, Florence, Italy, April 5-10, 2008. ACM (2008).
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  • Saranummi, N., Korhonen, I., Wactlar, H.D. eds: 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2008, Tampere, Finland, January 30 - February 1, 2008. IEEE (2008).
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2007

  • Russell, I., Haller, S.M., Dougherty, J.D., Rodger, S.H. eds: Proceedings of the 38th SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2007, Covington, Kentucky, USA, March 7-11, 2007. ACM (2007).
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  • Baranauskas, M.C.\'ılia C., Palanque, P.A., Abascal, J., Barbosa, S.D.J. eds: Human-Computer Interaction - INTERACT 2007, 11th IFIP TC 13 International Conference, Rio de Janeiro, Brazil, September 10-14, 2007, Proceedings, Part I. Springer (2007).
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  • Natarajan, S., Judah, K., Tadepalli, P., Fern, A.: A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems. In: Yorke-Smith, N. (ed.) Interaction Challenges for Intelligent Assistants, Papers from the 2007 AAAI Spring Symposium, 26-28 March 2007, Stanford University, CA, USA. p. 90--97. AAAI Press (2007).
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  • Veloso, M.M. ed: IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007. (2007).
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  • Siek, K.A., Connelly, K., Menzel, S., Hopkins, L.: Propagating Diversity through Active Dissemination. IEEE Computer. 40, 89--92 (2007).
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  • Yorke-Smith, N. ed: Interaction Challenges for Intelligent Assistants, Papers from the 2007 AAAI Spring Symposium, 26-28 March 2007, Stanford University, CA, USA. AAAI Press (2007).
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  • Natarajan, S., Judah, K., Tadepalli, P., Fern, A.: A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems. Interaction Challenges for Intelligent Assistants, Papers from the 2007 AAAI Spring Symposium, Technical Report SS-07-04, Stanford, California, USA, March 26-28, 2007. p. 90--97. AAAI (2007).
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  • Townsend, G.C., Menzel, S., Siek, K.A.: Leveling the CS1 playing field. In: Russell, I., Haller, S.M., Dougherty, J.D., and Rodger, S.H. (eds.) Proceedings of the 38th SIGCSE Technical Symposium on Computer Science Education, SIGCSE 2007, Covington, Kentucky, USA, March 7-11, 2007. p. 331--335. ACM (2007).
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  • Connelly, K., Khalil, A., Liu, Y.: Do I Do What I Say?: Observed Versus Stated Privacy Preferences. In: Baranauskas, M.C.\'ılia C., Palanque, P.A., Abascal, J., and Barbosa, S.D.J. (eds.) Human-Computer Interaction - INTERACT 2007, 11th IFIP TC 13 International Conference, Rio de Janeiro, Brazil, September 10-14, 2007, Proceedings, Part I. p. 620--623. Springer (2007).
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  • Rogers, Y., Connelly, K., Tedesco, L., Hazlewood, W.R., Kurtz, A., Hall, R.E., Hursey, J., Toscos, T.: Why It's Worth the Hassle: The Value of In-Situ Studies When Designing Ubicomp. In: Krumm, J., Abowd, G.D., Seneviratne, A., and Strang, T. (eds.) UbiComp 2007: Ubiquitous Computing, 9th International Conference, UbiComp 2007, Innsbruck, Austria, September 16-19, 2007, Proceedings. p. 336--353. Springer (2007).
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  • Jung, H., Connelly, K.: Exploring design concepts for sharing experiences through digital photography. In: Koskinen, I. and Keinonen, T. (eds.) Proceedings of the 2007 International Conference on Designing Pleasurable Products and Interfaces, 2007, Helsinki, Finland, August 22-25, 2007. p. 313--327. ACM (2007).
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  • Krumm, J., Abowd, G.D., Seneviratne, A., Strang, T. eds: UbiComp 2007: Ubiquitous Computing, 9th International Conference, UbiComp 2007, Innsbruck, Austria, September 16-19, 2007, Proceedings. Springer (2007).
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  • Fern, A., Natarajan, S., Judah, K., Tadepalli, P.: A Decision-Theoretic Model of Assistance. In: Veloso, M.M. (ed.) IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007. p. 1879--1884 (2007).
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  • Natarajan, S., Tadepalli, P., Fern, A.: Exploiting prior knowledge in Intelligent Assistants - Combining relational models with hierarchies. In: Raedt, L.D., Dietterich, T.G., Getoor, L., Kersting, K., and Muggleton, S. (eds.) Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007. Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany (2007).
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  • Natarajan, S., Tadepalli, P., Fern, A.: A Relational Hierarchical Model for Decision-Theoretic Assistance. In: Blockeel, H., Ramon, J., Shavlik, J.W., and Tadepalli, P. (eds.) Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers. p. 175--190. Springer (2007).
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  • Koskinen, I., Keinonen, T. eds: Proceedings of the 2007 International Conference on Designing Pleasurable Products and Interfaces, 2007, Helsinki, Finland, August 22-25, 2007. ACM (2007).
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2006

  • Hinds, P.J., Martin, D. eds: Proceedings of the 2006 ACM Conference on Computer Supported Cooperative Work, CSCW 2006, Banff, Alberta, Canada, November 4-8, 2006. ACM (2006).
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  • Liu, Y., Connelly, K.: SmartContacts: A Large Scale Social Context Service Discovery System. 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy. p. 388--392. IEEE Computer Society (2006).
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  • Liu, Y., Connelly, K.: Towards Wide Area Context-Aware Environments. 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy. p. 616--619. IEEE Computer Society (2006).
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  • Khalil, A., Connelly, K.: Context-aware telephony: privacy preferences and sharing patterns. In: Hinds, P.J. and Martin, D. (eds.) Proceedings of the 2006 ACM Conference on Computer Supported Cooperative Work, CSCW 2006, Banff, Alberta, Canada, November 4-8, 2006. p. 469--478. ACM (2006).
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  • Bennett, G., Lindgaard, G., Tsuji, B., Connelly, K.H., Siek, K.A.: Reality testing: HCI challenges in non-traditional environments. In: Olson, G.M. and Jeffries, R. (eds.) Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, CHI 2006, Montréal, Québec, Canada, April 22-27, 2006. p. 1679--1682. ACM (2006).
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  • Grinter, R.E., Rodden, T., Aoki, P.M., Cutrell, E., Jeffries, R., Olson, G.M. eds: Proceedings of the 2006 Conference on Human Factors in Computing Systems, CHI 2006, Montréal, Québec, Canada, April 22-27, 2006. ACM (2006).
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  • Connelly, K.H., Faber, A.M., Rogers, Y., Siek, K.A., Toscos, T.: Mobile applications that empower people to monitor their personal health. Elektrotechnik und Informationstechnik. 123, 124--128 (2006).
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  • Siek, K.A., Connelly, K.H., Rogers, Y., Rohwer, P., Lambert, D., Welch, J.L.: When Do We Eat? An Evaluation of Food Items Input into an Electronic Food Monitoring Application. In: Chachques, J.C. and Varshney, U. (eds.) 1st International ICST Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2006, Innsbruck, Austria, November 29 - December 1, 2006. p. 1--10. IEEE (2006).
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  • Siek, K.A., Connelly, K.H., Rogers, Y.: Pride and prejudice: learning how chronically ill people think about food. In: Grinter, R.E., Rodden, T., Aoki, P.M., Cutrell, E., Jeffries, R., and Olson, G.M. (eds.) Proceedings of the 2006 Conference on Human Factors in Computing Systems, CHI 2006, Montréal, Québec, Canada, April 22-27, 2006. p. 947--950. ACM (2006).
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  • Olson, G.M., Jeffries, R. eds: Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, CHI 2006, Montréal, Québec, Canada, April 22-27, 2006. ACM (2006).
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2005

  • Siek, K.A., Rogers, Y., Connelly, K.H.: Fat Finger Worries: How Older and Younger Users Physically Interact with PDAs. In: Costabile, M.F. and Paternò, F. (eds.) Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005, Proceedings. p. 267--280. Springer (2005).
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  • Raedt, L.D., Wrobel, S. eds: Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005. ACM (2005).
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  • Dey, A.K., Kokinov, B.N., Leake, D.B., Turner, R.M. eds: Modeling and Using Context, 5th International and Interdisciplinary Conference, CONTEXT 2005, Paris, France, July 5-8, 2005, Proceedings. Springer (2005).
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  • Natarajan, S., Tadepalli, P.: Dynamic preferences in multi-criteria reinforcement learning. In: Raedt, L.D. and Wrobel, S. (eds.) Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005. p. 601--608. ACM (2005).
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  • Costabile, M.F., Paternò, F. eds: Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005, Proceedings. Springer (2005).
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  • Natarajan, S., Tadepalli, P., Altendorf, E., Dietterich, T.G., Fern, A., Restificar, A.C.: Learning first-order probabilistic models with combining rules. In: Raedt, L.D. and Wrobel, S. (eds.) Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005. p. 609--616. ACM (2005).
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  • Connelly, K., Liu, Y., Bulwinkle, D., Miller, A., Bobbitt, I.: A Toolkit for Automatically Constructing Outdoor Radio Maps. International Symposium on Information Technology: Coding and Computing (ITCC 2005), Volume 2, 4-6 April 2005, Las Vegas, Nevada, USA. p. 248--253. IEEE Computer Society (2005).
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  • Khalil, A., Connelly, K.: Improving Cell Phone Awareness by Using Calendar Information. In: Costabile, M.F. and Paternò, F. (eds.) Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005, Proceedings. p. 588--600. Springer (2005).
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  • Khalil, A., Connelly, K.: Context-Aware Configuration: A Study on Improving Cell Phone Awareness. In: Dey, A.K., Kokinov, B.N., Leake, D.B., and Turner, R.M. (eds.) Modeling and Using Context, 5th International and Interdisciplinary Conference, CONTEXT 2005, Paris, France, July 5-8, 2005, Proceedings. p. 197--209. Springer (2005).
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2004

  • Connelly, K., Khalil, A.: On Negotiating Automatic Device Configuration in Smart Environments. 2nd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2004 Workshops), 14-17 March 2004, Orlando, FL, USA. p. 213--218. IEEE Computer Society (2004).
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2002

  • Parashar, M. ed: Grid Computing - GRID 2002, Third International Workshop, Baltimore, MD, USA, November 18, 2002, Proceedings. Springer (2002).
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  • Ramakrishnan, L., Rehn, H., Alameda, J., Ananthakrishnan, R., Govindaraju, M., Slominski, A., Connelly, K., Welch, V., Gannon, D., Bramley, R., Hampton, S.: An Authorization Framework for a Grid Based Component Architecture. In: Parashar, M. (ed.) Grid Computing - GRID 2002, Third International Workshop, Baltimore, MD, USA, November 18, 2002, Proceedings. p. 169--180. Springer (2002).
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  • Serban, C., Marceau, C., Foley, S.N. eds: Proceedings of the 2002 Workshop on New Security Paradigms, Virginia Beach, VA, USA, September 23-26, 2002. ACM (2002).
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  • Connelly, K., Chien, A.A.: Breaking the barriers: high performance security for high performance computing. In: Serban, C., Marceau, C., and Foley, S.N. (eds.) Proceedings of the 2002 Workshop on New Security Paradigms, Virginia Beach, VA, USA, September 23-26, 2002. p. 36--42. ACM (2002).
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1999

  • Chien, A.A., Lauria, M., Pennington, R., Showerman, M., Iannello, G., Buchanan, M., Connelly, K., Giannini, L.A., Koenig, G., Krishnamurthy, S., Liu, Q., Pakin, S., Sampemane, G.: Design and Evaluation of an HPVM-Based Windows NT Supercomputer. IJHPCA. 13, 201--219 (1999).
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1997

  • Connelly, K.H., Chien, A.A.: FM-QoS: Real-time Communication using Self-synchronizing Schedules. Proceedings of the ACM/IEEE Conference on Supercomputing, SC 1997, November 15-21, 1997, San Jose, CA, USA. p. 2. ACM (1997).
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