- Application Design for Wearable Computing, D. Siewiorek, A. Smailagic, T. Starner, Text Book, Morgan & Claypool Publishers, March 2008.
- RADAR: A Personal Assistant that Learns to Reduce Email Overload, Freed M., Carbonell, J., G. Gordon, J. Hayes, B. Myers, S.F. Smith, D. Seiwiorek, A. Steinfeld and A. Tomasic, Proceedings 23rd Annual Conference of the Association for the Advancement of Artificial Intelligence (AAAI 2008), Chicago, IL, July 2008.
- Scheduling with uncertain resources: Learning to make reasonable assumptions, Steven Gardiner, Eugene Fink, and Jaime G. Carbonell, in Proceedings of the IEEE Conference on Systems, Man and Cybernetics, 2008.
- Scheduling with uncertain resources: Learning to ask the right questions, Alexander Carpentier, Mehrbod Sharifi, Eugene Fink, and Jaime G. Carbonell, in Proceedings of the IEEE Conference on Systems, Man, and Cybernetics, 2008.
- What to Do When Search Fails: Finding Information by Association, Duen Horng Chau, Brad Myers, and Andrew Faulring, in Proceedings of the Conference on Human Factors in Computing Systems (CHI 2008). Florence, Italy. April 5–10, 2008. 999–1008.
- A Few Good Agents: Multi-Agent Social Learning, J. Oh and S.F. Smith, in Proceedings 7th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 07), Estoril Portugal, May, 2008.
- Linear-Relaxation Techniques for Task Management in Uncertain Settings, Varakantham, P. and S.F. Smith, in Proceedings 18th International Conference on Automated Planning and Scheduling, Sydney, Australia, September, 2008.
- Personalized Active Learning for Collaborative Filtering, A. Harpale, Y. Yang, ACM SIGIR 2008.
- Flexible Latent Variable Models for Multi-Task Learning, J. Zhang, Z. Ghahramani and Y. Yang, Machine Learning, 2008.
- Optimizing Estimated Loss Reduction for Active Sampling in Rank Learning, P. Donmez and J. Carbonell, in Proceedings of the International Conference in Machine Learning, 2008.
- Rare Class Discovery Based on Active Learning, J. He and J. Carbonell, in Proceedings of the 10th International Symposium on Artificial Intelligence and Mathematics”, Florida, 2008.
- Paired Sampling in Density-Sensitive Active Learning, P. Donmez and J. Carbonell, in Proceedings of the 10th International Symposium on Artificial Intelligence and Mathematics”, Florida, 2008.
- Active Sampling for Web Document Rank Learning via Optimizing the Area Under the ROC Curve, P. Donmez and J. Carbonell, in Proceedings of the 17th Conference on the World-Wide Web”, Bejing, China, 2008.
- Fast Learning of Document Ranking Functions with the Committee Perceptron, J. Elsas, R. Carvalho and J. Carbonell, in Proceedings of the 1st ACM International Conference on Web Search and Data Mining, Stanford U, CA, 2008.
- Activity-centred Search in Email, E. Minkov, R. Balasubramanyan and W. Cohen, Conference on Email and Anti-Spam (CEAS) 2008, Mountain View, August ’08.
- CutOnce – Recipient Recommendation and Leak Detection in Action, R. Balasubramanyan, V. Carvalho and W. Cohen, in Conference on Email and Anti-Spam (CEAS) 2008, Mountain View, August ’08.
- Classifying Wheelchair Propulsion Patterns with a Wrist Mounted Accelerometer, B. French, A. Smailagic, D. Siewiorek, V. Ambur, D. Tyam, Proc. IEEE Conference on Body Area Networks (BodyNets’08), Tempe, AZ, March 2008.
- Towards a Virtual Coach for Manual Wheelchair users, B. French, D. Tyam, D. Siewiorek, A. Smailagic, D. Dang, Proc. International IEEE Symposium on Wearable Computers, IEEE Computer Society Press, Pittsburgh, PA, September 2008.
- Local Minima Free Parameterized Appearance Models, M. Nguyen and F. De la Torre, Proc. IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Anchorage, AK, June 2008.
- Parameterized Kernel Principal Component Analysis – Theory and Applications to Supervised and Unsupervised Image Alignment, F. De la Torre and M. Nguyen, Proc. IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Anchorage, AK, June 2008.
- Semi-supervised Learning of Multifactor Models for Face De-identification, R. Gross, L. Swenney, F. De la Torre and S. Baker, Proc. IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society Press, Anchorage, AK, June 2008.
- Successful user interfaces for RADAR, A. Faulring, K. Mohnkern, A. Steinfeld, B. Myers, in Proc. ACM Conference on Human Factors in Computing Systems (CHI) Workshop on Usable Artificial Intelligence.
- Multi-field Correlated Topic Modeling, K. Salomatin, Y. Yang, A. Lad, NIPS 2008 (Submitted).
- Graph Structure Learning for Task Ordering, Y. Yang, A. Lad, H. Shu, B. Kisiel, S. Ganapathy, C. Cumby, R. Ghani, K. Probst, CIKM 2008 (Submitted).
- Feldspar: A System for Finding Information by Association, D. H. Chau, B. Myers, and A. Faulring, in Proceedings of the Conference on Human Factors in Computing Systems, Workshop on the Disappearing Desktop: Personal Information Management (CHI 2008). Florence, Italy. April 5–6, 2008.
- CutOnce – Recipient Recommendation and Leak Detection in Action, R. Balasubramanyan, V. Carvalho, W. Cohen, Email Workshop at AAAI ’08, Chicago, July ’08.
- Activity-centric Search in Email, E. Minkov, R. Balasubramanyan, W. Cohen, Email Workshop at AAAI ’08, Chicago, July ’08.
- The Effects of Highlighting and Pop-up Interruption on Task Performance, P. Quinones, A. Steinfeld, J. Vora, A. Smailagic, J. Hansen, D. Siewiorek, P. Phadhana, A. Shah, Proc. Human Factors and Ergonomics Society’s 52nd Annual Meeting, September 22-26, 2008, New York City, NY.
- HMM-based Gesture Recognition for Questionnaire Completion, R. Amstutz, O. Amft, A. Smailagic, D. Siewiorek, G. Troester, Proc. The Fifth International Forum on Applied Wearable Computing, Pittsburgh, PA, September 2008.
- Integrating a Natural Language Message Pre-Processor with UIMA, E. Nyberg, E. Riebling, R.C. Wang, and R. Frederking, Proceedings of the Workshop “Towards Enhanced Interoperability for Large HLT Systems: UIMA for NLP” at the Sixth Conference on Language Resources and Evaluation (LREC-2008). Marrakech, Morocco. 2008.
- Automatically Generating Look-Back Strategy Questions from Expository Texts, D. Gates, in Procedings of the Workshop on the Question Generation Shared Task and Evaluation Challenge, September 25 and 26, Arlington, VA, forthcoming.
- Using Semantic Features to Improve Task Identification in Email Messages, S. Yoo, D. Gates, L. S. Levin, S. Fung, S. Agarwal, M. Freed, NLDB 2008: 355-357
- A Demonstration of the RADAR Personal Assistant, A. Faulring, B. Myers, K. Mohnkern, and M. Freed, in Proceedings of the AAAI Conference on Artificial Intelligence, Intelligent Systems Demonstrations (AAAI 2008). Chicago, Illinois, USA. July 13–17, 2008.
- Advising Busy Users on How to Cut Corners, P. Varakantham and S.F. Smith, CMU Robotics Institute Technical Report CMU-TR-RI-08-17, May, 2008.
