Ph.D. Thesis

C. P. Diehl, “Toward Efficient Collaborative Classification for Distributed Video Surveillance,” Department of Electrical and Computer Engineering, Carnegie Mellon University, December 2000 [PDF]

Edited Volumes

L. Getoor, C. P. Diehl eds., ACM SIGKDD Explorations Special Issue on Link Mining, 7(2), December 2005

Journal Publications and Book Chapters

A. Banerjee, P. Burlina, C. P. Diehl, “One-class Support Vector Machines for Hyperspectral Anomaly Detection,” Kernel Methods for Remote Sensing Data Analysis, G. Camps-Valls, L. Bruzzone eds., Wiley, 2009, pp. 169-192 [PDF]

A. Banerjee, P. Burlina, C. P. Diehl, “A Support Vector Method for Anomaly Detection in Hyperspectral Imagery,” IEEE Transactions on Geoscience and Remote Sensing, 44(8), August 2006, pp. 2282-2291 [PDF]

L. Getoor, C. P. Diehl, “Link Mining: A Survey,” ACM SIGKDD Explorations, 7(2), December 2005 [PDF]

M. Saptharishi, C. S. Oliver, C. P. Diehl, K. S. Bhat, J. M. Dolan, A. Trebi-Ollennu, P. K. Khosla, “Distributed Surveillance and Reconnaissance Using Multiple Autonomous ATVs: CyberScout,” IEEE Transactions on Robotics and Automation: Special Issue on Advances in Multirobot Systems, 18(5), October 2002 [PDF]

Conference and Workshop Publications

C. P. Diehl, J. Montemayor, M. Pekala, “Social Relationship Identification: An Example of Social Query,” Symposium on Social Intelligence and Networking, 2009 IEEE International Conference on Social Computing [PDF]

J. Montemayor, C. P. Diehl, M. Pekala, D. Patrone, “SocialRank: An Ego- and Time-Centric Workflow for Relationship Identification,” 2008 IEEE Symposium on Visual Analytics Science and Technology [PDF] [Video]

C. P. Diehl, A. Llorens, “Data-Dependent Generalization Performance Assessment Via Quasiconvex Optimization,” 2008 IEEE International Workshop on Machine Learning for Signal Processing [PDF]

C. P. Diehl, G. Namata, L. Getoor, “Relationship Identification for Social Network Discovery,” AAAI 2008 Enhanced Messaging Workshop [PDF] (Note: this paper is a shortened version of the AAAI 2007 paper)

C. P. Diehl, G. Namata, L. Getoor, “Relationship Identification for Social Network Discovery,” AAAI 2007 [PDF]

G. Cauwenberghs, A. Andreou, J. West, M. Stanacevic, A. Celik, P. Julian, T. Teixeira, C. Diehl, L. Riddle, “A Miniature, Low-Power, Intelligent Sensor Node for Persistent Acoustic Surveillance,” Proceedings of the SPIE, 5796, May 2005, pp. 294-305 [PDF]

C. J. Costello, C. P. Diehl, A. Banerjee, H. Fisher, “Scheduling an Active Camera to Observe People,” Proceedings of the 2nd ACM International Workshop on Video Surveillance and Sensor Networks, October 2004 [PDF]

R. J. Vogelstein, K. Murari, P. H. Thakur, G. Cauwenberghs, S. Chakrabartty, C. P. Diehl, “Spike Sorting with Support Vector Machines,” Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Francisco, CA, September 2004 [PDF]

C. P. Diehl, “Approximate Leave-One-Out Error Estimation for Learning with Smooth, Strictly Convex Margin Loss Functions,” Proceedings of the 2004 IEEE Workshop on Machine Learning for Signal Processing [PDF]

I-J. Wang, C. P. Diehl, F. J. Pineda, “A Statistical Model of Proteolytic Digestion,” Proceedings of the 2003 IEEE Computer Society Bioinformatics Conference, pp. 506-508 [PDF]

C. P. Diehl, G. Cauwenberghs, “SVM Incremental Learning, Adaptation and Optimization,” Proceedings of the 2003 International Joint Conference on Neural Networks, Special Session on Incremental Learning, pp. 2685-2690, Invited Paper [PDF] [Code]

C. P. Diehl, J. B. Hampshire II, “Real-time Object Classification and Novelty Detection for Collaborative Video Surveillance,” Proceedings of the 2002 International Joint Conference on Neural Networks, vol. 3, pp. 2620-2625 [PDF]

M. Saptharishi, K. S. Bhat, C. P. Diehl, J. M. Dolan, P. K. Khosla, “CyberScout: Distributed Agents for Autonomous Reconnaissance and Surveillance,” Proceedings of the Conference on Mechatronics and Machine Vision in Practice, September 2000, pp. 93-100 [PDF]

M. Saptharishi, K. Bhat, C. Diehl, C. Oliver, M. Savvides, A. Soto, J. Dolan, P. Khosla, “Recent Advances in Distributed Collaborative, Surveillance,” Proceedings of the SPIE, vol. 4040, pp. 199-208 [PDF]

C. P. Diehl, M. Saptharishi, J. B. Hampshire II, P. K. Khosla, “Collaborative Surveillance Using Both Fixed and Mobile Unattended Ground Sensors,” Proceedings of the SPIE, vol. 3713, July 1999, pp. 178-185 [PDF]

C. P. Diehl, B. E. Henty, N. Kanodia, D. D. Stancil, “Wireless RF Distribution in Buildings Using Heating and Ventilation Ducts,” Proceedings of 8th Annual Virginia Tech Symposium on Wireless Personal Communications, Blacksburg, VA, 10-12 June 1998, pp. 61-70 [PDF]

Tech Reports

C. P. Diehl, “LinUCB Formulation Based on the Sherman-Morrison Matrix Inverse Update,” 2015 [PDF]

C. P. Diehl, “Rademacher Penalty Optimization with the Generalized Ramp Loss,” 2008 [PDF]