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Publications of Tom Dietterich Thomas G. Dietterich Thomas Glenn Dietterich ( http://dblp.L3S.de/Authors/Tom_Dietterich )

Publication years (Num. hits)
1979-1987 (15) 1988-1991 (18) 1992-1995 (18) 1996-2000 (22) 2001-2004 (16) 2005-2007 (24) 2008-2009 (18) 2010-2011 (15) 2012-2013 (17) 2014-2015 (23) 2016-2018 (22) 2019 (8)
Publication types (Num. hits)
article(81) incollection(2) inproceedings(128) proceedings(5)
Venues (Conferences, Journals, ...)
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The graphs summarize 51 occurrences of 42 keywords

Results
Found 217 publication records. Showing 216 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong Sequential Feature Explanations for Anomaly Detection. Search on Bibsonomy TKDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Dan Hendrycks, Thomas G. Dietterich Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund 0001, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman Computational sustainability: computing for a better world and a sustainable future. Search on Bibsonomy Commun. ACM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Thomas G. Dietterich Robust artificial intelligence and robust human organizations. Search on Bibsonomy Frontiers Comput. Sci. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Tadesse Zemicheal, Thomas G. Dietterich Anomaly detection in the presence of missing values for weather data quality control. Search on Bibsonomy COMPASS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Dan Hendrycks, Thomas G. Dietterich Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Dan Hendrycks, Mantas Mazeika, Thomas G. Dietterich Deep Anomaly Detection with Outlier Exposure. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Shiv Shankar, Daniel Sheldon, Tao Sun, John Pickering, Thomas G. Dietterich Three-quarter Sibling Regression for Denoising Observational Data. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Dan Hendrycks, Thomas G. Dietterich Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas G. Dietterich Robust Artificial Intelligence and Robust Human Organizations. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Dan Hendrycks, Mantas Mazeika, Thomas G. Dietterich Deep Anomaly Detection with Outlier Exposure. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas G. Dietterich, George Trimponias, Zhitang Chen Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Z. Fern, Thomas G. Dietterich Learning Scripts as Hidden Markov Models. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas G. Dietterich, Tadesse Zemicheal Anomaly Detection in the Presence of Missing Values. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Si Liu, Risheek Garrepalli, Thomas G. Dietterich, Alan Fern, Dan Hendrycks Open Category Detection with PAC Guarantees. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Ryan Wright, Alec Theriault, David W. Archer Feedback-Guided Anomaly Discovery via Online Optimization. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Si Liu, Risheek Garrepalli, Alan Fern, Thomas G. Dietterich Can We Achieve Open Category Detection with Guarantees? Search on Bibsonomy AAAI Workshops The full citation details ... 2018 DBLP  BibTeX  RDF
1Majid Alkaee Taleghan, Thomas G. Dietterich Efficient Exploration for Constrained MDPs. Search on Bibsonomy AAAI Spring Symposia The full citation details ... 2018 DBLP  BibTeX  RDF
1Si Liu, Risheek Garrepalli, Thomas G. Dietterich, Alan Fern, Dan Hendrycks Open Category Detection with PAC Guarantees. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas G. Dietterich, George Trimponias, Zhitang Chen Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas G. Dietterich Steps Toward Robust Artificial Intelligence. Search on Bibsonomy AI Magazine The full citation details ... 2017 DBLP  BibTeX  RDF
1Jesse Hostetler, Alan Fern, Thomas G. Dietterich Sample-Based Tree Search with Fixed and Adaptive State Abstractions. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sean McGregor, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer, Thomas G. Dietterich Factoring Exogenous State for Model-Free Monte Carlo. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Sean McGregor, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer, Thomas G. Dietterich Fast Optimization of Wildfire Suppression Policies with SMAC. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui Incorporating Feedback into Tree-based Anomaly Detection. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Sean McGregor, Hailey Buckingham, Thomas G. Dietterich, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer Interactive visualization for testing Markov Decision Processes: MDPVIS. Search on Bibsonomy J. Vis. Lang. Comput. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Yann Dujardin, Tom Dietterich, Iadine Chades Three New Algorithms to Solve N-POMDPs. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott Incorporating Expert Feedback into Active Anomaly Discovery. Search on Bibsonomy ICDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das Finite Sample Complexity of Rare Pattern Anomaly Detection. Search on Bibsonomy UAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou Transductive Optimization of Top k Precision. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Majid Alkaee Taleghan, Thomas G. Dietterich, Mark Crowley 0001, Kim Hall, H. Jo Albers PAC optimal MDP planning with application to invasive species management. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2015 DBLP  BibTeX  RDF
1Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong Sequential Feature Explanations for Anomaly Detection. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Li-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou Transductive Optimization of Top k Precision. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Andrew Emmott, Shubhomoy Das, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong Systematic Construction of Anomaly Detection Benchmarks from Real Data. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Thomas G. Dietterich, Eric Horvitz Rise of concerns about AI: reflections and directions. Search on Bibsonomy Commun. ACM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Jesse Hostetler, Alan Fern, Thomas G. Dietterich Progressive Abstraction Refinement for Sparse Sampling. Search on Bibsonomy UAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Jun Xie, Chao Ma 0001, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli Learning Greedy Policies for the Easy-First Framework. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Michael Lam, Janardhan Rao Doppa, Sinisa Todorovic, Thomas G. Dietterich ℋC-search for structured prediction in computer vision. Search on Bibsonomy CVPR The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sean McGregor, Hailey Buckingham, Thomas G. Dietterich, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer Facilitating testing and debugging of Markov Decision Processes with interactive visualization. Search on Bibsonomy VL/HCC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sean McGregor, Hailey Buckingham, Thomas G. Dietterich, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer Facilitating testing and debugging of Markov Decision Processes with interactive visualization. Search on Bibsonomy VL/HCC The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Mohammad S. Sorower, Michael Slater, Thomas G. Dietterich Improving Automated Email Tagging with Implicit Feedback. Search on Bibsonomy UIST The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sean McGregor, Hailey Buckingham, Rachel Houtman, Claire A. Montgomery, Ronald A. Metoyer, Thomas G. Dietterich MDPVIS: An Interactive Visualization for Testing Markov Decision Processes. Search on Bibsonomy AAAI Fall Symposia The full citation details ... 2015 DBLP  BibTeX  RDF
1Eric Eaton, Tom Dietterich, Maria L. Gini, Barbara J. Grosz, Charles L. Isbell Jr., Subbarao Kambhampati, Michael L. Littman, Francesca Rossi, Stuart J. Russell, Peter Stone, Toby Walsh, Michael J. Wooldridge Who speaks for AI? Search on Bibsonomy AI Matters The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Stuart J. Russell, Tom Dietterich, Eric Horvitz, Bart Selman, Francesca Rossi, Demis Hassabis, Shane Legg, Mustafa Suleyman, Dileep George, D. Scott Phoenix Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter. Search on Bibsonomy AI Magazine The full citation details ... 2015 DBLP  BibTeX  RDF
1Yann Dujardin, Tom Dietterich, Iadine Chades α-min: A Compact Approximate Solver For Finite-Horizon POMDPs. Search on Bibsonomy IJCAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Kshitij Judah, Alan Paul Fern, Thomas G. Dietterich, Prasad Tadepalli Active lmitation learning: formal and practical reductions to I.I.D. learning. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2014 DBLP  BibTeX  RDF
1Andrew Farnsworth, Daniel Sheldon, Jeffrey Geevarghese, Jed Irvine, Benjamin Van Doren, Kevin F. Webb, Thomas G. Dietterich, Steve Kelling Reconstructing Velocities of Migrating Birds from Weather Radar - A Case Study in Computational Sustainability. Search on Bibsonomy AI Magazine The full citation details ... 2014 DBLP  BibTeX  RDF
1Li-Ping Liu, Daniel Sheldon, Thomas G. Dietterich Gaussian Approximation of Collective Graphical Models. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Z. Fern, Thomas G. Dietterich Learning Scripts as Hidden Markov Models. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Chao Ma 0001, Janardhan Rao Doppa, John Walker Orr, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli Prune-and-Score: Learning for Greedy Coreference Resolution. Search on Bibsonomy EMNLP The full citation details ... 2014 DBLP  BibTeX  RDF
1Li-Ping Liu, Thomas G. Dietterich Learnability of the Superset Label Learning Problem. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Li-Ping Liu, Daniel Sheldon, Thomas G. Dietterich Gaussian Approximation of Collective Graphical Models. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Jesse Hostetler, Alan Fern, Tom Dietterich State Aggregation in Monte Carlo Tree Search. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang 0003, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen Detecting insider threats in a real corporate database of computer usage activity. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Kiri L. Wagstaff, Nina L. Lanza, David R. Thompson, Thomas G. Dietterich, Martha S. Gilmore Guiding Scientific Discovery with Explanations Using DEMUD. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Thomas G. Dietterich, Majid Alkaee Taleghan, Mark Crowley 0001 PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Daniel R. Sheldon, Andrew Farnsworth, Jed Irvine, Benjamin Van Doren, Kevin F. Webb, Thomas G. Dietterich, Steve Kelling Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Michael Lam, Janardhan Rao Doppa, Xu Hu, Sinisa Todorovic, Thomas G. Dietterich, Abigail Reft, Marymegan Daly Learning to Detect Basal Tubules of Nematocysts in SEM Images. Search on Bibsonomy ICCV Workshops The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Xu Hu, Michael Lam, Sinisa Todorovic, Thomas G. Dietterich, Maureen A. OLeary, Andrea L. Cirranello, Nancy B. Simmons, Paúl M. Velazco Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls. Search on Bibsonomy ICCV Workshops The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Daniel Sheldon, Tao Sun, Akshat Kumar, Thomas G. Dietterich Approximate Inference in Collective Graphical Models. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1Xiaoqin Zhang, Bhavesh Shrestha, Sung Wook Yoon, Subbarao Kambhampati, Phillip DiBona, Jinhong K. Guo, Daniel McFarlane, Martin O. Hofmann, Kenneth R. Whitebread, Darren Scott Appling, Elizabeth T. Whitaker, Ethan Trewhitt, Li Ding 0001, James Michaelis, Deborah L. McGuinness, James A. Hendler, Janardhan Rao Doppa, Charles Parker, Thomas G. Dietterich, Prasad Tadepalli, Weng-Keen Wong, Derek T. Green, Antons Rebguns, Diana F. Spears, Ugur Kuter, Geoffrey Levine, Gerald DeJong, Reid MacTavish, Santiago Ontañón, Jainarayan Radhakrishnan, Ashwin Ram, Hala Mostafa, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Victor R. Lesser, Zhexuan Song An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration. Search on Bibsonomy ACM TIST The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Eric Altendorf, Angelo C. Restificar, Thomas G. Dietterich Learning from Sparse Data by Exploiting Monotonicity Constraints Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich, Alan Fern Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Ethan W. Dereszynski, Thomas G. Dietterich Probabilistic Models for Anomaly Detection in Remote Sensor Data Streams Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Kshitij Judah, Alan Fern, Thomas G. Dietterich Active Imitation Learning via Reduction to I.I.D. Active Learning Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich, Alan Fern Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games. Search on Bibsonomy UAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Kshitij Judah, Alan Fern, Thomas G. Dietterich Active Imitation Learning via Reduction to I.I.D. Active Learning. Search on Bibsonomy UAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Thomas G. Dietterich, Ethan W. Dereszynski, Rebecca A. Hutchinson, Daniel R. Sheldon Machine learning for computational sustainability. Search on Bibsonomy IGCC The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Li-Ping Liu, Thomas G. Dietterich A Conditional Multinomial Mixture Model for Superset Label Learning. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Kshitij Judah, Alan Paul Fern, Thomas Glenn Dietterich Active Imitation Learning via Reduction to I.I.D. Active Learning. Search on Bibsonomy AAAI Fall Symposium: Robots Learning Interactively from Human Teachers The full citation details ... 2012 DBLP  BibTeX  RDF
1Janardhan Rao Doppa, Shahed Sorower, Mohammad NasrEsfahani, John Walker Orr, Thomas G. Dietterich, Xiaoli Z. Fern, Prasad Tadepalli, Jed Irvine Learning Rules from Incomplete Examples via Implicit Mention Models. Search on Bibsonomy ACML The full citation details ... 2011 DBLP  BibTeX  RDF
1Neville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning. Search on Bibsonomy AI Magazine The full citation details ... 2011 DBLP  BibTeX  RDF
1Xinlong Bao, Thomas G. Dietterich FolderPredictor: Reducing the cost of reaching the right folder. Search on Bibsonomy ACM TIST The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Valentina Bayer Zubek, Thomas G. Dietterich Integrating Learning from Examples into the Search for Diagnostic Policies Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Ethan W. Dereszynski, Thomas G. Dietterich Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns. Search on Bibsonomy TOSN The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich Incorporating Boosted Regression Trees into Ecological Latent Variable Models. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Ethan W. Dereszynski, Jesse Hostetler, Alan Fern, Thomas G. Dietterich, Thao-Trang Hoang, Mark Udarbe Learning Probabilistic Behavior Models in Real-Time Strategy Games. Search on Bibsonomy AIIDE The full citation details ... 2011 DBLP  BibTeX  RDF
1Shahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, John Walker Orr, Prasad Tadepalli, Xiaoli Z. Fern Inverting Grice's Maxims to Learn Rules from Natural Language Extractions. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Daniel R. Sheldon, Thomas G. Dietterich Collective Graphical Models. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Natalia Larios Delgado, Junyuan Lin, Mengzi Zhang, David A. Lytle, Andrew Moldenke, Linda G. Shapiro, Thomas G. Dietterich Stacked spatial-pyramid kernel: An object-class recognition method to combine scores from random trees. Search on Bibsonomy WACV The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Thomas G. Dietterich, Xinlong Bao, Victoria Keiser, Jianqiang Shen Machine Learning Methods for High Level Cyber Situation Awareness. Search on Bibsonomy Cyber Situational Awareness The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Paul Barford, Marc Dacier, Thomas G. Dietterich, Matt Fredrikson, Jonathon T. Giffin, Sushil Jajodia, Somesh Jha, Jason H. Li, Peng Liu 0005, Peng Ning, Xinming Ou, Dawn Song, Laura Strater, Vipin Swarup, George P. Tadda, C. Wang, John Yen Cyber SA: Situational Awareness for Cyber Defense. Search on Bibsonomy Cyber Situational Awareness The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Natalia Larios, Bilge Soran, Linda G. Shapiro, Gonzalo Martínez-Muñoz, Junyuan Lin, Thomas G. Dietterich Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification. Search on Bibsonomy ICPR The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich Reinforcement Learning Via Practice and Critique Advice. Search on Bibsonomy AAAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Carlos Jensen, Heather Lonsdale, Eleanor Wynn, Jill Cao, Michael Slater, Thomas G. Dietterich The life and times of files and information: a study of desktop provenance. Search on Bibsonomy CHI The full citation details ... 2010 DBLP  DOI  BibTeX  RDF documents, provenance, file organization, desktop search
1Simone Stumpf, Vidya Rajaram, Lida Li, Weng-Keen Wong, Margaret M. Burnett, Thomas G. Dietterich, Erin Sullivan, Jonathan L. Herlocker Interacting meaningfully with machine learning systems: Three experiments. Search on Bibsonomy Int. J. Hum.-Comput. Stud. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Jianqiang Shen, Thomas G. Dietterich A family of large margin linear classifiers and its application in dynamic environments. Search on Bibsonomy Statistical Analysis and Data Mining The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Jianqiang Shen, Erin Fitzhenry, Thomas G. Dietterich Discovering frequent work procedures from resource connections. Search on Bibsonomy IUI The full citation details ... 2009 DBLP  DOI  BibTeX  RDF data mining, workflow, resource management, provenance, intelligent interfaces, automated assistance
1Jianqiang Shen, Jed Irvine, Xinlong Bao, Michael Goodman, Stephen Kolibaba, Anh Tran, Fredric Carl, Brenton Kirschner, Simone Stumpf, Thomas G. Dietterich Detecting and correcting user activity switches: algorithms and interfaces. Search on Bibsonomy IUI The full citation details ... 2009 DBLP  DOI  BibTeX  RDF resource management, online learning, activity recognition
1Jianqiang Shen, Thomas G. Dietterich A Family of Large Margin Linear Classifiers and Its Application in Dynamic Environments. Search on Bibsonomy SDM The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Thomas G. Dietterich Machine Learning and Ecosystem Informatics: Challenges and Opportunities. Search on Bibsonomy ACML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Gonzalo Martínez-Muñoz, Natalia Larios Delgado, Eric N. Mortensen, Wei Zhang 0014, Asako Yamamuro, Robert Paasch, Nadia Payet, David A. Lytle, Linda G. Shapiro, Sinisa Todorovic, Andrew Moldenke, Thomas G. Dietterich Dictionary-free categorization of very similar objects via stacked evidence trees. Search on Bibsonomy CVPR The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Xiaoqin Zhang, Sung Wook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding 0001, Janardhan Rao Doppa, Derek T. Green, Jinhong K. Guo, Ugur Kuter, Geoffrey Levine, Reid MacTavish, Daniel McFarlane, James Michaelis, Hala Mostafa, Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Antons Rebguns, Bhavesh Shrestha, Zhexuan Song, Ethan Trewhitt, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor R. Lesser, Deborah L. McGuinness, Ashwin Ram, Diana F. Spears, Prasad Tadepalli, Elizabeth T. Whitaker, Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth R. Whitebread An Ensemble Learning and Problem Solving Architecture for Airspace Management. Search on Bibsonomy IAAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Wei Zhang 0014, Akshat Surve, Xiaoli Z. Fern, Thomas G. Dietterich Learning non-redundant codebooks for classifying complex objects. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Thomas G. Dietterich Machine Learning in Ecosystem Informatics and Sustainability. Search on Bibsonomy IJCAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Sriraam Natarajan, Prasad Tadepalli, Thomas G. Dietterich, Alan Fern Learning first-order probabilistic models with combining rules. Search on Bibsonomy Ann. Math. Artif. Intell. The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Mathematics Subject Classification (2000) 03B48
1Thomas G. Dietterich, Pedro M. Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli Structured machine learning: the next ten years. Search on Bibsonomy Machine Learning The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Structured machine learning, Inductive logic programming, Relational learning, Statistical relational learning
1Natalia Larios, Hongli Deng, Wei Zhang 0014, Matt Sarpola, Jenny Yuen, Robert Paasch, Andrew Moldenke, David A. Lytle, Salvador Ruiz-Correa, Eric N. Mortensen, Linda G. Shapiro, Thomas G. Dietterich Automated insect identification through concatenated histograms of local appearance features: feature vector generation and region detection for deformable objects. Search on Bibsonomy Mach. Vis. Appl. The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Interest operators, Region detectors, Classification, Object recognition, SIFT descriptor
1Michael Wynkoop, Thomas G. Dietterich Learning MDP Action Models Via Discrete Mixture Trees. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Luc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton (eds.) Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 Search on Bibsonomy Probabilistic, Logical and Relational Learning - A Further Synthesis The full citation details ... 2008 DBLP  BibTeX  RDF
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