Automating the hunt for volcanoes on Venus. - Michael C. Burl; Usama M. Fayyad; Pietro Perona; Padhraic Smyth (CVPR, 1994)

Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth. - Michael C. Burl; Usama M. Fayyad; Pietro Perona; Padhraic Smyth (ICIP (3), 1994)

Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth. - Padhraic Smyth; Michael C. Burl; Usama M. Fayyad; Pietro Perona (KDD Workshop, 1994)

Inferring Ground Truth from Subjective Labelling of Venus Images. - Padhraic Smyth; Usama M. Fayyad; Michael C. Burl; Pietro Perona; Pierre Baldi (NIPS, 1994)

Finding Faces in Cluttered Scenes Using Labeled Random Graph Matching. - Thomas K. Leung; Michael C. Burl; Pietro Perona (ICCV, 1995)

On the Efficient Allocation of Resources for Hypothesis Evaluation: A Statistical Approach. - Steve A. Chien; Jonathan Gratch; Michael C. Burl (IEEE Trans. Pattern Anal. Mach. Intell., 1995)

Modeling Subjective Uncertainty in Image Annotation. - Padhraic Smyth; Usama M. Fayyad; Michael C. Burl; Pietro Perona (Advances in Knowledge Discovery and Data Mining, 1996)

Recognition of Planar Object Classes. - Michael C. Burl; Pietro Perona (CVPR, 1996)

Using Hierarchical Shape Models to Spot Keywords in Cursive Handwriting Data. - Michael C. Burl; Pietro Perona (CVPR, 1998)

Probablistic Affine Invariants for Recognition. - Thomas K. Leung; Michael C. Burl; Pietro Perona (CVPR, 1998)

A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry. - Michael C. Burl; Markus Weber; Pietro Perona (ECCV (2), 1998)

Learning to Recognize Volcanoes on Venus. - Michael C. Burl; Lars Asker; Padhraic Smyth; Usama M. Fayyad; Pietro Perona; Larry Crumpler; Jayne Aubele (Mach. Learn., 1998)

Diamond Eye: a distributed architecture for image data mining. - Michael C. Burl; Charless C. Fowlkes; Joseph Roden; Andre Stechert; Saleem Mukhtar (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 1999)

The Diamond Eye Image Mining System. - Joseph Roden; Michael C. Burl; Charless C. Fowlkes (SSDBM, 1999)

Distortion-Invariant Recognition via Jittered Querie. - Michael C. Burl (CVPR, 2000)

Autonomous visual discovery. - Michael C. Burl; Dominic Lucchetti 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2000)

Mining the Detector Responses of a Conducting Polymer Composite-Based Electronic Nose. - Michael C. Burl; Shawn M. Briglin; Brett J. Doleman; Alan Hopkins; A. Matzger; D. N. Ortiz; A. Schaffer; S. Upchurch; Thomas P. Vaid; Nathan S. Lewis (SDM, 2001)

The Techsat-21 autonomous space science agent. - Steve A. Chien; Rob Sherwood; Gregg R. Rabideau; Rebecca Castaño; Ashley Davies; Michael C. Burl; Russell Knight; Timothy M. Stough; Joseph Roden; Paul Zetocha; Ross H. Wainwright; Pete Klupar; et al. (AAMAS, 2002)

Mining Patters of Activity from Video Data. - Michael C. Burl (SDM, 2004)

Learning to Detect Small Impact Craters. - Philipp Georg Wetzler; Rie Honda; Brian L. Enke; William J. Merline; Clark R. Chapman; Michael C. Burl (WACV/MOTION, 2005)

Active Learning with Irrelevant Examples. - Dominic Mazzoni; Kiri Wagstaff; Michael C. Burl (ECML, 2006)

Automated Knowledge Discovery from Simulators. - Michael C. Burl; Dennis DeCoste; Brian L. Enke; Dominic Mazzoni; William J. Merline; Lucas Scharenbroich (SDM, 2006)

Entropy-based active learning for object recognition. - Alex Holub; Pietro Perona; Michael C. Burl (CVPR Workshops, 2008)

Active learning for directed exploration of complex systems. - Michael C. Burl; Esther Wang (ICML, 2009)

Adaptive Sky: From Instrument Pixels to a Sensor Web Gestalt. - Michael J. Garay; Michael C. Burl (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010)

Onboard object recognition for planetary exploration. - Michael C. Burl; Philipp Georg Wetzler (Mach. Learn., 2011)

AEGIS Automated Science Targeting for the MER Opportunity Rover. - Tara A. Estlin; Benjamin J. Bornstein; Daniel M. Gaines; Robert C. Anderson; David R. Thompson 001; Michael C. Burl; Rebecca Castaño; Michele Judd (ACM Trans. Intell. Syst. Technol., 2012)

AEGIS autonomous targeting for the Curiosity rover's ChemCam instrument. - Raymond Francis; Tara A. Estlin; Daniel M. Gaines; Benjamin J. Bornstein; Steven Schaffer; Vandi Verma; Robert C. Anderson; Michael C. Burl; Selina Chu; Rebecca Castaño; David R. Thompson 001; Diana Blaney; et al. (AIPR, 2015)

Rockster. - Michael C. Burl; David R. Thompson 001; Charles deGranville; Benjamin J. Bornstein (J. Aerosp. Inf. Syst., 2016)

AEGIS autonomous targeting for ChemCam on Mars Science Laboratory: Deployment and results of initial science team use. - Raymond Francis; Tara A. Estlin; Gary Doran; Stephen Johnstone; Daniel M. Gaines; Vandi Verma; Michael C. Burl; Jens Frydenvang; Suzanne Montaño; Roger C. Wiens; Steven Schaffer; Olivier Gasnault; et al. (Sci. Robotics, 2017)