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Sketch Understanding

James Herold and Thomas Stahovich
The 1˘ Recognizer: A Fast, Accurate, and Easy-to-Implement Handwritten Gesture Recognition Technique
Ninth Eurographics Symposium on Sketch-Based Interfaces and Modeling, 2012, pp. 8
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Lee, C., Jordan, J., Stahovich, T., Herold, J.
Newton's Pen II: an intelligent, sketch-based tutoring system and its sketch processing techniques
Ninth Eurographics Symposium on Sketch-Based Interfaces and Modeling, 2012, pp. 9
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Van Arsdale, T., Stahovich, T.
Does Neatness Count? What the Organization of Student Work Says About Understanding
American Society for Engineering Education Annual Conference, 2012, pp. 11
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Lee, C., Stahovich, T., Calfee, R.
A Pen-Based Statics Tutoring System
American Society for Engineering Education Annual Conference, 2011, pp. 21
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Herold, J., Stahovich, T.
ClassySeg: A Machine Learning Approach to Automatic Stroke Segmentation
Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling, 2011, pp. 8
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Herold, J., Stahovich, T., Lin, H., Calfee, R.
The Effectiveness of "Pencasts" as an Instructional Medium
American Society for Engineering Education Annual Conference and Exposition, 2011, pp. 18
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Calfee, R., Stahovich, T.
Designing Worked Examples in Statics to Promote an Expert Stance: Working THRU vs. Working OUT
Annual Meeting of the American Educational Research Association, 2011, pp. 12
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Reaver, J., Stahovich, T., Herold, J.
How to make a Quick$: Using hierarchical clustering to improve the performance of the dollar recognizer
Eighth Eurographics workshop on Sketch-based interfaces and modeling, 2011, pp. 6
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James Herold and Thomas Stahovich
Using speech to identify gesture pen strokes in collaborative, multimodal device descriptions
Artificial Intelligence for Engineering Design, Analysis and Manufacturing. Volume 25, Issue 3, 2011, pp. 237-254
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James Herold and Thomas Stahovich
SpeedSeg: A Technique for Segmenting Pen Strokes Using Pen Speed
Computers and Graphics, Volume 35, Issue 2, 2011, pp. 250-264
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Eric Peterson, Thomas Stahovich, Eric Doi, Christine Alvarado
Grouping Strokes into Shapes in Hand-Drawn Diagrams
Proc. of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), 2010, pp. 974-979
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M. Field, S. Gordon, E. Peterson, R. Robinson, T. Stahovich, C. Alvarado
The Effect of Task on Classification Accuracy: Using Gesture Recognition Techniques in Free-Sketch Recognition
Computers and Grapics Volume 34, Issue 5, 2010, pp. 499-512
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Martin Field, Sam Gordon, Eric Peterson, Raquel Robinson, Thomas F. Stahovich, Christine Alvarado
The Effect of Task on Classification Accuracy: Using Gesture Recognition Techniques in Free-Sketch Recognition
Proc. of the 6th Eurographics Symposium on Sketch-Based interfaces and Modeling (SBIM'09), 2009, pp. 109-116
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David Tyler Bischel, Thomas Stahovich, Eric Peterson, Randall Davis, Aaron Adler
Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices
Proceedings of the 2009 International Joint Conference on Artificial Intelligence (IJCAI 2009), July 2009, Pages 1401-1406
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WeeSan Lee, Ruwanee de Silva, Eric J. Peterson, Robert C. Calfee, Thomas F. Stahovich
Newton's Pen: A pen-based tutoring system for statics
Computers & Graphics, Volume 32, Issue 5, October 2008, Pages 511-524, ISSN 0097-8493
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Levent Burak Kara, Leslie Gennari, Thomas F. Stahovich
A Sketch-based tool for Analyzing Vibratory Mechanical Systems
Journal of Mechanical Design, Volume 130, Issue 10, 2008
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WeeSan Lee, Ruwanee de Silva, Eric J. Peterson, Robert C. Calfee, Thomas F. Stahovich
Newton's Pen - a pen-based tutoring system for statics
Proceedings of the 4th Eurographics Workshop on Sketch-Based interfaces and Modeling (SBIM 2007), August 2007, Pages 59-66
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Ruwanee de Silva, David Tyler Bischel, WeeSan Lee, Eric J. Peterson, Robert C. Calfee, Thomas F. Stahovich
Kirchhoff's Pen: a pen-based circuit analysis tutor
Proceedings of the 4th Eurographics Workshop on Sketch-Based interfaces and Modeling (SBIM 2007), August 2007, Pages 75-82
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WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
An Efficient Graph-Based Recognizer for Hand-Drawn Symbols
Computers & Graphics, Volume 31, Issue 4, August 2007, Pages 554-567
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WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich
An Efficient Graph-Based Symbol Recognizer
Eurographics Workshop on Sketch-Based Interfaces and Modeling, 2006
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Levent Burak Kara, Thomas F. Stahovich
An Image-Based, Trainable Symbol Recognizer for Hand-drawn Sketches
Computers & Graphics 29(4): 501-517 2005
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Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich
Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams
Computers & Graphics 29(4): 547-562 2005
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avi
Levent Burak Kara, Thomas F. Stahovich
An Image-Based Trainable Symbol Recognizer for Sketch-Based Interfaces
AAAI Fall Symposium Series 2004: Making Pen-Based Interaction Intelligent and Natural 2004
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Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich
Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams
AAAI Fall Symposium Series 2004: Making Pen-Based Interaction Intelligent and Natural 2004
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Levent Burak Kara, Thomas F. Stahovich
Hierarchical Parsing and Recognition of Hand-Sketched Diagrams
17th ACM User Interface Software Technology (UIST) 2004
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Thomas F. Stahovich
Segmentation of Pen Strokes Using Pen Speed
AAAI Fall Symposium Series 2004: Making Pen-Based Interaction Intelligent and Natural
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Levent Burak Kara, Leslie Gennari, Thomas F. Stahovich
A Sketch-Based Interface for the Design and Analysis of Simple Vibratory Mechanical Systems
2004 ASME International Design Engineering Technical Conferences (ASME/ DETC 2004)
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avi
Levent Burak Kara, Thomas F. Stahovich
Sim-U-Sketch: A Sketch-Based Interface for Simulink
Proceedings of AVI-2004, pp 354-357
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Tolga Kurtoglu, and Thomas F. Stahovich
Interpreting Schematic Sketches Using Physical Reasoning
AAAI Spring Symposium, Sketch Understanding, 2002
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Chris Calhoun, Thomas F. Stahovich, Tolga Kurtoglu, Levent Burak Kara
Recognizing Multi-Stroke Symbols
AAAI Spring Symposium, Sketch Understanding, 2002
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Tevik Metin Sezgin, Thomas F. Stahovich, Randall Davis
Sketch Based Interfaces: Early Processing for Sketch Understanding
Workshop on Perceptive User Interfaces, Orlando FL, pp.1-8, 2001
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Thomas F. Stahovich
The Engineering Sketch
IEEE Intelligent Systems & Their Applications, Vol. 13, No. 3, pp. 17-19, May/June 1998
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
Generating Multiple New Designs from a Sketch
Artificial Intelligence, Vol. 104, pp. 211-264, 1998
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Thomas F. Stahovich
Interpreting the Engineer's Sketch: A Picture is Worth a Thousand Constraints
1997 AAAI Symposium on Reasoning with Diagrammatic Representations II, Cambridge, Massachusetts, pp. 31-38, November, 1997
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
Generating Multiple New Designs from a Sketch
In proceedings AAAI-96, pp. 1022-29, 1996
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Thomas F. Stahovich
SketchIT: a Sketch Interpretation Tool for Conceptual Mechanical Design
MIT Artificial Intelligence Laboratory Technical Report 1573, March 1996, 207 pages
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
Turning Sketches into Working Geometry
Seventh International ASME Conference on Design Theory and Methodology, pp. 603 - 611, 1995
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Engineering Tools

Hangarter, C.M., Rheem, Y., Stahovich, T., Myung, N.V.
Synthesis and magneto-transport properties of single PEDOT/Ni and PEDOT/Ni30Fe70 core/shell nanowires
Electrochimica Acta. Volume 56:, 2011, pp. 5561-5565
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Kevin Rawson and Thomas F. Stahovich
Learning Design Rules With Explicit Termination Conditions to Enable Efficient Automated Design
Journal of Mechanical Design, 131, 031011 (2009), DOI:10.1115/1.3066681
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Kevin Rawson and Thomas F. Stahovich
A Method For Inferring Design Rules With Explicit Bounds Of Applicability
ASME Design Theory and Methodology Conference, IDETC/CIE 2005, DETC2005-85295
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Gabriel Aguirre Ollinger and Thomas F. Stahovich
RedesignIT- a Model-Based Tool for Managing Design Changes
Journal of Mechanical Design, Vol. 126, pp. 208 - 213, 2004
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Thomas F. Stahovich and Hrishikesh Bal
An Inductive Approach to Learning and Reusing Design Strategies
Research in Engineering Design, Vol 13, No. 2, pp 109 - 121, 2002
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Levent Burak Kara, Thomas F. Stahovich
Causal Reasoning Using Geometric Analysis
AI EDAM, Vol. 16, pp 363-384, 2002
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Levent Burak Kara, Thomas F. Stahovich
Spatial Reasoning about Mechanical Behaviors
ASME Design Theory and Methodology Conference (DTM), DETC 2001/DTM-21684, 2001
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Levent Burak Kara, Thomas F. Stahovich
A Representation for Comparing Simulations and Computing the Purpose of Geometric Features
AI EDAM, Vol. 15, No. 2, pp 189-201, 2001
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Gabriel Aguirre Ollinger and Thomas F. Stahovich
RedesignIT- a Constraint-Based Tool for Managing Design Changes
ASME Design Theory and Methodology Conference (DTM), DETC 2001/DTM-21702, 2001
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J. Herold, T.F. Stahovich, and K. Rawson
Using Educational Data Mining to Identify Correlations Between Homework Effort and Performance
Proceedings of the 120th American Society for Engineering Education Annual Conference and Exposition, 2013
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K. Rawson and T. F. Stahovich
Predicting Course Performance from Homework Habits
Proceedings of the 120th American Society for Engineering Education Annual Conference and Exposition, 2013
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J. Herold, A. Zundel, and T. F. Stahovich
Mining Meaningful Patterns from Students’ Handwritten Coursework
PProceedings of the Sixth International Conference on Educational Data Mining, 2013
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N. M. Rhodes, M. A. Ung, A. E. Zundel, J. Herold, and T. F. Stahovich
Using a Lexical Analysis of Students’ Self-Explanation to Predict Course Performance
Proceedings of the Sixth International Conference on Educational Data Mining, 2013
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N. M. Rhodes, M. A. Ung, J. Herold, and T. F. Stahovich
Using a Lexical and Temporal Analysis of Students’ Self Explanation to Predict Understanding
Proceedings of the 2013 ASEE PSW Section Conference, 2013
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J. Herold, A. Zundel, and T. F. Stahovich
A Data-Driven Approach to Categorizing the Spatial Organization of Homework Solutions
Proceedings of the 2013 ASEE PSW Section Conference, 2013
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Herold, J., Stahovich, T.
Automatically Understanding Handwritten Self-Explanations
American Society for Engineering Education Annual Conference and Exposition, 2012, pp. 9
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Herold, J., Stahovich, T.
Characterizing Students' Handwritten Self-Explanations
American Society for Engineering Education Annual Conference and Exposition, 2012, pp. 13
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Lin, H., Stahovich, T., Herold, J.
Automatic Handwritten Statics Solution Classification and Its Applications In Predicting Student Performance
American Society for Engineering Education Annual Conference and Exposition, 2012, pp. 10
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Jose Ribelles, Paul S. Heckbert, Michael Garland, Thomas F. Stahovich, and Vinit Srivastava
Finding and Removing Features from Polyhedra
ASME Design Automatic Conference (DAC), 2001
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Thomas F. Stahovich
LearnIT: an Instance-Based Approach to Learning and Reusing Design Strategies
Journal of Mechanical Design, Vol. 122, No. 3, pp. 249-256, 2000
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Thomas F. Stahovich and Anand Raghavan
Computing Design Rationales by Interpreting Simulations
Journal of Mechanical Design, Vol. 122, No. 1, pp. 77-82, 2000
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
Qualitative Rigid Body Mechanics
Artificial Intelligence, Vol. 119, No. 1-2, pp 19 - 60, 2000
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Thomas F. Stahovich
LearnIT: a System That Can Learn and Reuse Design Strategies
Eleventh International ASME Conference on Design Theory and Methodology, DETC99/DTM-8779, 1999
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Anand Raghavan and Thomas F. Stahovich
Computing Design Rationales by Interpreting Simulations
Tenth International ASME Conference on Design Theory and Methodology, DETC98/DTM-5662, 1998
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
Qualitative Rigid Body Mechanics
In proceedings AAAI-97, pp. 138-44, 1997
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Thomas F. Stahovich, Randall Davis, and Howard Shrobe
An Ontology of Mechanical Devices
AAAI-93 Workshop on Reasoning About Function, Washington D.C., pp. 137-140, July 11, 1993
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Cryosurgical Planning

Y. Rabin, D. C. Lung, T. F. Stahovich
Computerized Planning of Cryosurgery Using Cryoprobes and Cryoheaters
Technology in Cancer Research & Treatment, Vol. 3, No. 3, pp. 229 - 243
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D. C. Lung, T. F. Stahovich, Y. Rabin
Computerized Planning for Multiprobe Cryosurgery using a Force-field Analogy
Computer Methods in Biomechanics and Biomedical Engineering, Vo. 7, No. 2, pp. 101 - 110
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Yoed Rabin, Thomas F. Stahovich
Cryoheater as a Means of Cryosurgery Control
Physics in Medicine and Biology, 48:619-632, 2003
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Yoed Rabin, Thomas F. Stahovich
The Thermal Effect of Urethral Warming During Cryosurgery
CryoLetters, 23:361-374, 2002
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