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Randall Davis
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- affiliation: Massachusetts Institute of Technology, Cambridge, USA
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2020 – today
- 2023
- [c94]Katerina Labrou
, Cagri Hakan Zaman
Following the Master's Hands: Capturing Piano Performances for Mixed Reality Piano Learning Applications. CHI Extended Abstracts 2023: 141:1-141:8 - 2021
- [j39]William Souillard-Mandar, Dana L. Penney, Braydon Schaible, Alvaro Pascual-Leone, Rhoda Au, Randall Davis:
DCTclock: Clinically-Interpretable and Automated Artificial Intelligence Analysis of Drawing Behavior for Capturing Cognition. Frontiers Digit. Health 3: 750661 (2021)
2010 – 2019
- 2016
- [j38]William Souillard-Mandar, Randall Davis, Cynthia Rudin, Rhoda Au, David J. Libon, Rodney Swenson, Catherine C. Price
Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test. Mach. Learn. 102(3): 393-441 (2016) - [c93]Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney:
Balancing Appearance and Context in Sketch Interpretation. IJCAI 2016: 2625-2632 - [i2]Yale Song, Randall Davis, Kaichen Ma, Dana L. Penney:
Balancing Appearance and Context in Sketch Interpretation. CoRR abs/1604.07429 (2016) - [i1]William Souillard-Mandar, Randall Davis, Cynthia Rudin, Rhoda Au, Dana L. Penney:
Interpretable Machine Learning Models for the Digital Clock Drawing Test. CoRR abs/1606.07163 (2016) - 2015
- [j37]Randall Davis, David J. Libon, Rhoda Au, David Pitman, Dana L. Penney:
THink: Inferring Cognitive Status from Subtle Behaviors. AI Mag. 36(3): 49-60 (2015) - [j36]Matthew R. Walter, Matthew E. Antone, Ekapol Chuangsuwanich, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Yuli Friedman, James R. Glass, Jonathan P. How
A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments. J. Field Robotics 32(4): 590-628 (2015) - [c92]Howard Elliot Shrobe, Boris Katz, Randall Davis:
Towards a Programmer's Apprentice (Again). AAAI 2015: 4062-4066 - [c91]Yale Song, Randall Davis:
Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract. IJCAI 2015: 4212-4216 - 2014
- [c90]Randall Davis, David J. Libon, Rhoda Au, David Pitman, Dana L. Penney:
THink: Inferring Cognitive Status from Subtle Behaviors. AAAI 2014: 2898-2905 - [c89]Jeremy Scott, Philip J. Guo, Randall Davis:
A direct manipulation language for explaining algorithms. VL/HCC 2014: 45-48 - [c88]Ying Yin, Randall Davis:
Real-time continuous gesture recognition for natural human-computer interaction. VL/HCC 2014: 113-120 - 2013
- [c87]Yale Song, Louis-Philippe Morency, Randall Davis:
Action Recognition by Hierarchical Sequence Summarization. CVPR 2013: 3562-3569 - [c86]Yale Song, Louis-Philippe Morency, Randall Davis:
Distribution-sensitive learning for imbalanced datasets. FG 2013: 1-6 - [c85]Yale Song, Louis-Philippe Morency, Randall Davis:
Learning a sparse codebook of facial and body microexpressions for emotion recognition. ICMI 2013: 237-244 - [c84]Ying Yin, Randall Davis:
Gesture spotting and recognition using salience detection and concatenated hidden markov models. ICMI 2013: 489-494 - [c83]Yale Song, Zhen Wen, Ching-Yung Lin, Randall Davis:
One-Class Conditional Random Fields for Sequential Anomaly Detection. IJCAI 2013: 1685-1691 - [c82]Jeremy Scott, Randall Davis:
Physink: sketching physical behavior. UIST (Adjunct Volume) 2013: 9-10 - 2012
- [j35]Yale Song, David Demirdjian, Randall Davis:
Continuous body and hand gesture recognition for natural human-computer interaction. ACM Trans. Interact. Intell. Syst. 2(1): 5:1-5:28 (2012) - [c81]Yale Song, Louis-Philippe Morency, Randall Davis:
Multi-view latent variable discriminative models for action recognition. CVPR 2012: 2120-2127 - [c80]Yale Song, Louis-Philippe Morency, Randall Davis:
Multimodal human behavior analysis: learning correlation and interaction across modalities. ICMI 2012: 27-30 - 2011
- [c79]Yale Song, David Demirdjian, Randall Davis:
Multi-signal gesture recognition using temporal smoothing hidden conditional random fields. FG 2011: 388-393 - [c78]Yale Song, David Demirdjian, Randall Davis:
Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database. FG 2011: 500-506 - [c77]Tom Y. Ouyang, Randall Davis:
ChemInk: a natural real-time recognition system for chemical drawings. IUI 2011: 267-276 - 2010
- [c76]Tracy Hammond
Creating the perception-based LADDER sketch recognition language. Conference on Designing Interactive Systems 2010: 141-150 - [c75]Randall Davis:
Understanding Diagrams, and More: The Computer's View. Diagrams 2010: 2 - [c74]Andrew Correa, Matthew R. Walter, Luke Fletcher, Jim Glass, Seth J. Teller, Randall Davis:
Multimodal interaction with an autonomous forklift. HRI 2010: 243-250 - [c73]Ying Yin, Randall Davis:
Toward natural interaction in the real world: real-time gesture recognition. ICMI-MLMI 2010: 15:1-15:8 - [c72]Seth J. Teller, Matthew R. Walter, Matthew E. Antone, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Jim Glass, Jonathan P. How
A voice-commandable robotic forklift working alongside humans in minimally-prepared outdoor environments. ICRA 2010: 526-533
2000 – 2009
- 2009
- [c71]Tracy Anne Hammond, Randall Davis:
Recognizing interspersed sketches quickly. Graphics Interface 2009: 157-166 - [c70]David Tyler Bischel, Thomas F. Stahovich, Eric Jeffrey Peterson, Randall Davis, Aaron Adler:
Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices. IJCAI 2009: 1401-1406 - [c69]Tom Y. Ouyang, Randall Davis:
A Visual Approach to Sketched Symbol Recognition. IJCAI 2009: 1463-1468 - [c68]Tom Y. Ouyang, Randall Davis:
Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition. NIPS 2009: 1401-1409 - 2008
- [j34]Ashok K. Goel, Randall Davis, John S. Gero:
Multimodal design: An overview. Artif. Intell. Eng. Des. Anal. Manuf. 22(2): 83-84 (2008) - [j33]Tevfik Metin Sezgin
Sketch recognition in interspersed drawings using time-based graphical models. Comput. Graph. 32(5): 500-510 (2008) - [j32]Jacob Eisenstein, Regina Barzilay, Randall Davis:
Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction. J. Artif. Intell. Res. 31: 353-398 (2008) - [c67]Jacob Eisenstein, Regina Barzilay, Randall Davis:
Discourse Topic and Gestural Form. AAAI 2008: 836-841 - [c66]Jacob Eisenstein, Regina Barzilay, Randall Davis:
Gestural Cohesion for Topic Segmentation. ACL 2008: 852-860 - 2007
- [j31]Tevfik Metin Sezgin
Sketch Interpretation Using Multiscale Models of Temporal Patterns. IEEE Computer Graphics and Applications 27(1): 28-37 (2007) - [j30]Randall Davis:
Magic Paper: Sketch-Understanding Research. Computer 40(9): 34-41 (2007) - [c65]Tom Y. Ouyang, Randall Davis:
Recognition of Hand Drawn Chemical Diagrams. AAAI 2007: 846-851 - [c64]Jacob Eisenstein, Regina Barzilay, Randall Davis:
Turning Lectures into Comic Books Using Linguistically Salient Gestures. AAAI 2007: 877-882 - [c63]Jacob Eisenstein, Randall Davis:
Conditional Modality Fusion for Coreference Resolution. ACL 2007 - [c62]Tevfik Metin Sezgin
Temporal Sketch Recognition in Interspersed Drawings. SBIM 2007: 15-22 - [c61]Aaron Adler, Randall Davis:
Speech and Sketching: An Empirical Study of Multimodal Interaction. SBIM 2007: 83-90 - [c60]Aaron Adler, Randall Davis:
Speech and sketching for multimodal design. SIGGRAPH Courses 2007: 14 - [c59]Jacob Eisenstein, Randall Davis:
Visual and linguistic information in gesture classification. SIGGRAPH Courses 2007: 15 - [c58]Christine Alvarado, Randall Davis:
Resolving ambiguities to create a natural computer-based sketching environment. SIGGRAPH Courses 2007: 16 - [c57]Christine Alvarado, Randall Davis:
Dynamically constructed Bayes nets for multi-domain sketch understanding. SIGGRAPH Courses 2007: 33 - [c56]Christine Alvarado, Randall Davis:
SketchREAD: a multi-domain sketch recognition engine. SIGGRAPH Courses 2007: 34 - [c55]Tracy Hammond
LADDER, a sketching language for user interface developers. SIGGRAPH Courses 2007: 35 - [c54]Tevfik Metin Sezgin
Scale-space based feature point detection for digital ink. SIGGRAPH Courses 2007: 36 - [c53]Tevfik Metin Sezgin, Thomas F. Stahovich, Randall Davis:
Sketch based interfaces: early processing for sketch understanding. SIGGRAPH Courses 2007: 37 - 2006
- [c52]Tracy Hammond
Interactive learning of structural shape descriptions from automatically generated near-miss examples. IUI 2006: 210-217 - [c51]Jacob Eisenstein, Randall Davis:
Gesture Features for Coreference Resolution. MLMI 2006: 154-165 - [c50]Jacob Eisenstein, Randall Davis:
Gesture Improves Coreference Resolution. HLT-NAACL 2006 - [c49]Randall Davis:
Sketch understanding: toward natural interaction toward natural interaction. SIGGRAPH Courses 2006: 4 - [c48]Tevfik Metin Sezgin
Sketch based interfaces: early processing for sketch understanding. SIGGRAPH Courses 2006: 22 - [c47]Michael Oltmans, Randall Davis:
Naturally conveyed explanations of device behavior. SIGGRAPH Courses 2006: 23 - [c46]Christine Alvarado, Randall Davis:
Resolving ambiguities to create a natural computer-based sketching environment. SIGGRAPH Courses 2006: 24 - [c45]Tracy Hammond, Randall Davis:
Tahuti: a geometrical sketch recognition system for UML class diagrams. SIGGRAPH Courses 2006: 25 - [c44]Jacob Eisenstein, Randall Davis:
Natural gesture in descriptive monologues. SIGGRAPH Courses 2006: 26 - [c43]Tracy Hammond
LADDER: a language to describe drawing, display, and editing in sketch recognition. SIGGRAPH Courses 2006: 27 - [c42]Olya Veselova, Randall Davis:
Perceptually based learning of shape descriptions for sketch recognition. SIGGRAPH Courses 2006: 28 - [c41]Tevfik Metin Sezgin
Scale-space based feature point detection for digital ink. SIGGRAPH Courses 2006: 29 - [c40]Jacob Eisenstein, Randall Davis:
Visual and linguistic information in gesture classification. SIGGRAPH Courses 2006: 30 - [c39]Aaron Adler, Randall Davis:
Speech and sketching for multimodal design. SIGGRAPH Courses 2006: 31 - [c38]Christine Alvarado, Randall Davis:
Dynamically constructed Bayes nets for multi-domain sketch understanding. SIGGRAPH Courses 2006: 32 - 2005
- [j29]Nicholas L. Cassimatis, Sean Luke, Simon D. Levy, Ross W. Gayler, Pentti Kanerva, Chris Eliasmith, Timothy W. Bickmore, Alan C. Schultz, Randall Davis, James A. Landay, Robert C. Miller, Eric Saund, Thomas F. Stahovich, Michael L. Littman, Satinder Singh, Shlomo Argamon, Shlomo Dubnov:
Reports on the 2004 AAAI Fall Symposia. AI Mag. 26(1): 98-102 (2005) - [j28]Thomas F. Stahovich, Randall Davis, Robert C. Miller, James A. Landay, Eric Saund:
Pen-based computing. Comput. Graph. 29(4): 477-479 (2005) - [j27]Tracy Hammond, Randall Davis:
LADDER, a sketching language for user interface developers. Comput. Graph. 29(4): 518-532 (2005) - [c37]Christine Alvarado, Randall Davis:
Dynamically Constructed Bayes Nets for Multi-Domain Sketch Understanding. IJCAI 2005: 1407-1412 - [c36]Tevfik Metin Sezgin
HMM-based efficient sketch recognition. IUI 2005: 281-283 - 2004
- [c35]Tracy Hammond, Randall Davis:
Automatically Transforming Symbolic Shape Descriptions for Use in Sketch Recognition. AAAI 2004: 450-456 - [c34]Olya Veselova, Randall Davis:
Perceptually Based Learning of Shape Descriptions for Sketch Recognition. AAAI 2004: 482-487 - [c33]Aaron Adler, Jacob Eisenstein, Michael Oltmans, Lisa Guttentag, Randall Davis:
Building the Design Studio of the Future. AAAI Technical Report (6) 2004: 1-7 - [c32]Sonya Cates, Randall Davis:
A New Approach to Early Sketch Processing. AAAI Technical Report (6) 2004: 29-34 - [c31]Tracy Hammond, Randall Davis:
SHADY: A Shape Description Debugger for Use in Sketch Recognition. AAAI Technical Report (6) 2004: 71-77 - [c30]Michael Oltmans, Christine Alvarado, Randall Davis:
ETCHA Sketches: Lessons Learned from Collecting Sketch Data. AAAI Technical Report (6) 2004: 134-140 - [c29]Tevfik Metin Sezgin, Randall Davis:
Handling Overtraced Strokes in Hand-Drawn Sketches. AAAI Technical Report (6) 2004: 141-144 - [c28]Tevfik Metin Sezgin, Randall Davis:
Scale-Space Based Feature Point Detection for Digital Ink. AAAI Technical Report (6) 2004: 145-151 - [c27]Özlem Uzuner, Randall Davis, Boris Katz:
Using Empirical Methods for Evaluating Expression and Content Similarity. HICSS 2004 - [c26]Jacob Eisenstein, Randall Davis:
Visual and linguistic information in gesture classification. ICMI 2004: 113-120 - [c25]Aaron Adler, Randall Davis:
Speech and sketching for multimodal design. IUI 2004: 214-216 - [c24]Christine Alvarado, Randall Davis:
SketchREAD: a multi-domain sketch recognition engine. UIST 2004: 23-32 - 2003
- [c23]Randall Davis, Reid G. Smith:
Negotiation Distributed as a Metaphor for Problem Solving. Communication in Multiagent Systems 2003: 51-97 - [c22]Özlem Uzuner, Randall Davis:
Content and expression-based copy recognition for intellectual property protection. Digital Rights Management Workshop 2003: 103-110 - [c21]Tracy Hammond, Randall Davis:
LADDER: A Language to Describe Drawing, Display, and Editing in Sketch Recognition. IJCAI 2003: 461-467 - 2002
- [j26]Jussi Karlgren, Pentti Kanerva, Björn Gambäck, Kenneth D. Forbus, Kagan Tumer, Peter Stone, Kai Goebel, Gaurav S. Sukhatme, Tucker R. Balch, Bernd Fischer, Doug Smith, Sanda M. Harabagiu, Vinay K. Chaudri, Mike Barley, Hans W. Guesgen, Thomas F. Stahovich, Randall Davis, James A. Landay:
The 2002 AAAI Spring Symposium Series. AI Mag. 23(4): 101-106 (2002) - 2001
- [j25]Randall Davis:
The digital dilemma. Commun. ACM 44(2): 77-83 (2001) - [c20]Christine Alvarado, Randall Davis:
Resolving Ambiguities to Create a Natural Computer-Based Sketching Environment. IJCAI 2001: 1365-1374 - [c19]Mark A. Foltz, Randall Davis:
Query by Attention: Visually Searchable Information Maps. IV 2001: 85-96 - [c18]Tevfik Metin Sezgin
Sketch based interfaces: early processing for sketch understanding. PUI 2001: 1:1-1:8 - [c17]Michael Oltmans, Randall Davis:
Naturally conveyed explanations of device behavior. PUI 2001: 3:1-3:8 - 2000
- [j24]Thomas F. Stahovich, Randall Davis, Howard E. Shrobe:
Qualitative rigid-body mechanics. Artif. Intell. 119(1-2): 19-60 (2000) - [c16]Pamela Samuelson, Yochai Benkler, David Post, Randall Davis:
Intellectual Property and the Digital Economy. CFP 2000: 4
1990 – 1999
- 1998
- [j23]Thomas F. Stahovich, Randall Davis, Howard E. Shrobe:
Generating Multiple New Designs from a Sketch. Artif. Intell. 104(1-2): 211-264 (1998) - [j22]Randall Davis:
What Are Intelligence? And Why? 1996 AAAI Presidential Address. AI Mag. 19(1): 91-111 (1998) - 1997
- [c15]Thomas F. Stahovich, Randall Davis, Howard E. Shrobe:
Qualitative Rigid Body Mechanics. AAAI/IAAI 1997: 138-144 - 1996
- [j21]Randall Davis, Pamela Samuelson, Mitchell Kapor, Jerome Reichman:
A New View of Intellectual Property and Software. Commun. ACM 39(3): 21-30 (1996) - [c14]Thomas F. Stahovich, Randall Davis, Howard E. Shrobe:
Generating Multiple New Designs From a Sketch. AAAI/IAAI, Vol. 2 1996: 1022-1029 - 1994
- [j20]Barbara J. Grosz, Randall Davis:
A Report to ARPA on Twenty-First Century Intelligent Systems. AI Mag. 15(3): 10-20 (1994) - 1993
- [j19]Randall Davis:
Retrospective on "Diagnostic Reasoning Based on Structure and Behavior". Artif. Intell. 59(1-2): 149-157 (1993) - [j18]Randall Davis, Bruce G. Buchanan, Edward H. Shortliffe
Retrospective on "Production Rules as a Representation for a Knowledge-Based Consultation Program". Artif. Intell. 59(1-2): 181-189 (1993) - [j17]Randall Davis, Howard E. Shrobe, Peter Szolovits:
What Is a Knowledge Representation? AI Mag. 14(1): 17-33 (1993) - [j16]Andrew Trice, Randall Davis:
Heuristics for Reconciling Independent Knowledge Bases. Inf. Syst. Res. 4(3): 262-288 (1993) - [c13]Randall Davis, Paul Resnick:
Multiple Dimensions of Generalization In Model-Based Troubleshooting. AAAI 1993: 160-167 - 1991
- [j15]Randall Davis:
A Tale of Two Knowledge Servers. AI Mag. 12(3): 118-120 (1991)
1980 – 1989
- 1989
- [j14]Randall Davis:
Expert Systems: How Far Can They Go? Part One. AI Mag. 10(1): 61-67 (1989) - [j13]Randall Davis:
Expert Systems: How Far Can They Go? Part Two. AI Mag. 10(2): 65-77 (1989) - 1988
- [c12]Jeffrey Van Baalen, Randall Davis:
Overview of an Approach to Representation Design. AAAI 1988: 392-397 - 1987
- [c11]Reid G. Simmons, Randall Davis:
Generate, Test and Debug: Combining Associational Rules and Causal Models. IJCAI 1987: 1071-1078 - 1986
- [c10]Reid G. Simmons, Randall Davis:
Representing and reasoning about change. Workshop on Motion 1986: 332-343 - 1985
- [c9]Terry Winograd, Randall Davis, Stuart Dreyfus, Brian Cantwell Smith:
Expert Systems: How Far Can They Go? IJCAI 1985: 1306 - 1984
- [j12]Randall Davis:
Diagnostic Reasoning Based on Structure and Behavior. Artif. Intell. 24(1-3): 347-410 (1984) - [c8]Walter Hamscher, Randall Davis:
Diagnosing Circuits With State: An Inherently Underconstrained Problem. AAAI 1984: 142-147 - [c7]Cory Myers, Alan V. Oppenheim, Randall Davis, Webster P. Dove:
Knowledge based speech analysis and enhancement. ICASSP 1984: 162-165 - 1983
- [j11]Randall Davis, Reid G. Smith:
Negotiation as a Metaphor for Distributed Problem Solving. Artif. Intell. 20(1): 63-109 (1983) - [j10]Randall Davis, Howard E. Shrobe:
Representing Structure and Behavior of Digital Hardware. Computer 16(10): 75-82 (1983) - [j9]Randall Davis:
Reasoning from First Principles in Electronic Troubleshooting. Int. J. Man Mach. Stud. 19(5): 403-423 (1983) - [c6]Randall Davis:
Diagnosis Via Causal Reasoning: Paths of Interaction and the Locality Principle. AAAI 1983: 88-94 - 1982
- [j8]Randall Davis:
Expert Systems: Where Are We? And Where Do We Go from Here? AI Mag. 3(2): 3-22 (1982) - [c5]Randall Davis, Howard E. Shrobe, Walter Hamscher, Kären Wieckert, Mark Shirley, Steve Polit:
Diagnosis Based on Description of Structure and Function. AAAI 1982: 137-142 - 1981
- [j7]Reid G. Smith, Randall Davis:
Frameworks for Cooperation in Distributed Problem Solving. IEEE Trans. Syst. Man Cybern. 11(1): 61-70 (1981) - [c4]Randall Davis, Howard Austin, Ingrid Carlbom, Bud Frawley, Paul Pruchnik, Rich Sneiderman, J. A. Gilreath:
The DIPMETER ADVISOR: Interpretation of Geologic Signals. IJCAI 1981: 846-849 - 1980
- [j6]Randall Davis:
Meta-Rules: Reasoning about Control. Artif. Intell. 15(3): 179-222 (1980) - [j5]Randall Davis:
Content Reference: Reasoning about Rules. Artif. Intell. 15(3): 223-239 (1980)
1970 – 1979
- 1979
- [j4]Randall Davis:
Interactive Transfer of Expertise: Acquisition of New Inference Rules. Artif. Intell. 12(2): 121-157 (1979) - 1977
- [j3]Randall Davis, Bruce G. Buchanan, Edward H. Shortliffe
Production Rules as a Representation for a Knowledge-Based Consultation Program. Artif. Intell. 8(1): 15-45 (1977) - [j2]Randall Davis:
A DSS for Diagnosis and Therapy. Data Base 8(3): 58-72 (1977) - [j1]Randall Davis:
Knowledge acquisition in rule-based systems: knowledge about representation as a basis for system construction and maintenance. SIGART Newsl. 63: 23 (1977) - [c3]Randall Davis:
Interactive Transfer of Expertise: Acquisition of New Inference Rules. IJCAI 1977: 321-328 - [c2]Randall Davis, Bruce G. Buchanan:
Meta-Level Knowledge: Overview and Applications. IJCAI 1977: 920-927 - [c1]Randall Davis:
Generalized procedure calling and content-directed invocation. Artificial Intelligence and Programming Languages 1977: 45-54 - 1976
- [b1]Randall Davis:
Use of meta level knowledge in the construction and maintenance of large knowledge bases. Stanford University, USA, 1976
Coauthor Index
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