Randall Davis

According to our database1, Randall Davis authored at least 104 papers between 1977 and 2016.

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Bibliography

2016
Learning classification models of cognitive conditions from subtle behaviors in the digital Clock Drawing Test.
Machine Learning, 2016

Interpretable Machine Learning Models for the Digital Clock Drawing Test.
CoRR, 2016

Balancing Appearance and Context in Sketch Interpretation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments.
J. Field Robotics, 2015

THink: Inferring Cognitive Status from Subtle Behaviors.
AI Magazine, 2015

Continuous Body and Hand Gesture Recognition for Natural Human-Computer Interaction: Extended Abstract.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Towards a Programmer's Apprentice (Again).
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Real-time continuous gesture recognition for natural human-computer interaction.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2014

A direct manipulation language for explaining algorithms.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2014

2013
Physink: sketching physical behavior.
Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013

One-Class Conditional Random Fields for Sequential Anomaly Detection.
Proceedings of the IJCAI 2013, 2013

Gesture spotting and recognition using salience detection and concatenated hidden markov models.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Learning a sparse codebook of facial and body microexpressions for emotion recognition.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Distribution-sensitive learning for imbalanced datasets.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Action Recognition by Hierarchical Sequence Summarization.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Continuous body and hand gesture recognition for natural human-computer interaction.
TiiS, 2012

Multimodal human behavior analysis: learning correlation and interaction across modalities.
Proceedings of the International Conference on Multimodal Interaction, 2012

Multi-view latent variable discriminative models for action recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
ChemInk: a natural real-time recognition system for chemical drawings.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Multi-signal gesture recognition using temporal smoothing hidden conditional random fields.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
A voice-commandable robotic forklift working alongside humans in minimally-prepared outdoor environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Toward natural interaction in the real world: real-time gesture recognition.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Multimodal interaction with an autonomous forklift.
Proceedings of the 5th ACM/IEEE International Conference on Human Robot Interaction, 2010

Understanding Diagrams, and More: The Computer's View.
Proceedings of the Diagrammatic Representation and Inference, 6th International Conference, 2010

Creating the perception-based LADDER sketch recognition language.
Proceedings of the Conference on Designing Interactive Systems, 2010

2009
Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Visual Approach to Sketched Symbol Recognition.
Proceedings of the IJCAI 2009, 2009

Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices.
Proceedings of the IJCAI 2009, 2009

Recognizing interspersed sketches quickly.
Proceedings of the Graphics Interface 2009 Conference, 2009

2008
Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction.
J. Artif. Intell. Res., 2008

Sketch recognition in interspersed drawings using time-based graphical models.
Comput. Graph., 2008

Multimodal design: An overview.
AI EDAM, 2008

Gestural Cohesion for Topic Segmentation.
Proceedings of the ACL 2008, 2008

Discourse Topic and Gestural Form.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Magic Paper: Sketch-Understanding Research.
IEEE Computer, 2007

Sketch Interpretation Using Multiscale Models of Temporal Patterns.
IEEE Computer Graphics and Applications, 2007

Sketch based interfaces: early processing for sketch understanding.
Proceedings of the 34. International Conference on Computer Graphics and Interactive Techniques, 2007

Temporal Sketch Recognition in Interspersed Drawings.
Proceedings of the Sketch Based Interfaces and Modeling, 2007

Speech and Sketching: An Empirical Study of Multimodal Interaction.
Proceedings of the Sketch Based Interfaces and Modeling, 2007

Conditional Modality Fusion for Coreference Resolution.
Proceedings of the ACL 2007, 2007

Recognition of Hand Drawn Chemical Diagrams.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Turning Lectures into Comic Books Using Linguistically Salient Gestures.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Scale-space based feature point detection for digital ink.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Naturally conveyed explanations of device behavior.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

LADDER: a language to describe drawing, display, and editing in sketch recognition.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Tahuti: a geometrical sketch recognition system for UML class diagrams.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Natural gesture in descriptive monologues.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Sketch understanding: toward natural interaction toward natural interaction.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Dynamically constructed Bayes nets for multi-domain sketch understanding.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Resolving ambiguities to create a natural computer-based sketching environment.
Proceedings of the 33. International Conference on Computer Graphics and Interactive Techniques, 2006

Gesture Improves Coreference Resolution.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Gesture Features for Coreference Resolution.
Proceedings of the Machine Learning for Multimodal Interaction, 2006

Interactive learning of structural shape descriptions from automatically generated near-miss examples.
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

2005
Pen-based computing.
Comput. Graph., 2005

LADDER, a sketching language for user interface developers.
Comput. Graph., 2005

Reports on the 2004 AAAI Fall Symposia.
AI Magazine, 2005

HMM-based efficient sketch recognition.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

2004
SketchREAD: a multi-domain sketch recognition engine.
Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, 2004

Speech and sketching for multimodal design.
Proceedings of the 9th International Conference on Intelligent User Interfaces, 2004

Visual and linguistic information in gesture classification.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

Using Empirical Methods for Evaluating Expression and Content Similarity.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Perceptually Based Learning of Shape Descriptions for Sketch Recognition.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

Automatically Transforming Symbolic Shape Descriptions for Use in Sketch Recognition.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Content and expression-based copy recognition for intellectual property protection.
Proceedings of the 2003 ACM workshop on Digital rights management 2003, Washington, 2003

Negotiation Distributed as a Metaphor for Problem Solving.
Proceedings of the Communication in Multiagent Systems, 2003

2002
The 2002 AAAI Spring Symposium Series.
AI Magazine, 2002

2001
The digital dilemma.
Commun. ACM, 2001

Query by Attention: Visually Searchable Information Maps.
Proceedings of the International Conference on Information Visualisation, 2001

2000
Qualitative rigid-body mechanics.
Artif. Intell., 2000

1998
What Are Intelligence? And Why? 1996 AAAI Presidential Address.
AI Magazine, 1998

Generating Multiple New Designs from a Sketch.
Artif. Intell., 1998

1996
A New View of Intellectual Property and Software.
Commun. ACM, 1996

1994
A Report to ARPA on Twenty-First Century Intelligent Systems.
AI Magazine, 1994

1993
Heuristics for Reconciling Independent Knowledge Bases.
Information Systems Research, 1993

What Is a Knowledge Representation?
AI Magazine, 1993

Retrospective on "Production Rules as a Representation for a Knowledge-Based Consultation Program".
Artif. Intell., 1993

Retrospective on "Diagnostic Reasoning Based on Structure and Behavior".
Artif. Intell., 1993

Multiple Dimensions of Generalization In Model-Based Troubleshooting.
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1991
A Tale of Two Knowledge Servers.
AI Magazine, 1991

1989
Expert Systems: How Far Can They Go? Part Two.
AI Magazine, 1989

Expert Systems: How Far Can They Go? Part One.
AI Magazine, 1989

1988
Overview of an Approach to Representation Design.
Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1987
Generate, Test and Debug: Combining Associational Rules and Causal Models.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1985
Expert Systems: How Far Can They Go?
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984
Diagnostic Reasoning Based on Structure and Behavior.
Artif. Intell., 1984

Knowledge based speech analysis and enhancement.
Proceedings of the IEEE International Conference on Acoustics, 1984

Diagnosing Circuits With State: An Inherently Underconstrained Problem.
Proceedings of the National Conference on Artificial Intelligence. Austin, 1984

1983
Reasoning from First Principles in Electronic Troubleshooting.
International Journal of Man-Machine Studies, 1983

Representing Structure and Behavior of Digital Hardware.
IEEE Computer, 1983

Negotiation as a Metaphor for Distributed Problem Solving.
Artif. Intell., 1983

Diagnosis Via Causal Reasoning: Paths of Interaction and the Locality Principle.
Proceedings of the National Conference on Artificial Intelligence, 1983

1982
Expert Systems: Where Are We? And Where Do We Go from Here?
AI Magazine, 1982

Diagnosis Based on Description of Structure and Function.
Proceedings of the National Conference on Artificial Intelligence, 1982

1981
Frameworks for Cooperation in Distributed Problem Solving.
IEEE Trans. Systems, Man, and Cybernetics, 1981

The DIPMETER ADVISOR: Interpretation of Geologic Signals.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1980
Content Reference: Reasoning about Rules.
Artif. Intell., 1980

Meta-Rules: Reasoning about Control.
Artif. Intell., 1980

1979
Interactive Transfer of Expertise: Acquisition of New Inference Rules.
Artif. Intell., 1979

1977
Generalized procedure calling and content-directed invocation.
SIGART Newsletter, 1977

Knowledge acquisition in rule-based systems: knowledge about representation as a basis for system construction and maintenance.
SIGART Newsletter, 1977

A DSS for Diagnosis and Therapy.
DATA BASE, 1977

Production Rules as a Representation for a Knowledge-Based Consultation Program.
Artif. Intell., 1977

Meta-Level Knowledge: Overview and Applications.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977


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