John V. Guttag
Orcid: 0000-0003-0992-0906Affiliations:
- MIT, Cambridge, USA
According to our database1,
John V. Guttag
authored at least 169 papers
between 1976 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2006, "For contributions to algebraic specifications and abstract data types.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on viaf.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on isni.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Machine Learning for Healthcare Conference, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the Conference on Health, Inference, and Learning, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
CoRR, 2022
CoRR, 2022
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022
Proceedings of the Conference on Health, Inference, and Learning, 2022
2021
npj Digit. Medicine, 2021
Proceedings of the Information Processing in Medical Imaging, 2021
Exploiting structured data for learning contagious diseases under incomplete testing.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle.
Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021
Learning to predict with supporting evidence: applications to clinical risk prediction.
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
2020
Proceedings of the Third Conference on Machine Learning and Systems, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020
2019
IEEE Trans. Medical Imaging, 2019
Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces.
Medical Image Anal., 2019
Image segmentation of liver stage malaria infection with spatial uncertainty sampling.
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Machine Learning for Healthcare Conference, 2019
Proceedings of the Machine Learning for Healthcare Conference, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Learning to Summarize Electronic Health Records Using Cross-Modality Correspondences.
Proceedings of the Machine Learning for Healthcare Conference, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Machine Learning for Health Care Conference, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
2016
Stat. Anal. Data Min., 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach.
J. Mach. Learn. Res., 2016
Proceedings of the 1st Machine Learning in Health Care, 2016
Proceedings of the 1st Machine Learning in Health Care, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Towards an Automated Screening Tool for Developmental Speech and Language Impairments.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
2015
ACM Trans. Graph., 2015
Corrections to "Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results For Vocal Fold Nodules".
IEEE Trans. Biomed. Eng., 2015
Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration.
J. Biomed. Informatics, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
2014
Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results for Vocal Fold Nodules.
IEEE Trans. Biomed. Eng., 2014
A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
2013
A data-driven method for in-game decision making in MLB: when to pull a starting pitcher.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Collaborative Filtering for Identifying Prescription Omissions in an ICU.
Proceedings of the HEALTHINF 2013, 2013
2012
ACM Trans. Graph., 2012
EURASIP J. Adv. Signal Process., 2012
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data.
J. Mach. Learn. Res., 2011
Patient-specific ventricular beat classification without patient-specific expert knowledge: A transfer learning approach.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
A comparison of non-symmetric entropy-based classification trees and support vector machine for cardiovascular risk stratification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Weighted Time Warping for Temporal Segmentation of Multi-parameter Physiological Signals.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Motif discovery in physiological datasets: A methodology for inferring predictive elements.
ACM Trans. Knowl. Discov. Data, 2010
A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System.
IEEE J. Solid State Circuits, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
J. Mach. Learn. Res., 2009
J. Ambient Intell. Smart Environ., 2009
Non-Invasive Computerized System for Automatically Initiating Vagus Nerve Stimulation Following Patient-Specific Detection of Seizures or epileptiform discharges.
Int. J. Neural Syst., 2009
Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009
Proceedings of the 7th International Conference on Mobile Systems, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Application of Information Technology: SMART - An Integrated Wireless System for Monitoring Unattended Patients.
J. Am. Medical Informatics Assoc., 2008
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008
2007
IEEE Trans. Biomed. Eng., 2007
Clustering and Symbolic Analysis of Cardiovascular Signals: Discovery and Visualization of Medically Relevant Patterns in Long-Term Data Using Limited Prior Knowledge.
EURASIP J. Adv. Signal Process., 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Reducing the Number of Channels for an Ambulatory Patient-Specific EEG-based Epileptic Seizure Detector by Applying Recursive Feature Elimination.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Proceedings of the 3rd International Conference on Mobile Systems, 2005
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005
Proceedings of the AMIA 2005, 2005
2004
Proceedings of the General Track: 2004 USENIX Annual Technical Conference, June 27, 2004
Proceedings of the 11st ACM SIGOPS European Workshop, 2004
Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems, 2004
2003
Role Classification of Hosts Within Enterprise Networks Based on Connection Patterns.
Proceedings of the General Track: 2003 USENIX Annual Technical Conference, 2003
2002
Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), 2002
Proceedings of the Software Pioneers., 2002
2001
Program Development in Java - Abstraction, Specification, and Object-Oriented Design.
Addison-Wesley, ISBN: 978-0-201-65768-5, 2001
1999
1998
Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998
1995
Proceedings of the Tenth Annual Conference on Object-Oriented Programming Systems, 1995
1994
Using Specialized Procedures and Specification-Based Analysis to Reduce the Runtime Costs of Modularity.
Proceedings of the Second ACM SIGSOFT Symposium on Foundations of Software Engineering, 1994
Proceedings of the Second ACM SIGSOFT Symposium on Foundations of Software Engineering, 1994
Proceedings of the PARLE '94: Parallel Architectures and Languages Europe, 1994
1993
Texts and Monographs in Computer Science, Springer, ISBN: 978-1-4612-2704-5, 1993
Formal Methods Syst. Des., 1993
Proceedings of the TAPSOFT'93: Theory and Practice of Software Development, 1993
Proceedings of the Computer Aided Verification, 5th International Conference, 1993
1992
Mechanized Verification of Circuit Descriptions Using the Larch Prover.
Proceedings of the Theorem Provers in Circuit Design, 1992
Using Transformations and Verification in Ciruit Design.
Proceedings of the Designing Correct Circuits, 1992
1991
Proceedings of the VDM '91, 1991
1990
Using LP to Debug Specifications.
Proceedings of the Programming concepts and methods: Proceedings of the IFIP Working Group 2.2, 1990
1989
Proceedings of the Rewriting Techniques and Applications, 3rd International Conference, 1989
Proceedings of the Automatic Verification Methods for Finite State Systems, 1989
1988
Proceedings of the Conference Record of the Fifteenth Annual ACM Symposium on Principles of Programming Languages, 1988
Proceedings of the 9th International Conference on Automated Deduction, 1988
1987
Proceedings of the Eleventh ACM Symposium on Operating System Principles, 1987
1986
1985
1983
SIAM J. Comput., 1983
An Introduction to the Larch Shared Language.
Proceedings of the Information Processing 83, 1983
1982
Sci. Comput. Program., 1982
Derived Pairs, Overlap Closures, and Rewrite Dominoes: New Tools for Analyzing Term rewriting Systems.
Proceedings of the Automata, 1982
1981
Proceedings of the 1981 conference on Functional programming languages and computer architecture, 1981
Proceedings of the Program Specification, 1981
1980
Proceedings of the Conference Record of the Seventh Annual ACM Symposium on Principles of Programming Languages, 1980
1978
Proceedings of the Program Construction, International Summer School, July 26, 1978
1977
Proceedings of an ACM Conference on Language Design for Reliable Software (LDRS), 1977
A Proof Rule for Euclid Procedures.
Proceedings of the Formal Description of Programming Concepts: Proceedings of the IFIP Working Conference on Formal Description of Programming Concepts, 1977
1976
Proceedings of the SIGPLAN 1976 Conference on Data: Abstraction, 1976
Proceedings of the 2nd International Conference on Software Engineering, 1976