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Research Output 2007 2019

2019

Preface

Finkbeiner, B. & Kleinberg, S., Jan 3 2019, In : Electronic Proceedings in Theoretical Computer Science, EPTCS. 286

Stevens Institute of Technology

Research output: Contribution to journalEditorial

2017

A method for automating token causal explanation and discovery

Zheng, M. & Kleinberg, S., Jan 1 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 176-181 6 p.

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Drug interactions
Decision making
Sample Size
Artifacts
Research Personnel
Mortality
Population
2016
23 Citations (Scopus)

Automated estimation of food type and amount consumed from body-worn audio and motion sensors

Mirtchouk, M., Merck, C. & Kleinberg, S., Sep 12 2016, UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 451-462 12 p. (UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Nutrition
Error analysis
Acoustics
Feedback
1 Citation (Scopus)

Causal explanation under indeterminism: A sampling approach

Merck, C. A. & Kleinberg, S., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 1037-1043 7 p.

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical problems
Computational methods
Accidents
Railroad cars
Health
2 Citations (Scopus)

Causal structure of brain physiology after brain injury from subarachnoid hemorrhage

Claassen, J., Rahman, S. A., Huang, Y., Frey, H. P., Schmidt, J. M., Albers, D., Falo, C. M., Park, S., Agarwal, S., Connolly, E. S. & Kleinberg, S., Apr 1 2016, In : PLoS ONE. 11, 4, e0149878.

Stevens Institute of Technology

Research output: Contribution to journalArticle

Physiology
Subarachnoid Hemorrhage
Brain Injuries
hemorrhage
Intensive care units
6 Citations (Scopus)

Multimodality sensing for eating recognition

Merck, C., Maher, C., Mirtchouk, M., Zheng, M., Huang, Y. & Kleinberg, S., Jun 16 2016, PervasiveHealth 2016 - 10th EAI International Conference on Pervasive Computing Technologies for Healthcare. Favela, J., Matic, A., Fitzpatrick, G., Weibel, N. & Hoey, J. (eds.). ICST Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, Vol. 2016-May.

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eating
Sensors
Wrist
Video recording
Microphones
4 Citations (Scopus)

Using uncertain data from body-worn sensors to gain insight into type 1 diabetes

Heintzman, N. & Kleinberg, S., Oct 1 2016, In : Journal of Biomedical Informatics. 63, p. 259-268 10 p.

Stevens Institute of Technology

Research output: Contribution to journalArticle

Medical problems
Type 1 Diabetes Mellitus
Uncertainty
Social Conditions
Sensors
2015
18 Citations (Scopus)

Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data

Rahman, S. A., Huang, Y., Claassen, J., Heintzman, N. & Kleinberg, S., Dec 1 2015, In : Journal of Biomedical Informatics. 58, p. 198-207 10 p.

Stevens Institute of Technology

Research output: Contribution to journalArticle

Intensive care units
Medical problems
Glucose
Time series
Fourier transforms
2 Citations (Scopus)

Fast and accurate causal inference from time series data

Huang, Y. & Kleinberg, S., Jan 1 2015, Proceedings of the 28th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015. Eberle, W. & Russell, I. (eds.). AAAI Press, p. 49-54 6 p. (Proceedings of the 28th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015).

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
4 Citations (Scopus)

Imputation of missing values in time series with lagged correlations

Rahman, S. A., Huang, Y., Claassen, J. & Kleinberg, S., Jan 26 2015, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 753-762 10 p., 7022671.

Stevens Institute of Technology

Research output: Contribution to journalConference article

Time series
Intensive care units
Medical problems
Data mining
Glucose
24 Citations (Scopus)

Unintrusive eating recognition using Google Glass

Rahman, S. A., Merck, C., Huang, Y. & Kleinberg, S., Dec 8 2015, Proceedings of the 2015 9th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2015. Institute of Electrical and Electronics Engineers Inc., p. 108-111 4 p. 7349385. (Proceedings of the 2015 9th International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2015).

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glass
Eating
Sensors
Head Movements
Health
2013
3 Citations (Scopus)

Causal inference with rare events in large-scale time-series data

Kleinberg, S., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1444-1450 7 p.

Stevens Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finance
Time series
Social sciences
Data mining
Decision making
5 Citations (Scopus)
Population
Electronic Health Records
Information Storage and Retrieval
Artifacts
Longitudinal Studies
85 Citations (Scopus)

Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes

Claassen, J., Perotte, A., Albers, D., Kleinberg, S., Schmidt, J. M., Tu, B., Badjatia, N., Lantigua, H., Hirsch, L. J., Mayer, S. A., Connolly, E. S. & Hripcsak, G., Jul 1 2013, In : Annals of Neurology. 74, 1, p. 53-64 12 p.

Research output: Contribution to journalArticle

Subarachnoid Hemorrhage
Seizures
Cerebrovascular Circulation
Brain Injuries
Regional Blood Flow

Preface to the first IEEE ICDM workshop on causal discovery

Li, J., Zhang, K., Pei, J., Liu, L., Chan, L., Geng, Z., Hyvärinen, A., Hyttinen, A., Janzing, D., Kleinberg, S., Liu, Y., Lu, Z. H., Lu, Z., Maathuis, M., Radboud, J. M., Shimizu, S., Silva, R., Sun, B., Tsamardinos, I. & Zhang, J., Jan 1 2013, In : Proceedings - IEEE 13th International Conference on Data Mining Workshops, ICDMW 2013. 6753880.

Stevens Institute of Technology

Research output: Contribution to journalEditorial

2011
9 Citations (Scopus)

A logic for causal inference in time series with discrete and continuous variables

Kleinberg, S., Dec 1 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 943-950 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Financial markets
58 Citations (Scopus)

A review of causal inference for biomedical informatics

Kleinberg, S. & Hripcsak, G., Dec 1 2011, In : Journal of Biomedical Informatics. 44, 6, p. 1102-1112 11 p.

Stevens Institute of Technology

Research output: Contribution to journalReview article

Informatics
Causality
Health
Temporal logic
Computational methods
2 Citations (Scopus)

Multiple testing of causal hypotheses

Kleinberg, S. & Mishra, B., Sep 22 2011, Causality in the Sciences. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Testing
Causal
Causes
Hypothesis Testing
Model Checking
2010
9 Citations (Scopus)
Malaria
Proteins
Vaccines
Transcriptome
Gene expression
1 Citation (Scopus)

The temporal logic of token causes

Kleinberg, S. & Mishra, B., Dec 1 2010, Principles of Knowledge Representation and Reasoning: Proceedings of the 12th International Conference, KR 2010. p. 575-577 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temporal Logic
Causality
Lung Cancer
Smoking
Reasoning
2009
17 Citations (Scopus)
Nutrition
Health
Availability
Financial markets
26 Citations (Scopus)

The temporal logic of causal structures

Kleinberg, S. & Mishra, B., Dec 1 2009, Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, UAI 2009. p. 303-312 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temporal logic
Model checking
Computational complexity
Testing
Gene expression
2008

Psst: A web-based system for tracking political statements

Kleinberg, S. & Mishra, B., Dec 15 2008, Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08. p. 1143-1144 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines
Automation
Processing
2 Citations (Scopus)

Systems biology via redescription and ontologies (III): Protein classification using malaria parasite's temporal transcriptomic profiles

Mitrofanova, A., Kleinberg, S., Carlton, J., Kasif, S. & Mishra, B., Dec 1 2008, Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008. p. 278-283 6 p. 4684903

Rutgers, The State University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systems Biology
Malaria
Ontology
Parasites
Proteins
2007
4 Citations (Scopus)

Systems biology via redescription and ontologies (I): Finding phase changes with applications to malaria temporal data

Kleinberg, S., Casey, K. & Mishra, B., Dec 1 2007, In : Systems and Synthetic Biology. 1, 4, p. 197-205 9 p.

Research output: Contribution to journalArticle

Systems Biology
Malaria
Ontology
Genes
Chloroquine