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Research Output 2007 2019

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Conference contribution
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
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
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
2015
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
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
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
2010
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
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. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008).

Rutgers, The State University, Stevens Institute of Technology

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

Systems Biology
Malaria
Ontology
Parasites
Proteins