Samantha Kleinberg

发表

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

Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, 2015, J. Biomed. Informatics.

An Algorithmic Enquiry Concerning Causality

Bhubaneswar Mishra, Samantha Kleinberg, Samantha Kleinberg, 2010 .

Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series pdf

Min Zheng, Samantha Kleinberg, Zahra Ebrahimzadeh, 2019, ArXiv.

Replicability, Reproducibility, and Agent-based Simulation of Interventions

Samantha Kleinberg, R. Stanley Hum, 2017, AMIA.

Causality, Probability, and Time: Bibliography

Samantha Kleinberg, 2012 .

Causality, Probability, and Time: Conclusion

Samantha Kleinberg, 2012 .

Causal Inference with Rare Events in Large-Scale Time-Series Data

Samantha Kleinberg, Samantha Kleinberg, 2013, IJCAI.

Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series

Min Zheng, Samantha Kleinberg, Min Zheng, 2019, MLHC.

Remembrance of the experiments past: A redescription based tool for discovery in complex systems

Bhubaneswar Mishra, Samantha Kleinberg, 2006 .

Multimodality sensing for eating recognition

Min Zheng, Yuxiao Huang, Samantha Kleinberg, 2016, PervasiveHealth.

Psst: a web-based system for tracking political statements

Bud Mishra, Samantha Kleinberg, B. Mishra, 2008, WWW.

Fast and Accurate Causal Inference from Time Series Data

Yuxiao Huang, Samantha Kleinberg, Yuxiao Huang, 2015, FLAIRS.

Modal Logic, Temporal Models and Neural Circuits: What Connects Them

Naren Ramakrishnan, Marco Antoniotti, Samantha Kleinberg, 2007 .

Imputation of Missing Values in Time Series with Lagged Correlations

Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, 2014, 2014 IEEE International Conference on Data Mining Workshop.

The Temporal Logic of Causal Structures

Bud Mishra, Samantha Kleinberg, B. Mishra, 2009, UAI.

A Method for Automating Token Causal Explanation and Discovery

Min Zheng, Samantha Kleinberg, Min Zheng, 2017, FLAIRS.

Recognizing Eating from Body-Worn Sensors

Min Zheng, Samantha Kleinberg, Mark Mirtchouk, 2017, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments

Samantha Kleinberg, Mark Mirtchouk, Dana L. McGuire, 2019, MLHC.

Systems Biology via Redescription and Ontologies (III): Protein Classification Using Malaria Parasite's Temporal Transcriptomic Profiles

Simon Kasif, Bud Mishra, Samantha Kleinberg, 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.

Methodological Review: A review of causal inference for biomedical informatics

George Hripcsak, Samantha Kleinberg, G. Hripcsak, 2011 .

CLARITY: Algorithms for semantic comparison of time-coarse transcriptomic data

Bhubaneswar Mishra, Samantha Kleinberg, 2006 .

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

Samantha Kleinberg, Mark Mirtchouk, Christopher A. Merck, 2016, UbiComp.

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

Bud Mishra, Kevin Casey, Samantha Kleinberg, 2007, Systems and Synthetic Biology.

Lessons Learned in Replicating Data-Driven Experiments in Multiple Medical Systems and Patient Populations

Noémie Elhadad, Samantha Kleinberg, 2013, AMIA.

Proceedings 3rd Workshop on formal reasoning about Causation, Responsibility, and Explanations in Science and Technology, CREST@ETAPS 2018, Thessaloniki, Greece, 21st April 2018

Bernd Finkbeiner, Samantha Kleinberg, 2019, CREST@ETAPS.

Unintrusive eating recognition using Google Glass

Shah Atiqur Rahman, Yuxiao Huang, Samantha Kleinberg, 2015, 2015 9th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth).

Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle

Simon Kasif, Bud Mishra, Samantha Kleinberg, 2010, Artif. Intell. Medicine.

Automated Identification of Causal Moderators in Time-Series Data

Jan Claassen, Samantha Kleinberg, Min Zheng, 2018, CD@KDD.

Investigating Potentials and Pitfalls of Knowledge Distillation Across Datasets for Blood Glucose Forecasting

Hadia Hameed, Samantha Kleinberg, Samantha Kleinberg, 2020, KDH@ECAI.

Metamorphosis: the Coming Transformation of Translational Systems Biology

Bud Mishra, Samantha Kleinberg, B. Mishra, 2009, ACM Queue.

Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data

Hadia Hameed, Samantha Kleinberg, 2020, MLHC.

A Little Bit of Statistics

Samantha Kleinberg, 2012 .

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

Nathaniel Heintzman, Samantha Kleinberg, Nathaniel D. Heintzman, 2016, J. Biomed. Informatics.

A Logic for Causal Inference in Time Series with Discrete and Continuous Variables

Samantha Kleinberg, Samantha Kleinberg, 2011, IJCAI.

Pyramid Recurrent Neural Networks for Multi-Scale Change-Point Detection

Min Zheng, Samantha Kleinberg, Zahra Ebrahimzadeh, 2018 .

The Temporal Logic of Token Causes

Bud Mishra, Samantha Kleinberg, B. Mishra, 2010, KR.

Causal Explanation Under Indeterminism: A Sampling Approach

Samantha Kleinberg, Christopher A. Merck, Samantha Kleinberg, 2016, AAAI.

Detecting Granular Eating Behaviors From Body-worn Audio and Motion Sensors

Samantha Kleinberg, Mark Mirtchouk, Samantha Kleinberg, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare pdf

Chandan K. Reddy, Yue Ning, Prithwish Chakraborty, 2021, IJCAI.

Investigating Causal Relationships in Stock Returns with Temporal Logic Based Methods

Petter N. Kolm, Bud Mishra, Samantha Kleinberg, 2010 .

Causality, Probability, and Time

Samantha Kleinberg, S. Kleinberg, Samantha Kleinberg, 2012 .

Nonconvulsive seizures after subarachnoid hemorrhage: Multimodal detection and outcomes

George Hripcsak, Adler Perotte, Jan Claassen, 2013, Annals of neurology.

Complex Detection, Complex Decisions: More Detail on Subclinical Seizures in the Acutely Sick Brain

Adler J. Perotte, Jan Claassen, Samantha Kleinberg, 2014 .

Multiple Testing of Causal Hypotheses

Bud Mishra, Samantha Kleinberg, B. Mishra, 2008 .