Ross D. Shachter

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Simulation Approaches to General Probabilistic Inference on Belief Networks pdf

Ross D. Shachter, Mark A. Peot, M. Peot, 2013, UAI.

A Decision-based View of Causality pdf

Ross D. Shachter, David Heckerman, D. Heckerman, 1994, UAI.

Dynamic programming and influence diagrams

Ross D. Shachter, Joseph A. Tatman, J. A. Tatman, 1990, IEEE Trans. Syst. Man Cybern..

Intelligent Probabilistic Inference pdf

Ross D. Shachter, 1985, UAI.

Decisions and Dependence in Influence Diagrams

Ross D. Shachter, 2016, Probabilistic Graphical Models.

Thinking Backward for Knowledge Acquisition

Ross D. Shachter, David Heckerman, D. Heckerman, 1987, AI Mag..

An Incentive Approach to Eliciting Probabilities

Ross D. Shachter, 1984 .

Complexity of the Exact Solution to the Test Sequencing Problem

Ross D. Shachter, Wenhao Liu, Wenhao Liu, 2015, UAI.

Fusion and Propagation with Multiple Observations in Belief Networks

Ross D. Shachter, Mark A. Peot, M. Peot, 1991, Artif. Intell..

Using a Bayesian Network to Predict the Probability and Type of Breast Cancer Represented by Microcalcifications on Mammography

Ross D. Shachter, Daniel L. Rubin, Elizabeth S. Burnside, 2004, MedInfo.

A method for the dynamic selection of models under time constraints

Ross D. Shachter, Geoffrey W. Rutledge, G. Rutledge, 1994 .

Dynamic programming in in uence diagrams with decision circuits pdf

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2010, UAI.

Solving Influence Diagrams: Exact Algorithms

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2011 .

An ordered examination of influence diagrams

Ross D. Shachter, 1990, Networks.

Evaluating influence diagrams with decision circuits pdf

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2007, UAI.

Decision Making Using Probabilistic Inference Methods

Ross D. Shachter, Mark A. Peot, M. Peot, 1992, UAI.

Decision-Theoretic Foundations for Causal Reasoning pdf

Ross D. Shachter, David Heckerman, D. Heckerman, 1995, J. Artif. Intell. Res..

Decision-theoretic planning

Ross D. Shachter, Mark A. Peot, M. Peot, 1998 .

Patient-specific explanation in models of chronic disease

Ross D. Shachter, Lawrence M. Fagan, Edward H. Shortliffe, 1992, Artif. Intell. Medicine.

An Approach to Automate and Individualize Interactive Decision Support for Patients

Ross D. Shachter, Leslie Lenert, George C. Scott, 2002, AMIA.

A Bayesian network for mammography

Ross D. Shachter, Daniel L. Rubin, Elizabeth S. Burnside, 2000, AMIA.

Strictly Proper Mechanisms with Cooperating Players

Ross D. Shachter, SangIn Chun, SangIn Chun, 2011, UAI.

Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence (1989) pdf

Ross D. Shachter, Laveen N. Kanal, Max Henrion, 2013, ArXiv.

Influence Diagrams for Team Decision Analysis

Ross D. Shachter, Apiruk Detwarasiti, Apiruk Detwarasiti, 2005, Decis. Anal..

Individualizing generic decision models using assessments as evidence

Ross D. Shachter, George C. Scott, George C. Scott, 2005, J. Biomed. Informatics.

User-Agent Value Alignment

Ross D. Shachter, Daniel Shapiro, D. Shapiro, 2002 .

Learning From What You Don't Observe pdf

Ross D. Shachter, Mark A. Peot, 1998, UAI.

Formulating Asymmetric Decision Problems as Decision Circuits

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2012, Decis. Anal..

Directed reduction algorithms and decomposable graphs

Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh, 1990, UAI.

Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties pdf

Ross D. Shachter, W. B. Poland, William B. Poland, 1993, UAI.

Decision Flexibility pdf

Ross D. Shachter, Tom Chávez, 1995, UAI.

A Dynamic HIV-Transmission Model for Evaluating the Costs and Benefits of Vaccine Programs

Ross D. Shachter, Donna M. Edwards, Douglas K. Owens, 1998, Interfaces.

A heuristic Bayesian approach to knowledge acquisition: Application to analysis of tissue-type plasminogen activator pdf

Ross D. Shachter, David M. Eddy, Vic Hasselblad, 1987, Int. J. Approx. Reason..

Laplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables pdf

Ross D. Shachter, Adriano Azevedo-Filho, Adriano Azevedo-Filho, 1994, UAI.

A Measure of Decision Flexibility pdf

Ross D. Shachter, Marvin Mandelbaum, 1996, UAI.

A backwards view for assessment pdf

Ross D. Shachter, David Heckerman, D. Heckerman, 1986, UAI.

Structural Controllability and Observability in Influence Diagrams

Ross D. Shachter, Brian Y. Chan, 1992, UAI.

The equivalence of exact methods for probabilistic inference on belief networks

Ross D. Shachter, Peter Szolovits, Stig Kjær Andersen, 1991 .

Using Potential Influence Diagrams for Probabilistic Inference and Decision Making

Ross D. Shachter, Pierre Ndilikilikesha, 1993, UAI.

Using background knowledge to speed reinforcement learning in physical agents

Ross D. Shachter, Pat Langley, Daniel G. Shapiro, 2001, AGENTS '01.

Three Approaches to Probability Model Selection pdf

Ross D. Shachter, William B. Poland, 1994, UAI.

Evidence Absorption and Propagation through Evidence Reversals

Ross D. Shachter, 2013, UAI.

Symbolic Probabilistic Inference in Belief Networks

Ross D. Shachter, Bruce D'Ambrosio, Brendan Del Favero, 1990, AAAI.

Value-driven agents

Ross D. Shachter, Pat Langley, Daniel G. Shapiro, 2001 .

Efficient Value of Information Computation

Ross D. Shachter, 1999, UAI.

Global Conditioning for Probabilistic Inference in Belief Networks pdf

Ross D. Shachter, Peter Szolovits, Stig K. Andersen, 1994, UAI.

Proceedings of the Fourth Conference on Uncertainty in Artificial Intelligence (1988) pdf

Ross D. Shachter, Tod S. Levitt, Laveen N. Kanal, 2013, ArXiv.

DAVID: influence diagram processing system for the macintosh

Ross D. Shachter, 1986, UAI.

Evaluating Influence Diagrams

Ross D. Shachter, 1986, Oper. Res..

Approximate Kalman Filter Q-Learning for Continuous State-Space MDPs pdf

Ross D. Shachter, Charles Tripp, 2013, UAI.

Probabilistic Inference and Influence Diagrams

Ross D. Shachter, 1988, Oper. Res..

Improving a Bayesian network's ability to predict the probability of malignancy of microcalcifications on mammography

Ross D. Shachter, Daniel L. Rubin, Elizabeth S. Burnside, 2004, CARS.

SecondOpinion: A Framework for Using Decision Models to Automate and Individualize Interactive Patient-oriented Decision Support Aids

Ross D. Shachter, Leslie Lenert, George C. Scott, 2001, AMIA.

Three new sensitivity analysis methods for influence diagrams

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2010, UAI.

End-User Construction of Influence Diagrams for Bayesian Statistics pdf

Ross D. Shachter, Harold P. Lehmann, H. Lehmann, 1993, UAI.

A linear approximation method for probabilistic inference

Ross D. Shachter, 2013, UAI.

A Graph-Based Inference Method for Conditional Independence pdf

Ross D. Shachter, 1991, UAI.

Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams) pdf

Ross D. Shachter, 1998, UAI.

Efficient inference on generalized fault diagrams pdf

Ross D. Shachter, 1988, Int. J. Approx. Reason..

Sensitivity analysis in decision circuits pdf

Ross D. Shachter, Debarun Bhattacharjya, D. Bhattacharjya, 2008, UAI.

A Definition and Graphical Representation for Causality pdf

Ross D. Shachter, David Heckerman, D. Heckerman, 1995, UAI.

Gaussian influence diagrams

C. Robert Kenley, Ross D. Shachter, 1989 .

Advances in Decision Analysis: Model Building with Belief Networks and Influence Diagrams

Ross D. Shachter, 2007 .

A Bayesian Network to Assist Mammography Interpretation

Ross D. Shachter, E. Burnside, D. Rubin, 2005 .

Convergent Reinforcement Learning for Hierarchical Reactive Plans

Ross D. Shachter, 2001 .

Backtracking for More Efficient Large Scale Dynamic Programming

Ross D. Shachter, Charles Tripp, C. Tripp, 2012, 2012 11th International Conference on Machine Learning and Applications.

Bayesian network to predict breast cancer risk of mammographic microcalcifications and reduce number of benign biopsy results: initial experience.

Ross D. Shachter, Jason P Fine, Daniel L Rubin, 2006, Radiology.

A dynamic model of HIV transmission for evaluation of the costs and benefits of vaccine programs

Ross D. Shachter, D. Owens, D. Edwards, 1997 .

A probabilistic expert system that provides automated mammographic-histologic correlation: initial experience.

Ross D. Shachter, E. Burnside, D. Rubin, 2004, AJR. American journal of roentgenology.

Alarms for Monitoring : A Decision-Theoretic Framework

Ross D. Shachter, Cecil Huang, 1997 .

Pearl Causality and the Value of Control

Ross D. Shachter, David Heckerman, 2016 .

Eualuation of Nonlinear Optimization for Scheduling of follow-up cystoscopies to Detect Recurrent Bladder Cancer

Ross D. Shachter, Linda D. Shortliffe, Harold C. Sox, 1991 .

How can economic schemes curtail the increasing sex ratio at birth in China?

Ross D. Shachter, M. Feldman, S. Tuljapurkar, 2008, Demographic research.

Are patients getting the “gist” in risk communication? Patient understanding of prognosis in breast cancer treatment

Ross D. Shachter, D. Hutton, D. Moore, 2009, Journal of Cancer Education.

Population effects of preventive and therapeutic HIV vaccines in early‐ and late‐stage epidemics

Ross D. Shachter, D. Owens, D. Edwards, 1998, AIDS.

Toward cost-effective staffing mixes for Veterans Affairs substance use disorder treatment programs

Ross D. Shachter, J. Finney, J. Trafton, 2015, BMC Health Services Research.

Costs and Benefits of Imperfect HIV Vaccines: Implications for Vaccine Development and Use

Ross D. Shachter, D. Owens, D. Edwards, 2001 .

The Cost Effectiveness of Partially Effective HIV Vaccines

Ross D. Shachter, D. Owens, D. Edwards, 2005 .

Cost-effectivieness of vaccine development for H. Pylori using the institute of medicine (IOM) model

Ross D. Shachter, D. Owens, J. Parsonnet, 1998 .

Representation of preferences in decision-support systems.

Ross D. Shachter, B. Farr, 1992, Computers and biomedical research, an international journal.

Prophylactic Fixation Can Be Cost-effective in Preventing a Contralateral Bisphosphonate-associated Femur Fracture

Ross D. Shachter, J. Bishop, Sam Y Jiang, 2018, Clinical orthopaedics and related research.

Cost-effectiveness of a potential prophylactic Helicobacter pylori vaccine in the United States.

Ross D. Shachter, D. Owens, M. Rupnow, 2009, The Journal of infectious diseases.

Quantifying the population impact of a prophylactic Helicobacter pylori vaccine.

Ross D. Shachter, D. Owens, M. Rupnow, 2001, Vaccine.

Why Did They Do That?

Ross D. Shachter, D. Heckerman, 2022 .

A Bayesian Method for Synthesizing Evidence: The Confidence Profile Method

Ross D. Shachter, V Hasselblad, D M Eddy, 1990, International Journal of Technology Assessment in Health Care.

A Physician-Based Architecture for the Construction and Use of Statistical Models

Ross D. Shachter, R D Shachter, H P Lehmann, 1994, Methods of Information in Medicine.

Uncovering interpretable potential confounders in electronic medical records

Ross D. Shachter, S. Athey, D. Rubin, 2022, Nature Communications.

Uncovering interpretable potential confounders in electronic medical records

Ross D. Shachter, S. Athey, J. Zeng, 2021, Nature Communications.

Association of Care Practices with Suicide Attempts in US Veterans Prescribed Opioid Medications for Chronic Pain Management

Ross D. Shachter, J. Trafton, Elizabeth M Oliva, 2015, Journal of General Internal Medicine.

A Web-based Decision Tool to Estimate Subarachnoid Hemorrhage Risk in Emergency Department Patients

Ross D. Shachter, J. Perry, Prasanthi Govindarajan, 2018, Cureus.

Helicobacter pylori Vaccine Development and Use: A Cost‐Effectiveness Analysis Using the Institute of Medicine Methodology

Ross D. Shachter, D. Owens, M. Rupnow, 1999, Helicobacter.

-SEPARATION: FROM THEOREMS TO ALGORITHMS

Ross D. Shachter, J. Lemmer, L. Kanal, 2011 .

Natural Language Processing to Identify Cancer Treatments With Electronic Medical Records.

Ross D. Shachter, J. Zeng, M. Gensheimer, 2021, JCO clinical cancer informatics.

Value of quantitative D-dimer assays in identifying pulmonary embolism: implications from a sequential decision model.

Ross D. Shachter, M. Brandeau, Ram Duriseti, 2006, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

A Probabilistic Model to Support Radiologists’ Classification Decisions in Mammography Practice

Ross D. Shachter, Daniel L Rubin, Elizabeth S Burnside, 2019, Medical decision making : an international journal of the Society for Medical Decision Making.

Efficient Scheduling of Cystoscopies in Monitoring for Recurrent Bladder Cancer

Ross D. Shachter, Linda D. Shortliffe, Harold C. Sox, 1989, Medical decision making : an international journal of the Society for Medical Decision Making.

WildfireDB: An Open-Source Dataset Connecting Wildfire Spread with Relevant Determinants

Ross D. Shachter, Mykel J. Kochenderfer, A. Eldawy, 2021 .

Uncertainty Aware Wildfire Management pdf

Ross D. Shachter, Ahmed Eldawy, Mykel Kochenderfer, 2020, ArXiv.

Representation and Analysis of Medical Decision Problems with Influence Diagrams

Ross D. Shachter, D K Owens, R D Shachter, 1997, Medical decision making : an international journal of the Society for Medical Decision Making.

A dynamic transmission model for predicting trends in Helicobacter pylori and associated diseases in the United States.

Ross D. Shachter, D. Owens, M. Rupnow, 2000, Emerging infectious diseases.

An Introduction to a Bayesian Method for Meta-analysis

Ross D. Shachter, V Hasselblad, D M Eddy, 1990, Medical decision making : an international journal of the Society for Medical Decision Making.

Association of Care Practices with Suicide Attempts in US Veterans Prescribed Opioid Medications for Chronic Pain Management

Ross D. Shachter, J. Trafton, Elizabeth M Oliva, 2015, Journal of General Internal Medicine.

Incorporating uncertainty in watershed management decision-making: A mercury TMDL case study

Ross D. Shachter, James O. Leckie, Ross Shachter, 2005 .

Dynamic strategy for personalized medicine: An application to metastatic breast cancer

Xi Chen, Ross D. Shachter, Ross Shachter, 2017, J. Biomed. Informatics.