Staal A. Vinterbo

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 8

Top Topics

Differential Privacy

Anonymized Data

Decision Support

Differentially Private

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Staal A. Vinterbo
Differential privacy for symmetric log-concave mechanisms. CoRR (2022)
Staal A. Vinterbo
Differential privacy for symmetric log-concave mechanisms. AISTATS (2022)
Staal A. Vinterbo
A closed form scale bound for the (ε, δ)-differentially private Gaussian Mechanism valid for all privacy regimes. CoRR (2020)
Lars Müller, Rashmi Gangadharaiah, Simone C. Klein, James Perry, Greg Bernstein, David Nurkse, Dustin Wailes, Rishi Graham, Robert E. El-Kareh, Sanjay Mehta, Staal A. Vinterbo, Eliah Aronoff Spencer
An open access medical knowledge base for community driven diagnostic decision support system development. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Staal A. Vinterbo
A simple algorithm for estimating distribution parameters from n-dimensional randomized binary responses. CoRR (2018)
Staal A. Vinterbo
A Simple Algorithm for Estimating Distribution Parameters from n n -Dimensional Randomized Binary Responses. ISC (2018)
Staal A. Vinterbo, Jialan Que
Parallel Feature Selection Using Only Counts. NIK (2018)
Shuang Song, Susan Little, Sanjay Mehta, Staal A. Vinterbo, Kamalika Chaudhuri
Differentially Private Continual Release of Graph Statistics. CoRR (2018)
Kamalika Chaudhuri, Staal A. Vinterbo
A Stability-based Validation Procedure for Differentially Private Machine Learning. NIPS (2013)
Lucila Ohno-Machado, Vineet Bafna, Aziz A. Boxwala, Brian E. Chapman, Wendy Webber Chapman, Kamalika Chaudhuri, Michele E. Day, Claudiu Farcas, Nathaniel D. Heintzman, Xiaoqian Jiang, Hyeoneui Kim, Jihoon Kim, Michael E. Matheny, Frederic S. Resnic, Staal A. Vinterbo
iDASH: integrating data for analysis, anonymization, and sharing. J. Am. Medical Informatics Assoc. 19 (2) (2012)
Staal A. Vinterbo, Anand D. Sarwate, Aziz A. Boxwala
Protecting count queries in study design. J. Am. Medical Informatics Assoc. 19 (5) (2012)
Staal A. Vinterbo
Differentially Private Projected Histograms: Construction and Use for Prediction. ECML/PKDD (2) (2012)
Thomas A. Lasko, Staal A. Vinterbo
Spectral Anonymization of Data. IEEE Trans. Knowl. Data Eng. 22 (3) (2010)
Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal A. Vinterbo
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50 (3) (2010)
Dorothy Curtis, Jacob Bailey, Esteban J. Pino, Thomas O. Stair, Staal A. Vinterbo, Jason Waterman, Eugene Shih, John V. Guttag, Robert A. Greenes, Lucila Ohno-Machado
Using ambient intelligence for physiological monitoring. J. Ambient Intell. Smart Environ. 1 (2) (2009)
Dorothy Curtis, Esteban J. Pino, Jacob Bailey, Eugene Shih, Jason Waterman, Staal A. Vinterbo, Thomas O. Stair, John V. Guttag, Robert A. Greenes, Lucila Ohno-Machado
Application of Information Technology: SMART - An Integrated Wireless System for Monitoring Unattended Patients. J. Am. Medical Informatics Assoc. 15 (1) (2008)
Stephan Dreiseitl, Michael Binder, Staal A. Vinterbo, Harald Kittler
Applying a decision support system in clinical practice: Results from melanoma diagnosis. AMIA (2007)
Staal A. Vinterbo
A Stab at Approximating Minimum Subadditive Join. WADS (2007)
Staal A. Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado
Approximation properties of haplotype tagging. BMC Bioinform. 7 (2006)
Staal A. Vinterbo, Eun-Young Kim, Lucila Ohno-Machado
Small, fuzzy and interpretable gene expression based classifiers. Bioinform. 21 (9) (2005)
Winston Patrick Kuo, Eun-Young Kim, Jeff Trimarchi, Tor-Kristian Jenssen, Staal A. Vinterbo, Lucila Ohno-Machado
A primer on gene expression and microarrays for machine learning researchers. J. Biomed. Informatics 37 (4) (2004)
Lucila Ohno-Machado, Paulo Sérgio Panse Silveira, Staal A. Vinterbo
Protecting patient privacy by quantifiable control of disclosures in disseminated databases. Int. J. Medical Informatics 73 (7-8) (2004)
Griffin M. Weber, Staal A. Vinterbo, Lucila Ohno-Machado
Multivariate selection of genetic markers in diagnostic classification. Artif. Intell. Medicine 31 (2) (2004)
Staal A. Vinterbo
Privacy: A Machine Learning View. IEEE Trans. Knowl. Data Eng. 16 (8) (2004)
Andreas Alexander Albrecht, Staal A. Vinterbo, Lucila Ohno-Machado
An Epicurean learning approach to gene-expression data classification. Artif. Intell. Medicine 28 (1) (2003)
Griffin M. Weber, Staal A. Vinterbo, Lucila Ohno-Machado
Building an asynchronous web-based tool for machine learning classification. AMIA (2002)
Stephan Dreiseitl, Staal A. Vinterbo, Lucila Ohno-Machado
Disambiguation Data: Extracting Information from Anonymized Sources. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo
Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. AMIA (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl
Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Andreas Alexander Albrecht, Staal A. Vinterbo, C. K. Wong, Lucila Ohno-Machado
A Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data. ICANN (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Griffin M. Weber
Classification of gene expression data using fuzzy logic. J. Intell. Fuzzy Syst. 12 (1) (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl
Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. AMIA (2001)
Stephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal A. Vinterbo, Holger Billhardt, Michael Binder
A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. J. Biomed. Informatics 34 (1) (2001)
Staal A. Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl
Hiding information by cell suppression. AMIA (2001)
Stephan Dreiseitl, Staal A. Vinterbo, Lucila Ohno-Machado
Disambiguation data: extracting information from anonymized sources. AMIA (2001)
Tor-Kristian Jenssen, Staal A. Vinterbo
A set-covering approach to specific search for literature about human genes. AMIA (2000)
Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal A. Vinterbo, W. Edward Hammond
Building knowledge in a complex preterm birth problem domain. AMIA (2000)
Staal A. Vinterbo, Aleksander Øhrn
Minimal approximate hitting sets and rule templates. Int. J. Approx. Reason. 25 (2) (2000)
Staal A. Vinterbo, Lucila Ohno-Machado
A genetic algorithm approach to multi-disorder diagnosis. Artif. Intell. Medicine 18 (2) (2000)
Lucila Ohno-Machado, Staal A. Vinterbo, Aleksander Øhrn, Stephan Dreiseitl
Clinical Data Processing Tools: A Machine Learning Resource. AMIA (1999)
Staal A. Vinterbo, Lucila Ohno-Machado
A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction. AMIA (1999)
Stephan Dreiseitl, Lucila Ohno-Machado, Staal A. Vinterbo
Evaluating variable selection methods for diagnosis of myocardial infarction. AMIA (1999)
Aleksander Øhrn, Staal A. Vinterbo, Piotr Szymanski, Jan Komorowski
Modelling cardiac patient set residuals using rough sets. AMIA (1997)