Ljubomir J. Buturovic

According to our database, Ljubomir J. Buturovic authored at least 13 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis.

Ljubomir J. Buturovic, Michael B. Mayhew, Roland Lüthy, Kirindi Choi, Uros Midic, Nandita Damaraju, Yehudit Hasin-Brumshtein, Amitesh Pratap, Rhys M. Adams, João F. Henriques, Ambika Srinath, Paul Fleming, Claudia Pereira, Oliver Liesenfeld, Purvesh Khatri, Timothy Sweeney

Proceedings of the Machine Learning for Health, 2024

2021

Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality.

Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

2020

Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality.

Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic

CoRR, 2020

2014

Cross-validation pitfalls when selecting and assessing regression and classification models.

Damjan Krstajic, Ljubomir J. Buturovic, David E. Leahy, Simon Thomas

J. Cheminformatics, 2014

2007

A Randomized String Kernel and Its Application to RNA Interference.

Shibin Qiu, Terran Lane, Ljubomir J. Buturovic

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

PCP: a program for supervised classification of gene expression profiles.

Ljubomir J. Buturovic

Bioinform., 2006

1994

Toward Bayes-Optimal Linear Dimension Reduction.

Ljubomir J. Buturovic

IEEE Trans. Pattern Anal. Mach. Intell., 1994

Finite-State and Reduced-Parameter Representations of Protein Backbone Conformations.

Ljubomir J. Buturovic, Temple F. Smith, Sandor Vajda

J. Comput. Chem., 1994

1993

Improving <i>k</i>-nearest neighbor density and error estimates.

Ljubomir J. Buturovic

Pattern Recognit., 1993

1992

On the minimal dimension of sufficient statistics.

Ljubomir J. Buturovic

IEEE Trans. Inf. Theory, 1992

Object recognition by invariants.

Predrag Pejnovic, Ljubomir J. Buturovic, Zoran Stojiljkovic

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Improving k-nearest neighbor Bayes error estimates.

Ljubomir J. Buturovic, Milan Z. Markovic

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Near-optimal algorithm for dimension reduction.

Ljubomir J. Buturovic

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992