Near-optimal algorithm for dimension reduction. - Ljubomir J. Buturovic (ICPR (2), 1992)

Improving k-nearest neighbor Bayes error estimates. - Ljubomir J. Buturovic; Milan Z. Markovic (ICPR (2), 1992)

Object recognition by invariants. - Predrag Pejnovic; Ljubomir J. Buturovic; Zoran Stojiljkovic (ICPR (2), 1992)

On the minimal dimension of sufficient statistics. - Ljubomir J. Buturovic (IEEE Trans. Inf. Theory, 1992)

Improving k-nearest neighbor density and error estimates. - Ljubomir J. Buturovic (Pattern Recognit., 1993)

Finite-State and Reduced-Parameter Representations of Protein Backbone Conformations. - Ljubomir J. Buturovic; Temple F. Smith; Sandor Vajda (J. Comput. Chem., 1994)

Toward Bayes-Optimal Linear Dimension Reduction. - Ljubomir J. Buturovic (IEEE Trans. Pattern Anal. Mach. Intell., 1994)

PCP: a program for supervised classification of gene expression profiles. - Ljubomir J. Buturovic (Bioinform., 2006)

A Randomized String Kernel and Its Application to RNA Interference. - Shibin Qiu; Terran Lane; Ljubomir J. Buturovic (AAAI, 2007)

Cross-validation pitfalls when selecting and assessing regression and classification models. - Damjan Krstajic; Ljubomir J. Buturovic; David E. Leahy; Simon Thomas (J. Cheminformatics, 2014)

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)

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 (PSB, 2021)

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; et al. (ML4H@NeurIPS, 2024)