Ljubomir J. Buturovic

14 papers A* 1Misc 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis.
ML4H@NeurIPS
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
2024 J jnl
Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis.
CoRR
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
2021 Misc conf
Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality.
PSB
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
2020 J jnl
Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality.
CoRR
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
2014 J jnl
Cross-validation pitfalls when selecting and assessing regression and classification models.
J. Cheminformatics
Damjan Krstajic, Ljubomir J. Buturovic, David E. Leahy, Simon Thomas
2007 A* conf
A Randomized String Kernel and Its Application to RNA Interference.
AAAI
Shibin Qiu, Terran Lane, Ljubomir J. Buturovic
2006 J jnl
PCP: a program for supervised classification of gene expression profiles.
Bioinform.
Ljubomir J. Buturovic
1994 J jnl
Finite-State and Reduced-Parameter Representations of Protein Backbone Conformations.
J. Comput. Chem.
Ljubomir J. Buturovic, Temple F. Smith, Sandor Vajda
1994 J jnl
Toward Bayes-Optimal Linear Dimension Reduction.
IEEE Trans. Pattern Anal. Mach. Intell.
Ljubomir J. Buturovic
1993 J jnl
Improving
Pattern Recognit.
Ljubomir J. Buturovic
1992 — conf
Improving k-nearest neighbor Bayes error estimates.
ICPR (2)
Ljubomir J. Buturovic, Milan Z. Markovic
1992 — conf
Near-optimal algorithm for dimension reduction.
ICPR (2)
Ljubomir J. Buturovic
1992 — conf
Object recognition by invariants.
ICPR (2)
Predrag Pejnovic, Ljubomir J. Buturovic, Zoran Stojiljkovic
1992 J jnl
On the minimal dimension of sufficient statistics.
IEEE Trans. Inf. Theory
Ljubomir J. Buturovic