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Ljubomir J. Buturovic
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2020 – today
- 2024
- [i2]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:
Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis. CoRR abs/2407.02737 (2024) - 2021
- [c5]Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic:
Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality. PSB 2021 - 2020
- [i1]Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic:
Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality. CoRR abs/2003.12310 (2020)
2010 – 2019
- 2014
- [j6]Damjan Krstajic, Ljubomir J. Buturovic, David E. Leahy, Simon Thomas:
Cross-validation pitfalls when selecting and assessing regression and classification models. J. Cheminformatics 6(1): 10 (2014)
2000 – 2009
- 2007
- [c4]Shibin Qiu, Terran Lane, Ljubomir J. Buturovic:
A Randomized String Kernel and Its Application to RNA Interference. AAAI 2007: 627-632 - 2006
- [j5]Ljubomir J. Buturovic:
PCP: a program for supervised classification of gene expression profiles. Bioinform. 22(2): 245-247 (2006)
1990 – 1999
- 1994
- [j4]Ljubomir J. Buturovic, Temple F. Smith, Sandor Vajda
:
Finite-State and Reduced-Parameter Representations of Protein Backbone Conformations. J. Comput. Chem. 15(3): 300-312 (1994) - [j3]Ljubomir J. Buturovic:
Toward Bayes-Optimal Linear Dimension Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 16(4): 420-424 (1994) - 1993
- [j2]Ljubomir J. Buturovic:
Improving k-nearest neighbor density and error estimates. Pattern Recognit. 26(4): 611-616 (1993) - 1992
- [j1]Ljubomir J. Buturovic:
On the minimal dimension of sufficient statistics. IEEE Trans. Inf. Theory 38(1): 182-186 (1992) - [c3]Ljubomir J. Buturovic:
Near-optimal algorithm for dimension reduction. ICPR (2) 1992: 401-404 - [c2]Predrag Pejnovic, Ljubomir J. Buturovic, Zoran Stojiljkovic:
Object recognition by invariants. ICPR (2) 1992: 434-437 - [c1]Ljubomir J. Buturovic, Milan Z. Markovic:
Improving k-nearest neighbor Bayes error estimates. ICPR (2) 1992: 470-473
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last updated on 2024-08-25 19:11 CEST by the dblp team
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