TDGS - "Milan Vukicevic"

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Extending meta-learning framework for clustering gene expression data with component-based algorithm design and internal evaluation measures

Milan Vukicevic, Sandro Radovanovic, Boris Delibasic, Milija Suknovic

IJDMB, 14(2):101-119, 2016

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Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster

Jesse Glass, Mohamed F. Ghalwash, Milan Vukicevic, Zoran Obradovic

AAAI, 1596-1602, 2016

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Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression

Milos Jovanovic, Sandro Radovanovic, Milan Vukicevic, Sven Van Poucke, Boris Delibasic

Artificial Intelligence in Medicine, 7212-21, 2016

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Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples

Milan Vukicevic, Sandro Radovanovic, Ana Kovacevic, Gregor Stiglic, Zoran Obradovic

KMO, 695-706, 2015

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Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics

Milan Vukicevic, Sandro Radovanovic, Joaquin Vanschoren, Giulio Napolitano, Boris Delibasic

MetaSel@PKDD/ECML, 112-114, 2015

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Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction

Sandro Radovanovic, Milan Vukicevic, Ana Kovacevic, Gregor Stiglic, Zoran Obradovic

AIME, 96-100, 2015

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Evolutionary approach for automated component-based decision tree algorithm design

Milos Jovanovic, Boris Delibasic, Milan Vukicevic, Milija Suknovic, Milan Martic

Intell. Data Anal., 18(1):63-77, 2014

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Finding best algorithmic components for clustering microarray data

Milan Vukicevic, Kathrin Kirchner, Boris Delibasic, Milos Jovanovic, Johannes Ruhland, Milija Suknovic

Knowl. Inf. Syst., 35(1):111-130, 2013

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White-Box or Black-Box Decision Tree Algorithms: Which to Use in Education?

Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Milija Suknovic

IEEE Trans. Education, 56(3):287-291, 2013

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Using data mining on student behavior and cognitive style data for improving e-learning systems: a case study

Milos Jovanovic, Milan Vukicevic, Milos Milovanovic, Miroslav Minovic

Int. J. Computational Intelligence Systems, 5(3):597-610, 2012

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An architecture for component-based design of representative-based clustering algorithms

Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Kathrin Kirchner, Johannes Ruhland, Milija Suknovic

Data Knowl. Eng., 7578-98, 2012

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A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis

Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic

CIBCB, 252-259, 2012

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Reusable Component-Based Architecture for Decision Tree Algorithm Design

Milan Vukicevic, Milos Jovanovic, Boris Delibasic, Sonja Isljamovic, Milija Suknovic

International Journal on Artificial Intelligence Tools, 21(5), 2012

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Component-based decision trees for classification

Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic, Zoran Obradovic

Intell. Data Anal., 15(5):671-693, 2011

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Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data

Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic

BIBM, 574-577, 2011

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Reusable components for partitioning clustering algorithms

Boris Delibasic, Kathrin Kirchner, Johannes Ruhland, Milos Jovanovic, Milan Vukicevic

Artif. Intell. Rev., 32(1-4):59-75, 2009

Bibliography