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M. Vukicevic · SciRah

Researcher profile · Semantic Scholar

M. Vukicevic

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M. Vukicevic — researcher profile on SciRah

h-index: 14
Works: 51
Citations: 646

Most-cited papers

Using data mining on student behavior and cognitive style data for improving e-learning systems: a case study
M. Jovanović, M. Vukicevic, M. Milovanović, M. Minović
2012International Journal of Computational Intelligence Systems88 citations Open access
Semantic Scholar
Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression
M. Jovanović, S. Radovanović, M. Vukicevic, Sven Van Poucke +1 more
2016Artif. Intell. Medicine65 citations
Semantic Scholar
Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform
Sven Van Poucke, Wentao Bao, Martin Schmitz, M. Vukicevic +3 more
2016PLoS ONE55 citations Open access
Semantic Scholar
Are Randomized Controlled Trials the (G)old Standard? From Clinical Intelligence to Prescriptive Analytics
S. Van Poucke, M. Thomeer, J. Heath, M. Vukicevic
2016Journal of Medical Internet Research49 citations Open access
Semantic Scholar
Reusable components in decision tree induction algorithms
Milija Suknović, Boris Delibasic, M. Jovanović, M. Vukicevic +2 more
2011Computational statistics (Zeitschrift)40 citations
Semantic Scholar
Performance comparison of nonlinear and linear regression algorithms coupled with different attribute selection methods for quantitative structure - retention relationships modelling in micellar liquid chromatography.
J. Krmar, M. Vukicevic, Ana Kovačević, A. Protić +2 more
2020Journal of Chromatography A30 citations
Semantic Scholar
IDPpi: Protein-Protein Interaction Analyses of Human Intrinsically Disordered Proteins
Vladimir Perović, Neven Sumonja, Lindsey A. Marsh, S. Radovanović +3 more
2018Scientific Reports28 citations Open access
Semantic Scholar
White-Box or Black-Box Decision Tree Algorithms: Which to Use in Education?
Boris Delibasic, M. Vukicevic, M. Jovanović, Milija Suknović
2013IEEE Transactions on Education23 citations
Semantic Scholar
Component-based decision trees for classification
Boris Delibasic, M. Jovanović, M. Vukicevic, Milija Suknović +1 more
2011Intelligent Data Analysis23 citations
Semantic Scholar
Reusable components for partitioning clustering algorithms
Boris Delibasic, Kathrin Kirchner, Johannes Ruhland, M. Jovanović +1 more
2009Artificial Intelligence Review22 citations
Semantic Scholar
Extending meta-learning framework for clustering gene expression data with component-based algorithm design and internal evaluation measures
M. Vukicevic, S. Radovanović, Boris Delibasic, Milija Suknović
2016International Journal of Data Mining and Bioinformatics21 citations
Semantic Scholar
Cloud Based Metalearning System for Predictive Modeling of Biomedical Data
M. Vukicevic, S. Radovanović, M. Milovanović, M. Minović
2014TheScientificWorldJournal19 citations Open access
Semantic Scholar
Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster
Jesse Glass, M. Ghalwash, M. Vukicevic, Z. Obradovic
2016AAAI Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction
S. Radovanović, M. Vukicevic, Ana Kovačević, Gregor Stiglic +1 more
2015Conference on Artificial Intelligence in Medicine in Europe18 citations
Semantic Scholar
An architecture for component-based design of representative-based clustering algorithms
Boris Delibasic, M. Vukicevic, M. Jovanović, Kathrin Kirchner +2 more
2012Data & Knowledge Engineering14 citations
Semantic Scholar
Improving Hospital Readmission Prediction Using Domain Knowledge Based Virtual Examples
M. Vukicevic, S. Radovanović, Ana Kovačević, Gregor Stiglic +1 more
2015International Conference on Knowledge Management in Organizations13 citations Open access
Semantic Scholar
White-box decision tree algorithms: a pilot study on perceived usefulness, perceived ease of use, and perceived understanding
Boris Delibasic, M. Vukicevic, M. Jovanović
201312 citations
Semantic Scholar
Finding best algorithmic components for clustering microarray data
M. Vukicevic, Kathrin Kirchner, Boris Delibasic, M. Jovanović +2 more
2013Knowledge and Information Systems10 citations
Semantic Scholar
Reusable Component-Based Architecture for Decision Tree Algorithm Design
M. Vukicevic, M. Jovanović, Boris Delibasic, Sonja Isljamovic +1 more
2012Int. J. Artif. Intell. Tools10 citations
Semantic Scholar
An Investigation of Human Trajectories in Ski Resorts
Boris Delibasic, S. Radovanović, M. Jovanović, M. Vukicevic +1 more
2017ICT Innovations9 citations
Semantic Scholar
Normalization methods in time series of platelet function assays
S. Van Poucke, Wentao Bao, M. Roest, M. Vukicevic +6 more
2016Medicine9 citations Open access
Semantic Scholar
Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data
M. Vukicevic, Boris Delibasic, M. Jovanović, Milija Suknović +1 more
2011IEEE International Conference on Bioinformatics and Biomedicine9 citations
Semantic Scholar
Two Sides of Collective Decision Making - Votes from Crowd and Knowledge from Experts
Zorica Dodevska, Ana Kovačević, M. Vukicevic, Boris Delibasic
2020International Conference on Decision Support Systems8 citations
Semantic Scholar
Framework for integration of domain knowledge into logistic regression
S. Radovanović, Boris Delibasic, M. Jovanović, M. Vukicevic +1 more
2018Web Intelligence, Mining and Semantics8 citations
Semantic Scholar
Supplier Short Term Load Forecasting Using Support Vector Regression and Exogenous Input
M. Matijas, M. Vukicevic, S. Krajcar
20118 citations Open access
Semantic Scholar
CrEx-Wisdom Framework for Fusion of Crowd and Experts in Crowd Voting Environment - Machine Learning Approach
Ana Kovačević, M. Vukicevic, S. Radovanović, Boris Delibasic
2020ADBIS/TPDL/EDA Workshops7 citations
Semantic Scholar
BargCrEx: A System for Bargaining Based Aggregation of Crowd and Expert Opinions in Crowdsourcing
Ana Vukičević, M. Vukicevic, S. Radovanović, Boris Delibasic
2022Group Decision and Negotiation4 citations Open access
Semantic Scholar
A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis
M. Vukicevic, Boris Delibasic, M. Jovanović, Milija Suknović +1 more
2012IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology4 citations
Semantic Scholar
A Framework for Integrating Domain Knowledge in Logistic Regression with Application to Hospital Readmission Prediction
S. Radovanović, Boris Delibasic, M. Jovanović, M. Vukicevic +1 more
2019Int. J. Artif. Intell. Tools3 citations
Semantic Scholar
emporal Clustering for Behavior Variation and Anomaly Detection from Data Acquired Through IoT in Smart Cities
V. Urosevic, Ana Kovačević, Firas Kaddachi, M. Vukicevic
2018Recent Applications in Data Clustering3 citations Open access
Semantic Scholar
A Data and Knowledge Driven Randomization Technique for Privacy-Preserving Data Enrichment in Hospital Readmission Prediction
M. Vukicevic, S. Radovanović, Gregor Stiglic, Boris Delibasic +2 more
20163 citations
Semantic Scholar
Evolutionary approach for automated component-based decision tree algorithm design
M. Jovanović, Boris Delibasic, M. Vukicevic, Milija Suknović +1 more
2014Intelligent Data Analysis3 citations
Semantic Scholar
Analytical Algorithm Expressions in Simulation of the Temperature Field in Electric Resistance Spot Welding
M. Vukicevic, Mišo Bjelić, D. Milčić, Miroslav M. Mijajlović +1 more
20182 citations Open access
Semantic Scholar
A Highly Configurable Flexible Analytic Model for MCI/Frailty Risk Detection in Age-friendly Cities
V. Urosevic, Marina Andric, M. Vukicevic, C. Tatsiopoulos
2018International Conference on Software, Telecommunications and Computer Networks2 citations
Semantic Scholar
Early Prediction of Patient Mortality Based on Routine Laboratory Tests and Predictive Models in Critically Ill Patients
Sven Van Poucke, Ana Kovačević, M. Vukicevic
2018Data Mining2 citations Open access
Semantic Scholar
Secondary analysis of electronic health records in critical care medicine.
S. Van Poucke, A. Gayle, M. Vukicevic
2018Annals of Translational Medicine2 citations Open access
Semantic Scholar
Flexibility of production systems and prepare-finish time
M. Vukicevic
20062 citations Open access
Semantic Scholar
Temporal Clustering and Anomaly Detection in Elderly-friendly Smart Cities
V. Urosevic, Ana Kovačević, Firas Kaddachi, M. Vukicevic
20180 citations
Semantic Scholar
Orchestrating Music Queries via the Semantic Web
M. Vukicevic, J. Galletly
20150 citations
Semantic Scholar
Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics
M. Vukicevic, S. Radovanović, J. Vanschoren, Giulio Napolitano +1 more
2015MetaSel@PKDD/ECML0 citations
Semantic Scholar
Finding best algorithmic components for clustering microarray data
M. Vukicevic, K. Kirchner, Boris Delibasic, M. Jovanović +2 more
2012Knowledge and Information Systems0 citations
Semantic Scholar
Automatic configuration of modular vault walls
Vladan Grković, M. Kolarević, M. Vukicevic, Mišo Bjelić
20120 citations Open access
Semantic Scholar
Simulation of primary log cutting plan (PPRT) in sawmill wood processing.
M. Vukicevic
20110 citations Open access
Semantic Scholar
Decision making in wood processing
M. Vukicevic
20100 citations
Semantic Scholar
Redesign of the cooperation concept in wood processing
M. Vukicevic
20090 citations Open access
Semantic Scholar
One Method of Yield Estimation
D. Milic, M. Crnjac, M. Vukicevic
20070 citations
Semantic Scholar
Contribution to the development of the method of forecasting the frequency and duration of "failure" of technical systems
M. Vukicevic
20070 citations Open access
Semantic Scholar
Forecasting of the processing time as the base of simulation of the production system behavior in real conditions
M. Vukicevic
20050 citations Open access
Semantic Scholar
THE MODERN PROCEDURE FOR CB DEFINITION
A. Bosnic, M. Vukicevic
19840 citations
Semantic Scholar
PRIORITY OF SHIP DESIGN OPTIMIZATION
A. Bosnic, M. Vukicevic
19820 citations
Semantic Scholar

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