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ORCIDBoris Delibasic
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2020 – today
- 2024
[j34]Ernesto León-Castro
, Boris Delibasic, Ivan Lukovic:
Guest editorial: Computer science and information systems applied to management, innovation and sustainability. Comput. Sci. Inf. Syst. 21(3): vii-viii (2024)- [e6]Sérgio-Pedro Duarte, António Lobo, Boris Delibasic, Daouda Kamissoko:
Decision Support Systems XIV. Human-Centric Group Decision, Negotiation and Decision Support Systems for Societal Transitions - 10th International Conference on Decision Support System Technology, ICDSST 2024, Porto, Portugal, June 3-5, 2024, Proceedings. Lecture Notes in Business Information Processing 506, Springer 2024, ISBN 978-3-031-59375-8 [contents] - 2023
- [j33]Zorica A. Dodevska, Andrija Petrovic, Sandro Radovanovic, Boris Delibasic:
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach. Auton. Agents Multi Agent Syst. 37(1): 9 (2023) - [j32]Andrija Petrovic, Sandro Radovanovic, Mladen Nikolic, Boris Delibasic, Milos Jovanovic:
Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks. Appl. Soft Comput. 133: 109893 (2023) - [j31]Andrija Petrovic, Mladen Nikolic, Ugljesa Bugaric, Boris Delibasic, Pietro Liò:
Controlling highway toll stations using deep learning, queuing theory, and differential evolution. Eng. Appl. Artif. Intell. 119: 105683 (2023) - [j30]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic:
Gaussian conditional random fields for classification. Expert Syst. Appl. 212: 118728 (2023) - [j29]Sandro Radovanovic, Andrija Petrovic, Zorica A. Dodevska, Boris Delibasic:
FairAW - Additive weighting without discrimination. Intell. Data Anal. 27(4): 1023-1045 (2023) - [j28]Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic:
A fair classifier chain for multi-label bank marketing strategy classification. Int. Trans. Oper. Res. 30(3): 1320-1339 (2023) - [j27]Sandro Radovanovic, Marko Bohanec, Boris Delibasic:
Extracting decision models for ski injury prediction from data. Int. Trans. Oper. Res. 30(6): 3429-3454 (2023) - [c20]Boris Delibasic, Drazenko Glavic, Sandro Radovanovic, Andrija Petrovic, Marina Milenkovic, Milija Suknovic:
Multi-actor VIKOR Method for Highway Selection in Montenegro. ICDSST 2023: 3-14 - [i5]Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Liò, Andrija Petrovic:
Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models. CoRR abs/2306.05052 (2023) - [i4]Max Zhu, Katarzyna Kobalczyk, Andrija Petrovic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Petro Liò:
Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces. CoRR abs/2311.10051 (2023) - [i3]Ljubisa Bojic, Matteo Cinelli, Dubravko Culibrk, Boris Delibasic:
CERN for AGI: A Theoretical Framework for Autonomous Simulation-Based Artificial Intelligence Testing and Alignment. CoRR abs/2312.09402 (2023) - 2022
- [j26]Andrija Petrovic, Aleksa Bisercic, Boris Delibasic, Dimitrije Milenkovic:
A machine learning approach for learning temporal point process. Comput. Sci. Inf. Syst. 19(2): 1007-1022 (2022) - [j25]Sandro Radovanovic, Gordana Savic, Boris Delibasic, Milija Suknovic:
FairDEA - Removing disparate impact from efficiency scores. Eur. J. Oper. Res. 301(3): 1088-1098 (2022) - [j24]Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic:
FAIR: Fair adversarial instance re-weighting. Neurocomputing 476: 14-37 (2022) - [c19]Boris Delibasic, Sandro Radovanovic:
Introduction to the Minitrack on Fairness in Algorithmic Decision Making. HICSS 2022: 1-2 - [c18]Sandro Radovanovic, Boris Delibasic, Aleksandar Markovic, Milija Suknovic:
Achieving MAX-MIN Fair Cross-efficiency scores in Data Envelopment Analysis. HICSS 2022: 1-9 - [c17]Sandro Radovanovic, Boris Delibasic, Milija Suknovic:
Do we Reach Desired Disparate Impact with In-Processing Fairness Techniques? ITQM 2022: 257-264 - 2021
- [j23]Milos Savic, Mirjana Ivanovic, Ivan Lukovic, Boris Delibasic, Jelica Protic, Dragan Jankovic:
Students' preferences in selection of computer science and informatics studies: A comprehensive empirical case studyStudents' preferences in selection of computer science and informatics studies: A comprehensive empirical case study. Comput. Sci. Inf. Syst. 18(1): 251-283 (2021) - [j22]Sandro Radovanovic, Boris Delibasic, Milija Suknovic:
Predicting dropout in online learning environments. Comput. Sci. Inf. Syst. 18(3): 957-978 (2021) - [j21]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Milos Bijanic, Boris Delibasic:
Fair classification via Monte Carlo policy gradient method. Eng. Appl. Artif. Intell. 104: 104398 (2021) - [c16]Sanja Rancic, Sandro Radovanovic, Boris Delibasic:
Investigating Oversampling Techniques for Fair Machine Learning Models. ICDSST 2021: 110-123 - 2020
- [c15]Ana Kovacevic, Milan Vukicevic, Sandro Radovanovic, Boris Delibasic:
CrEx-Wisdom Framework for Fusion of Crowd and Experts in Crowd Voting Environment - Machine Learning Approach. ADBIS/TPDL/EDA Workshops 2020: 131-144 - [c14]Zorica A. Dodevska, Ana Kovacevic, Milan Vukicevic, Boris Delibasic:
Two Sides of Collective Decision Making - Votes from Crowd and Knowledge from Experts. ICDSST 2020: 3-14 - [c13]Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic:
Enforcing fairness in logistic regression algorithm. INISTA 2020: 1-7 - [i2]Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic:
FAIR: Fair Adversarial Instance Re-weighting. CoRR abs/2011.07495 (2020)
2010 – 2019
- 2019
- [j20]Sandro Radovanovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic:
A Framework for Integrating Domain Knowledge in Logistic Regression with Application to Hospital Readmission Prediction. Int. J. Artif. Intell. Tools 28(6): 1960006:1-1960006:19 (2019) - [j19]Sandro Radovanovic, Boris Delibasic, Milija Suknovic, Dajana Matovic:
Where will the next ski injury occur? A system for visual and predictive analytics of ski injuries. Oper. Res. 19(4): 973-992 (2019) - [c12]Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic:
Ski Injury Predictions with Explanations. ICT Innovations 2019: 148-160 - [i1]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic:
Gaussian Conditional Random Fields for Classification. CoRR abs/1902.00045 (2019) - 2018
- [j18]Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Marko Bohanec, Milija Suknovic:
Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries. J. Decis. Syst. 27(Supp): 201-208 (2018) - [c11]Sandro Radovanovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic:
Framework for integration of domain knowledge into logistic regression. WIMS 2018: 24:1-24:8 - 2017
- [j17]Shaofeng Liu, Boris Delibasic, Lynne Butel, Xue Han:
Sustainable knowledge-based decision support systems (DSS): perspectives, new challenges and recent advance. Ind. Manag. Data Syst. 117(7): 1318-1322 (2017) - [j16]Boris Delibasic, Petar Markovic, Pavlos Delias, Zoran Obradovic:
Mining Skier Transportation Patterns From Ski Resort Lift Usage Data. IEEE Trans. Hum. Mach. Syst. 47(3): 417-422 (2017) - [c10]Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic:
An Investigation of Human Trajectories in Ski Resorts. ICT Innovations 2017: 130-139 - 2016
- [j15]Kathrin Kirchner, Jelena Zec, Boris Delibasic:
Facilitating data preprocessing by a generic framework: a proposal for clustering. Artif. Intell. Rev. 45(3): 271-297 (2016) - [j14]Milos Jovanovic, Sandro Radovanovic, Milan Vukicevic, Sven Van Poucke, Boris Delibasic:
Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression. Artif. Intell. Medicine 72: 12-21 (2016) - [j13]Milan Vukicevic, Sandro Radovanovic, Boris Delibasic, Milija Suknovic:
Extending meta-learning framework for clustering gene expression data with component-based algorithm design and internal evaluation measures. Int. J. Data Min. Bioinform. 14(2): 101-119 (2016) - [j12]Milan Dobrota, Boris Delibasic, Pavlos Delias:
A Skiing Trace Clustering Model for Injury Risk Assessment. Int. J. Decis. Support Syst. Technol. 8(1): 56-68 (2016) - [e5]Shaofeng Liu, Boris Delibasic, Festus Oluseyi Oderanti:
Decision Support Systems VI - Addressing Sustainability and Societal Challenges - 2nd International Conference, ICDSST 2016, Plymouth, UK, May 23-25, 2016, Proceedings. Lecture Notes in Business Information Processing 250, Springer 2016, ISBN 978-3-319-32876-8 [contents] - 2015
- [j11]Ksenija Mandic, Boris Delibasic, Dragan G. Radojevic:
An Application of the Integrated IBA-TOPSIS Model in Supplier Selection. Int. J. Decis. Support Syst. Technol. 7(1): 15-30 (2015) - [c9]Marko Bohanec, Boris Delibasic:
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts. ICDSST 2015: 46-60 - [c8]Ksenija Mandic, Vjekoslav Bobar, Boris Delibasic:
Modeling Interactions Among Criteria in MCDM Methods: A Review. ICDSST 2015: 98-109 - [c7]Milan Vukicevic, Sandro Radovanovic, Joaquin Vanschoren, Giulio Napolitano, Boris Delibasic:
Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics. MetaSel@PKDD/ECML 2015: 112-114 - [e4]Boris Delibasic, Jorge E. Hernández, Jason Papathanasiou, Fátima C. C. Dargam, Pascale Zaraté, Rita A. Ribeiro, Shaofeng Liu, Isabelle Linden:
Decision Support Systems V - Big Data Analytics for Decision Making - First International Conference, ICDSST 2015, Belgrade, Serbia, May 27-29, 2015, Proceedings. Lecture Notes in Business Information Processing 216, Springer 2015, ISBN 978-3-319-18532-3 [contents] - 2014
- [j10]Milos Jovanovic, Boris Delibasic, Milan Vukicevic, Milija Suknovic, Milan Martic:
Evolutionary approach for automated component-based decision tree algorithm design. Intell. Data Anal. 18(1): 63-77 (2014) - [c6]Ksenija Mandic, Boris Delibasic:
Supplier Selection Using Interpolative Boolean Algebra and Logic Aggregation. IPMU (2) 2014: 1-9 - [e3]Fátima C. C. Dargam, Jorge E. Hernández, Pascale Zaraté, Shaofeng Liu, Rita Almeida Ribeiro, Boris Delibasic, Jason Papathanasiou:
Decision Support Systems III - Impact of Decision Support Systems for Global Environments - Euro Working Group Workshops, EWG-DSS 2013 Thessaloniki, Greece, May 29-31, 2013 and Rome, Italy, July 1-4, 2013 Revised Selected and Extended Papers. Lecture Notes in Business Information Processing 184, Springer 2014, ISBN 978-3-319-11363-0 [contents] - 2013
- [j9]Milan Vukicevic, Kathrin Kirchner, Boris Delibasic, Milos Jovanovic, Johannes Ruhland, Milija Suknovic:
Finding best algorithmic components for clustering microarray data. Knowl. Inf. Syst. 35(1): 111-130 (2013) - [j8]Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Milija Suknovic:
White-Box or Black-Box Decision Tree Algorithms: Which to Use in Education? IEEE Trans. Educ. 56(3): 287-291 (2013) - [e2]Jorge E. Hernández, Shaofeng Liu, Boris Delibasic, Pascale Zaraté, Fátima C. C. Dargam, Rita A. Ribeiro:
Decision Support Systems II - Recent Developments Applied to DSS Network Environments - Euro Working Group Workshop, EWG-DSS 2012, Liverpool, UK, April 12-13, 2012, and Vilnius, Lithuania, July 8-11, 2012, Revised Selected and Extended Papers. Lecture Notes in Business Information Processing 164, Springer 2013, ISBN 978-3-642-41076-5 [contents] - 2012
- [j7]Milija Suknovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Dragana Becejski-Vujaklija, Zoran Obradovic:
Reusable components in decision tree induction algorithms. Comput. Stat. 27(1): 127-148 (2012) - [j6]Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Kathrin Kirchner, Johannes Ruhland, Milija Suknovic:
An architecture for component-based design of representative-based clustering algorithms. Data Knowl. Eng. 75: 78-98 (2012) - [j5]Sanja Vukovic, Boris Delibasic, Ana Uzelac, Milija Suknovic:
A case-based reasoning model that uses preference theory functions for credit scoring. Expert Syst. Appl. 39(9): 8389-8395 (2012) - [j4]Milan Vukicevic, Milos Jovanovic, Boris Delibasic, Sonja Isljamovic, Milija Suknovic:
Reusable Component-Based Architecture for Decision Tree Algorithm Design. Int. J. Artif. Intell. Tools 21(5) (2012) - [c5]Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic:
A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis. CIBCB 2012: 252-259 - [c4]Boris Delibasic, Zoran Obradovic:
Towards a DGSS Prototype for Early Warning for Ski Injuries. ICDE Workshops 2012: 68-72 - [c3]Sanja Vukovic, Boris Delibasic, Milija Suknovic:
How Do Various Categorical Similarity Measures Influence the CBR Credit Scoring Model? ICDM (Workshops) 2012: 19-30 - [e1]Jorge E. Hernández, Pascale Zaraté, Fátima C. C. Dargam, Boris Delibasic, Shaofeng Liu, Rita A. Ribeiro:
Decision Support Systems - Collaborative Models and Approaches in Real Environments - Euro Working Group Workshops, EWG-DSS 2011, London, UK, June 23-24, 2011, and Paris, France, November 30 - December 1, 2011, Revised Selected and Extended Papers. Lecture Notes in Business Information Processing 121, Springer 2012, ISBN 978-3-642-32190-0 [contents] - 2011
- [j3]Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic, Zoran Obradovic:
Component-based decision trees for classification. Intell. Data Anal. 15(5): 671-693 (2011) - [c2]Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic:
Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data. BIBM 2011: 574-577
2000 – 2009
- 2009
- [j2]Boris Delibasic, Kathrin Kirchner, Johannes Ruhland, Milos Jovanovic, Milan Vukicevic:
Reusable components for partitioning clustering algorithms. Artif. Intell. Rev. 32(1-4): 59-75 (2009) - 2007
- [c1]Boris Delibasic, Kathrin Kirchner, Johannes Ruhland:
A Pattern Based Data Mining Approach. GfKl 2007: 327-334 - 2006
- [j1]Boris Delibasic, Milija Suknovic:
Loan Granting Knowledge System. J. Decis. Syst. 15(2-3): 309-329 (2006)
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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