Mladen Nikolic

40 papers A* 1A 2Journal 35Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Engineering an efficient object tracker for nonlinear motion. Vis. Comput. Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic
2026	J	`jnl`	QhX: A Python package for periodicity detection in red noise. J. Open Source Softw. Andjelka Kovacevic, Dragana Ilic, Momcilo Tosic, Marina Pavlovic, Aman Raju, Mladen Nikolic, Sasa Simic, Iva Cvorovic-Hajdinjak, Luka C. Popovic
2025	J	`jnl`	Beyond Kalman filters: deep learning-based filters for improved object tracking. Mach. Vis. Appl. Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic
2025	J	`jnl`	Logit scaling for out-of-distribution detection. Mach. Vis. Appl. Andrija Djurisic, Rosanne Liu, Mladen Nikolic
2024	J	`jnl`	Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking. CoRR Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic
2024	J	`jnl`	Engineering an Efficient Object Tracker for Non-Linear Motion. CoRR Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic
2024	J	`jnl`	Logit Scaling for Out-of-Distribution Detection. CoRR Andrija Djurisic, Rosanne Liu, Mladen Nikolic
2023	J	`jnl`	Controlling highway toll stations using deep learning, queuing theory, and differential evolution. Eng. Appl. Artif. Intell. Andrija Petrovic, Mladen Nikolic, Ugljesa Bugaric, Boris Delibasic, Pietro Liò
2023	J	`jnl`	Gaussian conditional random fields for classification. Expert Syst. Appl. Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic
2023	J	`jnl`	Incorporating LLM Priors into Tabular Learners. CoRR Max Zhu, Sinisa Stanivuk, Andrija Petrovic, Mladen Nikolic, Pietro Lio
2023	J	`jnl`	Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models. CoRR Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Liò, Andrija Petrovic
2023	J	`jnl`	Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks. Appl. Soft Comput. Andrija Petrovic, Sandro Radovanovic, Mladen Nikolic, Boris Delibasic, Milos Jovanovic
2023	J	`jnl`	Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces. CoRR Max Zhu, Katarzyna Kobalczyk, Andrija Petrovic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Petro Liò
2022	J	`jnl`	FAIR: Fair adversarial instance re-weighting. Neurocomputing Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic
2022	J	`jnl`	Intrinsically motivated option learning: a comparative study of recent methods. CoRR Djordje Bozic, Predrag Tadic, Mladen Nikolic
2022	J	`jnl`	MoËT: Mixture of Expert Trees and its application to verifiable reinforcement learning. Neural Networks Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid
2021	J	`jnl`	Fair classification via Monte Carlo policy gradient method. Eng. Appl. Artif. Intell. Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Milos Bijanic, Boris Delibasic
2021	A*	`conf`	Neural Algorithmic Reasoners are Implicit Planners. NeurIPS Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic
2021	J	`jnl`	Neural Algorithmic Reasoners are Implicit Planners. CoRR Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic
2020	J	`jnl`	Chapter One - Teaching graduate students how to review research articles and respond to reviewer comments. Adv. Comput. Milan Bankovic, Vladimir Filipovic, Jelena Graovac, Jelena Hadzi-Puric, Ali R. Hurson, Aleksandar Kartelj, Jovana J. Kovacevic, Nenad Korolija, Milos Kotlar, Nenad B. Krdzavac, Filip Maric, Sasa N. Malkov, Veljko Milutinovic, Nenad S. Mitic, Stefan Miskovic, Mladen Nikolic, Gordana Pavlovic-Lazetic, Danijela Simic, Miodrag V. Zivkovic
2020	J	`jnl`	FAIR: Fair Adversarial Instance Re-weighting. CoRR Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic
2020	J	`jnl`	Hierachial Protein Function Prediction with Tails-GNNs. CoRR Stefan Spalevic, Petar Velickovic, Jovana J. Kovacevic, Mladen Nikolic
2020	J	`jnl`	Random Forest Spatial Interpolation. Remote. Sens. Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat
2020	J	`jnl`	XLVIN: eXecuted Latent Value Iteration Nets. CoRR Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic
2019	J	`jnl`	Gaussian Conditional Random Fields for Classification. CoRR Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic
2019	J	`jnl`	MoËT: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees. CoRR Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid
2019	J	`jnl`	Portfolio theorem proving and prover runtime prediction for geometry. Ann. Math. Artif. Intell. Mladen Nikolic, Vesna Marinkovic, Zoltán Kovács, Predrag Janicic
2018	J	`jnl`	Sparse regression interaction models for spatial prediction of soil properties in 3D. Comput. Geosci. Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat
2015	J	`jnl`	Short Portfolio Training for CSP Solving. CoRR Mirko Stojadinovic, Mladen Nikolic, Filip Maric
2013	J	`jnl`	Mapping efficiency and information content. Int. J. Appl. Earth Obs. Geoinformation Tomislav Hengl, Mladen Nikolic, R. A. MacMillan
2013	J	`jnl`	Simple algorithm portfolio for SAT. Artif. Intell. Rev. Mladen Nikolic, Filip Maric, Predrag Janicic
2013	J	`jnl`	Software verification and graph similarity for automated evaluation of students' assignments. Inf. Softw. Technol. Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak
2012	—	`conf`	CDCL-Based Abstract State Transition System for Coherent Logic. AISC/MKM/Calculemus Mladen Nikolic, Predrag Janicic
2012	J	`jnl`	Measuring similarity of graph nodes by neighbor matching. Intell. Data Anal. Mladen Nikolic
2012	J	`jnl`	Software Verification and Graph Similarity for Automated Evaluation of Students' Assignments. CoRR Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak
2011	J	`jnl`	Simple Algorithm Portfolio for SAT CoRR Mladen Nikolic, Filip Maric, Predrag Janicic
2010	J	`jnl`	Measuring Similarity of Graphs and their Nodes by Neighbor Matching CoRR Mladen Nikolic
2010	—	`conf`	Statistical Methodology for Comparison of SAT Solvers. EMSQMS@IJCAR Mladen Nikolic
2010	A	`conf`	Statistical Methodology for Comparison of SAT Solvers. SAT Mladen Nikolic
2009	A	`conf`	Instance-Based Selection of Policies for SAT Solvers. SAT Mladen Nikolic, Filip Maric, Predrag Janicic