Nikola Markovic

32 papers C 4Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Framework for Predicting Crash Severity in Construction Work Zones Using Knowledge Distillation and Conditional GANs.
J. Comput. Civ. Eng.
Ali Hassandokht Mashhadi, Abbas Rashidi, Juan C. Medina, Nikola Markovic
2025 J jnl
D-Optimal Orienteering for Post-Earthquake Reconnaissance Planning.
Oper. Res.
Jiaqi Wang, Weijun Xie, Ilya O. Ryzhov, Nikola Markovic, Ge Ou
2025 J jnl
Empowering MetroAccess Service with Nested Decomposition and Service Type Integration.
INFORMS J. Appl. Anal.
Shijie Chen, Md Hishamur Rahman, Nikola Markovic, Muhammad Imran Younus Siddiqui, Matthew Mohebbi, Yanshuo Sun
2025 J jnl
Enhancing Underutilized Bus Routes with Advance Reservations and Semiflexible Routing.
Transp. Sci.
Md. Hishamur Rahman, Ye Chen, Shijie Chen, Yanshuo Sun, Muhammad Imran Younus Siddiqui, Matthew Mohebbi, Nikola Markovic
2025 J jnl
Traffic estimation in work zones using a custom regression model and data augmentation.
Comput. Aided Civ. Infrastructure Eng.
Ali Hassandokht Mashhadi, Abbas Rashidi, Masoud Hamedi, Nikola Markovic
2024 J jnl
A Computer Vision-Based Standalone System for Automated Operational Data Collection at Non-Towered Airports.
IEEE Access
Mohammad Farhadmanesh, Abbas Rashidi, Abhishek Kumar Subedi, Nikola Markovic
2024 J jnl
A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways.
J. Comput. Civ. Eng.
Ali Hassandokht Mashhadi, Abbas Rashidi, Nikola Markovic
2024 J jnl
Efficient post-earthquake reconnaissance planning using adaptive batch-mode active learning.
Adv. Eng. Informatics
Amirhossein Cheraghi, Yinhu Wang, Nikola Markovic, Ge Ou
2024 J jnl
Improving Snowplowing Operations in Utah Through Optimization and Visualization.
INFORMS J. Appl. Anal.
Yinhu Wang, Ye Chen, Ilya O. Ryzhov, Xiaoyue Cathy Liu, Nikola Markovic
2024 — conf
Reliable Fill-Level Monitoring of Recycling Glass Containers.
COINS
Nikola Markovic, Ali Raza, Steffen Zeiler, Thomas Wolf, Pascal Romahn, Arndt-Hendrik Zinn, Dorothea Kolossa
2024 J jnl
Resource Allocation in an Uncertain Environment: Application to Snowplowing Operations in Utah.
Transp. Sci.
Yinhu Wang, Ye Chen, Ilya O. Ryzhov, Xiaoyue Cathy Liu, Nikola Markovic
2023 — conf
Glass Container Fill Level Measurement via Vibration on a Low-Power Embedded System.
COINS
Ali Raza, Nikola Markovic, Thomas Wolf, Pascal Romahn, Arndt-Hendrik Zinn, Dorothea Kolossa
2023 J jnl
Hybrid Condition Monitoring for Power Converters: Learning-Based Methods With Statistical Guarantees.
IEEE Access
Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa
2022 J jnl
Data-Driven Robust Resource Allocation with Monotonic Cost Functions.
Oper. Res.
Ye Chen, Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2022 J jnl
General Aviation Aircraft Identification at Non-Towered Airports Using a Two-Step Computer Vision-Based Approach.
IEEE Access
Mohammad Farhadmanesh, Abbas Rashidi, Nikola Markovic
2021 C conf
Condition Monitoring for Power Converters via Deep One-Class Classification.
ICMLA
Nikola Markovic, Daniel Vahle, Volker Staudt, Dorothea Kolossa
2021 J jnl
Inferencing hourly traffic volume using data-driven machine learning and graph theory.
Comput. Environ. Urban Syst.
Zhiyan Yi, Xiaoyue Cathy Liu, Nikola Markovic, Jeff M. Phillips
2019 J jnl
Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study.
IEEE Trans. Intell. Transp. Syst.
Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady L. Andrienko, Natalia V. Andrienko
2019 C conf
Hybrid Condition Monitoring for Power Electronic Systems.
ICMLA
Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa
2018 J jnl
A General Guide to Applying Machine Learning to Computer Architecture.
Supercomput. Front. Innov.
Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal, Mateo Valero
2017 — conf
A Deep Learning Mapper (DLM) for Scheduling on Heterogeneous Systems.
CARLA
Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal, Mateo Valero
2017 C conf
A Machine Learning Approach for Performance Prediction and Scheduling on Heterogeneous CPUs.
SBAC-PAD
Daniel Nemirovsky, Tugberk Arkose, Nikola Markovic, Mario Nemirovsky, Osman S. Unsal, Adrián Cristal
2017 J jnl
Applications of Trajectory Data in Transportation: Literature Review and Maryland Case Study.
CoRR
Nikola Markovic, Przemyslaw Sekula, Zachary Vander Laan, Gennady L. Andrienko, Natalia V. Andrienko
2017 J jnl
Estimating Historical Hourly Traffic Volumes via Machine Learning and Vehicle Probe Data: A Maryland Case Study.
CoRR
Przemyslaw Sekula, Nikola Markovic, Zachary Vander Laan, Kaveh Farokhi Sadabadi
2017 J jnl
Evasive flow capture: A multi-period stochastic facility location problem with independent demand.
Eur. J. Oper. Res.
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2015 J jnl
Evasive flow capture: Optimal location of weigh-in-motion systems, tollbooths, and security checkpoints.
Networks
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2015 — conf
Hardware Round-Robin Scheduler for Single-ISA Asymmetric Multi-core.
Euro-Par
Nikola Markovic, Daniel Nemirovsky, Veljko Milutinovic, Osman S. Unsal, Mateo Valero, Adrián Cristal
2015 — —
Hardware thread scheduling algorithms for single-ISA asymmetric CMPs.
Nikola Markovic
2015 J jnl
Kernel-to-User-Mode Transition-Aware Hardware Scheduling.
IEEE Micro
Nikola Markovic, Daniel Nemirovsky, Osman S. Unsal, Mateo Valero, Adrián Cristal
2015 C conf
Performance and Energy Efficient Hardware-Based Scheduler for Symmetric/Asymmetric CMPs.
SBAC-PAD
Nikola Markovic, Daniel Nemirovsky, Osman S. Unsal, Mateo Valero, Adrián Cristal
2015 J jnl
Reimagining Heterogeneous Computing: A Functional Instruction-Set Architecture Computing Model.
IEEE Micro
Daniel Nemirovsky, Nikola Markovic, Osman S. Unsal, Mateo Valero, Adrián Cristal
2015 J jnl
Thread Lock Section-Aware Scheduling on Asymmetric Single-ISA Multi-Core.
IEEE Comput. Archit. Lett.
Nikola Markovic, Daniel Nemirovsky, Osman S. Ünsal, Mateo Valero, Adrián Cristal