Mustafa Misir

54 papers A 1B 7C 1Journal 14Unranked 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep reinforcement learning for solving the stochastic e-waste collection problem.
Eur. J. Oper. Res.
Dang Viet Anh Nguyen, Aldy Gunawan, Mustafa Misir, Kwan Hui Lim, Pieter Vansteenwegen
2025 — conf
Enhancing AutoML with Algorithm Selection: A Path to Better Performance.
OLA
Yinuo Guo, Mustafa Misir, Zhongyi Hu
2025 B conf
MC-GNNAS-Dock: Multi-criteria GNN-Based Algorithm Selection for Molecular Docking.
PRICAI
Siyuan Cao, Hongxuan Wu, Jiabao Brad Wang, Yiliang Yuan, Mustafa Misir
2025 J jnl
MC-GNNAS-Dock: Multi-criteria GNN-based Algorithm Selection for Molecular Docking.
CoRR
Siyuan Cao, Hongxuan Wu, Jiabao Brad Wang, Yiliang Yuan, Mustafa Misir
2025 J jnl
Molecular Embedding-Based Algorithm Selection in Protein-Ligand Docking.
CoRR
Jiabao Brad Wang, Siyuan Cao, Hongxuan Wu, Yiliang Yuan, Mustafa Misir
2025 B conf
Outperforming the Best with Minimal Effort: Algorithm Selection for Constrained Multi-objective Optimization.
CEC
Mustafa Misir, Aldy Gunawan
2024 — conf
Algorithm Selection for Protein Structure Prediction on 2D AB Off-lattice Model.
ICCBB
Mustafa Misir
2024 — conf
Algorithm Selection on Molecular Docking for State-of-the-Art Performance.
CSAI
Yiliang Yuan, Mustafa Misir
2024 — conf
Enhancing Molecular Docking Performance with a GNN-Based Algorithm Selection Model.
ICCBB
Yiliang Yuan, Mustafa Misir
2024 J jnl
GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking.
CoRR
Yiliang Yuan, Mustafa Misir
2024 — conf
Prediction of Banking Customer Churn Based on XGBoost with Feature Fusion.
WHICEB (3)
Zhongyi Hu, Fangrui Dong, Jiang Wu, Mustafa Misir
2024 — conf
Q-Learning Based Framework for Solving the Stochastic E-waste Collection Problem.
EvoStar
Dang Viet Anh Nguyen, Aldy Gunawan, Mustafa Misir, Pieter Vansteenwegen
2024 — conf
Tourism Demand Forecasting with Multi-terminal Search Query Data and Deep Learning.
WHICEB (3)
Zhongyi Hu, Xue Li, Mustafa Misir
2023 — conf
Algorithm Selection for Large-Scale Multi-objective Optimization.
OLA
Mustafa Misir, Xinye Cai
2023 — conf
An Adaptive Large Neighborhood Search for Heterogeneous Vehicle Routing Problem with Time Windows.
CASE
Pham Kien Minh Nguyen, Aldy Gunawan, Vincent F. Yu, Mustafa Misir
2023 — conf
Characterization of CEC Single-Objective Optimization Competition Benchmarks and Algorithms.
SSCI
Mustafa Misir
2023 B conf
Neural Network Based Heuristic Selection for Selection Hyper-Heuristics.
CEC
Jingwei Li, Yuanjun Lin, Mustafa Misir
2022 — conf
Algorithm Selection across Algorithm Configurators A Case Study on Multi-objective Optimization.
SSCI
Mustafa Misir
2022 B conf
Algorithm Selection for the Team Orienteering Problem.
EvoCOP
Mustafa Misir, Aldy Gunawan, Pieter Vansteenwegen
2022 C conf
Automated Portfolio Generation for Selection Hyper-heuristics: an Application to Protein Structure Prediction on 2D HP Model.
CIBCB
Mustafa Misir
2022 — conf
Cross-domain Algorithm Selection: Algorithm Selection across Selection Hyper-heuristics.
SSCI
Mustafa Misir
2021 J jnl
A Bi-Objective Constrained Robust Gate Assignment Problem: Formulation, Instances and Algorithm.
IEEE Trans. Cybern.
Xinye Cai, Wenxue Sun, Mustafa Misir, Kay Chen Tan, Xiaoping Li, Tao Xu, Zhun Fan
2021 — conf
Algorithm Selection on Adaptive Operator Selection: A Case Study on Genetic Algorithms.
LION
Mustafa Misir
2021 B conf
Benchmark Set Reduction for Cheap Empirical Algorithmic Studies.
CEC
Mustafa Misir
2021 — conf
Generalized Automated Energy Function Selection for Protein Structure Prediction on 2D and 3D HP Models.
SSCI
Mustafa Misir
2021 — ch.
Hyper-heuristics: Autonomous Problem Solvers.
Automated Design of Machine Learning and Search Algorithms
Mustafa Misir
2021 — conf
Selection-based Per-Instance Heuristic Generation for Protein Structure Prediction of 2D HP Model.
SSCI
Mustafa Misir
2019 — conf
Active Matrix Completion for Algorithm Selection.
LOD
Mustafa Misir
2019 — ch.
Towards Personalized Data-Driven Bundle Design with QoS Constraint.
Business and Consumer Analytics: New Ideas
Mustafa Misir, Hoong Chuin Lau
2018 J jnl
A case study of algorithm selection for the traveling thief problem.
J. Heuristics
Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter
2017 J jnl
Alors: An algorithm recommender system.
Artif. Intell.
Mustafa Misir, Michèle Sebag
2017 B conf
Data sampling through collaborative filtering for algorithm selection.
CEC
Mustafa Misir
2017 — conf
Greedy Based Pareto Local Search for Bi-objective Robust Airport Gate Assignment Problem.
SEAL
Wenxue Sun, Xinye Cai, Chao Xia, Muhammad Sulaman, Mustafa Misir, Zhun Fan
2017 — conf
Matrix Factorization Based Benchmark Set Analysis: A Case Study on HyFlex.
SEAL
Mustafa Misir
2017 — conf
Simulated Annealing with a Time-Slot Heuristic for Ready-Mix Concrete Delivery.
SEAL
Muhammad Sulaman, Xinye Cai, Mustafa Misir, Zhun Fan
2016 J jnl
A case study of algorithm selection for the traveling thief problem.
CoRR
Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter
2016 — conf
Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection.
LION
Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir
2016 — conf
Ensemble Move Acceptance in Selection Hyper-heuristics.
ISCIS
Ahmed Kheiri, Mustafa Misir, Ender Özcan
2015 — conf
ADVISER: A Web-Based Algorithm Portfolio Deviser.
LION
Mustafa Misir, Stephanus Daniel Handoko, Hoong Chuin Lau
2015 J jnl
An analysis of generalised heuristics for vehicle routing and personnel rostering problems.
J. Oper. Res. Soc.
Mustafa Misir, Pieter Smet, Greet Vanden Berghe
2015 — conf
Designing a Portfolio of Parameter Configurations for Online Algorithm Selection.
AAAI Workshop: Algorithm Configuration
Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir
2015 — conf
OSCAR: Online Selection of Algorithm Portfolios with Case Study on Memetic Algorithms.
LION
Mustafa Misir, Stephanus Daniel Handoko, Hoong Chuin Lau
2014 A conf
A Recommender System for Process Discovery.
BPM
Joel Ribeiro, Josep Carmona, Mustafa Misir, Michèle Sebag
2014 — conf
Building algorithm portfolios for memetic algorithms.
GECCO (Companion)
Mustafa Misir, Stephanus Daniel Handoko, Hoong Chuin Lau
2013 J jnl
A new hyper-heuristic as a general problem solver: an implementation in HyFlex.
J. Sched.
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
2013 J jnl
An investigation on the generality level of selection hyper-heuristics under different empirical conditions.
Appl. Soft Comput.
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
2013 — conf
Group decision making hyper-heuristics for function optimisation.
UKCI
Ender Ozcan, Mustafa Misir, Ahmed Kheiri
2012 — conf
An Intelligent Hyper-Heuristic Framework for CHeSC 2011.
LION
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
2012 — —
Intelligent hyper-heuristics: a tool for solving generic optimisation problems ; Intelligente hyper-heuristieken: een algoritmische aanpak voor generieke optimalisatieproblemen.
Mustafa Misir
2012 J jnl
Monte Carlo hyper-heuristics for examination timetabling.
Ann. Oper. Res.
Edmund K. Burke, Graham Kendall, Mustafa Misir, Ender Özcan
2012 J jnl
One hyper-heuristic approach to two timetabling problems in health care.
J. Heuristics
Burak Bilgin, Peter Demeester, Mustafa Misir, Wim Vancroonenburg, Greet Vanden Berghe
2012 — conf
The Effect of the Set of Low-Level Heuristics on the Performance of Selection Hyper-heuristics.
PPSN (2)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
2010 J jnl
A Reinforcement Learning - Great-Deluge Hyper-Heuristic for Examination Timetabling.
Int. J. Appl. Metaheuristic Comput.
Ender Özcan, Mustafa Misir, Gabriela Ochoa, Edmund K. Burke
2010 B conf
Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem.
IEEE Congress on Evolutionary Computation
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe