Mustafa Misir研究生导师介绍
姓名Mustafa Misir 性 别:  行政职务 :
专业技术职务副教授 办公电话18761654214 导师类别硕士生导师
最后学历博士毕业 最后学位博士 最后毕业学校KU Leuven (比利时)
电子邮件mmisir@nuaa.edu.cn  
工作单位计算机科学与技术学院    
学科研究方向一:
专业名称计算机科学与技术 (招收硕士研究生)                                                                  学科代码11081200
我的主要研究重点是自动算法设计(机器学习+算法设计),数据科学/数据分析和操作研究。我的长远目标是建立高机器学习相关的自动化算法设计系统, 从数据科学中获益, 解决任何组合搜索问题。
学科研究方向三:
专业名称航天仿生科学与技术 (招收硕士研究生) 学科代码0825J1
个人简历(学历、学术经历及社会兼职):

招收2017级计算机科学硕士研究生,研究方向为机器学习,算法设计,数据科学,运算研究。有兴趣的同学与我联系 mmisir@nuaa.edu.cn


我是几个着名的学术奖学金的获得者,并在国际会议/期刊上发表了超过30篇论文。


个人网站: https://mustafamisir.github.io


04/2016-present: Associate Professor, Institute of Machine Learning and Computational Intelligence, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China


01/2015-03/2016: Postdoctoral Researcher, Machine Learning for Automated Algorithm Design (ML4AAD) Research Group, Department of Computer Science, University of Freiburg, Germany


11/2013-01/2015: Postdoctoral Researcher, Living Analytics Research Centre (LARC) (a joint institute with Carnegie Mellon University), School of Information Systems, Singapore Management University, Singapore


10/2012-11/2013: Postdoctoral Researcher (ERCIM Marie Curie Fellow), Machine Learning and Optimisation (TAO) Team, LRI, Universite Paris-Sud XI - INRIA Saclay, France


10/2013-10/2013: Visiting Researcher, Dynamic and Distributed Information Systems (DDIS) Group, Department of Informatics, University of Zurich, Switzerland


06/2013-06/2013: Visiting Researcher, Laboratory for Relational Algorithmics, Complexity and Learning (LARCA), Department of Software, Universitat Politecnica de Catalunya, Spain


01/2009-10/2012: Doctoral Researcher, Combinatorial Optimisation and Decision Support (CODeS) Research Group, Department of Computer Science, KU Leuven, Belgium


09/2007-08/2008: Research Assistant, Artificial Intelligence (AR+I) Laboratory, Department of Computer Engineering, Yeditepe University, Turkey


09/2007-08/2008: Teaching Assistant, Department of Computer Engineering, Yeditepe University, Turkey


06/2007-09/2007: Researcher, Artificial Intelligence (AR+I) Laboratory, Department of Computer Engineering, Yeditepe University, Turkey


12/2005-06/2007: Software Developer, Logic Information Systems & Consultant Plc., Turkey


09/2006-06/2007: Student Assistant, Department of Computer Engineering, Yeditepe University, Turkey


07/2006-08/2006: Intern as a Software Developer, Nortel Networks Netas R&D, Turkey


06/2005-09/2005: Intern as a Database Developer, Data Automation Center, Yeditepe University, Turkey


06/2005-09/2005: Intern as a Research Assistant, Network Laboratory, Department of Computer Engineering, Yeditepe University, Turkey



发表学术论文,出版专著情况:
Journal Articles
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Mustafa Misir, Michele Sebag. ALORS: an Algorithm Recommender System. Artificial Intelligence, 244, Elsevier, 2017.

Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter. A Case Study of Algorithm Selection for the Traveling Thief Problem. Journal of Heuristics (arXiv:1609.00462), 2017.

Mustafa Misir, Pieter Smet, Greet Vanden Berghe. An Analysis of Generalised Heuristics for Vehicle Routing and Personnel Rostering Problems. Journal of the Operational Research Society, 66(5), Palgrave Macmillan, 2015.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe. An Investigation on the Generality Level of Selection Hyper-heuristics under Different Empirical Conditions. Applied Soft Computing, 13(7), Elsevier, 2013.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe. A New Hyper-heuristic as a General Problem Solver: an Implementation in HyFlex. Journal of Scheduling, 16(3), Springer, 2013.

Burak Bilgin, Peter Demeester, Mustafa Misir, Wim Vancroonenburg, Greet Vanden Berghe. One Hyperheuristic Approach to Two Timetabling Problems in Health Care. Journal of Heuristics, 18(3), Springer, 2012.

Edmund Burke, Graham Kendall, Mustafa Misir, Ender Ozcan. Monte Carlo Hyper-heuristics for Examination Timetabling. Annals of Operations Research, 196(1), Springer, 2012.

Ender Ozcan, Mustafa Misir, Gabriela Ochoa, Edmund Burke. A Reinforcement Learning - Great Deluge Hyperheuristic for Examination Timetabling. International Journal of Applied Metaheuristic Computing, 1(1), p.39-59, IGI Global, 2010.


Book Chapters
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Mustafa Misir, Shih-Fen Cheng, Hoong Chuin Lau, Pradeep Varakantham. Towards Personalized Data-driven Bundle Design with QoS Constraint. To Appear.

Mustafa Misir, Tony Wauters, Katja Verbeeck, Greet Vanden Berghe. A Hyper-heuristic with Learning Automata for the Traveling Tournament Problem. In Metaheuristics: Intelligent Decision Making, the 8th Metaheuristics International Conference - Post Conference Volume, OR/CS Interfaces Series, Springer, 2011.


International Conference/Workshop Papers/Abstracts
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Mustafa Misir. Data Sampling through Collaborative Filtering for Algorithm Selection. In Proceeedings of the 16th IEEE Congress on Evolutionary Computation (CEC), Donostia, Spain. 2017.

Mustafa Misir. Matrix Factorization based Benchmark Set Analysis: a Case Study on HyFlex. In the Workshop on Data Science meets Optimisation (DSO), Donostia, Spain. 2017.

Hoong Chuin Lau, Mustafa Misir, Li Xiang, Jiang Lingxiao. ADVISER+: Toward a Usable Web-based Algorithm Portfolio Deviser. In Proceeedings of the 12th Metaheuristics International Conference (MIC), Barcelona, Spain. 2017.

Ender Ozcan, Mustafa Misir, Ahmed Kheiri. Ensemble Move Acceptance in Selection Hyper-heuristics. In Proceedings of the 31st International Symposium on Computer and Information Sciences (ISCIS), Krakow, Poland. CCIS 659, Springer, 2016.

Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir. Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection. In Proceedings of the 10th Learning and Intelligent OptimizatioN Conference (LION), Napoli, Italy. LNCS 10079, Springer, 2016.

Aldy Gunawan, Mustafa Misir, Hoong Chuin Lau. Designing a Portfolio of Parameter Configurations for Online Algorithm Selection. In the 29th AAAI Conference on Artificial Intelligence: Workshop on Algorithm Configuration (AlgoConf), Austin/Texas, USA. AAAI, 2015.

Mustafa Misir, Daniel Handoko, Hoong Chuin Lau. OSCAR: Online Selection of Algorithm Portfolios with Case Study on Memetic Algorithms. In Proceedings of the 9th Learning and Intelligent OptimizatioN Conference (LION), Lille, France. LNCS 8994, Springer, 2015. [BEST PAPER RUNNER-UP]

Mustafa Misir, Daniel Handoko, Hoong Chuin Lau. ADVISER: A Web-based Algorithm Portfolio Deviser. In Proceedings of the 9th Learning and Intelligent OptimizatioN Conference (LION), Lille, France. LNCS 8994, Springer, 2015. [ONLINE SYSTEM]

Joel Ribeiro, Josep Carmona, Mustafa Misir, Michele Sebag. A Recommender System for Process Discovery. In Proceedings of the 12th International Conference on Business Process Management (BPM), Eindhoven, Netherlands. LNCS 8659, Springer, 2014.

Mustafa Misir, Hoong Chuin Lau. Diversity-Oriented Bi-Objective Hyper-heuristics for Patrol Scheduling. In Proceedings of the 10th International Conference on the Practice and Theory of Automated Timetabling (PATAT), York, UK. 2014.

Mustafa Misir, Daniel Handoko, Hoong Chuin Lau. Building Algorithm Portfolios for Memetic Algorithms. In Proceedings of the 16th Annual Conference on Genetic and Evolutionary Computation (GECCO) Companion, Vancouver/British Columbia, Canada. ACM, 2014.

Mustafa Misir, Shih-Fen Cheng, Hoong Chuin Lau, Pradeep Varakantham. A Dynamic Bundle Recommender System for Leisure Parks. In the Production and Operations Management Society International Conference (POMS), Singapore. POMS, 2014.

Ender Ozcan, Mustafa Misir, Ahmed Kheiri. Group Decision Making in Selection Hyperheuristics. In Proceeedings of the 13th Annual Workshop on Computational Intelligence (UKCI), Surrey, UK. 2013.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe. The Effect of the Set of Low-level Heuristics on the Performance of Selection Hyper-heuristics. In Proceeedings of the 12th International Conference on Parallel Problem Solving From Nature (PPSN), Taormina, Italy. LNCS 7492, Springer, 2012.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe. An Intelligent Hyper-heuristic Framework for CHeSC 2011. In Proceeedings of the 6th Learning and Intelligent OptimizatioN Conference (LION), Paris, France. LNCS 7219, Springer, 2012. [COMPETITION: CHeSC 2011 WINNER] [SOFTWARE]

Mustafa Misir, Patrick De Causmaecker, Greet Vanden Berghe, Katja Verbeeck. A New Hyper-heuristic Implementation in HyFlex: a Study on Generality. In Proceeedings of the 23rd Benelux Conference on Artificial Intelligence (BNAIC), Gent, Belgium. 2011.

Mustafa Misir, Pieter Smet, Katja Verbeeck, Greet Vanden Berghe. Security Personnel Routing and Rostering: a Hyper-heuristic Approach. In Proceeedings of the 3rd International Conference on Applied Operational Research (ICAOR), Istanbul, Turkey. LNMS 3, Tadbir, 2011.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe. A New Hyper-heuristic Implementation in HyFlex: a Study on Generality. In Proceeedings of the 5th Multidisciplinary International Scheduling Conference: Theory & Applications (MISTA), Phoenix/Arizona, USA. 2011.

Mustafa Misir, Wim Vancroonenburg, Katja Verbeeck, Greet Vanden Berghe. A Selection Hyper-heuristic for Scheduling Deliveries of Ready-Mixed Concrete. In Proceeedings of the 9th Metaheuristics International Conference (MIC), Udine, Italy. 2011.

Wim Vancroonenburg, Mustafa Misir, Burak Bilgin, Peter Demeester, Greet Vanden Berghe. Hyper-heuristic Approach for Assigning Patients to Hospital Rooms. In Proceeedings of the 8th International Conference on the Practice and Theory of Automated Timetabling (PATAT), Belfast, Northern Ireland. 2010.

Burak Bilgin, Peter Demeester, Mustafa Misir, Wim Vancroonenburg, Greet Vanden Berghe, Tony Wauters. A Hyper-heuristic Combined with a Greedy Shuffle Approach to the Nurse Rostering Competition. In Proceeedings of the 8th International Conference on the Practice and Theory of Automated Timetabling (PATAT), Belfast, Northern Ireland. 2010. [COMPETITION: INRC 2010 FINALIST]

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden


科研成果获奖及专利:

承担的科研项目情况:
指导研究生情况:

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