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Mustafa MISIR, Associate Professor
Data and Computational Science,
Duke Kunshan University, China
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Email: mustafa.misir [at] dukekunshan.edu.cn / mm940 [at] duke.edu
Scholars @ Duke: https://scholars.duke.edu/person/mustafa.misir
Address:
Duke Kunshan University, Natural and Applied Sciences, Duke Avenue No: 8, 215316 Kunshan, Jiangsu / China
Google Scholar (h-Index: 19) /
Researcher ID: A-6739-2010 /
Orcid ID: 0000-0002-6885-6775 /
Scopus /
DBLP /
LinkedIN
Leading the Machine lEarning and Operations Research (MEmORy) Lab
News
- 12/2024: Will give a keynote speech on Automated Algorithm Design (AAD) in ISAICS, Changsha, China
- 10/2024: A study on GNN-based Algorithm Selection for Docking will appear in AIDrugX, NeurIPS, Vancouver, Canada
- 10/2024: Two papers on Algorithm Selection on Cheminformatics will be in ICCBB, Kyoto, Japan
- 10/2024: A paper on Algorithm Selection on Molecular Docking will be presented in CSAI, Beijing, China
- 08/2024: A keynote talk on AAD will be given in ISCC, Zhengzhou, China
- 07/2024: Delivered an invited talk on AAD in Wuhan University, China
- 06/2024: An article on Deep Learning for 16S rRNA GCN prediction is published in Scientific Reports, Nature Portfolio
- 06/2024: A paper on Robust Automated Machine Learning (AutoML) is accepted to IJCAI/DSO Workshop, South Korea
- 12/2023: A keynote talk was delivered on AutoML in ICBDS, China
- 12/2023: Organizing a Special Session on Multi-Objective AutoML in IEEE WCCI / IJCNN 2024, Japan
- 10/2023: A webinar talk on Cross-domain Algorithm Selection was given for IEEE Task Force on ESCO
- 09/2023: A conference paper about Benchmark & Algorithm Analysis is accepted to IEEE SSCI 2023, Mexico
- 09/2023: Joined IEEE Task Force on Evolutionary Scheduling and Combinatorial Optimisation (ESCO)
- 09/2023: Gave a speech on Machine Learning in HackDuke 2023, China-US
- 08/2023: Presented a keynote talk on AutoML in ICIAAI, Singapore / Virtual
- 08/2023: Delivered a talk about Machine Learning in Duke China-U.S. Summit 2023, China-US
- 07/2023: A conference proceedings paper about Vehicle Routing got in IEEE CASE 2023, New Zealand
- 07/2023: A conference study on Hyper-heuristics using Neural Networks is published in IEEE CEC 2023, US
- 05/2023: A journal paper on Algorithm Selection for Molecular Docking is published in Scientific Reports, Nature Portfolio
- 05/2023: A conference work on Algorithm Selection for Multi-objective Optimization was appeared in OLA 2023, Spain
- 03/2023: A research grant on Deep Learning for Molecular Docking was awarded under Kunshan Gov. Research Fund
- 03/2023: A project proposal on AutoML was funded under Wuhan U.-Duke Kunshan U. Joint Seeding Program
- A new, up-to-date Hyper-heuristic Bibliography is online [ PDF BOOK ]
Research Interests
- Automated Algorithm Design (Machine Learning + Algorithm Design) / Automated Machine Learning (AutoML)
- Data Science
- Operations Research
Evolutionary Algorithms, Computational Intelligence, Meta/Hyper-heuristics, Adaptive/Reactive/Autonomous Search, Algorithm Portfolios, Algorithm Configuration (Tuning + Control), Meta-learning, Empirical Algorithmics, Design of Experiments, Recommender Systems (Collaborative Filtering), Boolean Satisability, Constraint Programming, Combinatorial Optimisation, Data Mining (Knowledge Discovery), Decision Support Systems and Automated Planning / Scheduling
Achievements / Awards
- COST STSM (Short-Term Scientific Misssions) Grant by Cost Action CA15140, supporting my research visit to University College Dublin, 2019 (unused)
- COST ITC Conference Grant for Early Career Investigators (ECI) by Cost Action CA15140, 2019
- TUBITAK 2224-A Support to Participate in International Scientific Activities, 2019 (unused)
- TUBITAK 2232 Reintegration Research Fellowship, 2018
- China Thousand Young Talents Program 2016 Nominee
- Best Paper Runner-up in the 9th Learning and Intelligent OptimizatioN (LION) Conference, 01/2015 for OSCAR
- ERCIM Cor Baayen Award 2013 Finalist (for Young Researchers in CS and Applied Math)
- ERCIM (Marie Curie) Alain Bensoussan Postdoctoral Fellowship, 2012
- 1st International Cross-Domain Heuristic Search Challenge (CHeSC) 2011 Winner
- 1st International Nurse Rostering Competition (INRC) 2010 Finalist Team Member
- KU Leuven PhD Scholarship in Computer Science 2009-2012
- Turkish National Ministry of Education Overseas PhD Scholarship for USA | Japan, 2008 (unused)
- Yeditepe University (Turkey) BSc Fellowship (2002-2007), Undergraduate Assistantship (2006-2007) and Graduate Assistantship (2007-2008) in Computer Engineering