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Serdar Kadıoğlu

Observed names: Kadioglu Serdar, Kadioglu, Serdar, Kadıoğlu, Serdar, Serdar Kadioglu, Serdar Kadioğlu
Institution: Brown University
ORCID: 0000-0002-4672-6830
Observed ORCID: 0000-0002-4672-6830
OpenAlex ID: A5001309771
Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits
2013 · Jouni Pohjalainen, Okko Räsänen, et al. · Computer Speech & Language · 216
ISAC – Instance-Specific Algorithm Configuration
2010 · Kadioglu Serdar, Malitsky Yuri, et al. · Frontiers in artificial intelligence and applications · 189
Algorithm Selection and Scheduling
2011 · Serdar Kadioglu, Yuri Malitsky, et al. · Lecture notes in computer science · 157
DASH: Dynamic Approach for Switching Heuristics
2015 · Giovanni Di Liberto, Serdar Kadioglu, et al. · European Journal of Operational Research · 60
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Dialectic Search
2009 · Serdar Kadioglu, Meinolf Sellmann · Lecture notes in computer science · 48
Holy Grail 2.0: From Natural Language to Constraint Models
2023 · Tsouros, Dimos, Verhaeghe, Hélène, et al. · arXiv (Cornell University) · 44
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Modeling uncertainty to improve personalized recommendations via Bayesian deep learning
2021 · Xin Wang, Serdar Kadıoğlu · International Journal of Data Science and Analytics · 26
Explainable Artificial Intelligence Using Expressive Boolean Formulas
2023 · Gili Rosenberg, John Kyle Brubaker, et al. · Machine Learning and Knowledge Extraction · 20
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Heterogeneous resource allocation in Cloud Management
2016 · Serdar Kadioglu, Mike Colena, et al. · IEEE International Symposium on Network Computing and Applications (NCA) · 20
Feature selection for speaker traits
2012 · Jouni Pohjalainen, Serdar Kadioglu, et al. · Interspeech (USB) · 20
Grammar constraints
2009 · Serdar Kadioglu, Meinolf Sellmann · Constraints · 20
Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining
2022 · Xin Wang, Amin Hosseininasab, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 18
Efficient context-free grammar constraints
2008 · Serdar Kadıoğlu, Meinolf Sellmann · 18
Parallel Restarted Search
2014 · Andre Cire, Serdar Kadioglu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 17
Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language
2023 · Parag Pravin Dakle, Serdar Kadıoğlu, et al. · Lecture notes in computer science · 15
Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc
2025 · Singirikonda, Akash, Kadioglu, Serdar, et al. · arXiv (Cornell University) · 14
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MABWISER: Parallelizable Contextual Multi-armed Bandits
2021 · Emily Strong, Bernard Kleynhans, et al. · International Journal of Artificial Intelligence Tools · 14
MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python
2019 · Emily Strong, Bernard Kleynhans, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 14
Dichotomic Search Protocols for Constrained Optimization
2008 · Meinolf Sellmann, Serdar Kadioglu · Lecture notes in computer science · 13
Non-Model-Based Search Guidance for Set Partitioning Problems
2021 · Serdar Kadioglu, Yuri Malitsky, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 12
Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations
2019 · Xin Wang, Serdar Kadioglu · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 11
Ner4Opt: named entity recognition for optimization modelling from natural language
2024 · Serdar Kadıoğlu, Parag Pravin Dakle, et al. · Constraints · 10
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning
2023 · Serdar Kadıoğlu, Xin Wang, et al. · AI Magazine · 10
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Learning a Reactive Restart Strategy to Improve Stochastic Search
2017 · Serdar Kadioglu, Meinolf Sellmann, et al. · Lecture notes in computer science · 10
Building Higher-Order Abstractions from the Components of Recommender Systems
2024 · Serdar Kadıoğlu, Bernard Kleynhans · Proceedings of the AAAI Conference on Artificial Intelligence · 9
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Works count: 69
Citation count: 1,112
H-index: 15
I10-index: 24
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