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    author = {Sayag, Tzur and Fine, Shai and Mansour, Yishay},
    year = {2006},
    pages = {242--253}
}

@inproceedings{gagliolo_towards_2008,
    title = {Towards Distributed Algorithm Portfolios},
    booktitle = {International Symposium on Distributed Computing and Artificial Intelligence, Advances in Soft Computing},
    publisher = {Springer},
    author = {Gagliolo, Matteo and Schmidhuber, J\"urgen},
    year = {2008}
}

@article{gagliolo_algorithm_2011,
    title = {Algorithm portfolio selection as a bandit problem with unbounded losses},
    volume = {61},
    number = {2},
    journal = {Annals of Mathematics and Artificial Intelligence},
    author = {Gagliolo, Matteo and Schmidhuber, J\"urgen},
    month = feb,
    year = {2011},
    pages = {49--86}
}

@inproceedings{bougeret_combining_2009,
    address = {Washington, {DC}, {USA}},
    title = {Combining multiple heuristics on discrete resources},
    booktitle = {{IEEE} International Symposium on Parallel \& Distributed Processing},
    publisher = {{IEEE} Computer Society},
    author = {Bougeret, Marin and Dutot, {Pierre-Fran\,cois} and Goldman, Alfredo and Ngoko, Yanik and Trystram, Denis},
    year = {2009},
    pages = {1--8}
}

@inproceedings{gebser_portfolio_2011,
    address = {Berlin, Heidelberg},
    title = {A portfolio solver for answer set programming: preliminary report},
    booktitle = {11th International Conference on Logic Programming and Nonmonotonic Reasoning},
    publisher = {{Springer-Verlag}},
    author = {Gebser, Martin and Kaminski, Roland and Kaufmann, Benjamin and Schaub, Torsten and Schneider, Marius Thomas and Ziller, Stefan},
    year = {2011},
    pages = {352--357}
}

@article{hong_groups_2004,
    title = {Groups of diverse problem solvers can outperform groups of high-ability problem solvers},
    volume = {101},
    number = {46},
    journal = {Proceedings of the National Academy of Sciences of the United States of America},
    author = {Hong, Lu and Page, Scott E.},
    month = nov,
    year = {2004},
    pages = {16385--16389}
}

@inproceedings{xu_hydra-mip_2011,
    title = {{Hydra-MIP:} Automated Algorithm Configuration and Selection for Mixed Integer Programming},
    booktitle = {{RCRA} Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion at the International Joint Conference on Artificial Intelligence {(IJCAI)}},
    author = {Xu, Lin and Hutter, Frank and Hoos, Holger H. and {Leyton-Brown}, Kevin},
    year = {2011}
}

@phdthesis{streeter_using_2007,
    title = {Using Online Algorithms to Solve {NP-Hard} Problems More Efficiently in Practice},
    school = {Carnegie Mellon University},
    author = {Streeter, Matthew J.},
    month = dec,
    year = {2007}
},

@phdthesis{malitsky_thesis_2012,
    title = {{Instance-Specific} Algorithm Configuration},
    school = {Brown University},
    author = {Malitsky, Yuri},
    year = {2012}
},

@phdthesis{gagliolo_online_2010,
    title = {Online Dynamic Algorithm Portfolios -- Minimizing the computational cost of problem solving},
    school = {University of Lugano},
    author = {Gagliolo, Matteo},
    year = {2010}
},

@phdthesis{hutter_automated_2009,
    address = {Vancouver, Canada},
    title = {Automated Configuration of Algorithms for Solving Hard Computational Problems},
    school = {University of British Columbia, Department of Computer Science},
    author = {Hutter, Frank},
    month = oct,
    year = {2009}
}

@article{smith-miles_measuring_2012,
    title = {Measuring instance difficulty for combinatorial optimization problems},
    volume = {39},
    number = {5},
    journal = {Comput. Oper. Res.},
    author = {{Smith-Miles}, Kate and Lopes, Leo},
    month = may,
    year = {2012},
    pages = {875--889}
}

@phdthesis{carchrae_low_2009,
    title = {Low Knowledge Algorithm Control for {Constraint-Based} Scheduling},
    school = {National University of Ireland},
    author = {Carchrae, Tom},
    month = sep,
    year = {2009}
}

@phdthesis{ewald_automatic_2010,
    title = {Automatic Algorithm Selection for Complex Simulation Problems},
    school = {University of Rostock},
    author = {Ewald, Roland},
    month = aug,
    year = {2010}
}

@phdthesis{kotthoff_algorithm_2012,
    title = {On Algorithm Selection, with an Application to Combinatorial Search Problems},
    school = {University of St Andrews},
    author = {Kotthoff, Lars},
    year = {2012}
}

@inproceedings{yun_learning_2012,
    title = {Learning Algorithm Portfolios for Parallel Execution},
    booktitle = {Proceedings of the 6th International Conference Learning and Intelligent Optimisation {LION}},
    publisher = {Springer},
    author = {Yun, Xi and Epstein, Susan L.},
    pages = {323--338},
    year = {2012}
}

@inproceedings{smith-miles_towards_2008,
    title = {Towards Insightful Algorithm Selection For Optimisation Using {Meta-Learning} Concepts},
    booktitle = {{IEEE} International Joint Conference on Neural Networks},
    author = {{Smith-Miles}, Kate A.},
    month = jun,
    year = {2008},
    pages = {4118--4124}
}

@inproceedings{hutter_parallel_2012,
    title = {Parallel Algorithm Configuration},
    booktitle = {Proc. of {LION-6}},
    author = {Hutter, Frank and Hoos, Holger H. and {Leyton-Brown}, Kevin},
    year = {2012}
}

@inproceedings{xu_evaluating_2012,
	title = {Evaluating Component Solver Contributions to {Portfolio-Based} Algorithm Selectors},
	booktitle = {International Conference on Theory and Applications of Satisfiability Testing {(SAT'12)}},
	author = {Xu, Lin and Hutter, Frank and Hoos, Holger H. and {Leyton-Brown}, Kevin},
    pages = {228--241},
	year = {2012}
}

@inproceedings{fukunaga_genetic_2000,
	title = {Genetic Algorithm Portfolios},
	volume = {2},
	booktitle = {{IEEE} Congress on Evolutionary Computation},
	author = {Fukunaga, Alex S.},
	year = {2000},
	pages = {1304--1311}
}

@article{kotthoff_evaluation_2012,
	title = {An Evaluation of Machine Learning in Algorithm Selection for Search Problems},
	volume = {25},
	number = {3},
	journal = {{AI} Communications},
	author = {Kotthoff, Lars and Gent, Ian P. and Miguel, Ian},
	year = {2012},
	pages = {257--270}
}

@inproceedings{hurley_adaptation_2012,
	series = {Lecture Notes in Computer Science},
	title = {Adaptation in a {CBR-Based} Solver Portfolio for the Satisfiability Problem},
	volume = {7466},
	booktitle = {{Case-Based} Reasoning Research and Development},
	author = {Hurley, Barry and {O’Sullivan}, Barry},
	year = {2012},
	pages = {152--166}
}

@article{shukla_genetic-algorithms-based_2012,
	title = {Genetic-algorithms-based algorithm portfolio for inventory routing problem with stochastic demand},
	journal = {International Journal of Production Research},
	author = {Shukla, Nagesh and Tiwari, {M.K.} and Ceglarek, Darek},
	year = {2012},
	pages = {1--20}
}

@incollection{maturana_adaptive_2011,
	title = {Adaptive Operator Selection and Management in Evolutionary Algorithms},
	booktitle = {Autonomous Search},
	publisher = {Springer Berlin Heidelberg},
	author = {Maturana, Jorge and Fialho, \'Alvaro and Saubion, Fr\'ed\'eric and Schoenauer, Marc and Lardeux, Fr\'ed\'eric and Sebag, Mich\`ele},
	editor = {Hamadi, Youssef and Monfroy, Eric and Saubion, Fr\'ed\'eric},
	year = {2011},
	pages = {161--189}
}

@incollection{bridge_case-based_2011,
	title = {{Case-Based} Reasoning for Autonomous Constraint Solving},
	booktitle = {Autonomous Search},
	publisher = {Springer Berlin Heidelberg},
	author = {Bridge, Derek and {O'Mahony}, Eoin and {O'Sullivan}, Barry},
	editor = {Hamadi, Youssef and Monfroy, Eric and Saubion, Fr\'ed\'eric},
	year = {2011},
	pages = {73--95}
}

@incollection{epstein_learning_2011,
	title = {Learning a Mixture of Search Heuristics},
	booktitle = {Autonomous Search},
	publisher = {Springer Berlin Heidelberg},
	author = {Epstein, {Susan L.} and Petrovic, Smiljana},
	editor = {Hamadi, Youssef and Monfroy, Eric and Saubion, Fr\'ed\'eric},
	year = {2011},
	pages = {97--127}
}

@inproceedings{malitsky_parallel_2012,
	title = {Parallel {SAT} Solver Selection and Scheduling},
	booktitle = {Principles and Practice of Constraint Programming},
	author = {Malitsky, Yuri and Ashish, Sabharwal and Samulowitz, Horst and Sellmann, Meinolf},
	year = {2012}
}

@inproceedings{bischl_algorithm_2012,
	address = {New York, {NY}, {USA}},
	series = {{GECCO} '12},
	title = {Algorithm Selection Based on Exploratory Landscape Analysis and {Cost-Sensitive} Learning},
	booktitle = {14th International Conference on Genetic and Evolutionary Computation},
	publisher = {{ACM}},
	author = {Bischl, Bernd and Mersmann, Olaf and Trautmann, Heike and Preu\ss{}, Mike},
	year = {2012},
	pages = {313--320}
}

@inproceedings{veerapen_exploration-exploitation_2012,
	address = {New York, {NY}, {USA}},
	series = {{GECCO} '12},
	title = {An {Exploration-Exploitation} {Compromise-Based} Adaptive Operator Selection for Local Search},
	booktitle = {14th International Conference on Genetic and Evolutionary Computation},
	publisher = {{ACM}},
	author = {Veerapen, Nadarajen and Maturana, Jorge and Saubion, Fr\'ed\'eric},
	year = {2012},
	pages = {1277--1284}
}

@article{valenzano_arvandherd_2012,
	title = {{ArvandHerd:} Parallel Planning with a Portfolio},
	journal = {European Conference on Artificial Intelligence (ECAI)},
	author = {Valenzano, Richard A. and Nakhost, Hootan and M\"uller, Martin and Schaeffer, Jonathan and Sturtevant, Nathan R.},
	year = {2012},
	pages = {786--791}
}

@inproceedings{helmert_fast_2011,
	title = {Fast Downward Stone Soup: A Baseline for Building Planner Portfolios},
	booktitle = {{ICAPS-2011} Workshop on Planning and Learning {(PAL)}},
	author = {Helmert, Malte and R\"oger, Gabriele and Karpas, Erez},
	year = {2011},
	pages = {28--35}
}

@inproceedings{malitsky_instance-specific_2012,
	address = {Berlin, Heidelberg},
	series = {{CPAIOR'12}},
	title = {Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation},
	booktitle = {Proceedings of the 9th International Conference on Integration of {AI} and {OR} Techniques in Constraint Programming for Combinatorial Optimization Problems},
	publisher = {Springer-Verlag},
	author = {Malitsky, Yuri and Sellmann, Meinolf},
	year = {2012},
	pages = {244--259}
}

@article{brazdil_ranking_2003,
	title = {Ranking Learning Algorithms: Using {IBL} and Meta-Learning on Accuracy and Time Results},
	volume = {50},
	number = {3},
	journal = {Mach. Learn.},
	author = {Brazdil, Pavel B. and Soares, Carlos and Da Costa, Joaquim Pinto},
	month = mar,
	year = {2003},
	pages = {251--277}
}

@inproceedings{valenzano_simultaneously_2010,
	title = {Simultaneously searching with multiple settings: An alternative to parameter tuning for suboptimal single-agent search algorithms},
	booktitle = {{ICAPS}},
	author = {Valenzano, Richard and Sturtevant, Nathan and Schaeffer, Jonathan and Buro, Karen},
	year = {2010},
	pages = {177--184}
}

@inproceedings{kiziltan_classification-based_2011,
	title = {A Classification-based Approach to Managing a Solver Portfolio for {CSPs}},
	booktitle = {22nd Irish Conference on Artificial Intelligence and Cognitive Science},
	author = {Kiziltan, Zeynep and Mandrioli, Luca and Mauro, Jacopo and {O'Sullivan}, Barry},
	year = {2011}
}

@inproceedings{stergiou_heuristics_2008,
	title = {Heuristics for Dynamically Adapting Propagation},
	booktitle = {{ECAI}},
	author = {Stergiou, Kostas},
	year = {2008},
	pages = {485--489}
}

@inproceedings{paparrizou_evaluating_2012,
	title = {Evaluating Simple Fully Automated Heuristics for Adaptive Constraint Propagation},
	booktitle = {{ICTAI}},
	author = {Paparrizou, Anastasia and Stergiou, Kostas},
	year = {2012}
}

@inproceedings{epstein_learning_2005,
	title = {Learning propagation policies},
	booktitle = {Second International Workshop on Constraint Propagation and Implementation},
	author = {Epstein, Susan L. and Wallace, Richard J. and Freuder, Eugene C. and Xingjian, Li},
	year = {2005}
}

@inproceedings{sabharwal_boosting_2013,
	title = {Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction},
	booktitle = {{LION} 7},
	author = {Sabharwal, Ashish and Samulowitz, Horst and Sellmann, Meinolf and Malitsky, Yuri},
	month = jan,
	year = {2013}
},

@inproceedings{abell_features_2013,
	title = {Features for Exploiting Black-Box Optimization Problem Structure},
	booktitle = {{LION} 7},
	author = {Abell, Tinus and Malitsky, Yuri and Tierney, Kevin},
	month = jan,
	year = {2013}
},

@inproceedings{hutter_identifying_2013,
	title = {Identifying Key Algorithm Parameters and Instance Features using Forward Selection},
	booktitle = {{LION} 7},
	author = {Hutter, Frank and Hoos, Holger H. and Leyton-Brown, Kevin},
	month = jan,
	year = {2013}
},

@inproceedings{musliu_algorithm_2013,
	title = {Algorithm Selection for the Graph Coloring Problem},
	booktitle = {{LION} 7},
	author = {Musliu, Nysret and Schwengerer, Martin},
	month = jan,
	year = {2013}
}

@article{smith-miles_discovering_2011,
	title = {Discovering the suitability of optimisation algorithms by learning from evolved instances},
	volume = {61},
	number = {2},
	journal = {Annals of Mathematics and Artificial Intelligence},
	author = {Smith-Miles, Kate and Hemert, Jano},
	year = {2011},
	pages = {87--104}
}

@article{hutter_algorithm_2012,
	title = {Algorithm Runtime Prediction: The State of the Art},
	volume = {abs/1211.0906},
	journal = {{CoRR}},
	author = {Hutter, Frank and Xu, Lin and Hoos, Holger H. and Leyton-Brown, Kevin},
	year = {2012}
}

@inproceedings{leite_active_2010,
	title = {Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning},
	booktitle = {{ECAI}},
	author = {Leite, Rui and Brazdil, Pavel},
	year = {2010},
	pages = {309--314}
}

@inproceedings{kanda_meta-learning_2012,
	address = {Berlin, Heidelberg},
	title = {A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using {MLP-Based} Label Ranking},
	booktitle = {19th International Conference on Neural Information Processing},
	publisher = {Springer-Verlag},
	author = {Kanda, Jorge and Soares, Carlos and Hruschka, Eduardo and de Carvalho, Andre},
	year = {2012},
	pages = {488--495}
},

@inproceedings{aiguzhinov_similarity-based_2010,
	title = {A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation},
	booktitle = {13th International conference on Discovery Science},
	publisher = {Springer-Verlag},
	author = {Aiguzhinov, Artur and Soares, Carlos and Serra, Ana Paula},
	year = {2010},
	pages = {16--26}
}

@inproceedings{kanda_using_2010,
	title = {Using Meta-learning to Classify Traveling Salesman Problems},
	booktitle = {Eleventh Brazilian Symposium on Neural Networks},
	author = {Kanda, Jorge and de Carvalho, Andre and Hruschka, Eduardo and Soares, Carlos},
	year = {2010},
	pages = {73--78}
},

@article{kanda_selection_2011,
	title = {Selection of algorithms to solve traveling salesman problems using meta-learning},
	volume = {8},
	number = {3},
	journal = {Int. J. Hybrid Intell. Syst.},
	author = {Kanda, Jorge and de Carvalho, Andre and Hruschka, Eduardo and Soares, Carlos},
	month = aug,
	year = {2011},
	pages = {117--128}
}

@inproceedings{amadini_empirical_2013,
	series = {Lecture Notes in Computer Science},
	title = {An Empirical Evaluation of Portfolios Approaches for Solving {CSPs}},
	volume = {7874},
	booktitle = {Integration of {AI} and {OR} Techniques in Constraint Programming for Combinatorial Optimization Problems},
	publisher = {Springer Berlin Heidelberg},
	author = {Amadini, Roberto and Gabbrielli, Maurizio and Mauro, Jacopo},
	year = {2013},
	pages = {316--324}
}

@inproceedings{kadioglu_non-model-based_2012,
	title = {Non-Model-Based Search Guidance for Set Partitioning Problems},
	booktitle = {{AAAI}},
	author = {Kadioglu, Serdar and Malitsky, Yuri and Sellmann, Meinolf},
	year = {2012}
}


@inproceedings{alhossaini_instance-specific_2013,
	title = {Instance-Specific Remodelling of Planning Domains by Adding Macros and Removing Operators},
	booktitle = {Symposium on Abstraction, Reformulation, and Approximation},
	author = {Alhossaini, Maher and Beck, J. Christopher},
	year = {2013}
}

@article{seijen_efficient_2013,
	title = {Efficient Abstraction Selection in Reinforcement Learning},
	journal = {Computational Intelligence},
	author = {Seijen, Harm van and Whiteson, Shimon and Kester, Leon},
	year = {2013}
}

@inproceedings{malitsky_evolving_2013,
	title = {Evolving Instance Specific Algorithm Configuration},
	booktitle = {Symposium on Combinatorial Search},
	author = {Malitsky, Yuri and Mehta, Deepak and {O'Sullivan}, Barry},
	year = {2013}
}

@inproceedings{mehta_lazy_2013,
	title = {Lazy Branching for Constraint Satisfaction},
	booktitle = {{ICTAI}},
	author = {Mehta, Deepak and {O'Sullivan}, Barry and Kotthoff, Lars and Malitsky, Yuri},
	month = nov,
	year = {2013}
}

@inproceedings{malitsky_algorithm_2013,
	title = {Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering},
	booktitle = {{IJCAI}},
	author = {Malitsky, Yuri and Sabharwal, Ashish and Samulowitz, Horst and Sellmann, Meinolf},
	month = aug,
	year = {2013}
}

@inproceedings{rayner_subset_2013,
	title = {Subset Selection of Search Heuristics},
	booktitle = {Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence ({IJCAI})},
	author = {Rayner, Chris and Sturtevant, Nathan and Bowling, Michael},
	year = {2013},
	pages = {637--643}
}

@inproceedings{arbelaez_continuous_2010,
	title = {Continuous Search in Constraint Programming},
	booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence},
	author = {Arbelaez, Alejandro and Hamadi, Youssef and Sebag, Mich\`ele},
	year = {2010},
	pages = {53--60}
}

@article{sun_pairwise_2013,
	title = {Pairwise meta-rules for better meta-learning-based algorithm ranking},
	volume = {93},
	number = {1},
	journal = {Machine Learning},
	author = {Sun, Quan and Pfahringer, Bernhard},
	year = {2013},
	pages = {141--161}
}

@inproceedings{collautti_snnap_2013,
	title = {{SNNAP:} Solver-Based Nearest Neighbor for Algorithm Portfolios},
	booktitle = {{ECML/PKDD}},
	author = {Collautti, Marco and Malitsky, Yuri and Mehta, Deepak and {O'Sullivan}, Barry},
	year = {2013},
	pages = {435--450}
}

@inproceedings{gagliolo_algorithm_2010,
	series = {Lecture Notes in Computer Science},
	title = {Algorithm Selection as a Bandit Problem with Unbounded Losses},
	volume = {6073},
	booktitle = {Learning and Intelligent Optimization},
	publisher = {Springer Berlin Heidelberg},
	author = {Gagliolo, Matteo and Schmidhuber, J\"urgen},
	year = {2010},
	pages = {82--96}
}

@inproceedings{amadini_portfolio_2014,
	title = {Portfolio Approaches for Constraint Optimization Problems},
	booktitle = {{LION} 8},
	author = {Amadini, Roberto and Gabbrielli, Maurizio and Mauro, Jacopo},
	month = feb,
	year = {2014}
},

@inproceedings{cauwet_algorithm_2014,
	title = {Algorithm Portfolios for Noisy Optimization: Compare Solvers Early},
	booktitle = {{LION} 8},
	author = {Cauwet, Marie-Liesse and Liu, Jialin and Teytaud, Olivier},
	month = feb,
	year = {2014}
},

@article{hoos_aspeed_2014,
	title = {aspeed: Solver scheduling via answer set programming},
	volume = {{FirstView}},
	issn = {1475-3081},
	journal = {Theory and Practice of Logic Programming},
	author = {Hoos, Holger H. and Kaminski, Roland and Lindauer, Marius and Schaub, Torsten},
	month = feb,
	year = {2014},
	pages = {1--26}
},

@inproceedings{hurley_proteus_2014,
	title = {Proteus: A Hierarchical Portfolio of Solvers and Transformations},
	booktitle = {{CPAIOR}},
	author = {Hurley, Barry and Kotthoff, Lars and Malitsky, Yuri and {O'Sullivan}, Barry},
	month = may,
	year = {2014}
},

@inproceedings{kotthoff_ranking_2014,
	title = {Ranking Algorithms by Performance},
	booktitle = {{LION 8}},
	author = {Kotthoff, Lars},
	month = feb,
	year = {2014}
}

@inproceedings{seipp_learning_2012,
	title = {Learning Portfolios of Automatically Tuned Planners},
	booktitle = {{ICAPS}},
	publisher = {{AAAI}},
	author = {Seipp, Jendrik and Braun, Manuel and Garimort, Johannes and Helmert, Malte},
	year = {2012}
}

@inproceedings{maratea_automated_2013,
	title = {Automated Selection of Grounding Algorithm in Answer Set Programming},
	booktitle = {{AI*IA}},
	author = {Maratea, Marco and Pulina, Luca and Ricca, Francesco},
	year = {2013},
	pages = {73--84}
}

@article{maratea_multi-engine_2013,
	title = {A Multi-Engine Approach to Answer-Set Programming},
	journal = {Theory and Practice of Logic Programming},
	author = {Maratea, Marco and Pulina, Luca and Ricca, Francesco},
	year = {2013},
	pages = {1--28}
}

@inproceedings{maratea_applying_2012,
	title = {Applying Machine Learning Techniques to {ASP} Solving},
	booktitle = {{ICLP}},
	author = {Maratea, Marco and Pulina, Luca and Ricca, Francesco},
	year = {2012},
	pages = {37--48}
}

@article{tang_population-based_2014,
	title = {Population-based Algorithm Portfolios with automated constituent algorithms selection},
	volume = {279},
	issn = {0020-0255},
	doi = {http://dx.doi.org/10.1016/j.ins.2014.03.105},
	number = {0},
	journal = {Information Sciences},
	author = {Tang, Ke and Peng, Fei and Chen, Guoliang and Yao, Xin},
	year = {2014},
	pages = {94--104}
}

@article{peng_population-based_2010,
	title = {Population-Based Algorithm Portfolios for Numerical Optimization},
	volume = {14},
	issn = {1089-778X},
	doi = {10.1109/TEVC.2010.2040183},
	number = {5},
	journal = {Evolutionary Computation, {IEEE} Transactions on},
	author = {Peng, Fei and Tang, Ke and Chen, Guoliang and Yao, Xin},
	month = oct,
	year = {2010},
	pages = {782--800}
}

@article{ali_learning_2006,
	title = {On learning algorithm selection for classification},
	volume = {6},
	issn = {1568-4946},
	doi = {http://dx.doi.org/10.1016/j.asoc.2004.12.002},
	number = {2},
	journal = {Applied Soft Computing},
	author = {Ali, Shawkat and Smith, Kate A.},
	year = {2006},
	pages = {119--138}
}

@article{wang_feature_2013,
	title = {A Feature Subset Selection Algorithm Automatic Recommendation Method},
	volume = {47},
	issn = {1076-9757},
	number = {1},
	journal = {J. Artif. Int. Res.},
	author = {Wang, Guangtao and Song, Qinbao and Sun, Heli and Zhang, Xueying and Xu, Baowen and Zhou, Yuming},
	month = may,
	year = {2013},
	pages = {1--34}
}

@article{graff_practical_2010,
	title = {Practical performance models of algorithms in evolutionary program induction and other domains},
	volume = {174},
	issn = {0004-3702},
	doi = {http://dx.doi.org/10.1016/j.artint.2010.07.005},
	number = {15},
	journal = {Artificial Intelligence},
	author = {Graff, Mario and Poli, Riccardo},
	year = {2010},
	keywords = {algorithm, problem, selection},
	pages = {1254--1276}
}

@inproceedings{smith-miles_knowledge_2009,
	title = {A Knowledge Discovery Approach to Understanding Relationships between Scheduling Problem Structure and Heuristic Performance},
	volume = {5851},
	booktitle = {Learning and Intelligent Optimization},
	publisher = {Springer Berlin Heidelberg},
	author = {Smith-Miles, Kate A. and James, Ross J.W. and Giffin, John W. and Tu, Yiqing},
	year = {2009},
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@inproceedings{abseher_improving_2015,
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@inproceedings{inala_synthesis_2016,
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	title = {{SUNNY}-{CP}: {A} {Sequential} {CP} {Portfolio} {Solver}},
	booktitle = {Proceedings of the 30th {Annual} {ACM} {Symposium} on {Applied} {Computing}},
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	booktitle = {Artificial {Intelligence} and {Interactive} {Digital} {Entertainment} ({AIIDE})},
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	year = {2016}
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	year = {2016}
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@inproceedings{kotthoff_portfolios_2016,
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	author = {Gonard, Fran{\,c}ois and Schoenauer, Marc and Sebag, Mich{\`e}le},
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	year = {2016}
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	author = {Cunha, Tiago and Soares, Carlos and de Carvalho, André C.P.L.F.},
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	author = {Cunha, Tiago and Soares, Carlos and de Carvalho, André C. P. L. F.},
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	pages = {189--203}
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	year = {2017},
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	year = {2018}
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@article{wang_wombit_2018,
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@inproceedings{pavelski_recommending_2018,
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@inproceedings{pavelski_meta-learning_2018,
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