| A review on bilevel optimization: from classical to evolutionary approaches and applications A Sinha, P Malo, K Deb IEEE Transactions on Evolutionary Computation 22 (2), 276-295, 2017 | 579 | 2017 |
| Finding optimal strategies in a multi-period multi-leader–follower Stackelberg game using an evolutionary algorithm A Sinha, P Malo, A Frantsev, K Deb Computers & Operations Research 41, 374-385, 2014 | 153 | 2014 |
| Good debt or bad debt: Detecting semantic orientations in economic texts P Malo, A Sinha, P Korhonen, J Wallenius, P Takala Journal of the Association for Information Science and Technology 65 (4 …, 2014 | 140 | 2014 |
| Multi-objective stackelberg game between a regulating authority and a mining company: A case study in environmental economics A Sinha, P Malo, A Frantsev, K Deb 2013 IEEE congress on evolutionary computation, 478-485, 2013 | 104 | 2013 |
| Test problem construction for single-objective bilevel optimization A Sinha, P Malo, K Deb Evolutionary computation 22 (3), 439-477, 2014 | 85 | 2014 |
| Efficient evolutionary algorithm for single-objective bilevel optimization A Sinha, P Malo, K Deb arXiv preprint arXiv:1303.3901, 2013 | 85 | 2013 |
| Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping A Sinha, P Malo, K Deb European Journal of Operational Research 257 (2), 395-411, 2017 | 77 | 2017 |
| An improved bilevel evolutionary algorithm based on quadratic approximations A Sinha, P Malo, K Deb 2014 IEEE congress on evolutionary computation (CEC), 1870-1877, 2014 | 74 | 2014 |
| Computational examples of a new method for distribution selection in the Pearson system A Andreev, A Kanto, P Malo Journal of Applied Statistics 34 (4), 487-506, 2007 | 51* | 2007 |
| A bilevel optimization approach to automated parameter tuning A Sinha, P Malo, P Xu, K Deb Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 49 | 2014 |
| Solving bilevel multicriterion optimization problems with lower level decision uncertainty A Sinha, P Malo, K Deb, P Korhonen, J Wallenius IEEE Transactions on Evolutionary Computation 20 (2), 199-217, 2015 | 43 | 2015 |
| Sociotechnical envelopment of artificial intelligence: An approach to organizational deployment of inscrutable artificial intelligence systems A Asatiani, P Malo, PR Nagbøl, E Penttinen, T Rinta-Kahila, A Salovaara Journal of the Association for Information Systems 22 (2), 8, 2021 | 41 | 2021 |
| Gold-standard for topic-specific sentiment analysis of economic texts P Takala, P Malo, A Sinha, O Ahlgren Proceedings of the Ninth International Conference on Language Resources and …, 2014 | 40 | 2014 |
| Optimal management of naturally regenerating uneven-aged forests A Sinha, J Rämö, P Malo, M Kallio, O Tahvonen European Journal of Operational Research 256 (3), 886-900, 2017 | 35 | 2017 |
| Evaluating multivariate GARCH models in the Nordic electricity markets P Malo, A Kanto Communications in Statistics—Simulation and Computation® 35 (1), 117-148, 2006 | 35 | 2006 |
| Bilevel optimization based on iterative approximation of multiple mappings A Sinha, Z Lu, K Deb, P Malo Journal of Heuristics 26 (2), 151-185, 2020 | 33 | 2020 |
| Transportation policy formulation as a multi-objective bilevel optimization problem A Sinha, P Malo, K Deb 2015 IEEE Congress on Evolutionary Computation (CEC), 1651-1658, 2015 | 33 | 2015 |
| Reduced form modeling of limit order markets P Malo, T Pennanen Quantitative Finance 12 (7), 1025-1036, 2012 | 31 | 2012 |
| Context matters: The impact of product type, emotional attachment and information overload on choice quality PJ Korhonen, P Malo, T Pajala, N Ravaja, O Somervuori, J Wallenius European Journal of Operational Research 264 (1), 270-279, 2018 | 27 | 2018 |
| Towards understanding bilevel multi-objective optimization with deterministic lower level decisions A Sinha, P Malo, K Deb International Conference on Evolutionary Multi-Criterion Optimization, 426-443, 2015 | 25 | 2015 |
Prof. Ankur SinhaIndian Institute of Management AhmedabadVerified email at iima.ac.in
