Ankur Sinha

Most-cited papers

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
Ankur Sinha, Pekka Malo, K. Deb
2017IEEE Transactions on Evolutionary Computation933 citations Open access
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Good debt or bad debt: Detecting semantic orientations in economic texts
Pekka Malo, Ankur Sinha, P. Korhonen, J. Wallenius +1 more
2013J. Assoc. Inf. Sci. Technol.753 citations Open access
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An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions
K. Deb, Ankur Sinha, P. Korhonen, J. Wallenius
2010IEEE Transactions on Evolutionary Computation244 citations Open access
Semantic Scholar
An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm
K. Deb, Ankur Sinha
2010Evolutionary Computation170 citations
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Finding optimal strategies in a multi-period multi-leader-follower Stackelberg game using an evolutionary algorithm
Ankur Sinha, Pekka Malo, A. Frantsev, K. Deb
2013Computers & Operations Research159 citations Open access
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Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms
K. Deb, Ankur Sinha
2009International Conference on Evolutionary Multi-Criterion Optimization156 citations Open access
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Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping
Ankur Sinha, Pekka Malo, K. Deb
2017European Journal of Operational Research116 citations
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Impact of News on the Commodity Market: Dataset and Results
Ankur Sinha, Tanmay Khandait
2020Advances in Intelligent Systems and Computing109 citations Open access
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Multi-objective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics
Ankur Sinha, Pekka Malo, A. Frantsev, K. Deb
2013IEEE Congress on Evolutionary Computation101 citations Open access
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Test Problem Construction for Single-Objective Bilevel Optimization
Ankur Sinha, Pekka Malo, K. Deb
2014Evolutionary Computation96 citations Open access
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SEntFiN 1.0: Entity‐aware sentiment analysis for financial news
Ankur Sinha, Satishwar Kedas, Rishu Kumar, Pekka Malo
2022J. Assoc. Inf. Sci. Technol.89 citations Open access
Semantic Scholar
Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization
Ankur Sinha, Pekka Malo, K. Deb
2013arXiv.org83 citations
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Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems
Ankur Sinha, Tharo Soun, K. Deb
2019Swarm and Evolutionary Computation79 citations
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An improved bilevel evolutionary algorithm based on Quadratic Approximations
Ankur Sinha, Pekka Malo, K. Deb
2014IEEE Congress on Evolutionary Computation76 citations
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Bilevel optimization based on iterative approximation of multiple mappings
Ankur Sinha, Zhichao Lu, K. Deb, Pekka Malo
2017Journal of Heuristics63 citations Open access
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Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty
Ankur Sinha, Pekka Malo, K. Deb, P. Korhonen +1 more
2016IEEE Transactions on Evolutionary Computation62 citations
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An Enhanced Memetic Algorithm for Single-Objective Bilevel Optimization Problems
Md. Monjurul Islam, H. Singh, T. Ray, Ankur Sinha
2016Evolutionary Computation57 citations
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An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls
Ankur Sinha, P. Korhonen, J. Wallenius, K. Deb
2014European Journal of Operational Research53 citations
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A bilevel optimization approach to automated parameter tuning
Ankur Sinha, Pekka Malo, Peng Xu, K. Deb
2014Annual Conference on Genetic and Evolutionary Computation51 citations
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Using objective reduction and interactive procedure to handle many-objective optimization problems
Ankur Sinha, D. Saxena, K. Deb, A. Tiwari
2013Applied Soft Computing48 citations
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Solving Bilevel Optimization Problems Using Kriging Approximations
Ankur Sinha, Vaseem Shaikh
2021IEEE Transactions on Cybernetics47 citations
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Towards Understanding Evolutionary Bilevel Multi-Objective Optimization Algorithm
Ankur Sinha, K. Deb
200943 citations Open access
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Transportation policy formulation as a multi-objective bilevel optimization problem
Ankur Sinha, Pekka Malo, K. Deb
2015IEEE Congress on Evolutionary Computation40 citations
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Gold-standard for Topic-specific Sentiment Analysis of Economic Texts
Pyry Takala, Pekka Malo, Ankur Sinha, Oskar Ahlgren
2014International Conference on Language Resources and Evaluation40 citations Open access
Semantic Scholar
Constructing test problems for bilevel evolutionary multi-objective optimization
K. Deb, Ankur Sinha
2009IEEE Congress on Evolutionary Computation40 citations
Semantic Scholar
Optimal management of naturally regenerating uneven-aged forests
Ankur Sinha, J. Rämö, Pekka Malo, M. Kallio +1 more
2016European Journal of Operational Research39 citations Open access
Semantic Scholar
An Interactive Evolutionary Multi-objective Optimization Method Based on Polyhedral Cones
Ankur Sinha, P. Korhonen, J. Wallenius, K. Deb
2010Learning and Intelligent Optimization39 citations
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Approximated set-valued mapping approach for handling multiobjective bilevel problems
Ankur Sinha, Pekka Malo, K. Deb
2017Computers & Operations Research37 citations
Semantic Scholar
Multiple allocation hub interdiction and protection problems: Model formulations and solution approaches
P. Ramamoorthy, Sachin Jayaswal, Ankur Sinha, N. Vidyarthi
2018European Journal of Operational Research36 citations Open access
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Solving optimistic bilevel programs by iteratively approximating lower level optimal value function
Ankur Sinha, Pekka Malo, K. Deb
2016IEEE Congress on Evolutionary Computation35 citations
Semantic Scholar
Bilevel Multi-objective Optimization Problem Solving Using Progressively Interactive EMO
Ankur Sinha
2011International Conference on Evolutionary Multi-Criterion Optimization35 citations
Semantic Scholar
Evolutionary Bilevel Optimization: An Introduction and Recent Advances
Ankur Sinha, Pekka Malo, K. Deb
2017Recent Advances in Evolutionary Multi-objective Optimization34 citations
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Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions
Ankur Sinha, Pekka Malo, K. Deb
2015International Conference on Evolutionary Multi-Criterion Optimization33 citations
Semantic Scholar
An Evolutionary Approach for Bilevel Multi-objective Problems
K. Deb, Ankur Sinha
200932 citations
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Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions
Ankur Sinha, K. Deb, P. Korhonen, J. Wallenius
2010IEEE Congress on Evolutionary Computation31 citations
Semantic Scholar
A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning
Ankur Sinha, Tanmay Khandait, R. Mohanty
2020arXiv.org23 citations
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Unconstrained scalable test problems for single-objective bilevel optimization
Ankur Sinha, Pekka Malo, K. Deb
2012IEEE Congress on Evolutionary Computation23 citations
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Alternate solution approaches for competitive hub location problems
Richa Tiwari, Sachin Jayaswal, Ankur Sinha
2021European Journal of Operational Research22 citations
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Learning the Roles of Directional Expressions and Domain Concepts in Financial News Analysis
Pekka Malo, Ankur Sinha, Pyry Takala, Oskar Ahlgren +1 more
20132013 IEEE 13th International Conference on Data Mining Workshops21 citations
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Convex preference cone-based approach for many objective optimization problems
Ankur Sinha, Pekka Malo, M. Kallio
2018Computers & Operations Research20 citations
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Handling inverse optimal control problems using evolutionary bilevel optimization
Varun Suryan, Ankur Sinha, Pekka Malo, K. Deb
2016IEEE Congress on Evolutionary Computation20 citations
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Automated query learning with Wikipedia and genetic programming
Pekka Malo, Pyry-Antti Siitari, Ankur Sinha
2010Artificial Intelligence19 citations Open access
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Alternate second order conic program reformulations for hub location under stochastic demand and congestion
Sneha Dhyani Bhatt, Sachin Jayaswal, Ankur Sinha, N. Vidyarthi
2021Annals of Operations Research17 citations
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Competitive hub location problem: Model and solution approaches
Richa Tiwari, Sachin Jayaswal, Ankur Sinha
202116 citations
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Incorporating data envelopment analysis solution methods into bilevel multi-objective optimization
M. Bostian, Ankur Sinha, G. Whittaker, B. Barnhart
2015IEEE Congress on Evolutionary Computation15 citations
Semantic Scholar
Evolutionary bilevel optimization
Ankur Sinha, Pekka Malo, K. Deb
2013Annual Conference on Genetic and Evolutionary Computation15 citations
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Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function
Ankur Sinha, S. Bedi, K. Deb
2018IEEE Congress on Evolutionary Computation14 citations
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A Multiobjective Exploratory Procedure for Regression Model Selection
Ankur Sinha, Pekka Malo, Timo Kuosmanen
201213 citations Open access
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Accounting for political opinions, power, and influence: A Voting Advice Application
Tommi Pajala, P. Korhonen, Pekka Malo, Ankur Sinha +2 more
2018European Journal of Operational Research12 citations
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Bilevel Multi-Objective Optimization and Decision Making
Ankur Sinha, K. Deb
201312 citations
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