Behrouz Babaki

Orcid: 0000-0002-0512-4323

According to our database1, Behrouz Babaki authored at least 22 papers between 2014 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Exact stochastic constraint optimisation with applications in network analysis.
Artif. Intell., 2022

2021
Local search for constrained graph clustering in biological networks.
Comput. Oper. Res., 2021

Individual Fairness in Kidney Exchange Programs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Unifying Framework for Fairness-Aware Influence Maximization.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Solving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search.
Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

Parallel Planning using a Lazy Clause Generation Solver.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Combinatorial Search in CP-Based Iterated Belief Propagation.
Proceedings of the Principles and Practice of Constraint Programming, 2020

Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A Declarative Approach to Fairness in Relational Domains.
IEEE Data Eng. Bull., 2019

Compiling Stochastic Constraint Programs to And-Or Decision Diagrams.
CoRR, 2019

Stochastic Constraint Propagation for Mining Probabilistic Networks.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Lifted Hinge-Loss Markov Random Fields.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams.
CoRR, 2018

Fairness in Relational Domains.
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

Fairness-Aware Relational Learning and Inference.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
On Constraints, Optimisation, Probability and Data Mining ; Over constraints, optimisatie, probability en data mining.
PhD thesis, 2017

Prediction-based optimization for online People and Parcels share a ride taxis.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Stochastic Constraint Programming with And-Or Branch-and-Bound.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Combining Stochastic Constraint Optimization and Probabilistic Programming - From Knowledge Compilation to Constraint Solving.
Proceedings of the Principles and Practice of Constraint Programming, 2017

2016
Modeling in MiningZinc.
Proceedings of the Data Mining and Constraint Programming, 2016

2015
Constraint-Based Querying for Bayesian Network Exploration.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

2014
Constrained Clustering Using Column Generation.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014


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