Constrained Clustering Using Column Generation. - Behrouz Babaki; Tias Guns; Siegfried Nijssen (CPAIOR, 2014)

Constraint-Based Querying for Bayesian Network Exploration. - Behrouz Babaki; Tias Guns; Siegfried Nijssen; Luc De Raedt (IDA, 2015)

Modeling in MiningZinc. - Anton Dries; Tias Guns; Siegfried Nijssen; Behrouz Babaki; Thanh Le Van; Benjamin Négrevergne; Sergey Paramonov 001; Luc De Raedt (Data Mining and Constraint Programming, 2016)

Combining Stochastic Constraint Optimization and Probabilistic Programming - From Knowledge Compilation to Constraint Solving. - Anna L. D. Latour; Behrouz Babaki; Anton Dries; Angelika Kimmig; Guy Van den Broeck; Siegfried Nijssen (CP, 2017)

Stochastic Constraint Programming with And-Or Branch-and-Bound. - Behrouz Babaki; Tias Guns; Luc De Raedt (IJCAI, 2017)

Prediction-based optimization for online People and Parcels share a ride taxis. - Van Son Nguyen; Behrouz Babaki; Anton Dries; Pham Quang Dung; Nguyen Xuan (KSE, 2017)

On Constraints, Optimisation, Probability and Data Mining ; Over constraints, optimisatie, probability en data mining. - Behrouz Babaki (2017)

Fairness-Aware Relational Learning and Inference. - Golnoosh Farnadi; Behrouz Babaki; Lise Getoor (AAAI Workshops, 2018)

Fairness in Relational Domains. - Golnoosh Farnadi; Behrouz Babaki; Lise Getoor (AIES, 2018)

Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams. - Anna L. D. Latour; Behrouz Babaki; Siegfried Nijssen (CoRR, 2018)

Lifted Hinge-Loss Markov Random Fields. - Sriram Srinivasan 004; Behrouz Babaki; Golnoosh Farnadi; Lise Getoor (AAAI, 2019)

Stochastic Constraint Propagation for Mining Probabilistic Networks. - Anna Louise D. Latour; Behrouz Babaki; Siegfried Nijssen (IJCAI, 2019)

Compiling Stochastic Constraint Programs to And-Or Decision Diagrams. - Behrouz Babaki; Golnoosh Farnadi; Gilles Pesant (CoRR, 2019)

A Declarative Approach to Fairness in Relational Domains. - Golnoosh Farnadi; Behrouz Babaki; Lise Getoor (IEEE Data Eng. Bull., 2019)

Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. - YooJung Choi 001; Golnoosh Farnadi; Behrouz Babaki; Guy Van den Broeck (AAAI, 2020)

Combinatorial Search in CP-Based Iterated Belief Propagation. - Behrouz Babaki; Bilel Omrani; Gilles Pesant (CP, 2020)

Parallel Planning using a Lazy Clause Generation Solver. - Behrouz Babaki; Gilles Pesant (ICTAI, 2020)

Solving Classical AI Planning Problems Using Planning-Independent CP Modeling and Search. - Behrouz Babaki; Gilles Pesant; Claude-Guy Quimper (SOCS, 2020)

A Unifying Framework for Fairness-Aware Influence Maximization. - Golnoosh Farnadi; Behrouz Babaki; Michel Gendreau (WWW (Companion Volume), 2020)

Individual Fairness in Kidney Exchange Programs. - Golnoosh Farnadi; William St-Arnaud; Behrouz Babaki; Margarida Carvalho (AAAI, 2021)

Local search for constrained graph clustering in biological networks. - Duy-Hoang Tran; Behrouz Babaki; Dries Van Daele; Pieter Leyman; Patrick De Causmaecker (Comput. Oper. Res., 2021)

Exact stochastic constraint optimisation with applications in network analysis. - Anna L. D. Latour; Behrouz Babaki; Daniël Fokkinga; Marie Anastacio; Holger H. Hoos; Siegfried Nijssen (Artif. Intell., 2022)