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Assessing variable importance in clustering: a new method based on unsupervised binary decision trees

Ghattas Badih , Michel Pierre , Boyer Laurent
Computational Statistics, 2019, 34 (1), pp.301-321. ⟨10.1007/s00180-018-0857-0⟩
Article dans une revue hal-02007388v1

Variable Importance in Clustering Using Binary Decision Trees

Badih Ghattas , Pierre Michel
22nd International Conference on Computational Statistics, Aug 2016, oviedo, Spain
Communication dans un congrès hal-03581880v1
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Measuring the Quality of Life in Patients with Multiple Sclerosis in Clinical Practice: A Necessary Challenge

Karine Baumstarck , Laurent Boyer , Mohamed Boucekine , Pierre Michel , Jean Pelletier , et al.
Multiple sclerosis international, 2013, 2013, pp.524894. ⟨10.1155/2013/524894⟩
Article dans une revue hal-01096974v1

Clustering ordinal data using binary decision trees

Badih Ghattas , Pierre Michel
21nd International Conference on Computational Statistics, 2014, Geneva, Switzerland. pp.617-624
Communication dans un congrès hal-03581985v1
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Adherence to medication is associated with non-planning impulsivity in euthymic bipolar disorder patients

Raoul Belzeaux , Laurent Boyer , Pascale Mazzola-Pomietto , Pierre Michel , Nadia Correard , et al.
Journal of Affective Disorders, 2015, 184, pp.60--66. ⟨10.1016/j.jad.2015.05.041⟩
Article dans une revue hal-01985796v1

Clustering nominal data using unsupervised binary decision trees: Comparisons with the state of the art methods

Badih Ghattas , Pierre Michel , Laurent Boyer
Pattern Recognition, 2017, 67, pp.177 - 185. ⟨10.1016/j.patcog.2017.01.031⟩
Article dans une revue hal-01620109v1