CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics

28 March 2023

Papers citing "CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics"

8 / 8 papers shown

Title
DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach Chih-Jou Hsieh Catarina Moreira Chun Ouyang 50 29 0 19 Jul 2021
Long-term series forecasting with Query Selector -- efficient model of sparse attention J. Klimek Jakub Klímek W. Kraskiewicz Mateusz Topolewski AI4TS 108 6 0 19 Jul 2021
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 156 14,995 0 18 Jun 2020
Multi-Objective Counterfactual Explanations Susanne Dandl Christoph Molnar Martin Binder B. Bischl 64 259 0 23 Apr 2020
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 74 173 0 14 May 2019
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR Sandra Wachter Brent Mittelstadt Chris Russell MLAU 129 2,361 0 01 Nov 2017
Predictive Business Process Monitoring with LSTM Neural Networks Niek Tax I. Verenich M. Rosa Marlon Dumas 54 450 0 07 Dec 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016