47 citations · 155 across the 17 of their papers we have counts for
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cs.LG2021
Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities
Waddah Saeed, Christian Omlin
The past decade has seen significant progress in artificial intelligence (AI), which has resulted in algorithms being adopted for resolving a variety of problems. However, this suc…
cs.AI2021★ 6 cited
Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality
Charl Maree, Christian W. Omlin
Customer segmentation has long been a productive field in banking. However, with new approaches to traditional problems come new opportunities. Fine-grained customer segments are n…
cs.LG2021
Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation
Charl Maree, Christian W. Omlin
Micro-segmentation of customers in the finance sector is a non-trivial task and has been an atypical omission from recent scientific literature. Where traditional segmentation clas…