Derek Doran

1. Explainable Deep Learning: A Field Guide for the Uninitiated
   2020/04/30 by Gabrielle Ras, Gabriëlle Ras, Ning Xie +6 · 5 voices · 6 citations
   Computer Science · #Explainable Artificial Intelligence (XAI)
2. Visual Entailment: A Novel Task for Fine-Grained Image Understanding
   2019/01/20 by Ning Xie, Farley Lai, Xie, Ning +5 · 24 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
3. What Does Explainable AI Really Mean? A New Conceptualization of Perspectives
   2017/10/02 by Derek Doran, Doran, Derek, Sarah Schulz +3 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
4. HELOC Applicant Risk Performance Evaluation by Topological Hierarchical Decomposition
   2018/11/26 by Kyle E. Brown, Brown, Kyle, Derek Doran +5 · 1 citation
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Topological and Geometric Data Analysis