Doran, Derek

1. Explainable Deep Learning: A Field Guide for the Uninitiated
   2020/04/30 by Gabrielle Ras, Gabriëlle Ras, Ras, Gabrielle +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 · 26 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, Sarah Schulz, Doran, Derek +3 · 6 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
5. Reasoning over RDF Knowledge Bases using Deep Learning
   2018/11/09 by Monireh Ebrahimi, Md Kamruzzaman Sarker, Ebrahimi, Monireh +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
6. Visual Entailment Task for Visually-Grounded Language Learning
   2018/11/26 by Ning Xie, Xie, Ning, Farley Lai +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
7. Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection
   2019/03/13 by Zabihimayvan, Mahdieh, Doran, Derek · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)