Randy Goebel
- Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions
2021/12/21 by Shahin Atakishiyev, Atakishiyev, Shahin, Mohammad Salameh +5 · 17 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
2025/03/13 by Weihao Xuan, Xuan, Weihao, Rui Yang +61 · 21 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- Explaining Autonomous Driving Actions with Visual Question Answering
2023/07/19 by Shahin Atakishiyev, Mohammad Salameh, Atakishiyev, Shahin +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving
2024/03/18 by Shahin Atakishiyev, Mohammad Salameh, Atakishiyev, Shahin +3 · 3 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Impact of AI and Big Data on Business and Society #Robotics (cs.RO)
- Approximation algorithms for two-machine flow-shop scheduling with a conflict graph
2018/03/07 by Yinhui Cai, Guangting Chen, Cai, Yinhui +11 · 1 citation
Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Data Structures and Algorithms (cs.DS) #F.2.2 #FOS: Computer and information sciences #G.2.1 #G.4 #Optimization and Search Problems #Scheduling and Optimization Algorithms
- How well do SOTA legal reasoning models support abductive reasoning?
2023/04/14 by Ha-Thanh Nguyen, Nguyen, Ha-Thanh, Randy Goebel +7 · 2 citations
Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #FOS: Computer and information sciences #Legal Language and Interpretation #Logic in Computer Science (cs.LO)
- A local search 4/3-approximation algorithm for the minimum 3-path partition problem
2018/12/21 by Yong Chen, Randy Goebel, Chen, Yong +13 · 1 citation
Computer Science · Mathematics · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Limits and Structures in Graph Theory
- A multi-component framework for the analysis and design of explainable artificial intelligence
2020/05/05 by Shahin Atakishiyev, Atakishiyev, S., Housam Khalifa Bashier Babiker +15 · 1 citation
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models
2024/10/05 by Teruaki Hayashi, Hiroki Sakaji, Hayashi, Teruaki +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling