Kovalerchuk, Boris

1. Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models
   2022/05/09 by Alex Worland, Worland, Alex, Sridevi Wagle +3 · 1 citation
   Computer Science · #Data Analysis with R #Data Mining Algorithms and Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions
   2022/05/03 by Boris Kovalerchuk, Kovalerchuk, Boris, Răzvan Andonie +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences
3. Discovering Interpretable Machine Learning Models in Parallel\n Coordinates
   2021/06/14 by Boris Kovalerchuk, Kovalerchuk, Boris, Dustin Hayes +1 · 1 citation
   Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
4. Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates
   2021/07/11 by McDonald, Rose, Kovalerchuk, Boris · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
5. Visual Knowledge Discovery with General Line Coordinates
   2023/05/28 by Lincoln Huber, Boris Kovalerchuk, Huber, Lincoln +3 · 1 citation
   Computer Science · #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification