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Boris Kovalerchuk

Identifiers

  • name variant Boris Kovalerchuk 0.60 · backfill

Papers (21)

  1. LLM Enhancement with Domain Expert Mental Model to Reduce LLM Hallucination with Causal Prompt Engineering cs.AI · 2025 · author #1
  2. Fully Explainable Classification Models Using Hyperblocks cs.LG · 2025 · author #3
  3. High-Dimensional Data Classification in Concentric Coordinates cs.HC · 2025 · author #2
  4. Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery cs.LG · 2025 · author #2
  5. Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates cs.LG · 2024 · author #2
  6. General Line Coordinates in 3D cs.HC · 2024 · author #2
  7. Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization cs.LG · 2023 · author #1
  8. Full High-Dimensional Intelligible Learning In 2-D Lossless Visualization Space cs.LG · 2023 · author #1
  9. Parallel Coordinates for Discovery of Interpretable Machine Learning Models cs.LG · 2023 · author #2
  10. Visual Knowledge Discovery with General Line Coordinates cs.LG · 2023 · author #2
  11. Explainable Mixed Data Representation and Lossless Visualization Toolkit for Knowledge Discovery cs.LG · 2022 · author #1
  12. Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models cs.LG · 2022 · author #3
  13. Interpretable Machine Learning for Self-Service High-Risk Decision-Making cs.LG · 2022 · author #2
  14. Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions cs.AI · 2022 · author #1
  15. Non-linear Visual Knowledge Discovery with Elliptic Paired Coordinates cs.LG · 2021 · author #2
  16. Self-service Data Classification Using Interactive Visualization and Interpretable Machine Learning cs.LG · 2021 · author #2
  17. Deep Learning Image Recognition for Non-images cs.LG · 2021 · author #1
  18. Full interpretable machine learning in 2D with inline coordinates cs.LG · 2021 · author #1
  19. Discovering Interpretable Machine Learning Models in Parallel Coordinates cs.LG · 2021 · author #1
  20. Probabilistic Dynamic Logic of Phenomena and Cognition cs.LO · 2010 · author #2
  21. Modeling of Phenomena and Dynamic Logic of Phenomena math.LO · 2010 · author #1

Mentions

  • 2509.10818 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2507.18450 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2506.06986 #3 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2502.07039 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2409.02079 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2403.13014 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2305.18434 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2305.18437 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2305.19132 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2305.18429 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2206.06476 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2205.04035 #3 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2205.04032 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2205.01296 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2106.14350 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2107.04974 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2107.04971 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2106.07568 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 2106.07474 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 1101.0082 #2 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 1012.5415 #1 · arxiv_oai · confidence 0.70 Boris Kovalerchuk
  • 1101.0082 #2 · backfill · confidence 0.70 Boris Kovalerchuk
  • 1012.5415 #1 · backfill · confidence 0.70 Boris Kovalerchuk

Frequent Coauthors