PaperMetrixEvidence-aware discovery
EN
Interface language English EN العربية AR Türkçe TR
Create account
Researcher profile

Oleh Ivchenko

10 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. [Medical ML] Explainable AI (XAI) for Clinical Trust: Bridging the Black Box Gap

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Part of the Medical ML Research Series: Machine Learning for Medical Diagnosis in Ukrainian Healthcare. Published on Stabilarity Research Hub.

  2. AI Economics: Transfer Learning Economics — Leveraging Pre-trained Models

    2026 · Open MIND

    Analysis of transfer learning economics and cost optimization strategies for leveraging pre-trained models in enterprise AI deployments.

  3. Hierarchical Clustering Taxonomy: From Dendrograms to Modern Extensions

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: Hierarchical Clustering Taxonomy: From Dendrograms to Modern Extensions

  4. Specification Languages for AI: From Natural Language to Formal Methods

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: Specification Languages for AI: From Natural Language to Formal Methods

  5. Specialized vs General Models — When to Use Domain-Specific AI

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: Specialized vs General Models — When to Use Domain-Specific AI

  6. Marketing AI: Introduction - The AI Revolution in Marketing

    2026 · Open MIND

    Research article from Stabilarity Research Hub: Marketing AI: Introduction - The AI Revolution in Marketing

  7. Long-Context Retrieval Benchmarks — Needle-in-Haystack and Beyond

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: Long-Context Retrieval Benchmarks — Needle-in-Haystack and Beyond

  8. XAI Specification Frameworks: From Natural Language to Formal Explainability Requirements

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: XAI Specification Frameworks: From Natural Language to Formal Explainability Requirements

  9. Reproducibility in XAI Research: Open Source Benchmarks for Explanation Quality

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: Reproducibility in XAI Research: Open Source Benchmarks for Explanation Quality

  10. The Bus Factor of XAI: Community Risk in Critical Open Source Explainability Tools

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    Research article: The Bus Factor of XAI: Community Risk in Critical Open Source Explainability Tools