← Back to Research Radar
Academic Publication Academic Publication

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

501
Citations
June 1, 2024
Published Date

Research Abstract & Technology Focus

No abstract provided for this literature.
explainable artificial intelligence manifesto challenges interdisciplinary
Read Full Literature

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

crossref.org › academic paper
100%
🔥

Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

No description provided.
crossref.org › academic paper
0%

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

eXplainable artificial intelligence (XAI) methods have emerged to convert the black box of machine learning (ML) models into a more digestible form. These methods help to communicate how the model ...
crossref.org › academic paper
0%

Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence

This paper focuses on the use of local Explainable Artificial Intelligence (XAI) methods, particularly the Local Rule-Based Explanations (LORE) technique, within healthcare and medical settings. It...
crossref.org › academic paper
0%

Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection

AbstractExplainable artificial intelligence (XAI) has gained much interest in recent years for its ability to explain the complex decision-making process of machine learning (ML) and deep learning ...
openalex.org › research concept
0%

Artificial Intelligence for Social Good: Transforming the Lives of Tribal Women Entrepreneurs

The convergence of Artificial Intelligence for Social Good (AI4SG) and the marginalized economic sectors is a boundary in the inclusive technological development. The study explores the potential o...

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions'?

This literature focuses on:

Are there open-source GitHub repositories related to Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions?

Yes, open-source projects like BigBodyCobain/Shadowbroker (Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic ev...) are actively building upon these concepts.

Which startups are commercializing the technology behind Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions?

Products like JusticeFlow - AI-Powered Legal Practice are bringing this to market. Their focus is: Legal Practice Management with AI-Powered Intelligence.

What other academic literature is closely related to 'Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions'?

Yes, highly correlated activity was mapped. An entry titled 'Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions' discusses this: No description provided.

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.

Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

Associated Media Narrative