Latest Articles for Explainable AI

Artificial Intelligence Making Sense of AI with Democratic Principles

Discover how the D'Hondt method enhances the understanding of AI decisions.

2025-05-28T19:39:54+00:00 ― 6 min read

Machine Learning The Role of AI in Modern Healthcare

AI tools can support doctors in patient care and decision-making.

2025-05-28T11:10:57+00:00 ― 9 min read

Machine Learning Prostate Cancer: Assessing Risks with MRI Technology

New approaches in MRI analysis can help prioritize serious prostate cancer cases.

2025-05-28T05:44:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Visual-TCAV: Shedding Light on AI Decisions

Visual-TCAV helps explain AI's image classification by showing important features.

2025-05-27T15:23:24+00:00 ― 7 min read

Cryptography and Security Evaluating URL Detection for Phishing Threats

This study assesses the reliability of features for phishing URL detection across datasets.

2025-05-23T16:07:30+00:00 ― 6 min read

Machine Learning AI in Healthcare: The Need for Clarity

Understanding AI's role in medicine through explainable AI (XAI) techniques.

2025-05-23T02:51:27+00:00 ― 7 min read

Machine Learning Machine Unlearning: Balancing Privacy and Performance

Exploring how machines forget data while maintaining privacy and function.

2025-05-16T08:29:20+00:00 ― 7 min read

Machine Learning Aligning Course Outcomes and Program Goals with Technology

Learn how tech streamlines education by aligning course outcomes with program goals.

2025-05-14T11:44:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Explainable AI: A New Approach

A fresh method for clearer AI decisions and explanations.

2025-05-13T01:32:00+00:00 ― 7 min read

Machine Learning Understanding Explainable AI and Near Misses Analysis

Discover how XAI and NMA clarify AI decision-making processes.

2025-05-09T12:14:40+00:00 ― 9 min read

Computer Vision and Pattern Recognition Synthetic Data: A New Age in Object Detection

Researchers use synthetic data and explainable AI to improve object detection models.

2025-04-24T06:03:45+00:00 ― 5 min read

Artificial Intelligence Navigating the Challenges of Explainable AI

Exploring evaluation issues in Explainable Artificial Intelligence and the quest for trust.

2025-04-03T20:54:36+00:00 ― 6 min read

Computational Physics The Impact of Physics-Based Simulations

Discover how simulations transform research and innovation across various fields.

2025-03-27T17:29:02+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling Bias in Facial Analysis AI

Addressing ethical concerns in AI-driven facial analysis technologies.

2025-03-24T02:30:18+00:00 ― 6 min read

Artificial Intelligence Reimagining Workforce Allocation: A New Approach

A tool that enhances task assignment through clear explanations and user interaction.

2025-03-11T20:47:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Stability in Explainable AI: A Deep Dive

Researchers work to make AI explanations clearer and more reliable.

2025-03-08T18:09:27+00:00 ― 6 min read

Machine Learning AgroXAI: Smart Farming for a Sustainable Future

AgroXAI uses technology to help farmers choose the best crops for their land.

2025-03-05T09:54:27+00:00 ― 6 min read

Machine Learning Revolutionizing Robotics with SMoSE: A Clear Path Ahead

Discover how SMoSE empowers robots with interpretable decision-making skills.

2025-02-24T22:52:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Enhancing Explainability in Vision Transformers with ViTmiX

ViTmiX combines techniques to improve understanding of Vision Transformers in AI.

2025-02-19T20:05:33+00:00 ― 6 min read

Sound The Challenge of Machine-Generated Music Detection

As machines produce music, we must protect human creativity through effective detection methods.

2025-02-17T18:07:12+00:00 ― 8 min read

Machine Learning Revolutionizing Healthcare with Machine Learning Advances

Exploring breakthroughs in machine learning for personalized medicine and improved healthcare outcomes.

2025-02-17T15:41:57+00:00 ― 10 min read

Computers and Society Shining a Light on AI: The Need for Algorithmic Transparency

Understanding AI decisions is crucial for trust and fairness in our society.

2025-02-14T06:52:39+00:00 ― 7 min read

Quantum Physics Decoding the Future of Quantum Machine Learning

An overview of the challenges and breakthroughs in explainable quantum AI.

2025-02-06T20:17:36+00:00 ― 6 min read

Image and Video Processing Synthetic Medical Images: A New Hope

Diffusion models create lifelike images, boosting medical training and protecting patient privacy.

2025-01-30T15:50:24+00:00 ― 7 min read

Artificial Intelligence The Rise of Explainable AI in Aeronautics

Discover how Explainable AI enhances safety in aerospace technology.

2025-01-30T03:20:42+00:00 ― 8 min read