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Tag: Interpretability

Research

Bearing fault diagnosis: why predictive maintenance demands interpretable features

Vicente García Díazby Vicente García DíazJune 23, 2026June 25, 2026

The problem: “blind” prediction sacrifices reliability When we tackle complex predictive maintenance in Industry 4.0, such as anticipating bearing failures in rotating machinery, the massive …

Bearing fault diagnosis: why predictive maintenance demands interpretable features Read More
Research

MCTS for rectangle packing: why industrial optimization demands interpretable algorithms

Vicente García Díazby Vicente García DíazJune 22, 2026June 25, 2026

The problem: “blind” optimization sacrifices reliability When we tackle complex combinatorial problems in industry, such as 2D rectangle packing for logistics or raw material processing, …

MCTS for rectangle packing: why industrial optimization demands interpretable algorithms Read More
Popular Science

The student who tried to dodge an exam at MIT and ended up creating the algorithm that compresses the Internet

Vicente García Díazby Vicente García DíazJune 21, 2026June 23, 2026

Every time you send a photo on WhatsApp, load a website, or play a song on your phone, there’s a mathematical idea from the early …

The student who tried to dodge an exam at MIT and ended up creating the algorithm that compresses the Internet Read More
Research

JGraphs: why interpretable AI demands algorithmic observability tools

Vicente García Díazby Vicente García DíazJune 10, 2026June 25, 2026

The problem: no practical interpretability without the right tools When we discuss inherently Interpretable AI and Trustworthy Algorithms, our attention almost always gravitates toward designing …

JGraphs: why interpretable AI demands algorithmic observability tools Read More

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