BAI-OptiMa project

Major active project

BAI-OptiMa (BenAI Optimal individualised decision Making foundational framework and algorithms) project

Major Innovations

AI Theory

Inductive Learning: a fourth learning method after Supervised Learning, Unsupervised Learning, Reinforcement Learning

Maths

Decision logic (D-logic), a leap towards approaching human intelligence making decisions

Architecture

• The GID model: prediction module, probabilistic rules module, trainable process module, rule-enforcement module
• Enable small dataset training by introducing domain knowledge

Algorithms

• The logic-MCUR algorithm: implementation of D-logic
• The DoNDe algorithm: model-agnostic AI explainability
• The DEENa algorithm: extract domain data/rules from natural language
• The SiR algorithm: find similar cases

Recent Documentation

Around 10 algorithms BAI-OptiMa.pdf

Application area

Critical areas: Clinical Decision Support System