BAI-OptiMa project
Major active project
BAI-OptiMa (BenAI Optimal individualised decision Making foundational framework and algorithms) project is based on future intelligence envisaged by BenAI, which was originated from Clinical Decision Support System and is being generalised
Major Innovations
AI Theory
Inductive Learning: a fourth learning method after Supervised Learning, Unsupervised Learning, Reinforcement Learning
Maths
Decision logic (D-logic) extends traditional classification based decision-making
Architecture
- The GID model: prediction module + rules module + trainable process module + rule-enforcement-module
- Enabling small dataset training by introducing SDAaa generalisation and 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
Technical documentation
Around 10 algorithms