'Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python', by Caglar Demir et al.

http://jmlr.org/papers/v26/24-1113.html

#owl #ontolearn #sparql

We are delighted that our paper "ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling" by N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir & Axel Ngonga has been accepted at #IJCAI2024 #MainTrack.🤩🥳

👉 In ROCES, we introduce a generalization of the classical class expression learning problem. We also propose a learning algorithm for synthesis-based approaches to solve the generalized learning problem.

#XAI #Ontolearn #machinelearning

🚀 Exciting news! 🚀

Ontolearn 0.7.0 is now released! This update brings some amazing features:

🔍 Drill, Tree-based DL Learner (tDL), and CLIP now available!
📚 Introducing the Triple Store Knowledge Base for SPARQL endpoint queries.
🛠 Changes to the KnowledgeBase class for triple retrieval and more convenience.

Upgrade now with pip install -U ontolearn and explore the latest enhancements! Check out the release notes here https://github.com/dice-group/Ontolearn/releases/tag/0.7.0

#Ontolearn #DataScience #XAI