Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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295 results for Neuro-symbolic AI

IBM Scenario Planning Advisor: A Neuro-Symbolic ERM solution
- - Mark Feblowitz
  - Oktie Hassanzadeh
  - et al.
- 2020
- ICAPS 2020
Knowledge-Based News Event Analysis & Forecasting Toolkit
- - Oktie Hassanzadeh
  - Parul Awasthy
  - et al.
- 2022
- IJCAI 2022
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop
- - Dakuo Wang
  - Parikshit Ram
  - et al.
- 2020
- IUI 2020
Predicting Drug-Drug Interactions Through Similarity-Based Link Prediction Over Web Data
- - Achille Fokoue
  - Oktie Hassanzadeh
  - et al.
- 2016
- WWW 2016
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
- - James McCarthy
  - Rahul Nair
  - et al.
- 2022
- IJCAI 2022
STONE: Signal Temporal Logic Neural Network for Time Series Classification
- - Ruixuan Yan
  - Agung Julius
  - et al.
- 2021
- ICDM 2021
Lale: Consistent Automated Machine Learning
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2020
- KDD 2020
Delfi: Online Planner Selection for Cost-Optimal Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2018
- ICAPS 2018
Towards a Benchmark for Causal Business Process Reasoning with LLMs
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2024
- BPM 2024
What makes a Model Compositional? A Neuro-Symbolic Theoretical View
- - Parikshit Ram
  - Tim Klinger
  - et al.
- 2024
- IJCAI 2024