Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Year

Mina: Multilevel knowledge-guided attention for modeling electrocardiography signals
- - Shenda Hong
  - Cao Xiao
  - et al.
- 2019
- IJCAI 2019
Similarity preserving representation learning for time series clustering
- - Qi Lei
  - Jinfeng Yi
  - et al.
- 2019
- IJCAI 2019
Failure-scenario maker for rule-based agent using multi-agent adversarial reinforcement learning and its application to autonomous driving
- - Akifumi Wachi
- 2019
- IJCAI 2019
Teaching AI agents ethical values using reinforcement learning and policy orchestration (extended abstract)
- - Ritesh Noothigattu
  - Djallel Bouneffouf
  - et al.
- 2019
- IJCAI 2019
Explainable deep neural networks for multivariate time series predictions
- - Roy Assaf
  - Anika Schumann
- 2019
- IJCAI 2019
Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2019
- IJCAI 2019
Reconet: An interpretable neural architecture for recommender systems
- - Francesco Fusco
  - Michalis Vlachos
  - et al.
- 2019
- IJCAI 2019
Balancing explicability and explanations for human-aware planning
- - Tathagata Chakraborti
  - Sarath Sreedharan
  - et al.
- 2019
- IJCAI 2019
Aligning learning outcomes to learning resources: A lexico-semantic spatial approach
- - Swarnadeep Saha
  - Malolan Chetlur
  - et al.
- 2019
- IJCAI 2019
Optimal exploitation of clustering and history information in multi-armed bandit
- - Djallel Bouneffouf
  - Srinivasan Parthasarathy
  - et al.
- 2019
- IJCAI 2019