Search Results for author: Caesar Wu

Found 5 papers, 1 papers with code

Transformer Multivariate Forecasting: Less is More?

1 code implementation30 Dec 2023 Jingjing Xu, Caesar Wu, Yuan-Fang Li, Pascal Bouvry

From the model perspective, one of the PCA-enhanced models: PCA+Crossformer, reduces mean square errors (MSE) by 33. 3% and decreases runtime by 49. 2% on average.

Temporal Sequences Time Series +1

Trustworthy AI: Deciding What to Decide

no code implementations21 Nov 2023 Caesar Wu, Yuan-Fang Li, Jian Li, Jingjing Xu, Bouvry Pascal

We aim to use this framework to conduct the TAI experiments by quantitive and qualitative research methods to satisfy TAI properties for the decision-making context.

Decision Making

Survey of Trustworthy AI: A Meta Decision of AI

no code implementations1 Jun 2023 Caesar Wu, Yuan-Fang Lib, Pascal Bouvry

When making strategic decisions, we are often confronted with overwhelming information to process.

Decision Making Fairness

The Emerging Artificial Intelligence Protocol for Hierarchical Information Network

no code implementations19 Feb 2023 Caesar Wu, Pascal Bouvry

The recent development of artificial intelligence enables a machine to achieve a human level of intelligence.

Decision Making

Strategic Decisions Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective

no code implementations22 Oct 2022 Caesar Wu, Kotagiri Ramamohanarao, Rui Zhang, Pascal Bouvry

Strategic Decision-Making is always challenging because it is inherently uncertain, ambiguous, risky, and complex.

Decision Making

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