Introducing EEG Analyses to Help Personal Music Preference Prediction

1 code implementation • 24 Apr 2024 • Zhiyu He, Jiayu Li, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma

Meanwhile, EEG signals are collected with a portable device.

EEG Recommendation Systems

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation

no code implementations • 1 Apr 2024 • Shaorun Zhang, Zhiyu He, Ziyi Ye, Peijie Sun, Qingyao Ai, Min Zhang, Yiqun Liu

To address these challenges and provide a more comprehensive understanding of user affective experience and cognitive activity, we propose EEG-SVRec, the first EEG dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation.

EEG Recommendation Systems

Towards a Systems Theory of Algorithms

no code implementations • 25 Jan 2024 • Florian Dörfler, Zhiyu He, Giuseppe Belgioioso, Saverio Bolognani, John Lygeros, Michael Muehlebach

Traditionally, numerical algorithms are seen as isolated pieces of code confined to an {\em in silico} existence.

Decision Making

Resilient Average Consensus: A Detection and Compensation Approach

no code implementations • 22 Feb 2022 • Wenzhe Zheng, Zhiyu He, Jianping He, Chengcheng Zhao, Chongrong Fang

We characterize the adverse impact of misbehaving nodes in a distributed manner via two-hop communication information and develop a deterministic detection-compensation-based consensus (D-DCC) algorithm with a decaying fault-tolerant error bound.