Comparative experiment. by Xinwei Wang (352488)

“…This paper studies UAV target detection algorithm based on deep learning, in order to improve detection accuracy and speed, and meet the needs of UAV autonomous perception under the background of low altitude economy. …”

Presentation 1_Nonlinear kernel-based fMRI activation detection.pdf by Chendi Han (22221919)

“…This study aims to expand the current KCCA method to arbitrary nonlinear kernels. Our contributions are twofold: First, we propose an inverse mapping algorithm that works for general types of nonlinear kernels. …”

Presentation 2_Nonlinear kernel-based fMRI activation detection.zip by Chendi Han (22221919)

“…This study aims to expand the current KCCA method to arbitrary nonlinear kernels. Our contributions are twofold: First, we propose an inverse mapping algorithm that works for general types of nonlinear kernels. …”

Data Sheet 1_A coordinated control strategy for active transient voltage support in DFIG-based wind farms.zip by Song Yuyan (21085163)

“…Subsequently, an improved Q-learning algorithm is developed, based on the sensitivity of voltage. …”

Video 1_Design and control of a low-cost non-backdrivable end-effector upper limb rehabilitation device.mp4 by Fulan Li (20356680)

“…These algorithms achieve O(n) runtime complexity for any arbitrary trajectory. …”

Deep Neural Network for Functional Graphical Models Structure Learning by Shuoyang Wang (22127443)

“…In this paper, we propose a novel and flexible method to estimate the neighborhood of each node using a deep neural network-based functional data regression and feature selection approach with an arbitrary nonparametric form. …”

Bayesian Geostatistics Using Predictive Stacking by Lu Zhang (50563)

“…We devise stacking of means and posterior densities in a manner that is computationally efficient without resorting to iterative algorithms such as Markov chain Monte Carlo (MCMC) and can exploit the benefits of parallel computations. …”

Portable Library for Homomorphic Encrypted Machine Learning on FPGA Accelerated Cloud Cyberinfrastructure by Zhihan Xu (17049357)

“…Homomorphic Encryption (HE), which allows arbitrary computations on encrypted data, provides a potential solution to these challenges. …”

Integrating urinary metabolomics and clinical datasets for multi-cancer detection by Dongyong Lee (18786694)

“…</p><p dir="ltr">- Report details such as train/validation splits, cross-validation schemes, and performance metrics when publishing work based on this dataset.</p><p><br></p>…”