Yifan Zhang

ORCID: 0000-0003-4525-4795
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About
Contact & Profiles
Research Areas
  • Speech and Audio Processing
  • Advanced Battery Technologies Research
  • Underwater Acoustics Research
  • Music and Audio Processing
  • Machine Learning and ELM
  • Advancements in Battery Materials
  • Vehicle License Plate Recognition
  • Advanced Algorithms and Applications
  • Advanced Battery Materials and Technologies

Xi'an University of Science and Technology
2023

Support Vector Machine (SVM) is often used in regression and classification problems. However, SVM needs to find proper kernel function solve high-dimensional We propose an improved Sparrow Search Algorithm (ISSA-SVM) algorithm optimize the parameters. First, problem of slow convergence due lack ergodicity poor diversity initial population effectively overcome by using Sine chaotic map. Second, adaptive dynamic weight factors are induced not only balance global local search capabilities, but...

10.1109/access.2023.3234579 article EN cc-by IEEE Access 2023-01-01

The vanilla fusion methods still dominate a large percentage of mainstream audio-visual tasks. However, the effectiveness from theoretical perspective is worth discussing. Thus, this paper reconsiders signal fused in multimodal case bionics and proposes simple, plug-and-play, attention module for based on fundamental theory uncertainty theory. In addition, previous work dynamic gradient modulation relies decoupling modalities. So, decoupling-free scheme has been designed conjunction with...

10.48550/arxiv.2312.07212 preprint EN cc-by arXiv (Cornell University) 2023-01-01
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