Jianxun Li

Establishment of Effectiveness Evaluation Indicator System based on 1D-CNN

2020

Towards the decisive influence of substantial subjective factors in constructing effectiveness evaluation indicators, this article introduces a parallel one-dimensional convolutional neural network based on sample data. Then an objective method of constructing effectiveness evaluation indicator …

An Approach for GCI Fusion With Labeled Multitarget Densities

2020 · arXiv (Cornell University)

This paper addresses the Generalized Covariance Intersection (GCI) fusion method for labeled random finite sets. We propose a joint label space for the support of fused labeled random finite sets to represent the label association …

Development of Network Security Based on the Neural Network PSD Algorithm

2022 · Computational Intelligence and Neuroscience

The more frequent occurrence of network security incidents has an impact on network security. Through the research on network security situational awareness, this paper constructs a multilevel network security situation evaluation index system from various …

Optimizing Speech Recognition Models with Effective Confidence Calibrations

2024

In the domain of speech recognition, deep learning models have achieved tremendous success. Despite the increasing predictive performance of these models, there has been limited focus on uncertainty estimation and calibration, leading to unreliable confidence. …