A Method for Identifying Local Drug Names in Xinjiang Based on BERT-BiLSTM-CRF
This paper proposes a BERT-BiLSTM-CRF Xinjiang local drug name recognition method embedded in the BERT (Bidirectional Encoder Representations from Transformers) pre-training language model. The method is pre-trained by the two-way Transformer ...
A New Technique of Invariant Statistical Embedding and Averaging Via Pivotal Quantities for Intelligent Constructing Efficient Statistical Decisions under Parametric Uncertainty
In the present paper, a new technique of invariant embedding of sample statistics in a decision criterion (performance index) and averaging this criterion via pivotal quantities is proposed for intelligent constructing efficient (optimal, ...
A New Three-Motor Drive System Using Fuzzy Active Disturbance Rejection Control
Three-motor synchronous drive system is a multi-input multi-output, nonlinear and strongly coupled system, which is widely used in the driving field of high precision coordinated control such as paper-making, printing, electric locomotive, etc. A ...
Influence of Fractal Dimension on Network Anomalies Binary Classification Quality Using Machine Learning Methods
In this paper, it is proposed to improve the efficiency of binary classification of network traffic anomalous behavior by introducing an additional informative feature – fractal dimension. The overall effectiveness of the proposed method is ...
Heuristic Hybrid Bacterial Foraging Algorithm for the Pose Detection of Backlight Units
The liquid crystal display module (LCM), which is used to show images and videos, is the most significant component of LCD TV. To assembly a LCM, the open cell should be put exactly into the backlight unit (BLU). To accomplish the task quickly, ...
A New Validity Index in Overlapping Clusters for Medical Images
Detecting automatically overlapping structures is a major issue in segmentation. In addition, the assessment of the quality of the clusters produced by fuzzy segmentation algorithms is one of the challenging tasks in segmentation process. To ...
Analysis of the Predicting Neural Network Person Recognition System by Picture Image
The article discusses the capabilities of intelligent biometric systems of human authentication on the example of face recognition in security surveillance systems on a ship using the mathematical apparatus of artificial neural networks (NN). ...
Study of Tool Wear Monitoring Using Machine Vision
In order to improve tool utilization and reduce tool costs in milling processing, this paper presented a new approach to monitor tool wear status and replace tool in time by machine vision technology. A tool wear monitoring system was established. ...
Mathematical Analysis of the Nanosecond Pulse Generator on Two SRD Diodes Used in UWB Radars
This paper describes mathematically an expanded circuit additionally containing parasitic capacitors and inductors for the pulser circuit on two SRDs, which allows a relatively wide range to vary the output pulse duration with a rise time and fall ...
