IEEE

Laser cladding path planning algorithm based on surface point cloud data

Abstract: In order to improve the quality and efficiency of laser cladding, an optimized path planning method is proposed for curved parts. A 3D laser scanner is used to obtain the 3D point cloud data ...
IEEE

Material Performance Prediction and Mechanical Structure Optimization Design Algorithm Based on Multi-Source Heterogeneous Data Fusion

Abstract: Based on DL (Deep Learning) technology, this paper develops an advanced algorithm which can accurately predict the properties of materials, and applies it to the optimal design of mechanical ...
IEEE

Application of Decision Tree Intelligent Algorithm in Mathematical Modeling Structure of Automation Control

Abstract: In order to establish a delay automatic control model with lower control error and better reduction of uplink load, based on existing work, this paper ...
IEEE

A Study on Artillery Firing Data Solving Method Based on Improved Genetic Algorithm

Abstract: Artillery, as the primary firepower weapon for ground and naval forces, plays a crucial role in modern warfare. However, modern information warfare poses severe challenges to artillery ...
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Cosine Similarity for Data Science – Complete Tutorial

Learn how cosine similarity works and how to use it in data science, machine learning, and NLP tasks. Practical examples included. #CosineSimilarity #DataScience #MachineLearning Arnold Schwarzenegger ...
IEEE

A Multifeature Combined Cloud-Snow Differentiation Algorithm for Gaofen-1 WFV Data Using Temperature, Temporal, and Spectral Characteristics

Abstract: Cloud detection plays a significant role in optical imagery, but snow has similar spectral characteristics to clouds in visible and near-infrared bands. The multifeature combined (MFC) ...
IEEE

Change Point Detection For FOGs Scale Factor Test Data Using Pruned Exact Linear Time (PELT) Algorithm

Abstract: With the increasing demand for batch testing of fiber optic gyroscopes (FOGs) scale factor, accurate and low-complexity change point detection methods are essential for identifying state ...
IEEE

FSAC-IA: A Hierarchical Constructed SAC-IA Algorithm for Point Cloud Alignment Acceleration

Abstract: Point cloud alignment plays a crucial role in numerous fields and applications, enabling the integration, analysis, and reconstruction of 3D data. SAmple Consensus Initial Alignment (SAC-IA) ...
IEEE

A Robust and Automatic Algorithm for TLS–ALS Point Cloud Registration in Forest Environments Based on Tree Locations

Abstract: Fusing of terrestrial laser scanning (TLS) and airborne laser scanning (ALS) point cloud data has been recognized as an effective approach in forest studies. In this regard, co-registration ...
IEEE

SHERPA: Explainable Robust Algorithms for Privacy-Preserved Federated Learning in Future Networks to Defend Against Data Poisoning Attacks

Abstract: With the rapid progression of communication and localisation of big data over billions of devices, distributed Machine Learning (ML) techniques are emerging to cater for the development of ...