SELF-SUPERVISED LEARNING-BASED TIME SERIES CLASSIFICATION VIA HIERARCHICAL SPARSE CONVOLUTIONAL MASKED-AUTOENCODER

Self-Supervised Learning-Based Time Series Classification via Hierarchical Sparse Convolutional Masked-Autoencoder

In recent years, the use of time series analysis has become widespread, prompting researchers to explore methods to improve classification.Time series self-supervised learning has emerged as a significant area of study, aiming to uncover patterns in unlabeled data for richer information.Contrastive self-supervised learning, particularly, has gained

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Utilization of Municipal Solid Waste Incineration Fly Ash for Non-Bearing Masonry Units Containing Coconut Fiber

This research investigated the properties of coconut fiber (CF) reinforced lateritic soil (LS) mixed with municipal solid waste incineration fly ash (MSWI FA) based geopolymer as a green construction material.The MSWI FA was a by-product of the municipal solid waste burning process to generate electricity.The influence factors studied included LS/M

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Non-Contact Experiment Investigation of the Interaction between the Soil and Underground Granary Subjected to Water Buoyancy

The buoyancy of underwater can cause the underground granary to overall float, or even overturn, and the interaction between the soil and underground granary is the key to its Wire Harness stability.This paper introduces a non-contact experiment system utilizing the digital image correlation (DIC) technology and particle image velocity (PIV) techno

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Population fluctuations of thrips (Thysanoptera) and their relationship to the phenology of rice in Babolsar (Mazandaran Province, Iran)

The objective of this study was to identify the species of thrips associated with rice crops in order to determine population fluctuation of the dominant species.Studies were conducted during the month of April to August in the year 2017 form different growth stages of rice in Babolsar city, Mazandaran Province (Northern Iran).Samplings were done f

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An Exploratory Multi-Case Study of the Health and Wellbeing Needs, Relationships and Experiences of Health and Social Care Service Users and the People who Support them at Home

Introduction: International policies and legislation set a precedence of person-centred sustainable integrated Health and Social Care (HSC) that meets the health and wellbeing needs of service users through improved experiences.However, current research focuses on service models, with fewer studies investigating experiences and needs.Methods: This

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