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Autocleandeepfood: auto-cleaning and data balancing transfer learning for regional gastronomy food computing
Published 2024“…To address this issue, we present <i>AutoCleanDeepFood</i>, a novel end-to-end food computing framework for regional gastronomy that contains the following components: (i) a fully automated pre-processing pipeline for custom data sets creation related to specific regional gastronomy, (ii) a transfer learning-based training paradigm to filter out noisy labels through loss ranking, incorporating a Russian Roulette probabilistic approach to mitigate data imbalance problems, and (iii) a method for deploying the resulting model on smartphones for real-time inferences. …”
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Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval
Published 2024“…<p dir="ltr">Fault detection and diagnosis (FDD) systems play a crucial role in maintaining the adequate execution of the monitored process. …”
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Big Data Management in Smart Grids: Technologies and Challenges
Published 2021“…It is challenging the world computationally enough to develop new storage methods and data processing technologies. Managing big data involves data cleaning, integration of varied data sources, and decision-making applications. …”
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The what, where, who, why, which, and how of collaborative play involving autistic children in educational context: a contextual inquiry
Published 2024“…</p><h3>Results</h3><p dir="ltr">The study elicited six key themes from the interviews, coined as ‘5 W-H’, which encompassed the aspects of who (Actor), where (Location), what (Tool), why (Purpose), which (Sense), and how (Process) in terms of how collaborative play was conducted. …”
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A Comprehensive Analysis of Healthcare Big Data Management, Analytics and Scientific Programming
Published 2020“…Scientific programming play a significant role to overcome the existing issues and future problems involved in the management of large scale data in healthcare, such as by assisting in the processing of huge data volumes, complex system modelling, and sourcing derivations from healthcare data and simulations. …”
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An efficient approach for textual data classification using deep learning
Published 2022“…We clean the data, impute missing values, and eliminate the repeated columns. …”
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Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey
Published 2019“…Machine learning and big data analytics will undoubtedly play a critical role to enable the delivery of such smart services. …”
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An efficient and secure compression technique for data protection using burrows-wheeler transform algorithm
Published 2023“…The focus of this paper is to tackle the challenge of simultaneously compressing and encrypting data without affecting the efficacy of either process. …”
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Parkinson’s disease and schizophrenia interactomes contain temporally distinct gene clusters underlying comorbid mechanisms and unique disease processes
Published 2024“…</p><p dir="ltr">Correction to: Author Correction: Parkinson’s disease and schizophrenia interactomes contain temporally distinct gene clusters underlying comorbid mechanisms and unique disease processes: <a href="https://doi.org/10.1038/s41537-024-00455-3" rel="noreferrer" target="_blank">https://doi.org/10.1038/s41537-024-00455-3</a>, published online 21 February 2024.…”
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SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure Framework
Published 2023“…These systems need access to user data, which is a serious security violation. While users seek accurate opinions, they do not want to compromise their privacy in the process. …”
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Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model
Published 2021“…The proposed framework consists of two stages, namely, data cleaning, and model building. The data cleaning phase applies pre-processing techniques to the raw data and adds additional features of lag values. …”
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A Novel Steganography Technique for Digital Images Using the Least Significant Bit Substitution Method
Published 2022“…Various techniques used for secure communication in order to address these issues, steganography plays an important role. Steganography is the process of obfuscation that makes something incomprehensible and unclear. …”
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Manara - Lighting up the Globe, One Publication at a Time
Published 2025“…Manara supports academic publishers, government organizations, non-profits, research institutions, and enterprises, advancing open science, knowledge dissemination, and the re-use of research outputs. OA repositories play a crucial role in the scholarly, academic, and research processes by enhancing accessibility, discoverability, findability, and the impact of research studies. …”
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Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring
Published 2024“…</p><h3>Conclusion</h3><p dir="ltr">The proposed TTR-GAN can be implemented in wearable devices to obtain reliable real-time cardiovascular data during daily activities.</p><h2>Other Information</h2><p dir="ltr">Published in: Expert Systems with Applications<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.eswa.2024.123167" target="_blank">https://dx.doi.org/10.1016/j.eswa.2024.123167</a></p>…”
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