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Big Data
This chapter introduces the fundamental concepts of big data, offering a comprehensive understanding of its definition, key characteristics, and the...
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The evolution of Big Data in neuroscience and neurology
Neurological diseases are on the rise worldwide, leading to increased healthcare costs and diminished quality of life in patients. In recent years,...
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An approach for brain tumour detection based on dual-tree complex Gabor wavelet transform and neural network using Hadoop big data analysis
Segmentation and classification of the abnormalities on the brain are necessary to save one’s life; hence the data acquired by magnetic resonance...
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Empowering smart city situational awareness via big mobile data
Smart city situational awareness has recently emerged as a hot topic in research societies, industries, and governments because of its potential to...
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Instance segmentation on distributed deep learning big data cluster
Distributed deep learning is a promising approach for training and deploying large and complex deep learning models. This paper presents a...
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Multimodal Fusion of Brain Imaging Data: Methods and Applications
Neuroimaging data typically include multiple modalities, such as structural or functional magnetic resonance imaging, diffusion tensor imaging, and...
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Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review
Biological big data are a massive amount of data generated from multi-omics experiments, such as genomics, transcriptomics, proteomics, metabolomics,...
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Analysing Big Brain Signal Data for Advanced Brain Computer Interface System
The modern commercial industry is increasingly dependent on the analysis of vast data records. Analysing big electroencephalogram (EEG) signal data...
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Empowering English language learning and mental health using AI and Big data
English language learning students in China often feel challenged to learn English due to lack of motivation and confidence, pronunciation and...
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Big Data and Big Data Analytics
Big data now is a common term. However, the evolution of big data comes from twofold. The creation of the computer in the 1940s gradually provides...
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A Systematic Literature Review and Future Perspectives for Handling Big Data Analytics in COVID-19 Diagnosis
In today’s digital world, information is growing along with the expansion of Internet usage worldwide. As a consequence, bulk of data is generated...
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Big dermatological data service for precise and immediate diagnosis by utilizing pre-trained learning models
Artificial intelligence (AI) approaches have been shown to be effective in classifying skin diseases and outperforming dermatologists in diagnosis....
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Performance of the K-means and fuzzy C-means algorithms in big data analytics
Nowadays, cloud computing is used by most organizations to utilize cloud resources and services in dealing with big data. Besides, machine learning...
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Building a Big Data Architecture
Big data tools and techniques must be employed to handle large volumes of data and to carry out operations on that data. When you use the phrase...
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Big data analytics enabled deep convolutional neural network for the diagnosis of cancer
Artificial intelligence (AI) has been shown to be a formidable instrument in managing Big Healthcare Data, and it has seen considerable success in...
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Big health data for elderly employees job performance of SOEs: visionary and enticing challenges
The method is providing and overview of the organization in the management perspective, within the health big data analysis, especially for the...
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Detecting the penetration of malicious behavior in big data using hybrid algorithms
Information security must be maintained because the amount of data in the world today is growing exponentially. The issues related to security are...
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Cloud Computing for Big Data Analytics
In this chapter, the exploration unfolds within the domain of cloud computing, emphasising its instrumental role in empowering the realm of big data...
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A systematic survey of data mining and big data analysis in internet of things
The Internet of Things (IoT) is an emerging paradigm that offers remarkable opportunities for data mining and analysis. IoT envisions a world where...
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Brain Informatics 16th International Conference, BI 2023, Hoboken, NJ, USA, August 1–3, 2023, Proceedings
This book constitutes the proceedings of the 16th International Conference on Brain Informatics, BI 2023, which was held in Hoboken, NJ, USA, during...
