BIG DATA AND PREDICTIVE ANALYTICS: A BIG DEAL, INDEED

CHARLES KEENAN

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BIG DATA AND PREDICTIVE ANALYTICS: A BIG DEAL, INDEED

机译：大数据和预测分析：确实是一项大交易

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When it comes to predictive analytics and big data, it's well-documented that some banks have been relatively slow, compared with other industries, to invest in the technology. But now might be the time to ramp up. For one, the banks regarded as leaders in analytics are deepening their capabilities in order to better serve customers. With lending, there's also the threat of nonbank competitors using analytics to make loans in minutes. Analytics are also playing a role in the regulatory environment around fair lending violations.

机译：在预测分析和大数据方面，有据可查的是，与其他行业相比，一些银行在技术上的投资相对较慢。但是现在可能是时候开始了。首先，被认为是分析领导者的银行正在加深其能力，以便更好地为客户服务。通过贷款，还存在非银行竞争对手使用分析在几分钟内发放贷款的威胁。在违反公平贷款的监管环境中，分析也发挥着作用。

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《ABA Banking Journal》 |2015年第4期|32-34|共3页
作者
CHARLES KEENAN;
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1. BIG DATA ANALYTICS AND PRECISION ANIMAL AGRICULTURE SYMPOSIUM: Machine learning and data mining advance predictive big data analysis in precision animal agriculture [J] . Morota Gota, Ventura Ricardo V., Silva Fabyano F., Journal of Animal Science . 2018,第4期

机译：大数据分析和精密动物农业研讨会：机器学习与数据挖掘预测性大数据分析精密动物农业
2. Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications [J] . Benjamin T. Hazen, Christopher A. Boone, Jeremy D. Ezell, International journal of production economics . 2014,第AUGa期

机译：供应链管理中的数据科学，预测分析和大数据的数据质量：问题简介以及研究和应用建议
3. An Evaluation of Big Data Analytics Projects and the Project Predictive Analytics Approach [J] . Gabriel Kabanda Oriental journal of computer science and technology . 2020,第4期

机译：大数据分析项目的评估与项目预测分析方法
4. Analytics in Oil and Gas: The Big Deal About Big Data [C] . Jill Feblowitz Society of Petroleum Engineers Digital Energy Conference and Exhibition . 2013

机译：石油和天然气分析：大数据的大问题
5. Harnessing Big Data Analytics: Predicting Social Event Participation from Facebook's Streaming Data [D] . Dandapanthula, Sridhar. 2020

机译：利用大数据分析：预测来自Facebook的流数据的社交活动参与
6. An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics [O] . Joglas Souza, Carson K. Leung, Alfredo Cuzzocrea -1

机译：混合大数据源上的创新大数据预测分析框架及其在疾病分析中的应用
7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常

BIG DATA AND PREDICTIVE ANALYTICS: A BIG DEAL, INDEED

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