Data Analysis and Applications 1最新文献

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Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.index

引用次数: 0

Other titles from iSTE in Innovation, Entrepreneurship and Management iSTE在创新、创业和管理方面的其他头衔

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.oth

引用次数: 0

Efficiency Evaluation of Multiple-Choice Questions and Exams 多项选择题和考试的效率评价

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH14

E. Gershikov, S. Kosolapov

引用次数: 0

An SEM Approach to Modeling Housing Values 房屋价值建模的SEM方法

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH9

J. Freeman, Xin Zhao

引用次数: 4

Methods of Modeling and Estimation in Mortality 死亡率的建模和估计方法

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH15

C. Skiadas, K. Zafeiris

引用次数: 2

Frost Prediction in Apple Orchards Based upon Time Series Models 基于时间序列模型的苹果园霜冻预测

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH13

M. Tomkowicz, A. Schmitt

{"title":"Frost Prediction in Apple Orchards Based upon Time Series Models","authors":"M. Tomkowicz, A. Schmitt","doi":"10.1002/9781119597568.CH13","DOIUrl":"https://doi.org/10.1002/9781119597568.CH13","url":null,"abstract":"This Master Thesis is dealing with frost prediction in apple orchards based upon time series models. It is a part of the DASA (A Data Analysis Platform for a Sustainable Agriculture) research project of the Free University of Bozen·Bolzano, the Südtiroler Beratungsring and the Laimburg Research Center for Agriculture and Forestry. The DASA project has as a goal the development of tools for collection, quality control, monitoring and analysis of the agricultural data. The project commenced in January 2014 and will end in December 2014. The master thesis aims at the creation of frost prediction models, which require interdisciplinary knowledge in advanced statistics, agriculture, meteorology, and in diverse fields of computer science, especially time series data mining. The model should help in the design of an electronic monitoring system that permits intelligent forecasting of frost weather phenomena. Accurate frost forecasting should provide growers in South Tyrol with the opportunity to prepare for frost events in order to avoid frost damage. Based on the analysis of time series data the proposed linear regression and ARIMA models could be compared and evaluated. The best result provided the ARIMA model, achieving in case of forecast for the 95% confidence intervals lower bound the desired value of 1.0 for the recall. This means that all frost cases could be correctly identified. Despite the encouraging results, the rate of the false positives is high, which needs further investigations (e.g., testing VARIMA models, which are a multivariate extension of ARIMA models). The graphical illustration of the 95% confidence intervals lower bound of the ARIMA model forecast should be very helpful in frost prediction and could be integrated in the ”Beratungsring App”.","PeriodicalId":320617,"journal":{"name":"Data Analysis and Applications 1","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122353999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Estimation of a Two-Variable Second-Degree Polynomial via Sampling 二变量二阶多项式的抽样估计

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH11

Ioanna Papatsouma, N. Farmakis, Eleni Ketzaki

引用次数: 0

An Application of Data Mining Methods to the Analysis of Bank Customer Profitability and Buying Behavior 数据挖掘方法在银行客户盈利能力和购买行为分析中的应用

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH16

P. Godinho, J. Dias, Pedro Torres

引用次数: 2

An Approximation of Social Well-Being Evaluation Using Structural Equation Modeling 基于结构方程模型的社会幸福感近似评价

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH8

Leonel Santos-Barrios, M. Ruiz-Torres, W. Gómez-Demetrio, E. Sánchez-Vera, Ana Lorga da Silva, F. Martínez-Castañeda

引用次数: 1

A Note on the Linear Approximation of TAR Models 关于TAR模型线性逼近的注记

Data Analysis and Applications 1 Pub Date : 2019-03-06 DOI: 10.1002/9781119597568.CH7

F. Giordano, Marcella Niglio, C. Vitale

引用次数: 0