Information technology companies currently use data mining techniques in different areas with the goal of increasing the quality of decisionmaking and to improve their business performance. The study described in this paper uses a data mining approach to produce an effort estimation of a software ...
Performance tuning of Android applications using clustering and optimization heuristics RajendraniMukherjee, ...AyanBanerjee, inAdvanced Data Mining Tools and Methods for Social Computing, 2022 2.9Conclusion BuildingAndroidapplications is a very popular activity nowadays. However,Android applicationdevelopment su...
However, processing large volumes and streams of data is a challenging task for the analysts and experts, and entails the need for newer methods and techniques. In this article we present and implement a novel knowledge graph and knowledge mining framework for extracting the relevant information ...
Wrong-way driving (WWD) has been a long-lasting issue for transportation agencies and law enforcement, since it causes pivotal threats to road users. Notwithstanding being rare, crashes occurring due to WWD are more severe than other types of crashes. In order to analyze WWD crashes, there is...
The global input gridded datasets of climate, soils and fertilization are publicly available and presented in Supplementary Table 11. Source data are provided with this paper. All other data that support the findings of this study are available from the corresponding author upon reasonable request. ...
Julia and Python resources on mathematical epidemiology and epidemiology informed deep learning methods. Most about package information. Main Topics include Data Preprocessing Basic Statistics and Data Visualization Differential Programing and Data Mining such as bayesian inference, deep learning, scientific...
[35] applied different ML methods to classify supraventricular ectopic and ventricular ectopic beats. The SVM ensemble method outperformed other methods. Shorewala et al. [36] compared the performance of base ML classifiers and their ensemble techniques in detecting coronary heart disease, and the ...
Table 4.Main application of different airborne geophysical methods and corresponding measurement scales | Show Table DownLoad:CSV 中国航空物探经过60多年的发展,获取了海量的区域地球物理资料,基本完成了国内陆域和大部分海域的航磁调查,覆盖面积1144×104km2,其中陆域934×104km2,海域210×104km2;航重测量覆盖...
Knowledge graph is a modern theory that combines the theories of applied mathematics, graphics, information visualization technology, information science and other disciplines with the methods of bibliometric citation analysis and co-occurrence analysis, and also uses visual mapping to vividly display the ...
Because imaging techniques differ from each other in terms of structural complexity and image dimensionality, the need for cross-modality image processing methods has increased to improve the disease prediction models. In recent years, generative adversarial network (GAN) has become the technique of ...