This paper presents selected data mining techniques that can be applied in medicine, and in particular some machine learning techniques including the mechanisms that make them better suited for the...doi:10.1016/j.neucom.2017.09.027Hamid Alinejad-Rokny...
Machine Learning and Data Mining Machine learning and data mining are two of the most important fields in computer science today. With the increasing amount of data being generated every day, it has become essential to develop tools and techniques that can help us extract meaningful insights from...
Good data mining practice for business intelligence (the art of turning raw software into meaningful information) is demonstrated by the many new techniques and developments in the conversion of fresh scientific discovery into widely accessible softwar... (展开全部) 我来说两句 短评 ··· ( 全部2...
This paper will present how machine learning and data mining techniques can be used in order to address one important challenge in human resources processes, more specifically employee attrition. For this purpose, the following sections include general techniques applied for classifications scenarios, ways...
Data Structures and Algorithms Software Construction: Techniques and Tools Algorithmic Verification Database Systems Big Data Management Machine Learning and Data Mining Advanced Topics in Statistical Machine Learning Robotic Software Architecture Neural Networks and Deep Learning ...
Although the CAD mortality rate is high, the chance of survival is higher if the diagnosis is made early enough. Therefore, scientists have devised predictive models to identify high-risk patients. Recently, machine learning (ML) and data mining (DM) approaches have become more popular to constr...
Data mining and machine learning techniques for the identification of mutagenicity inducing substructures and structure activity relationships of noncongeneric compounds. J Chem Inf Comput Sci. 2004; 44 :1402–1411. doi: 10.1021/ci034254q. [ Cross Ref ]...
2004. Data mining and machine learning techniques for the identification of mutagenicity inducing substructures and structure activity relationships of non... C Helma,T Cramer,S Kramer,... - 《J Chem Inf Comput Sci》 被引量: 31发表: 2018年 Data Mining and Machine Learning Techniques for the ...
Machine Learning and Data Mining Techniques for Medical Complex Data Analysis Widespread use of medical information systems and explosive growth of medical databases require traditional manual data analysis to be coupled with methods for efficient computer-assisted analysis. This paper presents selected data...
Sections and chapters with new material are marked in red. Preface Part I: Practical Machine Learning Tools and Techniques 1. What’s it all about? 1.1 Data Mining and Machine Learning 1.2 Simple Examples: The Weather Problem and Others 1.3 Fielded Applications 1.4 Machine Learning and Statistics...