Description: 生物信息基因处理算法，其中的DAT文件为数据文件-biological information processing algorithm, which documents the DAT data files Platform: |
Size: 1079296 |
Author:黄英虎 |
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Description: 本书较为全面地介绍了机器学习的基本概念，并讨论了数据挖掘和知识发现中的有关问题及多策略学习方法，具体地阐述了机器学习与数据挖掘在工程设计，文本、图像和音乐，网页分析、计算机病毒和计算机控制，医疗诊断、生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况。
本书收集众多不同领域中数据挖掘的实际案例，以此来说明数据挖掘的具体解决方法，以期为广大读者提供一个更为广阔的数据挖掘应用视角。-This book is more comprehensive introduction to the basic concepts of machine learning, and discussed the Data Mining and Knowledge Discovery of relevant issues and multi-strategy learning methods, specifically on machine learning and data mining in engineering design, text, images and music, web site analysis, computer viruses and computer control, medical diagnostics, biomedical signal analysis and water quality analysis of the biological aspects of signal processing applications. The book collection of many different areas of data mining in the actual case, in order to explain the specific data mining solution, with a view to providing readers with a broader perspective of data mining applications. Platform: |
Size: 8699904 |
Author:guo guo |
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Description: 本书分为5个部分，共18章，较为全面地介绍了机器学习的基本概念，并讨论了数据挖掘和知识发现中的有关问题及多策略学习方法，具体地阐述了机器学习与数据挖掘在工程设计，文本、图像和音乐，网页分析、计算机病毒和计算机控制，医疗诊断、生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况。 本书收集众多不同领域中数据挖掘的实际案例，以此来说明数据挖掘的具体解决方法，以期为广大读者提供一个更为广阔的数据挖掘应用视角。 本书的读者，可以是任何对机器学习与数据挖掘感兴趣的工程技术人员、业务管理人员，或是从事具体技术工作的其他人员。本书也可作为大专院校相关课程的重要辅导教材。-The book is divided into five parts, 18 chapters, more comprehensive introduction to the basic concepts of machine learning and discussed the Data Mining and Knowledge Discovery of the problem and multi-strategy learning methods, specifically on Machine Learning and Data Mining in engineering design, text, images and music, web analytics, computer viruses and computer control, medical diagnostics, biomedical signal analysis and water quality analysis in the areas of biological signal processing application. The book collection of many different areas of data mining in the actual case, in order to explain the specific data mining solution, with a view to providing readers with a broader perspective of data mining applications. The book s readers, can be any of the machine learning and data mining of interest to engineers, business managers, to engage in specific technologies or other staff. The book can also be used as the important institutions related courses supplementary teaching ma Platform: |
Size: 12882944 |
Author:许兴明 |
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Description: 89页PPT（pdf格式）。作者Byoung-Tak Zhang。全面介绍了机器学习和数据挖掘技术在生物学中的应用-89 PPT (pdf format). By Byoung-Tak Zhang. A comprehensive introduction to machine learning and data mining technology in biology Platform: |
Size: 3038208 |
Author:dengyue |
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Description: 此为数据挖掘课程大作业，主要功能是对已给定的描述生物分子三维结构的139351 个属性中，分类预测出该分子化合物对目标体的化学活性，从而达到帮助药物设计的目的。实验现有的数据包括：110个已标记活性标签的描述分子三维结构的139351维数据，634 个为标记活性标签的三维结构数据。希望根据这些提供的数据，采用适当的分类方法，提供出一个经过训练的分类器，能够尽可能准确的帮助未标记活性的分子化合物确定其活性。-This is a big job data mining courses, the main feature is the description has been given three-dimensional structure of biological molecules of the 139,351 properties, classification to predict the molecular compound on the target body of chemical activity, so as to achieve the purpose of helping drug design. Experimental data available include: 110 has been marked activity of labeling a description of three-dimensional structure of the 139,351-dimensional molecular data from 634 marked activity of labeling of three-dimensional structure of the data. Want to provide the basis of these data, the adoption of appropriate classification methods, a trained classifier, can be marked as accurately as possible without the help of active molecules to determine their activity. Platform: |
Size: 25600 |
Author:dahuk |
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Description: 《机器学习与数据挖掘方法和应用》，讨论数据挖掘和知识发现中的有关问题及多策略学习方法，具体地阐述了机器学习与数据挖掘在工程设计，文本，图像和音乐，网页分析，计算机病毒和计算机控制，医疗诊断，生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况，根据实例说明具体解决方法。-" Machine learning and data mining methods and applications" to discuss the data mining and knowledge discovery issues and multi-strategy learning methods, specifically describes the machine learning and data mining in engineering design, text, images and music, web analysis, computer viruses and computer control, medical diagnostics, biomedical signal analysis and quality analysis of biological signal processing and other applications, according to examples of specific solutions. Platform: |
Size: 17798144 |
Author:iris_su |
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Description: 机器学习与数据挖掘：方法和应用,本书分为5个部分,共18章,较为全面地介绍了机器学习的基本概念,并讨论了数据挖掘和知识发现中的有关问题及多策略学习方法,具体地阐述了机器学习与数据挖掘在工程设计,文本、图像和音乐,网页分析、计算机病毒和计算机控制,医疗诊断、生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况。-Machine learning and data mining: methods and applications, the book is divided into five parts, 18 chapters, a more comprehensive introduction to the basic concepts of machine learning, and discuss the data mining and knowledge discovery and related issues in the multi-strategy learning methods and specifically describes the machine learning and data mining in engineering design, text, images and music, web analysis, computer viruses and computer control, medical diagnostics, biomedical signal analysis and water quality analysis and other aspects of biological signal processing applications. Platform: |
Size: 17956864 |
Author:肖光润 |
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Description: Periodic pattern mining is the problem that regards tempo-
ral regularity. There are many emerging applications in periodic pattern
mining, including web usage recommendation, weather prediction, com-
puter networks and biological data. In this paper, we propose a Pro-
gressive Timelist-Based Veri cation (PTV) method to the mining of pe-
riodic patterns from a sequence of event sets. The parameter min rep,
is employed to specify the minimum number of repetitions required for
a valid segment of non-disrupted pattern occurrences. We also describe
a partitioning approach to handle extra large/long data sequence. The
experiments demonstrate good performance and scalability with large
frequent patterns. Platform: |
Size: 161792 |
Author:Moorthi |
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Description: 生物数据挖掘，介绍生物数据挖掘的发展技术与应用-Biological data mining, the development of biological data mining technology and Application Platform: |
Size: 4975616 |
Author:sky |
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Description: 蚁群聚类算法是基于蚁穴清理行为的聚类算法。
在诸多聚类算法中，蚁群算法是一种较新且较高效率的算法。蚁群算法在数据挖掘聚类中的应用所采用的生物原型为蚁群的蚁穴清理行为和蚁群觅食行为。-Ant clustering algorithm clustering algorithm is based on the nest cleaning action.
In many clustering algorithm, ant colony algorithm is a relatively new and high efficiency of the algorithm. Ant colony algorithm in the application of data mining, clustering by biological prototypes for ant colony behavior and ant colony foraging behavior. Platform: |
Size: 113664 |
Author:罗汉 |
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Description: 本书分为5个部分，共18章，较为全面地介绍了机器学习的基本概念，并讨论了数据挖掘和知识发现中的有关问题及多策略学习方法，具体地阐述了机器学习与数据挖掘在工程设计，文本、图像和音乐，网页分析、计算机病毒和计算机控制，医疗诊断、生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况。本书收集众多不同领域中数据挖掘的实际案例，以此来说明数据挖掘的具体解决方法，以期为广大读者提供一个更为广阔的数据挖掘(The book is divided into 5 parts, 18 chapters, a more comprehensive introduction to the basic concepts of machine learning, and discusses some problems in data mining and knowledge discovery and multi strategy learning methods, specifically describes the machine learning and data mining in the engineering design, text, images and music, "analysis and control computer viruses and computer, biological signal processing and other applications in medical diagnosis, biomedical signal analysis and analysis of water quality. This book collects practical cases of data mining in many different fields, so as to illustrate the specific solutions of data mining, in order to provide a broader data mining for readers.) Platform: |
Size: 17946624 |
Author:赛达赛达
|
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Search - biological data mining