Peano Count Trees (P-Trees) and Rule Association Mining for Gene Expression Profiling of Microarray Data
نویسندگان
چکیده
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
منابع مشابه
Gene Expression Profiling of DNA Microarray Data using Peano Count Trees (P-Trees)
The explosion of genomic data made possible by advances in parallel, high-throughput technologies in the area of molecular biology, has ushered in a new era in the area of Bioinformatics. During the last many years, efforts concentrated on sequencing the genome of organisms. Current emphasis lies in extracting meaningful information from this huge DNA sequence and expression data. The technique...
متن کاملAssociation Rule Mining on Remotely Sensed Images Using Peano Count Trees
Association Rule Mining, originally proposed for market basket data, has potential applications in many areas. Remote Sensed Imagery (RSI) data is one of the promising application areas. Extracting interesting patterns and rules from datasets composed of images and associated ground data, can be of importance in precision agriculture, community planning, resource discovery and other areas. Howe...
متن کاملStrategies of an Efficient Algorithm PARM to Generate Association Rules Mining Technique Based on Spatial Data
In the Association rule mining, originally proposed form market basket data, has potential applications in many areas. Spatial data, such as remote sensed imagery (RSI) data, is one of the promising application areas. Association Rule mining is one of the most popular data mining techniques which can be defined as extracting the interesting correlation and relation among large volume of transac...
متن کاملMultimedia Data Mining Using P - Trees 1 , 2
The DataSURG group at NDSU has a long-standing interest in data mining remotely sensed imagery (RSI) for agricultural, forestry and other prediction and analysis applications. A spatial data structure, the Peano count tree, was developed that provided an efficient, lossless, data mining ready representation of the many types of data involved in these applications. This data structure has made p...
متن کاملDeriving High Confidence Rules from Spatial Data Using Peano Count Trees
The traditional task of association rule mining is to find all rules with high support and high confidence. In some applications, such as mining spatial datasets for natural resource location, the task is to find high confidence rules even though the support may be low. In still other applications, such as the identification of agricultural pest infestations, the task is to find high confidence...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- CoRR
دوره abs/cs/0610076 شماره
صفحات -
تاریخ انتشار 2006