The role of data mining in turning bio-data into Bioinformation
نویسنده
چکیده
ISSN 0973-2063 Bioinformation 1(9): 351-355 (2007) www.bioinformation.net Given f:R(A1, ...,An)→Y and S ⊆ Y, the (uncompressed, single node-level) Predicate-tree Pf, S is the bitmap, Pf,S(x)=1 (i.e., true) iff f(x)∈S, ∀x∈R. Note that Pf,S bitmaps the set, F-contour({1}) under the function, F(x) = 1 if f(x)∈S else F(x)=0. In Mathematical terms, F is the Characteristic function of the contour, f(S). F can also be viewed as the S-set containment predicate. Pf,S is called a P-tree for short and is just the existential R*-bit map of S ⊆R*.Af. The Compressed P-tree, Pf,S is the compression of Pf,S with equi-width leaf size, s, as follows.
منابع مشابه
Modelling Customer Attraction Prediction in Customer Relation Management using Decision Tree: A Data Mining Approach
In Today’s quality- based competitive world, known as knowledge age, customer attraction is of ultimate importance. In respect to the slogan “customer is always right”, customer relation management is the core of an organizational strategy playing an important role in four aspects of customer identification, customer attraction, customer retaining, and customer satisfaction. Commercial organiza...
متن کاملExpert Discovery: A web mining approach
Expert discovery is a quest in search of finding an answer to a question: “Who is the best expert of a specific subject in a particular domain within peculiar array of parameters?” Expert with domain knowledge in any field is crucial for consulting in industry, academia and scientific community. Aim of this study is to address the issues for expert-finding task in real-world community. Collabor...
متن کاملA Systematic Review of Data Mining Applications in Digital Libraries
Purpose: Study aimed to identify the applications of data mining in the provision of services, collection and management of digital libraries. Methodology: This is an applied study in terms of purpose and in terms of method is qualitative research that have been done by systematic review method. For this purpose, articles have been obtained by searching databases of Springer, Emerald, ProQuest,...
متن کاملBook review on Bioinformation Discovery: Data to knowledge in Biology
Researchers in almost all disciplines of Biology use mathematical, statistical models and computer programs to analyze and validate biological data. Systematic data mining is frequently completed in recent years using Bioinformatics soft-wares. The available Bioinformatics techniques and tools help annotate functions for newly generated data in biological investigation. The book (ISBN 978-1-441...
متن کاملA Geometric View of Similarity Measures in Data Mining
The main objective of data mining is to acquire information from a set of data for prospect applications using a measure. The concerning issue is that one often has to deal with large scale data. Several dimensionality reduction techniques like various feature extraction methods have been developed to resolve the issue. However, the geometric view of the applied measure, as an additional consid...
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:
- Bioinformation
دوره 1 شماره
صفحات -
تاریخ انتشار 2007