A distributed ensemble approach for mining health care data under privacy constraints Abstract? Electronic health records (EHRs) have been widely ad aptedate many health care facilities in an attempt to improve the quality of patient care and increase the productivity and efficiency of health care delivery. These EHRs can accurately diagnosed is eases if utilized…
A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data Abstract? A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data. Feature selection involves identifying a subset of the most useful features that produces compatible results as the original entire set of features. A feature selection algorithm may be evaluated from both the efficiency and…
A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations Abstract-We here introduce a novel classification approach adopted from the nonlinear model identification framework, which jointly addresses the feature selection (FS) and classifier design tasks. The classifier is constructed as a polynomial expansion of the original features and a selection process is…
A Feature-Reduction Fuzzy Clustering Algorithm Based on Feature-Weighted Entropy Abstract– Abstract?Fuzzy clustering algorithms generally treat data points with feature components under equal importance. However, there are various datasets with irrelevant features involved in clus tering process that may cause bad performance for fuzzy cluster- ing algorithms. That is, different feature components should take different importance….
A Framework for Personal Mobile Commerce Pattern Mining and Prediction Abstract? A Framework for Personal Mobile Commerce Pattern Mining and Prediction. Due to a wide range of potential applications, research on mobile commerce has received a lot of interests from both of the industry and academia. Among them, one of the active topic areas is…
A Fuzzy Preference Tree-Based Recommender System for Personalized Business-to-Business E-Services Abstract?A Fuzzy Preference Tree-Based Recommender System for Personalized Business-to-Business E-Services. The Web creates excellent opportunities for businesses to provide personalized online services to their customers. Recommender systems aim to automatically generate personalized suggestions of products/services to customers (businesses or individuals). Although recommender systems have been…
A General Technique for Top-k Geometric Intersection Query Problems Abstract? A General Technique for Top-k Geometric Intersection Query Problems. In a top-k Geometric Intersection Query (top-k GIQ) problem, a set of n weighted, geometric objects in Rd is to be preprocessed into a compact data structure so that for any query geometric object, q, and…
A General Technique for Top-k Geometric Intersection Query Problems Abstract?A General Technique for Top-k Geometric Intersection Query Problems. In a top-k Geometric Intersection Query (top-k GIQ) problem, a set of n weighted, geometric objects in Rd is to be preprocessed into a compact data structure so that for any < Final Year Projects > query…
A Generalized Flow-Based Method for Analysis of Implicit Relationships on Wikipedia Abstract? A Generalized Flow-Based Method for Analysis of Implicit Relationships on Wikipedia. Video View Demo [numbers_sections number=”1″ title=”Including =Packages=” last=”no” ] Complete Source Code Complete Documentation Complete Presentation Slides Flow Diagram Database File Screenshots Execution Procedure Readme File Addons Video Tutorials Supporting Softwares [/numbers_sections]…
A Generalized Flow-Based Method for Analysis of Implicit Relationships on Wikipedia Abstract? We focus on measuring relationships between pairs of objects in Wikipedia whose pages can be regarded as individual objects. Two kinds of relationships between two objects exist: in Wikipedia, an explicit relationship is represented by a single link between the two pages for…
A Group Incremental Approach to Feature Selection Applying Rough Set Technique Abstract?A Group Incremental Approach to Feature Selection Applying Rough Set Technique .Many real data increase dynamically < Final Year Projects > in size. This phenomenon occurs in several fields including economics, population studies, and medical research. As an effective and efficient mechanism to deal…
A group incremental approach to feature selection applying rough set Tevhnique Abstract?A group incremental approach to feature selection applying rough set Tevhnique. Many real data increase dynamically in size. This phenomenon occurs in several fields including economics, population studies, and medical research. As an effective and efficient mechanism to deal with such data, incremental technique…