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Strategies for Comparing Metabolic Profiles: Implications for the Inference of Biochemical Mechanisms from Metabolomics Data

Large amounts of metabolomics data have been accumulated in recent years and await analysis. Previously we had developed a systems biological approach to infer biochemical mechanisms underlying metabolic alterations observed in Continue reading

GPU-Accelerated Visualization of Scattered Point Data

As data sets continue to grow in size, visualization has become a vitally important tool for extracting meaningful knowledge. Scattered point data, which are unordered sets of point coordinates with Continue reading

Large Iterative Multitier Ensemble Classifiers for Security of Big Data

This paper introduces and investigates large iterative multitier ensemble (LIME) classifiers specifically tailored for big data. These classifiers are very large, but are quite easy to generate and use. They can be so large that it makes sense to Continue reading

Banian: A Cross-platform Interactive Query System for Structured Big Data

The rapid growth of structured data has presented new technological challenges in the research fields of big data and relational database. In this paper, we present an efficient system for Continue reading

M2M: A Simple MATLAB-to-Map Reduce Translator for Cloud Computing

MapReduce is a very popular parallel programming model for cloud computing platforms, and has become an effective method for processing massive data by Continue reading

Coffeepot for Masochists: A Study in User-Centered System Design

This master thesis is carried out in the field of “Human-Computer interaction”, more specifically the area “User-centered system design”. The focus has been on “usability” and useful Continue reading