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06/27/2023
Predicting the Impact of Batch Refactoring Code Smells on Application Resource Consumption
Automated batch refactoring has become a de-facto mechanism to restructu...
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02/12/2019
Performance of All-Pairs Shortest-Paths Solvers with Apache Spark
Algorithms for computing All-Pairs Shortest-Paths (APSP) are critical bu...
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08/31/2018
Scalable Manifold Learning for Big Data with Apache Spark
Non-linear spectral dimensionality reduction methods, such as Isomap, re...
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06/18/2018
Privacy Preserving Analytics on Distributed Medical Data
Objective: To enable privacy-preserving learning of high quality generat...
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04/12/2018
Fast Counting in Machine Learning Applications
We propose scalable methods to execute counting queries in machine learn...
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02/19/2018
Entropy-Isomap: Manifold Learning for High-dimensional Dynamic Processes
Scientific and engineering processes produce massive high-dimensional da...
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11/17/2017
Applications and Challenges of Real-time Mobile DNA Analysis
The DNA sequencing is the process of identifying the exact order of nucl...
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05/18/2017
Scalable Exact Parent Sets Identification in Bayesian Networks Learning with Apache Spark
In Machine Learning, the parent set identification problem is to find a ...
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11/13/2016