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A Flexible Schema-Aware Mapping of XML Data into Relational Models
(2016-08)
In the last several years, substantial contributions have been made in the development of techniques to transform and store eXtensible Markup Language (XML) data into relational database models. Although there exists rich ...
Compressing Massive Sequencing Data with Multiple Attribute Tree
(2019-12-13)
The significant drop in DNA Sequencing costs caused by Next-Generation Sequencing has led to the production of massive amounts of raw sequencing data. This data is stored in FASTQ files, which are text files containing a ...
Multi-Objective Query Optimization for Mobile-Cloud Database Environments Based on a Weighted Sum Model
(2016-12)
In mobile-cloud database environments, users request services executed on a cloud through mobile devices. Requested data might be partially cached on the mobile device itself or must be processed on the cloud which leads ...
Study of Matrices Related to Discrete Logarithm in Kummer Extensions
(2016)
The discrete logarithm problem has been studied during the past decades for its important application in cryptography and other fields. It is very useful in the public key cryptography, which is widely used for Internet ...
Visualizing Data in Traditional Text Layouts with Application to Classical Latin
(2017)
Scholarship in linguistics, library science, journalism, and classics has long de- pended upon reading and analyzing text in traditional printed formats. Increasingly, manual and automatic text processing techniques are ...
Evaluating GAM-Like Neural Network Architectures for Interpretable Machine Learning
(2019-05)
In many machine learning applications, interpretability is of the utmost importance. Artificial intelligence is proliferating, but before you entrust your finances, your well-being, or even your life to a machine, you’d ...
Recording and Replaying User Intentions in Coordinated Multiple View Visualizations
(2016-08-12)
Visualization tools help people gain insights into data. Analysts often want to revisit and review previously visited visualization states to make sense of their previous observations. Browsing a history of visualization ...
Analysis of VANET Standard IEEE 1609.4 Mac Layer Multi-Channel Operations Using OMNeT++ and Veins
(2018-12-14)
VANETS is an ad hoc network in vehicles with wireless communication capability. The network utilizes a system to relay data from one vehicle to another vehicle or to a Road Side Unit (RSU). This communication is also known ...
Applied High-Order Singular Value Decomposition for Weight Compression and Expansion in Deep Neural Networks
(2019-08)
Complex deep learning objectives such as object detection and saliency, semantic segmentation, sequence-to-sequence translation, and others have given rise to training processes requiring increasing amounts of time and ...
Automated Detection of Bird Roosts Using NEXRAD Radar Data and Convolutional Neural Networks
(2017-12-15)
NEXRAD radars have proven to be an effective tool for detecting bird roosts for several species or birds, however manually locating these roosts in radar images is a time consuming process. We introduce a Convolutional ...