Department of Computer Science
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Static analysis-based software architecture reconstruction and its applications in microservices.
(2021-08-10)Microservice architecture (MSA) is the predominant building block of modern cloud-based enterprise applications. MSA has several advantages over monolithic applications like scalability and maintainability, but it comes ... -
On the performance of convolutional neural networks initialized with Gabor filters.
(2021-08-05)Over the years, image recognition has been gaining popularity due to its various possible usages. Convolutional Neural Networks (CNNs) have been the classic approach taken on by many researchers because of their capability ... -
Unsupervised representational learning of hierarchical graphs with graph convolutional networks.
(2021-04-30)Interpretation of functional genomic data attempts to correlate gene and protein expression with phenotype. While direct analysis of gene relationships associated with phenotype manifestation provides reasonable correlations, ... -
Tyro : a first step towards automatically generating parallel programs from sequential programs.
(2020-11-03)Currently, MapReduce is used as the standard for automatic parallelization of programs. However, MapReduce restricts programs to a simple framework with limited parallelism but still requires the user to understand parallelism ... -
Optimizing k-means clustering using mini-batches and distance bounds.
(2020-10-22)Clustering is a crucial branch of machine learning that groups the input data into different clusters based on the features of the data without the training label. K-means clustering is a widely used iterative clustering ... -
Investigating rhythmic accuracy using 3D spatial interaction for digital musical input : MoveMIDI.
(2020-07-19)Many human-computer interfaces exist which allow users to interact with music software to create and perform music. Some interfaces allow users to interact using movements of their body to create music. This thesis describes ... -
Force touch gesture based interaction for virtual keyboards.
(2018-04-20)With extreme popularity of touch screen mobile devices, the demand for effective one-handed text-entry on virtual keyboards is continually growing. To increase text-entry speed and decrease error rate, this thesis proposes ... -
Improving the Learning Platform for the Leukocoria Detection Project
(2016-08-31)ABSTRACT Improving the Learning Platform for the Leukocoria Detection Project James Boer, M.S. Mentor: Gregory J. Hamerly, Ph.D. In this paper we describe a new and signi cantly improved learning platform for the ... -
Alternatives using the Leap Motion to extend mid-air word-gesture keyboards.
(2015-12-14)Lately, the use of touchless, mid-air, gesture-based interactions has increased significantly due to the popularity of augmented and virtual reality and advances in other industries (e.g., medicine, gaming), and with this ... -
Models for rested touchless gestural interaction.
(2015-07-31)Touchless mid-air gestural interaction has gained mainstream attention with the emergence of off-the-shelf commodity devices such as the Leap Motion and the Xbox Kinect. One of the issues with this form of interaction is ... -
Giving the users a hand : towards touchless hand gestures for the desktop.
(, 2014-09-05)Touchless, mid-air, gesture-based interactions have recently moved out of laboratories and Hollywood movies and into the hands of users. There is little difference in the interaction style and techniques used today from ... -
Recommendations Made Easy
(2014-06-23)Fueled by ever-growing data, the need to provide recommendations for consumers, and the considerable domain knowledge required to implement distributed large scale graph solutions we sought to provide recommendations for ... -
Matrix Representations of GF(p[superscript n]) over GF(p)
(2014-01-31)We show that any non-singular nxn matrix of order p[superscript n]-1 over GF(p) is a generator of a matrix representation of GF(p[superscript n]). We also determine the number of matrix representations of GF(p[superscript ... -
Fields and Cyclic Codes for Error Detection
(2014-01-14)This technical report discusses some of the aspects of error detection using finite fields. -
Faster k-means clustering.
(, 2013-09-24)The popular k-means algorithm is used to discover clusters in vector data automatically. We present three accelerated algorithms that compute exactly the same clusters much faster than the standard method. First, we redesign ... -
Designing incentives in P2P systems.
(, 2013-09-24)The goal of this thesis is bringing closer together the game theoretic approach of creating incentives with the requirements and properties of P2P systems. Briefly, we detail the P2P system context that incentive mechanisms ... -
The Conjugacy Classes of 3x3 and 4x4 Matrices Over GF(2)
(2013-09-20)The general linear groups over GF(2) have an intricate and interesting structure. This report does some preliminary work in examining the structure of two of these groups by giving the conjugacy classes of 3x3 and 4x4 ... -
The Class 10 4x4 Faithful Representations of S4 over GF(2)
(2013-09-20)There are 9 conjugacy classes of faithful representations of S4 in the general linear group of 4x4 matrices over GF(2). This report lists the representations belonging to class 10. (There is no class 6, so the classes are ... -
Class 9 4x4 Faithful Representations of S4 over GF(2)
(2013-09-20)There are 9 conjugacy classes of faithful representations of S4 in the general linear group of 4x4 matrices over GF(2). This report lists the representations belonging to class 9.