chris_headshot

I am a doctoral candidate in Computer Science at Florida State University. For the past 6 years I have also worked full-time in industry as a software engineer, first at Aderant and most recently at the Florida Department of Education. As a part of my doctoral program, I am advised by Sonia Haiduc and am a member of the Serene lab. My primary research area is improving developer support for concept location and software traceability to improve the software development process. Through this work, I focus on ways to reduce barriers to industrial adoption, pushing theoretical advances into the practice of software engineering.

Downloadable CV

Publications

Towards the Automatic Classification of Traceability Links
C. Mills
Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017). To Appear

Automating Traceability Link Recovery Through Classification
C. Mills
ACM Student Research Competition, Proceedings of the 11th Joint Meeting on Foundations of Software Engineering (ESEC/FSE 2017), p.1068-1070.

Predicting Query Quality for Applications of Text Retrieval to Software Engineering Tasks
C. Mills, G. Bavota, S. Haiduc, R. Oliveto, A. Marcus, A. De Lucia
Transactions on Software Engineering and Methodology (TOSEM), 2017, 26(1), p.3.

A Machine Learning Approach for Determining the Validity of Traceability Links
C. Mills and S. Haiduc
in Proceedings of the 39th International Conference on Software Engineering Companion (ICSE Posters ’17), p.121-123.

The Impact of Retrieval Direction on IR-based Traceability Link Recovery
C. Mills and S. Haiduc
Proceedings of the 39th ACM/IEEE International Conference on Software Engineering: New Ideas and Emerging Results Track (ICSE-NIER 2017), p 51-54. 16.5% Acceptance Rate

Method of approximate fundamental solutions for ill-posed elliptic boundary value problems
Tian, H. Y., and C. Mills
Proceedings of Neural, Parallel and Scientific Computations, volume 4, 2010, pp. 373-378

NMR, IR/Raman, and Structural Properties in HO and RNO (R= Alkyl and Aryl) Metalloporphyrins with Implication for the HNOMyoglobin Complex
Y. Ling, C. Mills, R. Weber, L. Yang, and Y. Zhang
The Journal of the American Chemical Society, vol. 132, no. 5, 2010, pp. 1583-159

Presentations

The Inexact Graph Matching Problem Two Spectral Methods for Constructing Correspondences Between Vertex Sets of Graphs
Master’s Certification Exam, Dept. Mathematics, Florida State University, 2011

Computational Analysis of Metalo-Organic Compounds
University of Southern Mississippi Undergraduate Research Symposium, 2009

A Meshless Method with Regularization for Non‐Homogenous Cauchy Problems of Elliptic Operators
Undergraduate Thesis, Dept. Mathematics, University of Southern Mississippi, 2009

Use of Heme Protein Models in Computational Analysis of Biological Pathways
University of Southern Mississippi Undergraduate Research Symposium, 2008

Teaching

Classroom-based Instruction
MAC 1105 College Algebra (Florida State University)
MAC 1140 Precalculus Algebra (Florida State University) Instructor of Record
CHE 106L General Chemistry I Lab (University of Southern Mississippi)

Bio

I was born and raised in the Hattiesburg, Mississippi area. Early in high school I developed an interest scientific research, completing a study on the impact of insulin pump therapy on academic achievement for students with juvenile diabetes. I was selected to present the results of this study at the National Science Fair in San Diego, California.

I attended both the University of Southern Mississippi (USM) and Mississippi State University (MSU) before graduating summa cum laude with my B.S. in Mathematics and a minor in Chemistry from USM. During my undergraduate experience, I worked on projects spanning from the social sciences to computational chemistry, earning second authorship status on two academic journal articles.  While participating in these projects, I developed an interest in computational science and simulation.  Under the direction of Dr. Haiyan Tian, I completed my undergraduate thesis “Meshless Method with Regularization for Non‐Homogenous Cauchy Problems of Elliptic Operators,” which focused on solving partial differential equations (PDEs) with ill-posed, or noisy, boundaries.

I entered the Applied and Computational Mathematics program at Florida State University (FSU) immediately following my graduation from USM. Through my master’s program, I worked with Dr. Kyle Gallivan on large-scale matrix factorization and numerical linear algebra. This research culminated in my master’s project, “The Inexact Graph Matching Problem Two Spectral Methods for Constructing Correspondences Between Vertex Sets of Graphs.”

Immediately following the completion of my master’s degree in 2011, I began working as a technical consultant in professional services at Aderant Holdings, Inc., a legal software company. Through this role, I travelled to dozens of large law firms across North America and Europe, helping clients implement and customize large, distributed financial software. In 2014, I moved to Aderant’s software development team as a software engineer working on the Expert Time and Collections products. Through this role I became familiar with web service and database architecture and became interested in not only the practice of software, but also the many challenges faced by practitioners.

This interest in Software Engineering ultimately led me to enter the FSU Computer Science Ph.D. program in 2013.  In 2014 I began working with Dr. Sonia Haiduc on code search and query optimization for use in simplifying the process of concept location. Today, I maintain a full-time engineering position with the Florida Department of Education as a technical team lead for the Bureau of Exceptional Education and Student Services (BEESS) while also working in the Serene Lab completing my dissertation research on machine learning applications for improving traceability link recovery. I live in Tallahassee, FL with my wife (Samantha), son (Cassian), and dog (Eevee).

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From left to right: Hattiesburg Train Station (photo credit), my family, and the FSU Unconquered Statue (photo credit).