2020-2021

Recent Publications and Scholarly Works

Publication: Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert*, Vikas Kumar*, Muhammad Aurangzeb Ahmad and Ankur Teredesai. Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management. Arxiv, 15 April 2021.

Publication: Nathan Ranno* and Dong Si. Neural Representations of Cryo-EM Maps and a Graph-Based Interpretation. Arxiv, 3 April 2021.

Publication: Brent Lagesse, Gabriel Nguyen*, Utsav Goswami*, and Kevin Wu*. You Had to Be There: Private Video Sharing for Mobile Phones using Fully Homomorphic Encryption. IEEE Security, Privacy, and Trust in the Internet of Things (SPT-IoT), 22-26 March 2021.

Publication: Laurie Anderson. Information Should Never Be Random: A guide to business and technical writing. Kendal Hunt Publishing. February 2021.

Publication: Dong Si, Andrew Nakamura*, Runbang Tang*, Haowen Guan*, Jie Hou, Ammaar Firozi, Renzhi Cao, Kyle HIppe and Minglei Zhao. Artificial Intelligence Advances for De Novo Molecular Structure Modeling in Cryo-EM. Arxiv, February 2021.

Event/Presentation: Affiliate Professor Tyler Folsom remotely presented “Convolutional Neural Networks with Fixed Weights" at the 16th International Conference on Computer Vision, Theory and Applications, Feb 8, 2021, Vienna, Austria. In the position paper he suggests that prefiltering images with convolutions used in the mammalian brain can reduce deep learning computations by an order of magnitude. He chaired a session on video and image understanding.

Publication: Mikhail Korovnik*, Kyle Hippe*, Jie Hou, Dong Si, Kiyomi Kishaba*, and Renzhi Cao. SynthQA – Hierarchical Machine Learning-based Protein Quality Assessment. Biorxiv, 29 January 2021.

Publication: Jeffrey Murray Jr*, Afra Mashhadi, Brent Lagesse and Michael Stiber. Privacy Preserving Techniques Applied to CPNIData: Analysis and Recommendations. Arxiv, 25 January 2021.

Event: Muhammad Aurangzeb Ahmad gave a tutorial on Towards Deep Explanation in Machine Learning Supported by Visual Methods along with Boris Kovalerchuk from Central Washington University and Ankur Teredesai from University of Washington Tacoma at the Twenty-Ninth International Joint Conference on Artificial Intelligence, 7-15 January 2021.

Publication: Navjodh Singh Dhillon*, Agustinus Sutandi*, Manoj Vishwanath, Miranda M. Lim,Hung Cao, Dong Si. A Raspberry Pi based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram. Arxiv, January 2021.

Publication: Jonas Pfab*, Nhut Minh Phan* and Dong Si. DeepTracer for fast de novo cryo-EM protein structure modeling and special studies on CoV-related complexes. Proceedings of the National Academy of Sciences, January 2021.

Publication: Wooyoung Kim, Yi-Hsin Hsu*, Zican Li*, Preston Mar* and Yangxiao Wang*. NemoSuite: Web-based network Motif Analytic Suite. Advances in Science, Technology, and Engineering Systems Journal (ASTES), Vol. 5, No. 6, 1545-1553, 25 December 2020.

Publication: Marko Lakic*, Bazen Zenebe Nega* and Wooyoung Kim. Web-QuateXelero: Web-based efficient network motif detection tool. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Seoul, Korea (South), 16-19 December 2020.

Publication: Erin Beckwith* and Geethapriya Thamilarasu. BA-TLS: Blockchain Authentication for Transport Layer Security in Internet of Things. 2020 7th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Paris, France, 14-16 December 2020.

Publication/presentation: Justin Gilroy*, Satine Paronyan*, Jonathan Acoltzi*, and Munehiro Fukuda. Agent-Navigable Dynamic Graph Construction and Visualization over Distributed Memory. Seventh International Workshop on High Performance Big Graph Data Management, Analysis, and Mining, 12 December 2020.

Event: Affiliate Professor Tyler Folsom founded the Micro-AV Social Purpose Corporation (SPC) in June 2020 to promote transportation of goods and people with minimum energy. They seek to build micro-mobility into Autonomous Vehicles, reducing energy use by an order of magnitude and keeping millions of tons of carbon out of the atmosphere.

Publication: Brent Lagesse, Shuoqi Wang*, Timothy Larson*, and Amy Kim*. Predicting PM 2.5 in well-mixed indoor air for a large office building using regression and artificial neural network models. Environmental Science & Technology Journal, 17 November 2020.

Publication: Marc Dupuis and Karen Renaud. Scoping the ethical principles of cybersecurity fear appeals. Ethics and Information Technology, 20 October 2020.

Publication: Marc Dupuis and Samantha Smith*. Clickthrough Testing for Real-World Phishing Simulations. SIGITE ’20, October 7–9, 2020, Virtual Event, USA.

Publication: Marc Dupuis, Jaynie Shorb*, James Walker*, Fred Holt* and Michael McIntosh*. Do You See What I See? The Use of Visual Passwords for Authentication. SIGITE ’20, October 7–9, 2020, Virtual Event, USA.

Publication: Marc Dupuis and Karen Renaud. Conducting "In-Person" Research During a Pandemic. SIGITE ’20, October 7–9, 2020, Virtual Event, USA.

Publication: Trang Quang* and Yang Peng. Device-driven On-demand Deployment of Serverless Computing Functions. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 23-27 March 2020, Austin, TX.

*student author