Computer Science and Software Engineering Department faculty research is highly interdisciplinary. Faculty researchers are actively involved in collaborations with industry partners and internal and external academic colleagues on solving real-world problems.
Modified from csc.calpoly.edu
Submissions from 2024
Improving Document Classification by Integrating Human-Crafted Semantic Knowledge, Lubomir Stanchev and Zachary Weinfeld
Submissions from 2023
Discussing the History of Ideas in a Data Science Seminar, Lubomir Stanchev
Genealogical Relationship Extraction from Unstructured Text Using Fine-Tuned Transformer Models, Lubomir Stanchev and Carloangello Parrolivelli
Submissions from 2022
Hierarchical Classification of Deep-Sea Videos, Lubomir Stanchev and Hanson Egbert
Submissions from 2020
Automating Deep-Sea Video Annotation Using Machine Learning, Hanson Egbert, Lubomir Stanchev, and Benjamin Ruttenberg
Submissions from 2019
Combining Parts of Speech, Term Proximity, and Query Expansion for Document Retrieval, Lubomir Stanchev and Eric LaBouve
Submissions from 2018
Characterizing mental health and wellness in students across engineering disciplines, Andrew Danowitz and Kacey Beddoes
Semantic Document Clustering Using Information from WordNet and DBPedia, Lubomir Stanchev
Submissions from 2017
Group work versus informal collaborations: Student perspectives, Andrew Danowitz
Teaching systems and robotics in a four-week summer short course, Andrew Danowitz, Bridget Benson, and Jeremy Edmonds
Implementing Semantic Document Search Using a Bounded Random Walk in a Probabilistic Graph, Lubomir Stanchev
Submissions from 2016
Leveraging the final project to improve student motivation in introductory digital design courses, Andrew Danowitz
Leveraging new platforms to provide students with a realistic SoC design experience, Andrew Danowitz and Antonio M. Leija
Creating a Probabilistic Graph for WordNet using Markov Logic Network, Lubomir Stanchev
Creating a Probabilistic Model for WordNet, Lubomir Stanchev
Fine-tuning an algorithm for semantic document clustering using a similarity graph, Lubomir Stanchev
Semantic Document Clustering Using a Similarity Graph, Lubomir Stanchev
Submissions from 2015
Building Conflict-Free FFT Schedules, Stephen Richardson, Dejan Markovic, Andrew Danowitz, John Brunhaver, and Mark Horowitz
Fine-Tuning an Algorithm for Semantic Search Using a Similarity Graph, Lubomir Stanchev
Measuring the Strength of the Semantic Relationship Between Words, Lubomir Stanchev
Semantic Search Using a Similarity Graph, Lubomir Stanchev
Submissions from 2014
Exploring abstract interfaces in system-on-chip integration, Andrew Danowitz
A heterogeneous compute solution for optimized genomic selection analysis, Trevor DeVore, Scott Kenneth Winkleblack, Bruce Golden, and Chris Lupo
Twill: A hybrid microcontroller-FPGA framework for parallelizing single-threaded C programs, Douglas S. Gallatin, Aaron Keen, Chris Lupo, and John Y. Oliver
Chapter 13 Access within the Classroom through Universal Design for Learning and Key Learning Elements, Joe Grimes and Mark Grimes