Ryan Dubnicek

According to our database, Ryan Dubnicek authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Piloting A Machine Learning Approach to Identify English-Language Fiction in the HathiTrust Digital Library.

Ryan Dubnicek, Ted Underwood

Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

"The library is open!": Open data and an open API for the HathiTrust Digital Library.

John A. Walsh, Glen Layne-Worthey, Jacob Jett, Boris Capitanu, Peter Organisciak, Ryan Dubnicek, J. Stephen Downie

Proceedings of the Computational Humanities Research Conference 2023, 2023

2022

A prototype gutenberg-hathitrust sentence-level parallel corpus for OCR error analysis: pilot investigations.

Ming Jiang, Ryan C. Dubnicek, Glen Worthey, Ted Underwood, J. Stephen Downie

Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

Uncovering Black Fantastic: Piloting A Word Feature Analysis and Machine Learning Approach for Genre Classification.

Nikolaus Nova Parulian, Ryan Dubnicek, Glen Worthey, Daniel J. Evans, John A. Walsh, J. Stephen Downie

Proceedings of the Crisis, Transition, Resilience: Re-imagining an information resilient society, 2022

2021

Evaluating BERT's Encoding of Intrinsic Semantic Features of OCR'd Digital Library Collections.

Ming Jiang, Yuerong Hu, Glen Worthey, Ryan C. Dubnicek, Ted Underwood, J. Stephen Downie

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

Introduction to and Hands-On Use Cases with HathiTrust Research Center's Extracted Features 2.0 Dataset.

Ryan Dubnicek, Deren Kudeki

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

Impact of OCR Quality on BERT Embeddings in the Domain Classification of Book Excerpts.

Ming Jiang, Yuerong Hu, Glen Worthey, Ryan C. Dubnicek, Ted Underwood, J. Stephen Downie

Proceedings of the Conference on Computational Humanities Research, 2021

2020

Evaluating a Machine Learning Approach to Identifying Expressive Content at Page Level in HathiTrust.

Nikolaus Nova Parulian, Kristina Hall, Ryan Dubnicek, Yuerong Hu, J. Stephen Downie

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

2019

Text Mining with HathiTrust.

Eleanor Dickson Koehl, Ryan Dubnicek

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

2018

Exploring linked data benefits for digital library users.

Katrina Fenlon, Jacob Jett, Ryan Dubnicek, Timothy W. Cole, Deren Kudeki

Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018