198 citations · 395 across the 12 of their papers we have counts for
13 papers
MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries
Muntabir Hasan Choudhury, Lamia Salsabil, Himarsha R. Jayanetti +3
Metadata quality is crucial for digital objects to be discovered through digital library interfaces. However, due to various reasons, the metadata of digital objects often exhibits…
Automatic Metadata Extraction Incorporating Visual Features from Scanned Electronic Theses and Dissertations
Muntabir Hasan Choudhury, Himarsha R. Jayanetti, Jian Wu +2
Electronic Theses and Dissertations (ETDs) contain domain knowledge that can be used for many digital library tasks, such as analyzing citation networks and predicting research tre…
ScanBank: A Benchmark Dataset for Figure Extraction from Scanned Electronic Theses and Dissertations
Sampanna Yashwant Kahu, William A. Ingram, Edward A. Fox +1
We focus on electronic theses and dissertations (ETDs), aiming to improve access and expand their utility, since more than 6 million are publicly available, and they constitute an…
Differentially Private Synthetic Medical Data Generation using Convolutional GANs
Amirsina Torfi, Edward A. Fox, Chandan K. Reddy
Deep learning models have demonstrated superior performance in several application problems, such as image classification and speech processing. However, creating a deep learning m…
On the Evaluation of Generative Adversarial Networks By Discriminative Models
Amirsina Torfi, Mohammadreza Beyki, Edward A. Fox
Generative Adversarial Networks (GANs) can accurately model complex multi-dimensional data and generate realistic samples. However, due to their implicit estimation of data distrib…
Aspect Classification for Legal Depositions
Saurabh Chakravarty, Satvik Chekuri, Maanav Mehrotra +1
Attorneys and others have a strong interest in having a digital library with suitable services (e.g., summarizing, searching, and browsing) to help them work with large corpora of…