4 citations · 9 across the 5 of their papers we have counts for
7 papers
Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples
Gary K. Nave, Swati Padhee, Amanuel Alambo +3
Irregularly sampled time series data are common in a variety of fields. Many typical methods for drawing insight from data fail in this case. Here we attempt to generalize methods…
Predicting Early Indicators of Cognitive Decline from Verbal Utterances
Swati Padhee, Anurag Illendula, Megan Sadler +4
Dementia is a group of irreversible, chronic, and progressive neurodegenerative disorders resulting in impaired memory, communication, and thought processes. In recent years, clini…
COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study
Amanuel Alambo, Swati Padhee, Tanvi Banerjee +1
COVID-19 pandemic has adversely and disproportionately impacted people suffering from mental health issues and substance use problems. This has been exacerbated by social isolation…
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles
Amanuel Alambo, Cori Lohstroh, Erik Madaus +5
Recent advances in natural language processing have enabled automation of a wide range of tasks, including machine translation, named entity recognition, and sentiment analysis. Au…
Clustering of Social Media Messages for Humanitarian Aid Response during Crisis
Swati Padhee, Tanay Kumar Saha, Joel Tetreault +1
Social media has quickly grown into an essential tool for people to communicate and express their needs during crisis events. Prior work in analyzing social media data for crisis m…
Knowledge Graphs and Knowledge Networks: The Story in Brief
Amit Sheth, Swati Padhee, Amelie Gyrard
Knowledge Graphs (KGs) represent real-world noisy raw information in a structured form, capturing relationships between entities. However, for dynamic real-world applications such…