37 citations · 44 across the 10 of their papers we have counts for
10 papers
STEM Faculty Perspectives on Generative AI in Higher Education
Akila de Silva, Isabel Hyo Jung Song, Hui Yang +1
Generative artificial intelligence (GenAI) tools are increasingly present in higher education, yet their adoption has been largely student-driven, requiring instructors to respond…
MultiCaM-Vis: Visual Exploration of Multi-Classification Model with High Number of Classes
Syed Ahsan Ali Dilawer, Shah Rukh Humayoun
Visual exploration of multi-classification models with large number of classes would help machine learning experts in identifying the root cause of a problem that occurs during lea…
A Visual Analytic Environment to Co-locate Peoples' Tweets with City Factual Data
Snehal Patil, Shah Rukh Humayoun
Social Media platforms (e.g., Twitter, Facebook, etc.) are used heavily by public to provide news, opinions, and reactions towards events or topics. Integrating such data with the…
TECVis: A Visual Analytics Tool to Compare People's Emotion Feelings
Ilya Nemtsov, MST Jasmine Jahan, Chuting Yan +1
Twitter is one of the popular social media platforms where people share news or reactions towards an event or topic using short text messages called "tweets". Emotion analysis in t…
Circles: Inter-Model Comparison of Multi-Classification Problems with High Number of Classes
Nina Mir, Ragaad AlTarawneh, Shah Rukh Humayoun
The recent advancements in machine learning have motivated researchers to generate classification models dealing with hundreds of classes such as in the case of image datasets. How…
TEVISE: An Interactive Visual Analytics Tool to Explore Evolution of Keywords' Relations in Tweet Data
Shah Rukh Humayoun, Ibrahim Mansour, Ragaad AlTarawneh
Recently, a new window to explore tweet data has been opened in TExVis tool through visualizing the relations between the frequent keywords. However, timeline exploration of tweet…
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
Dylan Cashman, Shenyu Xu, Subhajit Das +6
Most visual analytics systems assume that all foraging for data happens before the analytics process; once analysis begins, the set of data attributes considered is fixed. Such sep…
Characterizing Pairs Collaboration in a Mobile-equipped Shared-Wall Display Supported Collaborative Setup
Razan N. Jaber, Ragaad AlTarawneh, Shah Rukh Humayoun
Recent advancements in mobile devices encourage researchers to utilize them in collaborative environments as a medium to interact with large shared wall-displays. In this paper, we…
A User-based Visual Analytics Workflow for Exploratory Model Analysis
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl +9
Many visual analytics systems allow users to interact with machine learning models towards the goals of data exploration and insight generation on a given dataset. However, in some…
assistME: A Platform for Assisting Engineers in Maintaining the Factory Pipeline
Ragaad AlTarawneh, Jens Bauer, Nicole Menck +2
In this position paper, we present our approach of utilizing mobile devices (i.e., mobile phones and tablets) for assisting engineers and experts in understanding and maintaining t…