activity
20182021
most citedA User-based Visual Analytics Workflow for Exploratory Model Analysis

37 citations · 48 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG2021★ 3 cited

Fine-grained Geolocation Prediction of Tweets with Human Machine Collaboration

Florina Dutt, Subhajit Das

Twitter is a useful resource to analyze peoples' opinions on various topics. Often these topics are correlated or associated with locations from where these Tweet posts are made. F…

cs.LG2021

CACTUS: Detecting and Resolving Conflicts in Objective Functions

Subhajit Das, Alex Endert

Machine learning (ML) models are constructed by expert ML practitioners using various coding languages, in which they tune and select models hyperparameters and learning algorithms…

cs.IR2020★ 6 cited

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…

cs.HC2019★ 2 cited

Geono-Cluster: Interactive Visual Cluster Analysis for Biologists

Bahador Saket, Subhajit Das, Bum Chul Kwon +1

Biologists often perform clustering analysis to derive meaningful patterns, relationships, and structures from data instances and attributes. Though clustering plays a pivotal role…

cs.HC2018★ 37 cited

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…