Strategies for evaluating visual analytics systems: A systematic review and new perspectives

MR Islam, S Akter, L Islam, I Razzak… - Information …, 2024 - journals.sagepub.com
In recent times, visual analytics systems (VAS) have been used to solve various complex
issues in diverse application domains. Nonetheless, an inherent drawback arises from the …

TopoBERT: Exploring the topology of fine-tuned word representations

A Rathore, Y Zhou, V Srikumar… - Information …, 2023 - journals.sagepub.com
Transformer-based language models such as BERT and its variants have found widespread
use in natural language processing (NLP). A common way of using these models is to fine …

[HTML][HTML] DeepVATS: Deep visual analytics for time series

V Rodriguez-Fernandez, D Montalvo-Garcia… - Knowledge-Based …, 2023 - Elsevier
Abstract The field of Deep Visual Analytics (DVA) has recently arisen from the idea of
developing Visual Interactive Systems supported by deep learning, in order to provide them …

Analyzing the impact of demographic variables on spreading and forecasting COVID-19

O Sharif, MR Islam, MZ Hasan, MA Kabir… - Journal of Healthcare …, 2022 - Springer
The aim of this study is to analyse the coronavirus disease 2019 (COVID-19) outbreak in
Bangladesh. This study investigates the impact of demographic variables on the spread of …

Natural language interactions enhanced by data visualization to explore insurance claims and manage risk

MR Islam, I Razzak, X Wang, P Tilocca, G Xu - Annals of Operations …, 2022 - Springer
Claims analysis and risk management is key to avoiding fraud and managing risk in the life
insurance industry. Though visualization plays a fundamental role in supporting analysis …

Sidvis: Designing visual interactive system for analyzing suicide ideation detection

MR Islam, MKH Sakib, A Ulhaq, S Akter… - 2023 27th …, 2023 - ieeexplore.ieee.org
Suicide is a critical global issue that demands a comprehensive examination of factors such
as mental illness, substance abuse, financial stress, and trauma. Effectively identifying …

DiaVis: Exploration and Analysis of Diabetes through Visual Interactive System

M Rahman, MR Islam, S Akter, S Akter, L Islam… - Human-Centric Intelligent …, 2021 - Springer
Background Diabetes is a long-term disease characterized by high blood sugar and has
risen as a public health problem globally. Exploring and analyzing diabetes data is a timely …

Deepvis: A visual interactive system for exploring performance of deep learning models

F Ahmed, R Ferdows, MR Islam… - 2022 10th International …, 2022 - ieeexplore.ieee.org
Nowadays, deep learning (DL) models have been an emerging technology because of their
performances and wide acceptance in various fields. However, in most cases, the …

LieVis: A Visual Interactive Dashboard for Lie Detection Using Machine Learning and Deep Learning Techniques

SA Prome, MR Islam, D Asirvatham… - … on Computer and …, 2023 - ieeexplore.ieee.org
Lying poses a significant concern in our everyday lives, impacting social interactions. The
skill of detecting lies or deceitful statements is of immense value, mainly due to the elusive …

Exvis: Explainable visual decision support system for risk management

MR Islam, J Zhang, MH Ashmafee… - … on Behavioral and …, 2021 - ieeexplore.ieee.org
Managing and communicating risk has become a crucial task in today's economy and
society, where data visualization can play a vital role. Existing researchers have applied …