Deep visual analytics (dva): applications, challenges and future directions

R Islam, S Akter, R Ratan, ARM Kamal, G Xu - Human-Centric Intelligent …, 2021 - Springer
Visual interactive system (VIS) has been received significant attention for solving various
complex problems. However, designing and implementing a novel VIS with the large scale …

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 …

Discovering dynamic adverse behavior of policyholders in the life insurance industry

MR Islam, S Liu, R Biddle, I Razzak, X Wang… - … Forecasting and Social …, 2021 - Elsevier
Adverse selection (AS) is one of the significant causes of market failure worldwide. Analysis
and deep insights into the Australian life insurance market show the existence of adverse …

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 …

[PDF][PDF] An extensible framework for recurrent breast cancer prognosis using deep learning techniques

RS Shankar, RS Chigurupati, P Voosala… - Indonesian Journal of …, 2023 - academia.edu
Due to population growth, early illness detection is getting more challenging. Breast cancer
is the second-deadliest malignancy. An estimated one million people are newly diagnosed …

Designing dashboard for exploring tourist hotspots in bangladesh

MT Islam, MR Islam, S Akter… - 2020 23rd international …, 2020 - ieeexplore.ieee.org
Tourism is a popular recreational activity among the people of Bangladesh. For the limited
resources in a specific tourist place, people face many difficulties when visiting a place at a …

ExTraVis: exploration of traffic incidents using a visual interactive system

J Zerafa, MR Islam, MA Kabir… - 2021 25th International …, 2021 - ieeexplore.ieee.org
The impact of road traffic incidents (eg, road accidents, vehicle breakdowns) have become
progressively worse over the years, being a major cause of many adverse issues such as …

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 …

Discovering tourist preference for electing destinations: a pattern mining based approach

MR Islam, MM Abdul Kader Jilani, SJ Miah… - Asia Pacific Journal of …, 2021 - Taylor & Francis
Awareness and access to information on travel benefits may bear importance for tourist
preference in selecting popular destination. Tourism businesses are continuously exploring …

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 …