Ashraful Islam

According to our database, Ashraful Islam authored at least 40 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model.

Jahanggir Hossain Setu, Nabarun Halder, Sankar Sikder, Ashraful Islam, Md Zahangir Alam

Proceedings of the International Joint Conference on Neural Networks, 2024

Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection.

Jahanggir Hossain Setu, Md. Shazzad Hossain, Nabarun Halder, Ashraful Islam, M. Ashraful Amin

Proceedings of the Pattern Recognition - 27th International Conference, 2024

MatrikalinDiabetes: User-Centered Design of a mHealth App for Gestational Diabetes Mellitus Management and Education Among Bangladeshi Women.

Mohammad Arshad Hossain Ratul, Tunisha Yanoor Bristy, Noorjahan Sayeed, Ashraful Islam, Beenish Moalla Chaudhry

Proceedings of the HCI International 2024 - Late Breaking Papers, 2024

Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion.

Noor Masrur, Nabarun Halder, Sami Rashid, Jahanggir Hossain Setu, Ashraful Islam, Tarem Ahmed

Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2024

2023

Low-cost relay selection in multihop cooperative networks.

Suryaia Rahman, Md Zahangir Alam, Ashraful Islam, Md. Tarek Habib, Eshtiak Ahmed, Mahady Hasan, Tarem Ahmed

J. King Saud Univ. Comput. Inf. Sci., October, 2023

A Survey on Dimensionality Reduction Techniques for Time-Series Data.

Mohsena Ashraf, Farzana Anowar, Jahanggir Hossain Setu, Atiqul Islam Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun

IEEE Access, 2023

Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation.

Ashraful Islam, Ben Lundell, Harpreet Sawhney, Sudipta Sinha, Peter Morales, Richard J. Radke

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization.

Nasim Mahmud Nayan, Ashraful Islam, Muhammad Usama Islam, Eshtiak Ahmed, Mohammad Mobarak Hossain, Md Zahangir Alam

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines.

Ashraful Islam, Beenish Moalla Chaudhry, Aminul Islam

Proceedings of the IEEE Symposium on Computers and Communications, 2023

An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning.

Minhajul Islam, Mairan Sultana, Eshtiak Ahmed, Ashraful Islam, A. K. M. Mahbubur Rahman, Amin Ahsan Ali, M. Ashraful Amin

Proceedings of the Intelligent Human Computer Interaction - 15th International Conference, 2023

SceneCalib: Automatic Targetless Calibration of Cameras and Lidars in Autonomous Driving.

Ayon Sen, Gang Pan, Anton Mitrokhin, Ashraful Islam

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model.

Abu Zobayer Bin Siddique, Shoibal Das, Poonam Tabassum, All Moon Tasir, Shovon Roy, Md. Saifur Rahman, Muhammad Firoz Mridha, Ashraful Islam

Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023

Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh.

Sheikh Rahmatulla Sakib, Kamarun Nahar Sara, Md. Tahmid Hossain Rasel, Md. Masudul Islam Asif, Md. Aynul Hasan Nahid, Md. Saifur Rahman, Muhammad Firoz Mridha, Ashraful Islam

Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023

Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques.

Syed Tangim Pasha, Ashraful Islam, Mohammed Masudur Rahman, Eshtiak Ahmed, Md. Ferdouse Ahmed Foysal, Md Zahangir Alam

Proceedings of the 2023 IEEE World AI IoT Congress (AIIoT), 2023

2022

Virtual classrooms during Covid-19: understanding their efficacy and acceptance among Bangladeshi students.

S. M. Rakibul Islam, Nabarun Halder, Ashraful Islam, Eshtiak Ahmed, Sheak Rashed Haider Noori

Interactions, 2022

ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild.

Chirag Raman, José Vargas Quiros, Stephanie Tan, Ekin Gedik, Ashraful Islam, Hayley Hung

CoRR, 2022

TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study.

Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim, Ashraful Islam

IEEE Access, 2022

Early Usability Evaluation of a Relational Agent for the COVID-19 Pandemic.

Ashraful Islam, Beenish Moalla Chaudhry

Proceedings of the Adjunct Publication of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild.

Chirag Raman, José Vargas Quiros, Stephanie Tan, Ashraful Islam, Ekin Gedik, Hayley Hung

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CH-Go: Online Go System Based on Chunk Data Storage.

Hui Lu, Chuan Li, Yiming Yang, Cheng Li, Ashraful Islam

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

Facing Big Data System Architecture Deployments: Towards an Automated Approach Using Container Technologies for Rapid Prototyping.

Matthias Volk, Daniel Staegemann, Ashraful Islam, Klaus Turowski

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Generating Cyber Threat Intelligence to Discover Potential Security Threats Using Classification and Topic Modeling.

Md. Imran Hossen, Ashraful Islam, Farzana Anowar, Eshtiak Ahmed, Mohammad Masudur Rahman

CoRR, 2021

Acceptance Evaluation of a COVID-19 Home Health Service Delivery Relational Agent.

Ashraful Islam, Beenish Moalla Chaudhry

Proceedings of the Pervasive Computing Technologies for Healthcare, 2021

Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data.

Ashraful Islam, Chun-Fu (Richard) Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Design Validation of a Workplace Stress Management Mobile App for Healthcare Workers During COVID-19 and Beyond.

Beenish Moalla Chaudhry, Ashraful Islam

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

Bio-Floc Monitoring and Automatic Controlling System using IoT.

Kushik Kumar Saha, Ashraful Islam, Sakib Shahriar Joy, Ishmam Writwik, Kawshik Shikder

Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021

A Broad Study on the Transferability of Visual Representations with Contrastive Learning.

Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Identifying User Personas for Engagement with a COVID-19 Health Service Delivery Relational Agent.

Ashraful Islam, Beenish Moalla Chaudhry

Proceedings of the HAI '21: International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9, 2021

A Health Service Delivery Relational Agent for the COVID-19 Pandemic.

Ashraful Islam, Mohammad Masudur Rahman, Md Faisal Kabir, Beenish M. Chaudhry

Proceedings of the Next Wave of Sociotechnical Design, 2021

A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization.

Ashraful Islam, Chengjiang Long, Richard J. Radke

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Weakly Supervised Temporal Action Localization Using Deep Metric Learning.

Ashraful Islam, Richard J. Radke

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

An Automated System in ATM Booth Using Face Encoding and Emotion Recognition Process.

Atiqul Islam Chowdhury, Mohammad Munem Shahriar, Ashraful Islam, Eshtiak Ahmed, Asif Karim, Mohammad Rezwanul Islam

Proceedings of the IPMV 2020: 2nd International Conference on Image Processing and Machine Vision, 2020

Use of Remote Sensing Satellite Images in Rice Area Monitoring System of Bangladesh.

Kazi A. Kalpoma, Rumman Ali, Ashiqur Rahman, Ashraful Islam

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Internet of Things (IoT): Vulnerabilities, Security Concerns and Things to Consider.

Eshtiak Ahmed, Ashraful Islam, Mohsena Ashraf, Atiqul Islam Chowdhury, Mohammad Masudur Rahman

Proceedings of the 11th International Conference on Computing, 2020

Adaptive Feature Selection and Classification of Colon Cancer From Gene Expression Data: an Ensemble Learning Approach.

Ashraful Islam, Mohammad Masudur Rahman, Eshtiak Ahmed, Faisal Arafat, Md Fazle Rabby

Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020

DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization.

Ashraful Islam, Chengjiang Long, Arslan Basharat, Anthony Hoogs

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Design and Evaluation of Sensor Housing for Boundary Layer Profiling Using Multirotors.

Ashraful Islam, Adam L. Houston, Ajay Shankar, Carrick Detweiler

Sensors, 2019

Intercomparison of Small Unmanned Aircraft System (sUAS) Measurements for Atmospheric Science during the LAPSE-RATE Campaign.

Lindsay Barbieri, Stephan T. Kral, Sean C. C. Bailey, Amy E. Frazier, Jamey D. Jacob, Joachim Reuder, David Brus, Phillip B. Chilson, Christopher Crick, Carrick Detweiler, Abhiram Doddi, Jack Elston, Hosein Foroutan, Javier González-Rocha, Brian R. Greene, Marcelo I. Guzman, Adam L. Houston, Ashraful Islam, Osku Kemppinen, Dale A. Lawrence, Elizabeth A. Pillar-Little, Shane D. Ross, Michael P. Sama, David G. Schmale III, Travis J. Schuyler, Ajay Shankar, Suzanne W. Smith, Sean Waugh, Cory Dixon, Steve Borenstein, Gijs de Boer

Sensors, 2019

2018

A Computational Approach to Author Identification from Bengali Song Lyrics.

Nazmun Nisat Ontika, Md. Fasihul Kabir, Ashraful Islam, Eshtiak Ahmed, Mohammad Nurul Huda

Proceedings of International Joint Conference on Computational Intelligence, 2018

Correlating Belongings with Passengers in a Simulated Airport Security Checkpoint.

Ashraful Islam, Yuexi Zhang, Dong Yin, Octavia I. Camps, Richard J. Radke

Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018