Ashraful Islam

72 papers A* 6A 2B 3C 7Misc 1Journal 21Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Scoping Review of Deep Learning for Urban Visual Pollution and Proposal of a Real-Time Monitoring Framework with a Visual Pollution Index. CoRR Mohammad Masudur Rahman, Md. Rashedur Rahman, Ashraful Islam, Saadia Binte Alam, M. Ashraful Amin
2026	—	`conf`	Comparative Analysis of Digital Food Ecosystems in Bangladesh: Commercial Platforms versus F-Commerce. CHI Extended Abstracts Istiaq Ahmed, Faiza Omar Arpita, Ashraful Islam, Rashedur Rahman, M. Ashraful Amin
2026	J	`jnl`	Route, Retrieve, Reflect, Repair: Self-Improving Agentic Framework for Visual Detection and Linguistic Reasoning in Medical Imaging. CoRR Md. Faiyaz Abdullah Sayeedi, Rashedur M. Rahman, Siam Tahsin Bhuiyan, Sefatul Wasi, Ashraful Islam, Saadia Binte Alam, AKM Mahbubur Rahman
2025	—	`conf`	A Benchmark and Optimization Framework for ML and LLM-Based Health Triage. ICDM (Workshops) Md. Jobayer Rahman, Shamim Ahamed, Fahim Faisal Deepto, Marzia Zaman, Ashraful Islam, Farhana Sarker, Khondaker Abdullah Al Mamun
2025	J	`jnl`	A Graph-Assisted Digital-Twin-Driven Multiagent Shared Offloading for Internet of Vehicles. IEEE Internet Things J. Md. Zahangir Alam, Suryaia Rahman, Md. Asif Bin Khaled, Ashraful Islam, Abbas Jamalipour
2025	—	`conf`	A Theoretical Framework for Decentralized Intrusion Detection in Smart Networks Using Blockchain and Machine Learning. AINA (8) Moinul Alam, Mostafa Hasan, Arvil Nath Akash, Md. Junayed Hossain, Ashraful Islam, Sanzar Adnan Alam
2025	Misc	`conf`	AI Tools in Education: Investigating University Students' Motivations, Institutional Policies, and Ethical Considerations in Bangladesh. OZCHI Mohaymen Ul Anam, Mukit Mahdin, Maheen Mashrur Hoque, Ajwad Abrar Mostofa, Sadik Yasin Eftee, Ashraful Islam, M. Ashraful Amin
2025	B	`conf`	Adaptive and Scalable Reinforcement Learning Method for Multi-Site Transportation Optimization. IJCNN Ashraful Islam, Chuan Li
2025	—	`conf`	Analyzing Machine Learning Models for Multiclass Classification of Human Stress Levels: Comparison Between Balanced and Imbalanced Data. KST Nabarun Halder, Armun Alam, Jahanggir Hossain Setu, Asif Mahmood, Ashraful Islam, M. Ashraful Amin
2025	—	`conf`	CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla. IJCNLP-AACL (Findings) Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain, Mysha Samiha, Md Alvi Noor Hossain, Md Fahim, Amin Ahsan Ali, Ashraful Islam, M. Ashraful Amin, AKMMahbubur Rahman
2025	J	`jnl`	Deep learning approaches for short-crop reference evapotranspiration estimation: a case study in Southeastern Australia. Earth Sci. Informatics Uaktho Baishnab, Md. Sahadat Hossen Sajib, Ashraful Islam, Shangida Akter, Atik Hasan, Tonmoy Roy, Pobithra Das
2025	—	`conf`	Designing HepCare App: Promoting Hepatitis Prevention and Awareness in Bangladesh. HCI (58) Mst. Shikha Khatun, Anikah Hossain, Sumaiya Akter, Md. Abu Sayed, Ashraful Islam, M. Ashraful Amin
2025	—	`conf`	Designing a Mobile App for a National Liver Cancer Registry in Bangladesh. HCI (58) Nuha Najibah, Nahin Fatima, Md Alimuzzaman Farsi, Md. Abu Sayed, Ashraful Islam, M. Ashraful Amin, Md. Fazal Karim
2025	—	`conf`	Early-Stage Development of a Handwritten Prescription Interpretation App for Bangladeshi Citizens. HCI (58) Bushra Rahman, Afsana Rubyat, Mohammad Faiyaz Uz Zaman, Nabarun Halder, Ashraful Islam, M. Ashraful Amin
2025	—	`conf`	Emotion Recognition in Bangla Text: An Ensemble Approach with Data Augmentation using BanglaBERT and MultiBERT. ICCAE Nabarun Halder, Armun Alam, Jahanggir Hossain Setu, Ashraful Islam, M. Ashraful Amin
2025	—	`conf`	Enhancing Consumers' Financial Accessibility with Blockchain-Powered Credit Scoring: A Decentralized Method for Approval of Personal Loans. BCCA Sanjidul Alam Chowdhury, Md. Hadiur Rahman Hamim, Shohan Islam Joy, Md. Shakil Ahmed, Md. Junayed Hossain, Ashraful Islam, Sanzar Adnan Alam
2025	—	`conf`	Improving User Engagement and Learning Outcomes in LLM-Based Python Tutor: A Study of PACE. CHI Extended Abstracts Muhtasim Ibteda Shochcho, Mohammad Ashfaq Ur Rahman, Shadman Rohan, Ashraful Islam, Hasnain Heickal, AKM Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali
2025	—	`conf`	Initial Design of a Serious Game for Reducing Risks of Prenatal Excessive Gestational Weight Gain in Bangla. HCI (58) Tabriji Islam, Khandaker Umme Salma, Newaz Ben Alam, Ratna Saha, Ashraful Islam, M. Ashraful Amin
2025	J	`jnl`	Invisible Yet Detected: PelFANet with Attention-Guided Anatomical Fusion for Pelvic Fracture Diagnosis. CoRR Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Naomi Yagi, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam
2025	—	`conf`	Multi-Modal Deep Learning for Myocardial Infarction Detection Using ECG Signals and Images. UbiComp Companion Jahanggir Hossain Setu, Syed Tangim Pasha, Nabarun Halder, Eshtiak Ahmed, Ashraful Islam, M. Ashraful Amin
2025	J	`jnl`	RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification. IEEE Access Jahanggir Hossain Setu, Nabarun Halder, Ashraful Islam, M. Ashraful Amin
2024	—	`conf`	Bangladeshi Paddy Yield Estimation by Deep Learning Approach. ICCCNT Ashraful Islam, Tania Sultana, Md. Mehedi Hasan, Mahimul Islam Nadim
2024	C	`conf`	ECGInsight: A Web Application-Based Approach to Myocardial Infarction Detection From ECG Image Reports Utilizing ResNet. ICMLA Jahanggir Hossain Setu, Syed Tangim Pasha, Nabarun Halder, Sankar Sikder, Ashraful Islam, Md. Zahangir Alam
2024	B	`conf`	Empowering Multiclass Classification and Data Augmentation of Arabic News Articles Through Transformer Model. IJCNN Jahanggir Hossain Setu, Nabarun Halder, Sankar Sikder, Ashraful Islam, Md. Zahangir Alam
2024	—	`conf`	MatrikalinDiabetes: User-Centered Design of a mHealth App for Gestational Diabetes Mellitus Management and Education Among Bangladeshi Women. HCI (65) Mohammad Arshad Hossain Ratul, Tunisha Yanoor Bristy, Noorjahan Sayeed, Ashraful Islam, Beenish Moalla Chaudhry
2024	—	`conf`	Optimizing Software Release Management with GPT-Enabled Log Anomaly Detection. ICPR (2) Jahanggir Hossain Setu, Md. Shazzad Hossain, Nabarun Halder, Ashraful Islam, M. Ashraful Amin
2024	—	`conf`	Performance Analysis of Ensemble and DNN Models for Decoding Mental Stress Utilizing ECG-Based Wearable Data Fusion. BlackSeaCom Noor Masrur, Nabarun Halder, Sami Rashid, Jahanggir Hossain Setu, Ashraful Islam, Tarem Ahmed
2024	—	`conf`	ProbinShasthoBondhu: A User-Centered mHealth App for Enhancing Elderly Health Management in Bangladesh. HCI (68) Sumyia Afnan Mukta, Mahfuja Khanam, Kalpika Paul, Azrin Ahmed, Ashraful Islam, Asif Mahmood
2024	C	`conf`	Using Transformers for Emotion Recognition in Bangla Text: A Comparative Study of MultiBERT and BanglaBERT with Data Augmentation. ICMLA Nabarun Halder, Tanjina Piash Proma, Jahanggir Hossain Setu, Arafat Noor, Ashraful Islam, M. Ashraful Amin
2023	J	`jnl`	A Survey on Dimensionality Reduction Techniques for Time-Series Data. IEEE Access Mohsena Ashraf, Farzana Anowar, Jahanggir Hossain Setu, Atiqul Islam Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun
2023	—	`conf`	An Integrated System for Stroke Rehabilitation Exercise Assessment Using KINECT v2 and Machine Learning. IHCI (1) Minhajul Islam, Mairan Sultana, Eshtiak Ahmed, Ashraful Islam, A. K. M. Mahbubur Rahman, Amin Ahsan Ali, M. Ashraful Amin
2023	J	`jnl`	CH-Go: Online Go System Based on Chunk Data Storage. CoRR Hui Lu, Chuan Li, Yiming Yang, Cheng Li, Ashraful Islam
2023	C	`conf`	Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines. ISCC Ashraful Islam, Beenish Moalla Chaudhry, Aminul Islam
2023	—	`conf`	Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques. AIIoT Syed Tangim Pasha, Ashraful Islam, Mohammed Masudur Rahman, Eshtiak Ahmed, Md. Ferdouse Ahmed Foysal, Md. Zahangir Alam
2023	—	`conf`	Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model. AIIoT Abu Zobayer Bin Siddique, Shoibal Das, Poonam Tabassum, All Moon Tasir, Shovon Roy, Md. Saifur Rahman, Muhammad Firoz Mridha, Ashraful Islam
2023	J	`jnl`	Low-cost relay selection in multihop cooperative networks. J. King Saud Univ. Comput. Inf. Sci. Suryaia Rahman, Md. Zahangir Alam, Ashraful Islam, Md. Tarek Habib, Eshtiak Ahmed, Mahady Hasan, Tarem Ahmed
2023	C	`conf`	SMOTE Oversampling and Near Miss Undersampling Based Diabetes Diagnosis from Imbalanced Dataset with XAI Visualization. ISCC Nasim Mahmud Nayan, Ashraful Islam, Muhammad Usama Islam, Eshtiak Ahmed, Mohammad Mobarak Hossain, Md. Zahangir Alam
2023	A*	`conf`	SceneCalib: Automatic Targetless Calibration of Cameras and Lidars in Autonomous Driving. ICRA Ayon Sen, Gang Pan, Anton Mitrokhin, Ashraful Islam
2023	J	`jnl`	SceneCalib: Automatic Targetless Calibration of Cameras and Lidars in Autonomous Driving. CoRR Ayon Sen, Gang Pan, Anton Mitrokhin, Ashraful Islam
2023	A	`conf`	Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation. WACV Ashraful Islam, Ben Lundell, Harpreet Sawhney, Sudipta Sinha, Peter Morales, Richard J. Radke
2023	—	`conf`	Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh. AIIoT 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
2022	—	`conf`	CH-Go: Online Go System Based on Chunk Data Storage. HPCC/DSS/SmartCity/DependSys Hui Lu, Chuan Li, Yiming Yang, Cheng Li, Ashraful Islam
2022	A*	`conf`	ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild. NeurIPS Chirag Raman, José Vargas Quiros, Stephanie Tan, Ashraful Islam, Ekin Gedik, Hayley Hung
2022	J	`jnl`	ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild. CoRR Chirag Raman, José Vargas Quiros, Stephanie Tan, Ekin Gedik, Ashraful Islam, Hayley Hung
2022	—	`conf`	Early Usability Evaluation of a Relational Agent for the COVID-19 Pandemic. UIST (Adjunct Volume) Ashraful Islam, Beenish Moalla Chaudhry
2022	—	`conf`	Facing Big Data System Architecture Deployments: Towards an Automated Approach Using Container Technologies for Rapid Prototyping. HICSS Matthias Volk, Daniel Staegemann, Ashraful Islam, Klaus Turowski
2022	J	`jnl`	Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation. CoRR Ashraful Islam, Ben Lundell, Harpreet Sawhney, Sudipta Sinha, Peter Morales, Richard J. Radke
2022	J	`jnl`	TimeDistributed-CNN-LSTM: A Hybrid Approach Combining CNN and LSTM to Classify Brain Tumor on 3D MRI Scans Performing Ablation Study. IEEE Access Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Md. Zahid Hasan, Asif Karim, Ashraful Islam
2022	J	`jnl`	Virtual classrooms during Covid-19: understanding their efficacy and acceptance among Bangladeshi students. Interactions S. M. Rakibul Islam, Nabarun Halder, Ashraful Islam, Eshtiak Ahmed, Sheak Rashed Haider Noori
2021	A*	`conf`	A Broad Study on the Transferability of Visual Representations with Contrastive Learning. ICCV Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris
2021	J	`jnl`	A Broad Study on the Transferability of Visual Representations with Contrastive Learning. CoRR Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard J. Radke, Rogério Feris
2021	—	`conf`	A Health Service Delivery Relational Agent for the COVID-19 Pandemic. DESRIST Ashraful Islam, Mohammad Masudur Rahman, Md Faisal Kabir, Beenish M. Chaudhry
2021	A*	`conf`	A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization. AAAI Ashraful Islam, Chengjiang Long, Richard J. Radke
2021	J	`jnl`	A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization. CoRR Ashraful Islam, Chengjiang Long, Richard J. Radke
2021	—	`conf`	Acceptance Evaluation of a COVID-19 Home Health Service Delivery Relational Agent. PervasiveHealth Ashraful Islam, Beenish Moalla Chaudhry
2021	—	`conf`	Bio-Floc Monitoring and Automatic Controlling System using IoT. IoTaIS Kushik Kumar Saha, Ashraful Islam, Sakib Shahriar Joy, Ishmam Writwik, Kawshik Shikder
2021	C	`conf`	Design Validation of a Workplace Stress Management Mobile App for Healthcare Workers During COVID-19 and Beyond. MobiQuitous Beenish Moalla Chaudhry, Ashraful Islam
2021	A*	`conf`	Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data. NeurIPS Ashraful Islam, Chun-Fu (Richard) Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke
2021	J	`jnl`	Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data. CoRR Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Richard J. Radke
2021	J	`jnl`	Generating Cyber Threat Intelligence to Discover Potential Security Threats Using Classification and Topic Modeling. CoRR Md. Imran Hossen, Ashraful Islam, Farzana Anowar, Eshtiak Ahmed, Mohammad Masudur Rahman
2021	B	`conf`	Identifying User Personas for Engagement with a COVID-19 Health Service Delivery Relational Agent. HAI Ashraful Islam, Beenish Moalla Chaudhry
2020	—	`conf`	Adaptive Feature Selection and Classification of Colon Cancer From Gene Expression Data: an Ensemble Learning Approach. ICCA Ashraful Islam, Mohammad Masudur Rahman, Eshtiak Ahmed, Faisal Arafat, Md Fazle Rabby
2020	—	`conf`	An Automated System in ATM Booth Using Face Encoding and Emotion Recognition Process. IPMV Atiqul Islam Chowdhury, Mohammad Munem Shahriar, Ashraful Islam, Eshtiak Ahmed, Asif Karim, Mohammad Rezwanul Islam
2020	A*	`conf`	DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization. CVPR Ashraful Islam, Chengjiang Long, Arslan Basharat, Anthony Hoogs
2020	—	`conf`	Internet of Things (IoT): Vulnerabilities, Security Concerns and Things to Consider. ICCCNT Eshtiak Ahmed, Ashraful Islam, Mohsena Ashraf, Atiqul Islam Chowdhury, Mohammad Masudur Rahman
2020	C	`conf`	Use of Remote Sensing Satellite Images in Rice Area Monitoring System of Bangladesh. IGARSS Kazi A. Kalpoma, Rumman Ali, Ashiqur Rahman, Ashraful Islam
2020	A	`conf`	Weakly Supervised Temporal Action Localization Using Deep Metric Learning. WACV Ashraful Islam, Richard J. Radke
2020	J	`jnl`	Weakly Supervised Temporal Action Localization Using Deep Metric Learning. CoRR Ashraful Islam, Richard J. Radke
2019	J	`jnl`	Design and Evaluation of Sensor Housing for Boundary Layer Profiling Using Multirotors. Sensors Ashraful Islam, Adam L. Houston, Ajay Shankar, Carrick Detweiler
2019	J	`jnl`	Intercomparison of Small Unmanned Aircraft System (sUAS) Measurements for Atmospheric Science during the LAPSE-RATE Campaign. Sensors 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
2018	C	`conf`	A Computational Approach to Author Identification from Bengali Song Lyrics. IJCCI Nazmun Nisat Ontika, Md. Fasihul Kabir, Ashraful Islam, Eshtiak Ahmed, Mohammad Nurul Huda
2018	—	`conf`	Correlating Belongings with Passengers in a Simulated Airport Security Checkpoint. ICDSC Ashraful Islam, Yuexi Zhang, Dong Yin, Octavia I. Camps, Richard J. Radke