Proceedings of the International Conference on Intelligent Data Analysis and Applications (IDAA 2025)
492 authors
- Biswas, Jahanur
- A Comparative Study of Classical and Deep Learning Approaches for Bangla Handwritten Digit Recognition With Explainability
- Biswas, Pranta
- TakaGuard: Mitigating Fraud Risks in Bangladesh’s Mobile Financial Services through BERT-based Sentence Classification
- Biswas, Prosenjit Chandra
- A PCA-Enhanced Ensemble Framework for Maternal Health Risk Prediction with SMOTE-ENN Balancing
- Biswas, Uzzwal Kumar
- BdSL-Net: A Hybrid CNN-LSTM-Attention Framework for Real Time Bangla Sign Language Recognition
- Bithi, Tanzina
- Comparative Analysis of Deep CNN, Transfer Learning, and Proposed Ensemble Architecture for Monkeypox Detection
- Bornil, Abrar Hameem
- AI-Driven Personal Item & Crime Pattern Tracker for Bangladeshi Consumers
- Bristi, Sadia
- BanglaBirds-AttnNet: A Framework for Classification Endangered Bangladeshi Birds Using EfficientNetB0 with CBAM Enhanced By Explainable AI
- Bristy, Anisa Khatun
- A Lightweight MobileViT-Based Framework for Carambola Leaf and Fruit Disease Detection
- Bristy, Nusrat Jahan
- An Optimized Deep Learning Approach for Automatic License Plate Detection and Recognition
- Bushra, Zuhaina Islam
- Accurate Battery Lifetime Estimation for Electric Vehicle Using Machine Learning Models
- Chakraborty, Narayan Ranjan
- Risk Level Prediction of Antenatal Period Using Machine Learning Approaches
- Chowdhury, Mahtab
- Improving Early Alzheimer’s Disease Diagnosis Using Machine Learning on Clinical and Demographic Data
- Chowdhury, Mahtab
- CancerGuard: A Deep Learning Approach to Lung Cancer Detection
- Chowdhury, Mahtab
- A Comprehensive Study on Deep Learning Architectures for Robust Object Identification in UAV-based Thermal Imaging
- Chowdhury, Mashuka Bashar
- StrokeNetBench: A Comparative Framework of Deep Architectures for Stroke Detection and Classification
- Chowdhury, Md. Jalal Uddin
- Ensemble and Transformer Models for Emotion Recognition in Bengali Consumer-Goods E-Commerce Comments
- Chowdhury, Md. Nazmul Alam
- Bangla Handwriting Based Person Identification Using Machine Learning Techniques
- Chowdhury, Md. Nazmul Alam
- Bangla Handwriting Based Person Identification Using Machine Learning Techniques
- Chowdhury, Md. Nazmul Alam
- Explainable and Optimized Random Forest Model for Customer Purchase Prediction and Segmentation in E-Commerce
- Chowdhury, Most. Sharmin Ara
- Influence of AI-Enhanced Customer Insights on Service Innovation: Mediating Role of Knowledge Management in Bangladeshi Service Firms
- Chowdhury, Mumtahina
- Influence of AI-Enhanced Customer Insights on Service Innovation: Mediating Role of Knowledge Management in Bangladeshi Service Firms
- Chowdhury, Munjib Hasan
- Recognition of Bangla Sign Language for Letters and Words using Hand Gestures and Predictive Analytics
- Chowdhury, Rajat
- Addressing Behavioral Patterns of Late Sleepers Using a Supervised Learning Approach
- Chowdhury, Zahinul Haque
- A Machine Learning Approach to Predicting Depression in University Students in Bangladesh: Enhancing Mental Health Assessment
- Chy, Mojaidul Islam Asik
- A Next-Generation Zero-Trust Security Framework for Cloud-Native Microservices Powered by AI
- Cruze, Francis Rudra D.
- Psychological Risk Profiling for Post-COVID-19 Anxiety Using Interpretable Ensemble Learning
- Das Gupta, Sudipta
- Fine-Tuned MobileNetV2 for Multi-Fruit Ripeness Classification Using Deep Transfer Learning
- Datta, Shrabon
- Risk Level Prediction of Antenatal Period Using Machine Learning Approaches
- Dipu, Md. Hasanuzzaman
- Transformer-Based Approach for Jute Leaf Disease Detection and Classification
- Efat, Md Efatuzzaman
- RAG-Driven Scholarly Assistant: Automating Research Paper Analysis with Open-Source LLM Benchmarking
- Emon, Mahedi Hasan
- Enhancing Bangla Document Classification Using a Hybrid Ensemble of Bangla-BERT and Bi-LSTM Models
- Emon, Md Mehedi Hasan
- Influence of AI-Enhanced Customer Insights on Service Innovation: Mediating Role of Knowledge Management in Bangladeshi Service Firms
- Emon, Nafiz Ahmed
- A Lightweight MobileViT-Based Framework for Carambola Leaf and Fruit Disease Detection
- Emon, Susanta Roy
- An Advanced Multi-Input LSTM Framework with Attention for Predicting the Risk Level of Cardiovascular Disease
- Esha, Jannatul Ferdous
- Real-Time Face Detection and Recognition for Secure Access Control Using Deep Learning
- Esha, Nafisa Tasneem
- An Ensemble Machine Learning Framework for Malicious PDF Detection Using Static and Structural Features
- Eshan, Shalim Shadman
- A Lightweight MobileViT-Based Framework for Carambola Leaf and Fruit Disease Detection
- Esty, Fatema Tuj Tarannom
- Enhancing BdSL Recognition: Comparative Evaluation of CNN, VGG16, ResNet50, and MobileNet Architectures
- Faria, Jannatul Ferdoss
- Enhancing BdSL Recognition: Comparative Evaluation of CNN, VGG16, ResNet50, and MobileNet Architectures
- Faruqui, Nuruzzaman
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Fatema-Tuj-Johora
- Enhanced Rice Disease Recognition Using Transfer Learning
- Fatema-Tuj-Johora
- Binary-Class AI-Generated Content Detection Through Comprehensive Feature Engineering
- Faysal, Mahir
- Advanced Hybrid CNN-ViT Ensemble with Attention and FPN Mechanism for Retinal OCT Disease Classification
- Ferdaus, Jannatul
- Comparative Analysis of Deep CNN, Transfer Learning, and Proposed Ensemble Architecture for Monkeypox Detection
- Ferdows, Most. Jannatul
- Early Prediction of Gestational Diabetes Using Machine Learning Models with Non Invasive Clinical Features
- Fuad, Adnan Mahmud
- Analysis of Human and AI-generated Text Classification
- Ghatak, Rajoshree
- BiLSTM-Based Smishing Detection for Bangla SMS
- Ghosh, Abhijit Kumar
- PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
- Ghosh, Amit Kumar
- High-Accuracy 3-Class Cerebral Stroke Detection Using ConvNeXt: An End-to-End Vision Pipeline
- Ghosh, Amit Kumar
- Adaptive Explanation-Aware Stacking for Cervical Cancer Risk Prediction
- Ghosh, Amit Kumar
- YOLO-E3CA: An Ensemble YOLOv8 Framework with Coordinate Attention for Automated Detection of Karanda (Carissa carandas) Leaf Diseases
- Ghosh, Kingkar Prosad
- Shadhu-Cholito Detection Across Scripts: A Comprehensive Approach to Banglish and Bengali Register Classification
- Ghosh, Sourav
- Explainable AI Based Fully Fine-Tuned Data-efficient Image Transformer (DeiT-B) Model for Multi Class Chest X-Ray Image Classification
- Habib, Ahasan
- A Novel Hematological Machine Learning Framework for Predictive Modeling of Dengue Diagnosis Using CBC Parameters in Bangladesh
- Habib, Lamia
- Real-Time Face Detection and Recognition for Secure Access Control Using Deep Learning
- Habib, Md Ahasan
- Machine Learning Approaches for Rumor Detection in Social Media: Types, Techniques, and Opportunities
- Habiba, Umme
- Enhanced Rice Disease Recognition Using Transfer Learning
- Hadi, Md. Awal
- Predicting the Impact of Part-Time Employment on Academic Performance among University Students in Bangladesh Using Machine Learning Models
- Hameem, MD. Tahmeed Kowsher
- A Machine Learning Approach to Predicting Depression in University Students in Bangladesh: Enhancing Mental Health Assessment
- Hameem, MD. Tahmeed Kowsher
- Real-Time Motorbike Helmet Detection System Using Hybrid Deep Learning Model
- Hameem, Md. Tahmeed Kowsher
- Performance Analysis Based on Deep Learning Architecture to Track Out Cholangiocarcinoma
- Hamim, Md Sabbir Hosen
- An Ensemble Machine Learning Framework for Malicious PDF Detection Using Static and Structural Features
- Hamja, Amir
- Design and Development of an Autonomous Fire-Fighting Robot Using GSM Communication
- Haque, A. K. M. Bahalul
- From Classical to Colloquial: Leveraging LLMs for Sadhu–Cholit Register Identification in Bangla
- Haque, A. K. M. Bahalul
- Fine-Tuned MobileNetV2 for Multi-Fruit Ripeness Classification Using Deep Transfer Learning
- Haque, Kazi Zakiul
- A Comprehensive Study on Deep Learning Architectures for Robust Object Identification in UAV-based Thermal Imaging
- Haque, Md Azijul
- BiLSTM-Based Smishing Detection for Bangla SMS
- Haque, S. M. Aminul
- A Comparative Study of Sequential Models and Transformer-Based LLMs for Bangla Suspicious Political Comment Classification
- Hasan, Firoz
- Predicting the Impact of Part-Time Employment on Academic Performance among University Students in Bangladesh Using Machine Learning Models
- Hasan, Jamil
- Self-Distilled Vision Transformer (SD-ViT) to Classify Brain Tumors using MRI images
- Hasan, Jamil
- Advanced Hybrid CNN-ViT Ensemble with Attention and FPN Mechanism for Retinal OCT Disease Classification
- Hasan, Kazi Jahid
- AIoT-Enabled Real-Time Water Quality and Fish Health Monitoring System for Smart Aquaculture
- Hasan, Kazi Md. Jahid
- Ensemble and Transformer Models for Emotion Recognition in Bengali Consumer-Goods E-Commerce Comments
- Hasan, Mahmud Bin Farid
- Air Pollution Monitoring and Prediction using Big Data Analytics and Machine Learning
- Hasan, Mahmudul
- An Ensemble Machine Learning Framework for Malicious PDF Detection Using Static and Structural Features
- Hasan, Md Abdulla
- An Optimized Multi-layer LSTM Network for Real-Time Short-Term Traffic Forecasting in Urban Environments
- Hasan, Md Aumit
- Text-Image Correlation in Generative-AI: An In Silico Study of Their Adaptivity
- Hasan, Md Faisal
- CXR-Next: An Explainable Multi-Class Deep Learning Framework for Thoracic Disease Classification from Chest X-Rays
- Hasan, Md Faisal
- BdSL-Net: A Hybrid CNN-LSTM-Attention Framework for Real Time Bangla Sign Language Recognition
- Hasan, Md Maruf
- Adaptive Explanation-Aware Stacking for Cervical Cancer Risk Prediction
- Hasan, Md Mehedi Imam
- A Novel Hematological Machine Learning Framework for Predictive Modeling of Dengue Diagnosis Using CBC Parameters in Bangladesh
- Hasan, Md Zahid
- Self-Distilled Vision Transformer (SD-ViT) to Classify Brain Tumors using MRI images
- Hasan, Md. Mahmudul
- BiLSTM-Based Smishing Detection for Bangla SMS
- Hasan, Md. Mashruf
- Self-Distilled Vision Transformer (SD-ViT) to Classify Brain Tumors using MRI images
- Hasan, Md. Montasir
- A Comparative Study of Classical and Deep Learning Approaches for Bangla Handwritten Digit Recognition With Explainability
- Hasan, Md. Nahid
- A Comparative Study of Classical and Deep Learning Approaches for Bangla Handwritten Digit Recognition With Explainability
- Hasan, Md. Zahid
- Peer-Review Statements
- Hasan, Syed Khairul
- Deep Learning-Based Classification of Ischemic Stroke Using Brain CT Scans
- Hayder, Md Toha
- Explainable AI Based Fully Fine-Tuned Data-efficient Image Transformer (DeiT-B) Model for Multi Class Chest X-Ray Image Classification
- Hemal, Md. Moniruzzaman
- Amigo-Agri: A Human-Following Robotic Platform with Speech Recognition and Retrieval-Augmented Generation for Smart Farming
- Himi, Shinthi Tasnim
- TakaGuard: Mitigating Fraud Risks in Bangladesh’s Mobile Financial Services through BERT-based Sentence Classification
- Hoque, Mohammad Armanul
- Improving Early Alzheimer’s Disease Diagnosis Using Machine Learning on Clinical and Demographic Data
- Hosen, Md. Faruk
- Psychological Risk Profiling for Post-COVID-19 Anxiety Using Interpretable Ensemble Learning
- Hossain, Amran
- An Intelligent Data-Driven Framework for Transparent Government Support Distribution in Bangladesh Using ML and XAI
- Hossain, Md Anwar
- From Classical to Colloquial: Leveraging LLMs for Sadhu–Cholit Register Identification in Bangla
- Hossain, Md Pervez
- A Machine Learning Approach to Predicting Depression in University Students in Bangladesh: Enhancing Mental Health Assessment
- Hossain, Md Sanower
- A PCA-Enhanced Ensemble Framework for Maternal Health Risk Prediction with SMOTE-ENN Balancing
- Hossain, Md. Fokhray
- Early Detection of Mental Health Disorders Among Private University Students in Bangladesh Using Machine Learning-Based Behavioral Data Analysis
- Hossain, Md. Ikramul
- A Comparative Study of Sequential Models and Transformer-Based LLMs for Bangla Suspicious Political Comment Classification
- Hossain, Mohammed Motaher
- Application of Machine Learning Methods in Liver Cirrhosis Prediction