Proceedings of the International Conference on Intelligent Data Analysis and Applications (IDAA 2025)
492 authors
- Hossain, Mohammed Motaher
- Early Prediction of Gestational Diabetes Using Machine Learning Models with Non Invasive Clinical Features
- Hossain, Moinul
- Exploring Deep 3D U-Net Architectures for Automated Brain Tumor Segmentation: A Study on the BraTS Benchmark Dataset
- Hossain, Rashed
- BOISHOMMO: Benchmarking Class Imbalance in Bangla Multi-Label Hate Speech Detection
- Hossain, Riad
- Enhanced Rice Disease Recognition Using Transfer Learning
- Hossain, Riad
- Binary-Class AI-Generated Content Detection Through Comprehensive Feature Engineering
- Hossen, Amir
- An Optimized Deep Learning Approach for Automatic License Plate Detection and Recognition
- Hossen, Amir
- AIoT-Enabled Real-Time Water Quality and Fish Health Monitoring System for Smart Aquaculture
- Hossen, Md Baker
- DIY-IoT Based Non Invasive Blood Glucose Monitoring System
- Hossen, Md Shakhawat
- Securing Authentication and Fraud Detection in Financial Systems Using Machine Learning
- Hossen, Mohammad Tamim
- A Comparative Study of Classical and Deep Learning Approaches for Bangla Handwritten Digit Recognition With Explainability
- Hossen, Mohammed Maruf
- Secure Deepfake Audio Detection with a Soft-Voting Ensemble of PGD-Hardened Heterogeneous Models
- Hossen, Mohammed Maruf
- Memotion Analysis: Multimodal Fusion Techniques for Humor Classification in Memes
- Hridoy, Abu Saim Hossen
- Explainable Self-Attentive Transformer Model for Bangla Mental Health Disorder Detection
- Husain, Delowar
- A Predictive Analysis of Hall Culture’s Impact on University Students Personal Development
- Imran, Faisal
- Deep Learning-Based Classification of Ischemic Stroke Using Brain CT Scans
- Islam, Ashadul
- Addressing the Mental Health Crisis: Understanding Suicidal Risk Factors in University Students Through Interpretable Machine Learning
- Islam, Asiful
- Analysis of Human and AI-generated Text Classification
- Islam, Dwin
- An Intelligent Data-Driven Framework for Transparent Government Support Distribution in Bangladesh Using ML and XAI
- Islam, Faisal
- Comparative Analysis of Transfer Learning Models for Multi-Class Skin Disease Classification on HAM10000
- Islam, Gazi Faizul
- Deep Learning-Based Classification of Ischemic Stroke Using Brain CT Scans
- Islam, K. M. Arafat
- Early Detection of Mental Health Disorders Among Private University Students in Bangladesh Using Machine Learning-Based Behavioral Data Analysis
- Islam, M. Humayet
- Transformer-Based Approach for Jute Leaf Disease Detection and Classification
- Islam, MD. Ariful
- Predicting the Impact of Part-Time Employment on Academic Performance among University Students in Bangladesh Using Machine Learning Models
- Islam, Md Ashraful
- Memotion Analysis: Multimodal Fusion Techniques for Humor Classification in Memes
- Islam, Md Habibul
- Explainable and Optimized Random Forest Model for Customer Purchase Prediction and Segmentation in E-Commerce
- Islam, Md Rashid Ul
- Intelli-Helmet: An IoT, Edge-AI, and TinyML-Based Real-Time Soldier Health and Threat Monitoring System with Novel Panic Tactile Switch Mechanism
- Islam, Md. Minhajul
- AI-Driven Feature Extraction for Jute Leaf Disease Detection Using Enhanced Deep Learning
- Islam, Md. Minhajul
- Analysis of Human and AI-generated Text Classification
- Islam, Md. Rafiul
- Predicting User Trust in Customer-Service Chatbots: A Supervised Learning Study
- Islam, Md. Rashedul
- An Intelligent Data-Driven Framework for Transparent Government Support Distribution in Bangladesh Using ML and XAI
- Islam, Mohammad Shariful
- Influence of AI-Enhanced Customer Insights on Service Innovation: Mediating Role of Knowledge Management in Bangladeshi Service Firms
- Islam, Muhammad Nazrul
- Recognition of Bangla Sign Language for Letters and Words using Hand Gestures and Predictive Analytics
- Islam, Raffat Arman
- Application of Machine Learning Methods in Liver Cirrhosis Prediction
- Islam, Rasedul
- Explainable AI Based Fully Fine-Tuned Data-efficient Image Transformer (DeiT-B) Model for Multi Class Chest X-Ray Image Classification
- Islam, Tanvirul
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Islam, Tanvirul
- AI-Driven Personal Item & Crime Pattern Tracker for Bangladeshi Consumers
- Islam, Tariqul
- Real-Time Motorbike Helmet Detection System Using Hybrid Deep Learning Model
- Islam, Tohedul
- SciClusterNet: Discovering Emerging Topics in LLM and AI in Education
- Jaman, Sadia
- Deep Learning-Based Classification of Ischemic Stroke Using Brain CT Scans
- Jamee, Ahnaf Tahmid
- Performance Analysis Based on Deep Learning Architecture to Track Out Cholangiocarcinoma
- Jamee, Ahnaf Tahmid
- A Machine Learning Approach to Predicting Depression in University Students in Bangladesh: Enhancing Mental Health Assessment
- Jamee, Ahnaf Tahmid
- Real-Time Motorbike Helmet Detection System Using Hybrid Deep Learning Model
- Janisa, Tasnuva Arfin
- A Comprehensive Study on Deep Learning Architectures for Robust Object Identification in UAV-based Thermal Imaging
- Jian, Shafayat Yeamin
- Design and Development of an Autonomous Fire-Fighting Robot Using GSM Communication
- Johan, Syed Asif
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Kabir, MD.Humaun
- AIoT-Enabled Real-Time Water Quality and Fish Health Monitoring System for Smart Aquaculture
- Kabir, Md Majidul
- YOLO-E3CA: An Ensemble YOLOv8 Framework with Coordinate Attention for Automated Detection of Karanda (Carissa carandas) Leaf Diseases
- Kabir, Md Parvez
- Explainable AI Based Fully Fine-Tuned Data-efficient Image Transformer (DeiT-B) Model for Multi Class Chest X-Ray Image Classification
- Kabir, Md. Humaun
- An Optimized Deep Learning Approach for Automatic License Plate Detection and Recognition
- Kabir, Syed Ahsanul
- BdSL-Net: A Hybrid CNN-LSTM-Attention Framework for Real Time Bangla Sign Language Recognition
- Kader, Abdul
- Performance Analysis Based on Deep Learning Architecture to Track Out Cholangiocarcinoma
- Kader, Abdul
- A Machine Learning Approach to Predicting Depression in University Students in Bangladesh: Enhancing Mental Health Assessment
- Kader, Md. Nasimul
- Psychological Risk Profiling for Post-COVID-19 Anxiety Using Interpretable Ensemble Learning
- Kafi, Md. Abdulla Hill
- Adaptive Explanation-Aware Stacking for Cervical Cancer Risk Prediction
- Kaiser, M. Shamim
- Peer-Review Statements
- Kamal, Ahmad
- Transformer-Based Approach for Jute Leaf Disease Detection and Classification
- Karim, Md Rezaul
- RAG-Driven Scholarly Assistant: Automating Research Paper Analysis with Open-Source LLM Benchmarking
- Kasfia, Sanjana Islam
- Handwritten Cyclic Compound Classification with EfficientNetB0 and Explainable AI Methods
- Kausar, Abu
- An Optimized Deep Learning Approach for Automatic License Plate Detection and Recognition
- Kausar, Abu
- AIoT-Enabled Real-Time Water Quality and Fish Health Monitoring System for Smart Aquaculture
- Kayes, Samidul Islam Imran
- Advanced Hybrid CNN-ViT Ensemble with Attention and FPN Mechanism for Retinal OCT Disease Classification
- Kazi, Parvaj
- A Comparative Study of LSTM and Bi-LSTM Architectures with Attention for Bangla News Classification
- Khan, Faria
- AI-Driven Personal Item & Crime Pattern Tracker for Bangladeshi Consumers
- Khan, Faria Nishat
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Khan, Md. Abdul Halim
- Amigo-Agri: A Human-Following Robotic Platform with Speech Recognition and Retrieval-Augmented Generation for Smart Farming
- Khan, Mohammad Soad
- Enhancing Road Safety through Hybrid CNN Models: Ensemble Framework for German Traffic Sign Recognition Benchmark (GTSRB)
- Khan, Sadman Sadik
- CancerGuard: A Deep Learning Approach to Lung Cancer Detection
- Khan, Sadman Sadik
- A Comparative Study of LSTM and Bi-LSTM Architectures with Attention for Bangla News Classification
- Khan, Sadman Sadik
- A Comparative Study of Sequential Models and Transformer-Based LLMs for Bangla Suspicious Political Comment Classification
- Khan, Sadman Sadik
- From Classical to Colloquial: Leveraging LLMs for Sadhu–Cholit Register Identification in Bangla
- Khan, Sadman Sadik
- BiLSTM-Based Smishing Detection for Bangla SMS
- Khan, Sadman Sadik
- A Comprehensive Study on Deep Learning Architectures for Robust Object Identification in UAV-based Thermal Imaging
- Khan, Sadman Sadik
- Fine-Tuned MobileNetV2 for Multi-Fruit Ripeness Classification Using Deep Transfer Learning
- Khan, Sadman Sadik
- Analysis of Human and AI-generated Text Classification
- Khan, Sifat
- BOISHOMMO: Benchmarking Class Imbalance in Bangla Multi-Label Hate Speech Detection
- Khanam, Sumaiya
- Transformer-Based Approach for Jute Leaf Disease Detection and Classification
- Komol, Tawhid Ahmed
- Risk Level Prediction of Antenatal Period Using Machine Learning Approaches
- Kumar, Sourov
- A PCA-Enhanced Ensemble Framework for Maternal Health Risk Prediction with SMOTE-ENN Balancing
- Kundu, Pulock Kumar
- Predicting User Trust in Customer-Service Chatbots: A Supervised Learning Study
- Latif, Abdul
- Performance Analysis Based on Deep Learning Architecture to Track Out Cholangiocarcinoma
- Limon, Shahnewaj
- Prediction of Endometrial Carcinoma Recurrence Using a Stacking Ensemble with Meta-Learner
- Mahin, Nurul Mursalin Ag
- Explainable Self-Attentive Transformer Model for Bangla Mental Health Disorder Detection
- Mahmood, Riaz
- Hybrid Ensemble of RF-DNN Model for BENIGN and Attack Traffic Classification in Intrusion System
- Mahmud, Arif
- Limitations of Low-Cost PPG Sensors for Cuffless Blood Pressure Estimation Using IoT and Machine Learning
- Mahmud, Emran
- Speech Emotion Recognition Using MFCC Audio Features: A Comparative Machine Learning Approach
- Mahmud, Nadim
- BOISHOMMO: Benchmarking Class Imbalance in Bangla Multi-Label Hate Speech Detection
- Mahmud, Tamim
- A PCA-Enhanced Ensemble Framework for Maternal Health Risk Prediction with SMOTE-ENN Balancing
- Mahmud, Z. N. M. Zarif
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Mamun, Md. Sabbir Hosen
- Enhanced Rice Disease Recognition Using Transfer Learning
- Marjan, Shahriar
- High-Accuracy 3-Class Cerebral Stroke Detection Using ConvNeXt: An End-to-End Vision Pipeline
- Marjan, Shahriar
- YOLO-E3CA: An Ensemble YOLOv8 Framework with Coordinate Attention for Automated Detection of Karanda (Carissa carandas) Leaf Diseases
- Marjan, Shahriar
- A Lightweight MobileViT-Based Framework for Carambola Leaf and Fruit Disease Detection
- Marzun, Md.Enamul Hoque
- Recognition of Bangla Sign Language for Letters and Words using Hand Gestures and Predictive Analytics
- Meem, Khushnor Rahman
- Prediction of Endometrial Carcinoma Recurrence Using a Stacking Ensemble with Meta-Learner
- Meherab, Md Muntaqim
- Dynamic Region-Aware Gradient Suppression (DRAGS): Enhancing Vision Model Robustness by Suppressing Noisy Feature Regions During Training
- Mehraz, Toufiq
- CatForest: Deep Contextual Sentiment Modeling for Mental Health Detection from Social Media
- Mezi, Noman
- Transformer-Based Approach for Jute Leaf Disease Detection and Classification
- Mia, Md Shamsuzzaman
- AIoT-Enabled Real-Time Water Quality and Fish Health Monitoring System for Smart Aquaculture
- Mia, Md. Ayon
- Explainable Self-Attentive Transformer Model for Bangla Mental Health Disorder Detection
- Mia, Md.Solaiman
- Air Pollution Monitoring and Prediction using Big Data Analytics and Machine Learning