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  1. ConMatFormer: A multi-attention and transformer integrated ConvNext based deep learning model for enhanced diabetic foot ulcer classification

    Article • Results in Engineering, December 2025, Elsevier

    Md Humaion Kabir Mehedi

  2. An efficient dual-attention guided deep learning model with interpretability for identifying medicinal plants

    Article • Current Plant Biology, December 2025, Elsevier

    Md Humaion Kabir Mehedi

  3. Deep hierarchical networks for sentiment analysis of restaurant reviews from food apps

    Article • Scientific Reports, November 2025, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  4. BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers

    Article • PLOS One, June 2025, PLOS

    Md Humaion Kabir Mehedi

  5. ArsenicNet: An efficient way of arsenic skin disease detection using enriched fusion Xception model

    Article • PLOS One, May 2025, PLOS

    Md Humaion Kabir Mehedi

  6. Comparison of Machine Learning Models for Early Prediction of Diabetes with LIME Interpretability

    Article • January 2025, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  7. Speaker Identification from Bangla Audio Using 2-D Convolutional Neural Network

    Article • January 2025, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  8. TTL: Transformer and Transfer Learning Approach to Detect Sunflower Disease

    Article • January 2025, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  9. A lightweight deep learning method to identify different types of cervical cancer

    Article • Scientific Reports, November 2024, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  10. PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7

    Article • Neural Computing and Applications, September 2024, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  11. BengaliHateCB: A Hybrid Deep Learning Model to Identify Bengali Hate Speech Detection from Online Platform

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  12. Unmasking Toxicity: A Comprehensive Analysis of Hate Speech Detection in Banglish

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  13. DCNN: Deep Convolutional Neural Network With XAI for Efficient Detection of Specific Language Impairment in Children

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  14. Large Scale Web Crawling and Distributed Search Engines: Techniques, Challenges, Current Trends, and Future Prospects

    Article • January 2024, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  15. A Federated Learning Approach to Bone Metastasis Prediction Using Convolutional Neural Network

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  16. Privacy Preserving Federated Learning Approach for Speech Emotion Recognition

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  17. Sentiment Analysis of Amazon Reviews Using Machine Learning Classifier

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  18. Siamese-Transformer Network for Offline Handwritten Signature Verification using Few-shot

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  19. Spatial Awareness of Cancer Cells Using Segmentation Process

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  20. Vision Meets Language: Multimodal Transformers Elevating Predictive Power in Visual Question Answering

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  21. A Comparative Analysis of Customer Service Chatbots: Efficiency, Usability and Application

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  22. Unveiling Twitter Sentiments: Analyzing Emotions and Opinions through Sentiment Analysis on Twitter Dataset

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  23. Text-based Q&A: Automated Question Generation and Answering for Enhanced Data Processing

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  24. Advancements in Optical Character Recognition for Bangla Scripts

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  25. Face mask recognition during KYC generation from a live photo detection methodology

    Article • August 2023, SPIE

    Md Humaion Kabir Mehedi

  26. License plate recognition using machine learning

    Article • August 2023, SPIE

    Md Humaion Kabir Mehedi

  27. CNN-GRU Based Fusion Architecture For Bengali License Plate Recognition With Explainable AI

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  28. SweetCoat-2D: Two-Dimensional Bangla Spelling Correction and Suggestion Using Levenshtein Edit Distance and String Matching Algorithm

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  29. Early Autism Disorder Detection Through Visualizing Eye-Tracking Patterns Using Compact Convolutional Transformers

    Article • May 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi, Khan Md Hasib, Farhin Rahman

  30. Comparative Analysis of Federated Learning and Centralized Approach for Detecting Different Lung Diseases

    Article • May 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi

  31. Optimization of Deep CNN-based Bangla Sign Language Recognition using XGBoost classifier

    Article • May 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi, Md Zunayedul Islam

  32. An easier and fastest way to get recommended Bengali movies for the movie enthusiasts.

    Article • May 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi, Sanzida Akter

  33. Implementing the Tesseract Method for Information Extraction from Images

    Article • May 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi

  34. Multi-Supervised LSTM for Bengali Text Sentiment Analysis

    Article • March 2023, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi

  35. A Transfer Learning Approach For Efficient Classification of Waste Materials

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  36. Consumer review Analysis using NLP and Data Mining

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  37. Ensemble of Gated Recurrent Unit and Convolutional Neural Network for Sarcasm Detection in Bangla

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  38. Evaluating Question generation models using QA systems and Semantic Textual Similarity

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  39. Transformation of Visual Information into Bangla Textual Representation

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  40. Techniques to Estimate the Status of Legal Proceedings Considering Sequential Text Data

    Article • March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  41. A Federated Learning Approach for Text Classification Using NLP

    Article • January 2023, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  42. A Review of Optical Character Recognition (OCR) Techniques on Bengali Scripts

    Article • January 2023, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  43. BiLSTM-ANN Based Employee Job Satisfaction Analysis from Glassdoor Data Using Web Scraping

    Article • Procedia Computer Science, January 2023, Elsevier

    Md Humaion Kabir Mehedi

  44. Bidirectional LSTM and NLP Based Sentiment Analysis of Tweets

    Article • January 2023, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  45. University Recommendation System for Undergraduate Studies in Bangladesh Using Distributed Machine Learning

    Article • January 2023, Scitepress

    Md Humaion Kabir Mehedi

  46. Comparative Analysis of Interpretable Mushroom Classification using Several Machine Learning Models

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  47. Human Speech Emotion Recognition Using CNN

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  48. RNN Variants vs Transformer Variants: Uncertainty in Text Classification with Monte Carlo Dropout

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  49. A GAN-BERT Based Approach for Bengali Text Classification with a Few Labeled Examples

    Article • December 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  50. K Nearest Neighbour Collaborative Filtering for Expertise Recommendation Systems

    Article • December 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  51. Kidney Tumor Segmentation and Classification using Deep Neural Network on CT Images

    Article • November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  52. PCONet: A Convolutional Neural Network Architecture to Detect Polycystic Ovary Syndrome (PCOS) from Ovarian Ultrasound Images

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  53. A Self-Learning French Language Learner Assistant Chatbot Leveraging Deep Learning

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  54. Gastrointestinal Disorder Detection with a Transformer Based Approach

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  55. Plant Leaf Disease Detection using Transfer Learning and Explainable AI

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  56. Automatic Bangla Article Content Categorization using a Hybrid Deep Learning Model

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  57. COVID-19 Classification from X-Ray Images using 2D CNN

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  58. Decentralized Neural Network Based Collaborative Filtering For Privacy Concern Recommendation Systems

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  59. Recruitment Scam Detection Using Gated Recurrent Unit

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  60. Transliterated Bengali Comment Classification from Social Media

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  61. Understanding Sarcasm from Reddit texts using Supervised Algorithms

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  62. A Comparative Study of Chatbot Catered Toward Mental Health

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  63. Bangladeshi Paper Currency Recognition Using Lightweight CNN Architectures

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  64. Bengali Speech Recognition: An Overview

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  65. Rice Leaf Disease Detection with Transfer Learning Approach

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi

  66. Bangla Music Lyrics Classification

    Article • May 2022, ACM (Association for Computing Machinery)

    Md Humaion Kabir Mehedi

  67. Classifying Offensive Speech of Bangla Text and Analysis Using Explainable AI

    Article • January 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  68. Comparative Analysis on Joint Modeling of Emotion and Abuse Detection in Bangla Language

    Article • January 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  69. Data Analysis Using NLP to Sense Human Emotions Through Chatbot

    Article • January 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  70. Detection of Bangla Hate Comments and Cyberbullying in Social Media Using NLP and Transformer Models

    Article • January 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  71. Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification

    Article • January 2022, Springer Science + Business Media

    Md Humaion Kabir Mehedi

  72. A Deep Hybrid Learning Approach to Detect Bangla Fake News

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Md Humaion Kabir Mehedi