Md Humaion Kabir Mehedi

Publications

• University Recommendation System for Undergraduate Studies in Bangladesh Using Distributed Machine Learning
• PCONet: A Convolutional Neural Network Architecture to Detect Polycystic Ovary Syndrome (PCOS) from Ovarian Ultrasound Images
• Comparative Analysis of Interpretable Mushroom Classification using Several Machine Learning Models
• A Review of Optical Character Recognition (OCR) Techniques on Bengali Scripts
• Kidney Tumor Segmentation and Classification using Deep Neural Network on CT Images
• Human Speech Emotion Recognition Using CNN
• RNN Variants vs Transformer Variants: Uncertainty in Text Classification with Monte Carlo Dropout
• Sentiment Analysis of Amazon Reviews Using Machine Learning Classifier
• COVID-19 Classification from X-Ray Images using 2D CNN
• Decentralized Neural Network Based Collaborative Filtering For Privacy Concern Recommendation Systems
• Automatic Bangla Article Content Categorization using a Hybrid Deep Learning Model
• A Federated Learning Approach for Text Classification Using NLP
• Bidirectional LSTM and NLP Based Sentiment Analysis of Tweets
• Evaluating Question generation models using QA systems and Semantic Textual Similarity
• Transformation of Visual Information into Bangla Textual Representation
• Ensemble of Gated Recurrent Unit and Convolutional Neural Network for Sarcasm Detection in Bangla
• A Transfer Learning Approach For Efficient Classification of Waste Materials
• Consumer review Analysis using NLP and Data Mining
• Techniques to Estimate the Status of Legal Proceedings Considering Sequential Text Data
• DCNN: Deep Convolutional Neural Network with XAI for Efficient Detection of Specific Language Impairment in Children
• A GAN-BERT Based Approach for Bengali Text Classification with a Few Labeled Examples
• K Nearest Neighbour Collaborative Filtering for Expertise Recommendation Systems
• Multi-Supervised LSTM for Bengali Text Sentiment Analysis
• A Self-Learning French Language Learner Assistant Chatbot Leveraging Deep Learning
• Plant Leaf Disease Detection using Transfer Learning and Explainable AI
• Gastrointestinal Disorder Detection with a Transformer Based Approach
• SweetCoat-2D: Two-Dimensional Bangla Spelling Correction and Suggestion Using Levenshtein Edit Distance and String Matching Algorithm
• Early Autism Disorder Detection Through Visualizing Eye-Tracking Patterns Using Compact Convolutional Transformers
• Comparative Analysis of Federated Learning and Centralized Approach for Detecting Different Lung Diseases
• Optimization of Deep CNN-based Bangla Sign Language Recognition using XGBoost classifier
• Bengali Movie Recommendation System using K Nearest Neighbor and Cosine Similarity
• Implementing the Tesseract Method for Information Extraction from Images
• License plate recognition using machine learning
• Face mask recognition during KYC generation from a live photo detection methodology
• BiLSTM-ANN Based Employee Job Satisfaction Analysis from Glassdoor Data Using Web Scraping
• BengaliHateCB: A Hybrid Deep Learning Model to Identify Bengali Hate Speech Detection from Online Platform
• Unmasking Toxicity: A Comprehensive Analysis of Hate Speech Detection in Banglish
• Advancements in Optical Character Recognition for Bangla Scripts
• A lightweight deep learning method to identify different types of cervical cancer
• CNN-GRU Based Fusion Architecture For Bengali License Plate Recognition With Explainable AI
• Large Scale Web Crawling and Distributed Search Engines: Techniques, Challenges, Current Trends, and Future Prospects
• A Comparative Analysis of Customer Service Chatbots: Efficiency, Usability and Application
• Unveiling Twitter Sentiments: Analyzing Emotions and Opinions through Sentiment Analysis on Twitter Dataset
• A Federated Learning Approach to Bone Metastasis Prediction Using Convolutional Neural Network
• Spatial Awareness of Cancer Cells Using Segmentation Process
• Siamese-Transformer Network for Offline Handwritten Signature Verification using Few-shot
• Vision Meets Language: Multimodal Transformers Elevating Predictive Power in Visual Question Answering
• Privacy Preserving Federated Learning Approach for Speech Emotion Recognition
• Text-based Q&A: Automated Question Generation and Answering for Enhanced Data Processing
• PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7
• Bangla Music Lyrics Classification
• Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification
• Comparative Analysis on Joint Modeling of Emotion and Abuse Detection in Bangla Language
• Data Analysis Using NLP to Sense Human Emotions Through Chatbot
• Understanding Sarcasm from Reddit texts using Supervised Algorithms
• Recruitment Scam Detection Using Gated Recurrent Unit
• Transliterated Bengali Comment Classification from Social Media
• Detection of Bangla Hate Comments and Cyberbullying in Social Media Using NLP and Transformer Models
• Classifying Offensive Speech of Bangla Text and Analysis Using Explainable AI
• A Comparative Study of Chatbot Catered Toward Mental Health
• Bangladeshi Paper Currency Recognition Using Lightweight CNN Architectures
• Bengali Speech Recognition: An Overview
• Rice Leaf Disease Detection with Transfer Learning Approach
• A Deep Hybrid Learning Approach to Detect Bangla Fake News
• Gastrointestinal Disorder Detection with a Transformer Based Approach
• Speaker Identification from Bangla Audio Using 2-D Convolutional Neural Network