Identify fake news and real news using algorithms like bert,Roberta,Xlnet,Explainable AI with Shap and Nlp techniques on tested data.
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Oct 25, 2025 - Jupyter Notebook
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hybridmodel
Here are 11 public repositories matching this topic...
A hybrid machine learning model as a combination of natural language processing and time series forecasting for stock market prediction using two different types of datasets: numerical and textual data.
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Feb 26, 2022 - Jupyter Notebook
This project builds a deep-learning-based heartbeat sound classification system using MFCC features and multiple models including CNN, BiLSTM, and a Hybrid CNN–BiLSTM architecture. The system detects and classifies heart sounds into normal, murmur, and artifact categories, supporting early cardiac abnormality detection.
python deep-learning tensorflow sound-processing lstm mfcc librosa cnn-model fourier-transform medicalai heartsound audioclassification healthcare-ai hybridmodel phonocardiogram
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Dec 12, 2025 - Jupyter Notebook
Publication Title - Novel Cyber Attack Detection Using Hybrid Deep Learning Model. Published on - International Journal of Science and Innovative Engineering & Technology (IJSIET) Vol.1, Sep 2022
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Dec 6, 2024 - Python
This project implements a hybrid deep learning model capable of recognizing emotions in human speech by analyzing acoustic characteristics of audio signals. Manual classification of emotions in voice recordings is time-consuming, inconsistent, and lacks scalability. This system automates this process by detecting emotions .
python deep-learning tensorflow feature-extraction convolutional-neural-networks confusion-matrix bidirectional-lstm hybridmodel
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Nov 9, 2025 - Jupyter Notebook
A custom Information Retrieval (IR) system that searches and ranks documents from multiple datasets using TF-IDF, Embeddings, and Hybrid representations with natural language queries.
python information-retrieval jupyter-notebook tfidf dataprocessing bert-model multidataset hybridmodel embadding querymatching
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Feb 19, 2026 - Jupyter Notebook
Supervise Machine Learning Model for Electoral Integrity
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May 10, 2026
A research project comparing Classical ML models, Hybrid LLM-embedding methods, and fine-tuned Transformers for emotion classification. The study evaluates performance on two datasets, song lyrics and GoEmotions, to analyze how model choice and dataset quality impact accuracy and generalization.
deep-learning sentiment-analysis research-project emotion-classification ml-training goemotions hybridmodel llm-finetuning
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Mar 4, 2026 - Python
Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.
machine-learning deep-learning recommendation-engine feature-engineering boosting datavisualization dataanalysis datacleaning featureselection hybridmodel baggingalgorithms
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Sep 15, 2020 - Jupyter Notebook
Interactive simulation platform for thyroid nodule classification using ML, DL, and hybrid models. Built for education, visualization, and model evaluation on real ultrasound datasets.
machine-learning nextjs thyroid tailwindcss framer-motion hybridmodel thyroid-disease-detection thyroid-nodule
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May 17, 2025 - JavaScript
BullBearAI: Stock market prediction built for clarity. Uses a hybrid LSTM-CNN model to deliver actionable insights from complex financial data.
finance machine-learning ai deep-learning time-series cnn lstm stock-price-prediction hybridmodel bullbearai
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Dec 6, 2025 - Jupyter Notebook
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