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Navaneeth K's Projects

-fake-news-detection- icon -fake-news-detection-

Fake news is misinformation or manipulated news that is spread across the social media with an intention to damage a person, agency and organisation. Due to the dissemination of fake news, there is a need for computational methods to detect them. Fake news detection aims to help users to expose varieties of fabricated news. To achieve this goal, first we have taken the datasets which contains both fake and real news and conducted various experiments to organize fake news detector. We used natural processing, machine learning and deep learning techniques to classify the datasets. We yielded a comprehensive audit of detecting fake news by including fake news categorization, existing algorithms from machine learning techniques. In this project, we explored different machine learning models like NaΓ―ve Bayes, K nearest neighbors, decision tree, random forest and deep learning networks like Shallow Convolutional Neural Networks (CNN), Deep Convolutional Neural Network (VDCNN), Long Short-Term Memory Network (LSTM), Gated Recurrent Unit Network (GRU), Combination of Convolutional Neural Network with Long Short-Term Memory (CNN-LSTM) and Convolutional Neural Network with Gated Recurrent Unit (CNN-LSTM).

agrochain icon agrochain

Agricultural Supply Chain Dapp With Micro-Finance

bikedeed icon bikedeed

An Ethereum ERC721-based Bike Deed Dapp.

blockmrs icon blockmrs

BlockMRS is a privacy concious, decentralized, blockchain-backed, medical record system for the 21st Century. It stores patient records in IPFS using state-of-the art asymetric encryption giving patients control over their health data.

bloomehr icon bloomehr

A simple blockchain powered Electronic Health Record (EHR) system

chatterbot icon chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

coffee-supplychain-ethereum icon coffee-supplychain-ethereum

Implementation of coffee supplychain using ethereum smart contract addressing the issue of storing critical data necessary at different stages of supplychain and making it verifiable by all stakeholders in supplychain.

collect icon collect

ODK Collect is an Android app for filling out forms. It's been used to collect billions of data points in challenging environments around the world. Contribute and make the world a better place! βœ¨πŸ“‹βœ¨

collect-1 icon collect-1

This application is a solution for data collection (online/offline) with mapping functional for data collection driven projects

college-management-system icon college-management-system

College Management System is a internet based Web Portal that aims at providing information to all levels of management system for the College

creditcardml icon creditcardml

This is the source code for the Credit Card Fraud Detection Project in Machine Learning.

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