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a-deep-learning-based-illegal-insider-trading-detection-and-prediction-technique-in-stock-market

Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf

adexchange

Web Ad Management Platform

algobot

A C++ stock market algorithmic trading bot

algotrading-example

algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)

algowin-api

Algowin-api基于XChange对接多交数字货币交易所，实现了多个交易类型的api对接

algowin-api-ws

基于Algowin-api升级，对接了多家交易所的websocket api

android-installreferrer

Install Referrer is an Open Source application that allows you to test the referrer attribute on the Google Play Store

androidar

原生开发,借助EasyAR SDK进行简单的AR识别3D静态模型(obj)与红包效果

androidconnectfourgame

A simple game called connect four Mobile App on Android

ansible-freeton-rust

arbitrage-alpaca

DEX-CEX Arbitrage

barter

A web app that allows users to exchange goods

beatthebookie

Betting Strategy to Beat the Bookies at Football Games

bet-app

Soccer betting app for Android

bicycle

Microservice for accepting payments and making withdrawals in TON blockchain

binanace_java

Using Binance API to store Depth Event in Time Series Database (influxDb)

binance-java-api

binance-java-api is a lightweight Java library for the Binance API, supporting synchronous and asynchronous requests, as well as event streaming using WebSockets.

binance-trade-bot

Automated cryptocurrency trading bot

binance-trader

Experimental trading bot for crypto currency on Binance.com

binance_depth_cache

binance_futures_java

Java library for Binance futures

binancetradingbot

A crypto trading bot, using Binance exchange futures market.

blog-tutorials

:star: Codebase for the tutorials on my blog

blogspringangularbs

Blog site developed in Spring / Mongo / Angular / Bootstrap to try technologies

bno-uso-spread-trade-algo

Trading algorithm for pair trading BNO and USO based off of deviations from and reversions back to the mean spread of the trading pair.

bookbarter

BookBarter A book trading club without involving money

brainflayer

A proof-of-concept cracker for cryptocurrency brainwallets and other low entropy key alogrithms.

bsnav

An extended Bootstrap 4 menu with a bunch of utilities

buffettbot

A stock trading bot written in Python that utilizes third-party data as well as learned rules gathered from past patterns.

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling