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Algorithmic Trading

An algorithmic trading system is a software that is used for trading in the stock market.

Papers

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Showing 1–50 of 95 papers

TitleStatusHype
FinGPT: Open-Source Financial Large Language ModelsCode6
MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency TradingCode2
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading StrategiesCode2
ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order BooksCode1
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRUCode1
AI-Powered Energy Algorithmic Trading: Integrating Hidden Markov Models with Neural NetworksCode1
Reinforcement Learning Pair Trading: A Dynamic Scaling approachCode1
EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency TradingCode1
Stock Trading Volume Prediction with Dual-Process Meta-LearningCode1
Model-based gym environments for limit order book tradingCode1
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest OverfittingCode1
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning ApproachCode1
Exploration of Algorithmic Trading Strategies for the Bitcoin MarketCode1
Multi-Graph Tensor NetworksCode1
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic TradersCode1
Rise of the Machines? Intraday High-Frequency Trading Patterns of CryptocurrenciesCode1
An Application of Deep Reinforcement Learning to Algorithmic TradingCode1
Using Reinforcement Learning in the Algorithmic Trading ProblemCode1
HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting—0
Deep Learning Models Meet Financial Data Modalities—0
An Advanced Ensemble Deep Learning Framework for Stock Price Prediction Using VAE, Transformer, and LSTM Model—0
Entropy-Assisted Quality Pattern Identification in Finance—0
Large language models in finance : what is financial sentiment?—0
Algorithmic Aspects of Strategic Trading—0
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data—0
A Comprehensive Review: Applicability of Deep Neural Networks in Business Decision Making and Market Prediction Investment—0
A Modern Paradigm for Algorithmic Trading—0
Hidformer: Transformer-Style Neural Network in Stock Price Forecasting—0
Generalized Mean Absolute Directional Loss as a Solution to Overfitting and High Transaction Costs in Machine Learning Models Used in High-Frequency Algorithmic Investment Strategies—0
Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading—0
Turnover of investment portfolio via covariance matrix of returns—0
Calculating Profits and Losses for Algorithmic Trading Strategies: A Short Guide—0
Composing Ensembles of Instrument-Model Pairs for Optimizing Profitability in Algorithmic Trading—0
Enhancing literature review with LLM and NLP methods. Algorithmic trading case—0
Trading through Earnings Seasons using Self-Supervised Contrastive Representation Learning—0
Algorithmic and High-Frequency Trading Problems for Semi-Markov and Hawkes Jump-Diffusion Models—0
A Comprehensive Analysis of Machine Learning Models for Algorithmic Trading of Bitcoin—0
MOT: A Mixture of Actors Reinforcement Learning Method by Optimal Transport for Algorithmic Trading—0
A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution—0
Portfolio Management using Deep Reinforcement Learning—0
Detecting and Triaging Spoofing using Temporal Convolutional Networks—0
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications—0
Limit Order Book Simulations: A Review—0
Blockchain Metrics and Indicators in Cryptocurrency Trading—0
ESG driven pairs algorithm for sustainable trading: Analysis from the Indian market—0
Predicting risk/reward ratio in financial markets for asset management using machine learning—0
Advancing Algorithmic Trading: A Multi-Technique Enhancement of Deep Q-Network Models—0
Stock Market Directional Bias Prediction Using ML Algorithms—0
NoxTrader: LSTM-Based Stock Return Momentum Prediction for Quantitative Trading—0
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