Frontier Ledger

The definitive knowledge platform for AI-powered finance

Crypto & Digital Assets

20 articles on on-chain data analysis, DeFi strategies, NFT valuation, and cryptocurrency trading.

1

On-Chain Data Features for Predicting Token Momentum

2

Sentiment Analysis of Discord & Telegram for Alt-Coin Signals

3

Reinforcement-Learning Market-Making in Automated Market Makers (AMMs)

4

Detecting Wash Trading on NFT Marketplaces with Graph Analysis

5

AI-Based Stablecoin De-Peg Early Warning System

6

Mining Pool Behavior as a Leading Indicator for Hash-Rate-Based Pricing

7

Cross-Exchange Arbitrage Bots Using Supervised Latency Models

8

GAN-Generated Synthetic Order Books for Backtesting DEX Strategies

9

Predicting Gas-Fee Spikes on Ethereum via LSTM

10

Proof-of-Stake Validator Slashing Risk Models

11

Dynamic Risk Parity Between Bitcoin and Gold

12

AI-Driven Token Basket Construction for Thematic Exposure

13

Flash-Loan Attack Detection Using Streaming Graph Neural Nets

14

NFT Valuation Models Incorporating Image Embeddings

15

RL-Optimized Yield Farming Allocation Across Protocols

16

Impact of Regulatory News Sentiment on Crypto Volatility

17

Stablecoin Reserve Transparency Scoring with Document NLP

18

Predicting DAO Governance Vote Outcomes Using Social Signals

19

Cross-Chain Bridge Risk Scoring with Anomaly Detection

20

Quantum-Resistant Crypto Trading Strategies—Is It Time?