#SwingTradingStrategy

New approaches in swing trading

1. Trend strategies with AI support

• Classic trend methods (EMA crossing, up/down trends) are supplemented with intelligent AI/ML signals — the accuracy of entry has increased by almost 75% compared to traditional (45%).

• In the crypto market, traders use AI bots to track patterns on OTC time frames (from minutes to days), automate positions and dynamically adapt stops/takes.

2. Breakout & Range Trading

• As markets remain volatile, breakout strategies (triangles, flags) still bring results when entering with volume confirmation.

• Range-trading (buy near support, sell at support) is effective in sideways movement, especially in crypto.

3. Fibonacci & Price Action

• The Fibonacci tool is key for accurate entry/exit, in particular the levels 38.2%, 50%, 61.8%.

• Price action (candlestick patterns, inside bars) is increasingly used independently or as a filter for technical signals.

4. Hybrid systems: trend + reversion

• Hybrid models are emerging: slow momentum is combined with fast mean reversion through online cambepoint detection - this has shown a significant increase in the Sharpe ratio.