High frequency trading is set to account for almost half of Europe’s equities trading volumes by 2012, amid concern from regulators that the practice reduces transparency in the financial markets.

High frequency participants, who use the latest software to spot patterns and benefit from tiny price movements across different trading venues, will account for 45% of Europe's equities trades by 2012, according to a report published by advisory firm Aite Group.