The focus of this article is on ways machine learning can improve the trade lifecycle and aid the trader in their job role.
Category: Whitepapers
Machine Learning Equity Trading Clustering
Find out more on our application of Machine Learning to Equity Trading and discover most optimal strategy for Clustering Equity instruments.
Cryptocurrency and Token Landscape
Find out what major coins and tokens have taken off since Bitcoin and their different functionalities. Learn more about the emerging ‘decentralised finance’.
Foreign Exchange Data-driven trading
The FX market has been shifting towards a fully electronic marketplace which is fast, efficient, and low cost. Discover what the latest trends in FX e-trading are.
Smart Order Routing and Automation – A new wave of innovation
Find out how innovations in the SOR is tackling liquidity fragmentation, and the areas of application for machine learning (ML) in SOR and automated trading
Future of Transaction Cost Analysis (TCA) and Machine Learning
AI/ML in TCA is a giant leap forward for all market participants to improve trading performance. Uncover what the short-term applications are.
Machine Learning & AI for Trading and Execution – July 2018
Version 1 777 View(s) 618 Download(s) 2.83 MB The Role of Machine Learning and AI in trading and execution. WHY AI AND WHY NOW? Interest in Artificial Intelligence (AI) is exploding and all businesses consider it a prime futurereshaping initiative. To understand AI we can first look at the context of Information Technology (IT) history and evolution: IT progress is … Read More
Evolution of Dark Pools
Version 1 308 View(s) 319 Download(s) 219 KB Dark Pool Routing Introduction It is fast becoming accepted wisdom that systemic change has occurred in the Capital Markets. We hear increasingly strident voices telling us that markets are too fragmented; best execution is elusive and investors are being disadvantaged. One of the results of this popular criticism is that regulators, who … Read More
Whitepaper: Trading and Smarter Latency
Version 1 167 View(s) 496 Download(s) 480 KB Introduction Trading systems are becoming increasingly fast, complex and interconnected. The US market crash of May 6th 2010, also known as the „Flash Crash‟, was swift, deep and propagated to all open markets and asset classes. Fortunately, both the Asian and European Markets were closed. However, market participants are not the only … Read More
Whitepaper: 2nd Age of Smart Order Routing – April 2009
Version 1 153 View(s) 703 Download(s) 2.03 MB Executive Summary This paper discusses the evolving challenge of liquidity fragmentation as a result of business, technology and regulatory pressures within capital markets. Fragmentation has accelerated in the past 24 months in both the US and European equities markets due to the implementation of RegNMS and MIFID. However, the rapid growth of … Read More
Whitepaper: Adaptive Execution Platform and Smart Order Routing Use Case – June 2008
Version 1 174 View(s) 498 Download(s) 1.82 MB Introduction The electronic trading market has entered into a new evolutionary phase. This shift is expressed by the change in the nature of liquidity, namely decentralization for asset classes which were typical y organized in a centralized model, whilst creation and consolidation of electronic venues for asset classes which were traditionally OTC … Read More
Whitepaper: Adaptive Event-Driven Trading in the Foreign Exchange Markets
Version 1.0.0 223 View(s) 480 Download(s) 499 KB Introduction The Foreign Exchange (FX) market has become a de facto investment asset class, with a high level of liquidity and rapidly increasing trading volumes. According to a research paper by Greenwich Associates, dated May 2008, total cross border FX trading was $99,000bn in 2007, from $71,000bn in 2006. This represents 36% … Read More
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