Digital Wealth Management: Extracting Investment Ideas With Deep Learning & Sentiment Analytics: A link to DailyFinTech: Celebrating NextGen FinTech
by efrem on Tuesday March 22, 2016 at 11:41 pm EST | Tags: Bottom Down Perception, crowd sourcing, Dark Data Fields, Digital Wealth Management, Disruptive Technology, FinTech, Predictive Analytics
Here is the latest FinTech article published by DailyFinTech, a “strategic consulting agency to organizations with business and investment interests in Fintech.
Efi Pylarinou, founding partner of Daily Fintech Advisers is a Digital Wealth Management thought leader,
whose firm independently posts and publishes articles on the subject. In this edition, they are celebrating 10 compelling platforms for Incremental FinTech Solutions that are Shaping the Future of Digital Weath Intelligence & Management.Running Alpha is one of the listed Emerging FinTech Intelligence providers, offering a sophisticated Crowd-Sourced Sentiment-Aware Alpha Solution for Shedding Light on Dark Information by exploiting Quantum Encryption and Multi-Fractal Bottom-Down Perception Frameworks.
To see the original article source, which just hit the wires today ( March 22nd, 2016 ) on DailyFinTech, click the link below:
http://dailyfintech.com/2016/03/22/ai-in-digital-wealth-mgt-sniffing-out-investment-opportunities/
In the article, references ( quoted text below is extracted from article on DailyFinTech ) are made to alternative solutions that “can warn you before the market undergoes a nasty selloff.” Although these platforms use real-time data from exchanges — “[ looking for patterns and searching for clusters of traders who are bailing out of an investment and providing clear visual signals when sellers are gaining strength before a broad slide kicks in”],
*The Running Alpha methodology goes beyond analyzing visible data, which can be gamed and trolled by your market adversaries. To navigate around these hidden threats, Running Alpha is powered by a new category of actionable intelligence — Bottom-Down Perception Analytics (BDPA) — leveraging insights into the subtle non-linear physics surrounding the complex, dynamic and self-generating internal interactions among individual human-machine perspectives, for revealing Dark Data Perception Fields:
fields of data that encode the relationship among sentiment perceptions of our future-selves — spanning the domain of the current and evolving trader population ecology — for rendering visibility into those corners of the marketplace where clusters of market players, observing market action and market structure in the future, will be making decisions to buy and sell in earnest, well before they put them into motion in the order-book; before they form their intentions of actualizing their decisions; and even before they encode their perceptions of real-time market data.
Going beyond conventional game strategy approaches for one upping your competitor in looking ahead additional moves, Running Alpha offers trader’s an unfair advantage in reverse engineering the long-range non-linear, multi-fractal interaction of human and machine decision-making.
How? By:
Observing and quantifying, on the fly, huge chunks of the decision-making perception landscape and market state configuration at once; and
Getting inside the mindspace and thinking patterns of competing decision-makers before their actions show up on the radars of both conventional and alternative sources of sentiment, transaction pricing, and implied volatility data.
This is important, because it opens new ground in economic and financial decision-making, particularly circumventing the bottlenecks that cut off machine learning, pattern recognition, technical, and statistical systems from recognizing and identifying differences in market state transitions; where there exists a very large number ( approaching infinity in theory ) of data paths travelled — including but not limited to price, volatility, liquidity data — that are compatible with any given present patterns describing the current and forward market condition. This entropy ( ambiguous information state ) barrier makes it inaccessible for traditional market models to distributively compute the non-lagging instantaneous nature and long-range persistence of things — the current and evolving financial market state that is a leading indicator of persistent directional trend development strung together across multiple time-scales simultaneously.
Fortunately, the Running Alpha BDPA Framework is strategically designed to extract and exploit these deep insights for giving subscribers not only a head start in entering and exiting large-scale positions well before such market activity becomes visible on traditional heat mapping displays — which lack access to Data in the Dark — but also enables ranking and construction of portfolio opportunities without the prevailing constraints of constantly re-prioritizing the next best collection of ideas myopically over incremental shorter-range look-out periods.
The Running Alpha Value Proposition
To this end, Running Alpha is on a mission for helping global investors and traders of all stripes generate real alpha at a lower transaction cost-points without capacity constraints, while at the same time organically hedging-for-a-profit ( not a cost ) in all market structure environments with lower portfolio turnover.
Key Take-Away Points:
By employing this new class of Sentiment-Aware Perception Maps — holistically designed for consistently hunting down the world’s most persistent Risk-Off and Risk-On Opportunity Windows — Running Alpha can see Critical State Transitions from Black Swan episodes of fear and anger to surprise, elation, and euphoria.
We do this by exploiting intrinsic unseen defects and inefficiencies in the way prevailing human and machine deep learning algorithms, and sentiment and volatility based research frameworks, are mathematically biased for unintentionally introducing persistent periods of lag ( under very special conditions and unstable market states ) into the forward-looking decision-making process.
Our job at Running Alpha is to hone in on market instruments that exhibit long-range persistence of such critical states; thereby helping our subscribers take full advantage of these large-scale divergences between lagging perceptions and the reality of actualized outcomes.
RunningAlpha.com has recently been nominated for the 2016 Benzinga (BZ) Fintech Awards — An Evening Gala to be held at the Tribeca in New York City on May 24th, 2016.
Please Vote for Us Here and Help Spread the Word.
“The BZ Fintech Awards is a competition to showcase the companies with the most impressive technology, who are paving the future in the rapidly growing financial services and capital markets industry! ” – See more at:http://benzingafintechawards.com/ Click to visit page.
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