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	<title>BrokerDealer Blog &#187; NASDAQ</title>
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		<title>Wall Street Cops Turn to AI for Market Surveillance</title>
		<link>http://brokerdealer.com/blog/wall-street-cops-turn-ai-market-surveillance/</link>
		<comments>http://brokerdealer.com/blog/wall-street-cops-turn-ai-market-surveillance/#comments</comments>
		<pubDate>Thu, 27 Oct 2016 17:55:06 +0000</pubDate>
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		<description><![CDATA[<p>FINRA Market Surveillance Crew Gets the &#8220;Artificial Intelligence Memo&#8221; After NASDAQ and LSE introduce AI tools to Monitor &#8220;Layering.&#8221; (Reuters)&#8211;27 October-Artificial intelligence programs have beaten chess masters and TV quiz show champions. Next up: stock market cheats. Two exchange operators have announced plans to launch artificial intelligence tools for market surveillance in the coming months [&#8230;]</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/wall-street-cops-turn-ai-market-surveillance/">Wall Street Cops Turn to AI for Market Surveillance</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
]]></description>
				<content:encoded><![CDATA[<p><strong>FINRA Market Surveillance Crew Gets the &#8220;Artificial Intelligence Memo&#8221; After NASDAQ and LSE introduce AI tools to Monitor &#8220;Layering.&#8221;</strong></p>
<p>(Reuters)&#8211;27 October-Artificial intelligence programs have beaten chess masters and TV quiz show champions. Next up: stock market cheats.</p>
<p>Two exchange operators have announced plans to launch artificial intelligence tools for market surveillance in the coming months and officials at a Wall Street regulator tell Reuters they are not far behind. Executives are hoping computers with humanoid wit can help mere mortals catch misbehavior more quickly.</p>
<p>The software could, for instance, scrub chat-room messages to detect dubious bragging or back slapping around the time of a big trade. It could also more quickly unravel complex issues, like &#8220;<a href="https://en.wikipedia.org/wiki/Layering_(finance)" target="_blank">layering</a>,&#8221; where orders are rapidly sent to exchanges and then canceled to artificially move a stock price.</p>
<p>A.I. may even sniff out new types of chicanery, said Tom Gira, executive vice president for market regulation at the Financial Industry Regulatory Authority (FINRA).</p>
<p>&#8220;The biggest concern we have is that there is some manipulative scheme that we are not even aware of,&#8221; he told Reuters. &#8220;It seems like these tools have the potential to give us a better window into the market for those types of scenarios.&#8221;</p>
<p>FINRA plans to test artificial intelligence software being developed in-house for surveillance next year, while Nasdaq Inc (<span id="symbol_NDAQ.O_0"><a href="http://www.reuters.com/finance/stocks/overview?symbol=NDAQ.O">NDAQ.O</a></span>) and the London Stock Exchange Group (<span id="symbol_LSE.L_1"><a href="http://www.reuters.com/finance/stocks/overview?symbol=LSE.L">LSE.L</a></span>) expect to use it by year-end.</p>
<h4 style="text-align: center;"><em>Prospectus.com is an international specialist in securities offering prospectus documentation and recognized experts in the broad range of offering documents, from preliminary prospectus (“red herring”) documentation to final offering prospectus document writing. </em></h4>
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<p>The exchange operators also plan to sell the technology to banks and fund managers, so that they can monitor their traders.</p>
<p>Artificial intelligence is the notion that computers can imitate nuanced human behavior, like understanding language, solving puzzles or even diagnosing diseases. It has been in development since the 1950s and is now used in some mainstream ways, like Siri, an application on Apple Inc&#8217;s (<span id="symbol_AAPL.O_2"><a href="http://www.reuters.com/finance/stocks/overview?symbol=AAPL.O" target="_blank">AAPL.O</a></span>) iPhone that can engage in conversation and perform tasks.</p>
<p>While financial firms are already applying artificial intelligence software for everything from compliance to stock-picking, it is only starting to become useful for market oversight.</p>
<p>&#8220;We haven&#8217;t really let the machines loose, as it were, on the surveillance side,&#8221; said Bill Nosal, a Nasdaq business development executive who is overseeing its artificial intelligence effort.</p>
<p>50 BILLION EVENTS</p>
<p>Market surveillance generally relies on algorithms to detect patterns in trading data that may signal manipulation and prompt staff to investigate.</p>
<p>But the sheer volume of data can lead to an overwhelming number of alerts, many of which are false alarms.</p>
<p>FINRA monitors roughly 50 billion market &#8220;events&#8221; a day, including stock orders, modifications, cancellations and trades. It looks for around 270 patterns to uncover potential rule violations. It would not say how many events are flagged, or how many of those yield evidence of misbehavior.</p>
<p>The &#8220;machine learning&#8221; software it is developing will be able to look beyond those set patterns and understand which situations truly warrant red flags, said Gira.</p>
<p>Machine learning is a subset of artificial intelligence in which computers figure out new tasks without having been programmed to do so. In the case of market surveillance, that would mean the computers &#8220;learn&#8221; which trading patterns lead to enforcement charges, in order to flag the right ones.</p>
<p>FINRA plans to test the new tool next year alongside its existing systems to compare the results.</p>
<p>The regulator has already moved its surveillance systems to Amazon.com Inc&#8217;s (<span id="symbol_AMZN.O_3"><a href="http://www.reuters.com/finance/stocks/overview?symbol=AMZN.O">AMZN.O</a></span>) web-based Cloud, giving it more computing power to quickly analyze massive data.</p>
<p>Nasdaq is working with cognitive computing firm Digital Reasoning, which it invested in earlier this year.</p>
<p>LSE has teamed up with International Business Machine Corp&#8217;s (<span id="symbol_IBM.N_4"><a href="http://www.reuters.com/finance/stocks/overview?symbol=IBM.N">IBM.N</a></span>) Watson business and cyber-security firm SparkCognition to develop its A.I.-enhanced surveillance, Chris Corrado, chief operating officer of LSE Group, told Reuters in an interview. Watson has become something of a household name, having bested contestants in the game show &#8220;Jeopardy&#8221; in 2011.</p>
<p>To continue reading, <a href="http://www.reuters.com/article/us-exchanges-surveillance-ai-idUSKCN12P0FJ" target="_blank">click here</a></p>
<p>&nbsp;</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/wall-street-cops-turn-ai-market-surveillance/">Wall Street Cops Turn to AI for Market Surveillance</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
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		<title>TD Ameritrade is Moving-From NYSE to NASDAQ</title>
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		<pubDate>Tue, 01 Dec 2015 13:53:29 +0000</pubDate>
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		<category><![CDATA[td ameritrade]]></category>

		<guid isPermaLink="false">http://brokerdealer.com/blog/?p=1741</guid>
		<description><![CDATA[<p>(Bloomberg) &#8211; TD Ameritrade Holding Corp. will move its share listing to the Nasdaq Stock Market from the New York Stock Exchange. The online brokerdealer expects to begin trading on Nasdaq Inc.’s stock exchange on Dec. 14 under its ticker symbol, AMTD, the company said in a release Tuesday. &#8220;We regularly review our many business relationships, and [&#8230;]</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/td-ameritrade-moving-nyse-nasdaq/">TD Ameritrade is Moving-From NYSE to NASDAQ</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
]]></description>
				<content:encoded><![CDATA[<h2><span style="font-size: 12px; line-height: 16px;">(Bloomberg) &#8211; TD Ameritrade Holding Corp. will move its share listing to the Nasdaq Stock Market from the New York Stock Exchange.</span></h2>
<div>
<p class="indent">The online brokerdealer expects to begin trading on Nasdaq Inc.’s stock exchange on Dec. 14 under its ticker symbol, AMTD, the company said in a release Tuesday.</p>
<p class="indent">&#8220;We regularly review our many business relationships, and moving our shares to Nasdaq is the right thing for our business at this point in time,&#8221; Fred Tomczyk, outgoing chief executive officer of TD Ameritrade, said in a statement. Kim Hillyer, a spokeswoman for TD Ameritrade, declined to elaborate on what led to the decision to move the shares from Intercontinental Exchange Inc.-owned NYSE to Nasdaq.</p>
<p class="indent" style="text-align: center;">BrokerDealer.com maintains the global financial industry&#8217;s most comprehensive database of broker-dealers operating in <a href="http://brokerdealer.com/member-access-global-database-broker-dealers-qualified-investors" target="_blank">more than 30 countries worldwide</a></p>
<p class="indent">The listing change comes as Tomczyk announced he will retire on Sept. 30. He will be succeeded by Tim Hockey, head of Canadian banking and wealth management at Toronto-Dominion Bank, which owns about 40 percent of TD Ameritrade, according to data compiled by Bloomberg. Before taking over Tomczyk’s role, Hockey will become President of TD Ameritrade on Jan. 2, the company said.</p>
</div>
<p>&nbsp;</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/td-ameritrade-moving-nyse-nasdaq/">TD Ameritrade is Moving-From NYSE to NASDAQ</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
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		<title>On The Menu This Week: Bojangles IPO Launches On Friday</title>
		<link>http://brokerdealer.com/blog/bojangles-ipo-launches-friday-heres-bojangles-ipo-different/</link>
		<comments>http://brokerdealer.com/blog/bojangles-ipo-launches-friday-heres-bojangles-ipo-different/#comments</comments>
		<pubDate>Tue, 05 May 2015 18:36:52 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<category><![CDATA[$BOJA]]></category>
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		<description><![CDATA[<p>About a month ago, Brokerdealer.com&#8217;s blog update covered the southern comfort fast food chain based out of North Carolina, Bojangles, announcement that it would be going public with an IPO after 38 years. On Friday, May 8,2015, Bojangles will officially launch its IPO under the ticker BOJA on the NASDAQ. There are several other IPOs coming [&#8230;]</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/bojangles-ipo-launches-friday-heres-bojangles-ipo-different/">On The Menu This Week: Bojangles IPO Launches On Friday</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
]]></description>
				<content:encoded><![CDATA[<p>About a month ago, Brokerdealer.com&#8217;s blog update covered the southern comfort fast food chain based out of North Carolina, Bojangles, <a href="http://brokerdealer.com/blog/?p=1223">announcement that it would be going public with an IPO</a> after 38 years. On Friday, May 8,2015, Bojangles will officially launch its IPO under the ticker BOJA on the NASDAQ. There are several other IPOs coming out on the menu this week ranging in a wide variety of industries, but Bojangles has set itself apart from the rest.</p>
<p><strong>To learn what sets Bojangles apart from the rest continue reading below and then <a href="http://brokerdealer.com/member-access-global-database-broker-dealers-qualified-investors">contact a brokerdealer</a> to invest in this hot new IPO yourself. </strong></p>
<p>This brokerdealer.com blog update is courtesy of Benzinga&#8217;s article, &#8220;<span style="color: #000000;"><a href="http://www.benzinga.com/news/15/05/5477219/ipo-outlook-down-home-cookin-fast-casual-bojangles-sizzles-investors#ixzz3ZI3CPg8P">IPO Outlook: Down-Home Cookin&#8217;, Fast-Casual Bojangles&#8217; Sizzles Investors</a>&#8220;, with an excerpt below. </span><span style="color: #000000;"><br />
</span></p>
<p><span style="color: #000000;">To say it&#8217;s a jam-packed week for the IPO market is an understatement. With twelve IPOs scheduled – ranging from biotechs, REITs, MLPs and a hot restaurant – investors have quite a menu to choose from.<br />
</span></p>
<p style="color: #000000;">Southeastern restaurant chain <strong>Bojangles&#8217; Restaurants, Inc.</strong> (NASDAQ: <a class="ticker" style="color: #236dc9;" href="http://www.benzinga.com/stock/boja#NASDAQ">BOJA</a>) plans to raise $122 million through 6.3 million shares expecting to price between $15 and $17 on Friday.</p>
<p style="color: #000000;">Bojangles&#8217; will trade on the NASDAQ under the ticker BOJA.</p>
<h3 style="color: #000000;">It&#8217;s Bo Time</h3>
<p style="color: #000000;">Charlotte, North Carolina-based Bojangles’ joins the other fast-casual restaurants that recently tapped the public markets due to both consumer and investor strong enthusiasm.</p>
<p style="color: #000000;">The company started in 1977 with a menu centered on &#8220;chicken &#8216;n biscuits&#8221; and since has remained relatively unchanged. To put it in context, Bojangles&#8217;s is the chicken joint to the Southern realm eateries what <strong>Shake Shack Inc</strong> <span class="bztwnegative" style="color: #b22222;"><a id="bztwredarrow" class="ticker bztwwidgethover" style="color: #b22222;" title="SHAK" href="http://benzinga.com/stock/shak#NYSE" data-ticker="SHAK">SHAK 1.52%</a></span> is to the burger space in metropolitan areas.</p>
<h3 style="color: #000000;">What Makes The &#8216;Bo Difference&#8217;</h3>
<p style="color: #000000;">The company has what it calls the &#8220;Bo Difference,&#8221; allowing it to grow profits and create a loyal customer base. Its self-described high quality, tasty Southern food is characterized by breakfast biscuits, never frozen bone-in fried chicken, dirty rice, sandwiches, wraps, unique fixin&#8217;s, legendary iced tea and its Bo Smart menu.</p>
<p style="color: #000000;">Bojangles&#8217; five meal offerings include breakfast, lunch, snack, dinner and after dinner. Its decision to serve breakfast all day, every day, gives it an edge over its competitors that typically serve breakfast for a limited time or start service with lunch. This edge has paid off as Bojangles&#8217; says in its S-1 that it generates 38 percent of its revenue from 11 a.m. to closing (typically 11 p.m.), or $650,000 on average just from breakfast alone.</p>
<p style="color: #000000;">To continue reading about this sizzling southern IPO, click <a href="http://www.benzinga.com/news/15/05/5477219/ipo-outlook-down-home-cookin-fast-casual-bojangles-sizzles-investors#ixzz3ZI3CPg8P">here</a>.</p>
<p><span style="color: #000000;"> </span></p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/bojangles-ipo-launches-friday-heres-bojangles-ipo-different/">On The Menu This Week: Bojangles IPO Launches On Friday</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
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		<title>Broker Dealer update: $ENOV to raise $100 million</title>
		<link>http://brokerdealer.com/blog/broker-dealer-update-enov-raise-100-million/</link>
		<comments>http://brokerdealer.com/blog/broker-dealer-update-enov-raise-100-million/#comments</comments>
		<pubDate>Tue, 02 Sep 2014 07:02:23 +0000</pubDate>
		<dc:creator><![CDATA[admin]]></dc:creator>
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		<category><![CDATA[$ENOV]]></category>
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		<category><![CDATA[sec]]></category>

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		<description><![CDATA[<p>IPO data on brokerdealer.com made available by NASDAQ and Renaissance Capital. Enovation Controls, which provides natural gas engine control and fuel systems for commercial vehicles, filed on Friday with the SEC to raise up to $100 million in an initial public offering.  The Tulsa, OK-based company, which was founded in 1939 and booked $270 million in [&#8230;]</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/broker-dealer-update-enov-raise-100-million/">Broker Dealer update: $ENOV to raise $100 million</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
]]></description>
				<content:encoded><![CDATA[<p>IPO data on <a href="brokerdealer.com" target="_blank">brokerdealer.com</a> made available by <a href="http://www.nasdaq.com" target="_blank">NASDAQ</a> and <a href="http://www.nasdaq.com/author/renaissance-capital" target="_blank">Renaissance Capital</a>.</p>
<p><a href="http://www.nasdaq.com/article/natural-gas-engine-maker-enovation-controls-files-for-a-100-million-ipo-cm385622" target="_blank"><img class="alignleft size-full wp-image-527" src="http://brokerdealer.com/blog/wp-content/uploads/2014/09/NASDAQ.jpg" alt="NASDAQ" width="256" height="58" /></a></p>
<p><span style="color: #000000;">Enovation Controls, which provides natural gas engine control and fuel systems for commercial vehicles, filed on Friday with the SEC to raise up to $100 million in an initial public offering. </span></p>
<p><span id="more-526"></span><br style="color: #000000;" /><span style="color: #000000;">The Tulsa, OK-based company, which was founded in 1939 and booked $270 million in sales for the 12 months ended June 30, 2014, plans to list on the NYSE under the symbol ENOV. Enovation Controls initially filed confidentially on July 11, 2014. Morgan Stanley and UBS Investment Bank are the joint bookrunners on the deal. No pricing terms were disclosed.</span></p>
<p>&nbsp;</p>
<p>The post <a rel="nofollow" href="http://brokerdealer.com/blog/broker-dealer-update-enov-raise-100-million/">Broker Dealer update: $ENOV to raise $100 million</a> appeared first on <a rel="nofollow" href="http://brokerdealer.com/blog">BrokerDealer Blog</a>.</p>
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