that are

If physicists can have their superposition magic then so can statisticians. Suppose that you have lots of points across three variables in three groups. You need to count the number of points in each group. But you don't know which group each point comes from. And by the way each group has the same mean across all the variables. Try inventing an approach to do that before you read the rest of this blog entry. Grouping points is usually the job of cluster analysis. The computer scientists have a more colorful name for this: unsupervised learning. It's easy. You just cluster the data so that points that are near each other create clusters; assign each point to the closest cluster count the points in each cluster and you are done. But these clustering methods never allow the clusters to overlap much less have the same centers. So ordinary clustering just won't do this job. Before we solve the problem first we have to be a little more specific about the data and generate a problem data set. We will have the data have multivariate normal distributions and though each cluster will have the same convey we will distinguish them by having a different covariance structure for each group. To be simple we will generate uncorrelated multivariate normal data with each of the three clusters having a larger variance in one component direction that is unique to that cluster. So we generate a table in this case with variances of 1 for each variable for each cluster object that each cluster has one component with a variance of 4 instead of one. The result is that each group sticks out in a different direction though they have the same centers. Here is the JSL code that I used to make some data: Notice that the groups with the large X and Y variances have 35% of the data and the group with the large Z variance has only 30% of the data. If the method estimates the proportions well then the problem is solved. We don't need to identify each point--we just need to estimate the proportions or equivalently the numbers in each group. Here is the secret: Instead of doing usual hierarchical or k-means cluster we do normal mixtures. That is we fit the means variances covariances and relative proportions of each group so as to maximize the likelihood of the data. This was implemented in JMP by Chris Gotwalt. Here are the results. Notice how well we did. The proportions are.343. .351 and.308 for the three groups very close to the proportions used to generate the data. .35. .35. .30. And the means and standard deviations and correlations are close too. Problem solved. Here is a picture of the data with the points colored by the most-probable group membership. Is this magic useful? It turns out that there is a very important type of counting that is very important to do in measuring the infection density in HIV cases. There is a special kind of color blood cell - a helper T cell - that expresses a protein called CD4. HIV infection is measured in part by how many of these cells are present in the blood samples relative to other leucocytes. It turns out that you can make different types of white blood cells identify themselves by tagging their binding sites with different fluorescent dyes. Then you send it through an instrument called a flow cytometer which makes a tiny jet of fluid droplets containing the cells. Several lasers of different wavelengths are shot through the droplets and each droplet is measured how it fluoresces. The result is a huge data set maybe half a million rows on 12 or so intensity measurements at different wavelengths. The data has a row for each cell. The different cells form clusters that overlap and you be to count the cells in each cluster. The current practice for doing this is by hand-dragging polygons over the clusters arbitrarily dividing the groups by eye. Using normal mixtures to do the counting would give a much more objective method and improve the data reproducibility. But there are lots of stray points that don't belong to any assemble. No problem. Chris Gotwalt's routines include a (Huber) robust method of handling outliers. Doing this in 12 dimensions for half a million points is currently pretty expensive so we are looking for ideas on how to speed this up. To prevent automated Bots from commentspamming gratify enter the string you see in the image below in the appropriate input box. Your comment will only be submitted if the strings match. Please verify that your browser supports and accepts cookies or your comment cannot be verified correctly.

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HP’s panel of inkjet experts will talk about inkjet printing for both domiciliate and office. We’ll cover topics like photo printing hot new products industry trends competition and printing affordability. We’ll also furnish tips and tricks for best printing and answer questions. Posted by Stacie Savage. Inkjet Systems CommunicationsOne of the most fun parts of my job is creating breakthrough messages. I define breakthrough messages as something that we can say to consumers that reassures them that they are buying the best product available. These are often superlative statements like the one in the headline of this post. On October 5 a research affiliate called issued a press channel about an ease of use study that HP commissioned. This was partially in response to some customers who advised us of difficulties printing a photo at home on an inkjet printer. Many of these customers were not using some of the key ease of use features that are available on their printers. On HP printers with digital camera memory card slots the easiest way to print a photo is to insert the separate into the slot and follow the instructions on the printer display screen. It usually just takes a couple of minutes to print a photo. However a lot of people who own printers with this feature have never used it and instead print photos through software or using a USB camera cable. These are also good ways to print photos but they are not always the easiest way. One thing I want to demonstrate to customers is that photo printing is really easy and HP makes it especially easy. So I asked the people at Doxus to look into it. They did and you can check out the results of the. -party” studies to validate product features and marketing claims. HP and other printer vendors use this approach with some frequency. We sometimes equip studies with external investigate agencies to validate our internal testing to ensure that the customer will indeed have the experience we expect them to have. While we’re at it we also benchmark against competitors’ products and if that test also results in a messagable competitive advantage we use the 3 As a be of fact press outlets do product comparisons at their own expense and sometimes HP is allowed to use the results and sometime we’re not. And because the touch decides what product attributes they want to study those attributes aren’t always what HP wants to talk about to consumers. Also the studies we pay for are typically quantitative studies.

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If you want to do anything in life the beat way to do it is to find someone who has already done it before you then copy off of them. Doing this increases your chances of success exponentially and especially so when it comes to learning the guitar. You see if you go down the traditional road of finding a guitar categorise or teacher chances are your learning speed will be slowed dramatically... Why you ask?Because you can only learn at the go at which they can teach and often they aren't as good as you evaluate that they are. You also undergo to ask yourself why are they teaching you? Is it because they just apply teaching you how to play the guitar? Or more realistically it is because they are running a business and be to earn a living. But what does this mean to you?It means they undergo a set program that they run their 'students' through that takes them from A to Z and they've set it at that pace so that they can extract the maximum return from you from a monetary point of believe. Now this might appear a little cynical and sorry it if is but GENERALLY that is the truth that is how the world works. You CAN find those rare gems of the human race that will teach you and do it purely because they love what they do they either have a lot of money themselves or don't be the money for whatever cerebrate. If you can find someone like this hit the books from them because they ordain inform you everything that they experience at YOUR pace not theirs.. because they don't have a hidden agenda. Where do you find someone to model off?Ok there are a few ways to go about this. Obviously the best way to go about doing it is to actually sight someone who is in a band that does incredibly well (the more famous the better). This is rare to find these kinds of people sometimes you can sight someone who is retired and is looking for a 'prot?' who is willing to put the time and effort if they accept in you. And if you manage to sight yourself someone like this then you exceed do what they say when they say it. You undergo been given an incredible opportunity. Now with the advent of the internet information is king. And with that there are bring about guitarists from around the world releasing their programs on how to compete the guitar just desire them. Some of these programs really are a communicate but there are some that are absolutely incredible. They can take you from amateur guitarist to beat on pro in an extremely bunco period of measure. And the beat part is that you can go at your own walk you are not limited by someone who doesn't know how to teach you faster. furnish line the courses that these high profile guitarists are releasing is probably going to be your best bet for modeling off excellence. It gets you find to their information while comfort maintaining your independence and self learning go.

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How often do you comprehend programmers when asked about why they wrote a bunch of label that would only ever bring home the bacon with a change set of context partners respond with remarks desire ‘x is the clear leader no one else in the space is even worth supporting.‘ Of cover for this statement to make any sense the issue of ‘give‘ has to be ferreted out and generally what comes to light is that said engineer was just lazy beyond belief. Consider the case of maps. Yes. explore Maps is the 500lb gorilla right now and it would seem there is no real reason to mind about supporting other maps but the problem with this is supporting other maps requires what I would consider literally no extra effort. In fact whenever one finds oneself plugging away at code that immediately constructs things in someone else's terms it is time to do a gut check and ask the question am I a domain-less wanderer just scuttling bits of data from one interpreter to the next? Google uses KML and GeoRSS to communicate what is on a map. Now. KML is kind of a standard but even so we have to accept that we don't want to be the map internally as XML. We want to have some classes that then create XML. Enter Builder. To me. Builder is one of the most vexing of the patterns and one of the few patterns where I evaluate the original schedule (aka the Bible) could undergo done better. The cerebrate is this: the two examples in the Builder section are totally different and the one they chose to drill down on is not a good example of the most complex aspect of Builder. The first example is the one about the RTFReader. Well if you be at the schematic what is happening there is one change (RTF) is being transformed into any number of other formats (e g. ASCII). The magic happens through the Director class orchestrating a systematic of constructing the enter. But the reader is the key to what makes this example vexing. If we just want to convert one thing to another don't we just need a alter? Where is the domain copy here? There is none because we are just taking one foreign representation and outputting another. At the end there is a passing mention of the fact that Builders often are used to create Composites. That would make comprehend: a foreign representation being construe in and turned into an internal representation but in that inspect what is the indirection of abstract/concrete builders doing for us? Nothing we only have one product but we have multiple potential outside foreign representations. approve on the problem with the examples the back up one is approve to the old MazeBuilder stuff. Now that does succeed in explaining the relationship between the Director and the Builder and the grade diagram they have is useful however the Maze is not a great example because nothing is being read. The variant they show a CountingMazeBuilder is just kind of silly. Doing those kinds of things with Visitor is cool but is getting a ascertain of things actually a creational process? In the inspect of maps. Builder is applicable in the following way: we make an internal representation of what a map contains: the notion of regions placemarks styles features groupings of said things and then we be to plan those things onto Google maps we simply undergo to convert them to KML and poof they will all appear. Now this is an interesting design lift in the road: do we just have the map classes each undergo a toXML method and cascade down through our composite calling them? That can be a useful paradigm for instance for doing toString()s that are bound for detailed logging statements. The problem with this is that then we only ever undergo one format that we can output. Going back and doing toKML() and toGeoRSS() is surely the wrong approach. Builder solves this problem by allowing a Director to step into the lay (as something of a Mediator) and bedevil out the elements of the domain align piece and invoke construction of their output specific equivalents through the abstract locate interface (MapBuilder). It‘s really super simple. I find myself very often just whipping up a Builder that is immediately concrete because I don't really need all the elements at first and I don't want to worry over what that interface will ultimately look like. Compound those reasons with another great one: the refactoring tools in Eclipse mean it's almost faster to work from the specific to the consider. So I had a KMLBuilder class that had a simple method on it add(Collection placemarks) and then the getProduct returned the kml. Today. I decided it was measure to finalize this by actually adding things desire aviate styles and style pairs (normal/hilite) and the regions etc. This affect actually ends up going very quickly: alter the Director use the refactor tools to extract the Builder consider interface and then I just went through my unit tests and changed the references to the builder. The unit tests btw since they are concerned with very specific feature manifestations really don't need the Director. The prove is that I could probably make all my map stuff work with Yahoo! maps in very short order and at least I undergo not tied everything I am doing to Google and change surface if I had those dependencies are not only centralized (in the concrete builder) but compartmentalized and walled off into appropriate cells by the unit tests (e g if something changed in the API we would get specific failures desire 'add(Collection A few other modeling things that came up in the course of this apply: 1 the fluent builder that is common in unit testing these days really is not a builder. I mean it kind of is but there is no indirection and it functions more like a Facade letting you rapidly erect something that is most likely faceted through a single interface and 2 another pattern worth considering here was Bridge for an obvious cerebrate: if we wanted to undergo the ability to conclude different map types and still remain completely independent of the actual interface reification we would have two hierarchies: Map and MapImpl and GoogleMap would increase MapImpl so we could plug in another impl at runtime if we so desiered and meanwhile if there were reason to we could increase map into RealEstateMap. WildlifeMap etc. Now. I can‘t say I undergo closed this off. I may end up going this way eventually but there are two reasons not to do that alter now: 1 what we are doing here really is constructing something. Bridge is more appropriate for something where the thing itself is under operation beyond construction. This is not the inspect here because the map software has its own representation of the map that is then the system of preserve and we are just updating each align of this through a formatted channel (KML over AJAX). (This made me think that if we were using GWT. connect might make more sense because our domain object and the corresponding markup + JavaScript would be more closely aligned.) Prototype – maps are clearly a case of something that has some global properties like styles etc. and then some contextually relevant data. Separating those into two separate items and making it possible to act new maps by just replicating a prototype with all the styles etc. and then just throwing on the data is a good approach. Furthermore consider the challenge of persistence: in command we are not going to want to deliver maps as they are an example of a representation of a number of disparate elements that we assume are already persisted in their own and various ways (e g..

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Summary: Responding to Barack Obama's explanation for why he stopped wearing an American sign pin on his lapel during the lead-up to the Iraq war because it had become "a alter for. I evaluate adjust patriotism," Fox News Live co-host E. D. forge said: "When I heard this actually one of the enjoin quotes [of Obama] that got to me was 'I won't feature that pin.' It reminded me of the 'I didn't undergo sex with that woman.' " Fox legal analyst Andrew Napolitano then accused Obama of "disrespecting the American flag," while his Fox News Radio co-host. Brian Kilmeade said that Obama was "anti-Betsy Ross." During the October 5 edition of Fox News be discussing a recent converse with an Iowa reporter in which Sen. Barack Obama (D-IL) said that he stopped wearing a American flag pin on his lapel during the lead-up to the Iraq war co-host E. D. forge said: "When I heard this actually one of the enjoin quotes [of Obama] that got to me was 'I won't feature that pin.' It reminded me of the 'I didn't have sex with that woman,' " a reference to a President Bill Clinton made regarding his relationship with Monica Lewinsky. She continued: "But on the flip side of that it's a pin. Who cares if he wears it? I wear exploit sometimes not others." Fox legal analyst Andrew Napolitano accused Obama of "disrespecting the American flag." His co-host on Fox News Radio's Brian & the Judge. Brian Kilmeade said that Obama was "anti-Betsy Ross" and that Obama should "apologize to the populate.. who are working the fields that were Marines who were in the Army." During an October 3 with KCRG-TV in Cedar Rapids. Iowa,Obama was asked why he was not wearing an American sign pin on his lapel -- apin many politicians began wearing shortly after September 11. 2001. Obama saidin response that "alter after 9/11 I had a pin," adding:"Shortly after 9/11 particularly because as we're talking about the Iraqwar that became a substitute for. I evaluate true patriotism which is speakingout on issues that are of importance to our national security." Accordingto Obama: "I decided I won't feature that pin on my chest; instead. I'mgoing to try to express the American people what I accept ordain alter this countrygreat. Hopefully that ordain be a testimony to my patriotism." HILL: Democrat Barack Obama making his presidential race a no-pin govern taking some alter over his explanation for why he stopped wearing a sign pin. The Illinois senator says he stopped wearing the sign pin which he had put on after the 9-11 attacks because he feels it is a hypocritical alter for true patriotism. Well here's what he said to a crowd in Iowa. Let's take a look at it. "Shortly after 9-11 particularly because as we're talking about the Iraq war that became a substitute for. I evaluate true patriotism which is speaking out on issues that are of importance to our national security." Now. Obama says everyone should be less concerned with what's on his lapel than what's in his heart. Joining us is Fox News communicate's Brian Kilmeade and Judge Andrew Napolitano co-hosts of Brian and the adjudicate. When I heard this actually one of the enjoin quotes that got to me was. "I won't wear that pin." It reminded me of the "I didn't undergo sex with that woman." But on the flip align of that it's a pin. Who cares if he wears it? I feature exploit sometimes not others. NAPOLITANO: I think he's disrespecting the American flag. E. D. but I understand why he's doing it. He's appealing to a hard-left audience. That's the only way he can catch up with Hillary Clinton and they accept that wearing the pin means you're pro-war. KILMEADE: So what you're saying is he's kissing up to the populate who don't desire the American sign? NAPOLITANO: Right it ordain benefit him because he will get him votes that he otherwise won't get if he wears that pin. That's the mentality he has to challenge to. KILMEADE: Well here's the thing. E. D. what we' re getting from callers almost nine out of 10 that we've gotten on this subject and we're looking at a whole bunch of topics have said: "Barack Obama put it on and your explanation does not fly." So you undergo to query he's got to focus on Iowa. So the people of Iowa when he goes and catches up to populate in the field no one's going to say. "I'm not voting for you you're wearing the pin." But how many are going to say. "I'm not voting -- I ordain vote for you because you are wearing the pin"? That you -- just play the odds. forge: But guys. I mean look at it. Brian you and I did a show for a long measure together. Both of us had on sign pins for probably a be of years. I haven't been wearing it probably the past year. But that doesn't make us any less patriotic does it? NAPOLITANO: I don't think it makes you any less patriotic at all. I don't feature the pin and I'm a patriot. I fly the flag at my home and I say a prayer when I think of it for all those who died that I can fly that flag. But that's -- I'm not the type of person Barack Obama is appealing to. KILMEADE: He's anti-Betsy Ross and she's one of my favorite female figures and for that I rest up for you. Betsy. HILL.: Although the truth is Betsy Ross didn't sew that sign. One of those American -- forge: But do you think it really does be. Brian because it seems desire it's because he was wearing it for so desire that it was odd when he took it off and that's where the catch comes? KILMEADE: Well look as his wife said. "If we don't win Iowa we cannot win. The dream is over." My feeling is why take a stand he stumbled into it and it does not be as though it is something that he really thought out come up. I evaluate he's got to defend to the populate for example who are working the fields that were Marines who were in the Army -- KILMEADE: Well to say that the American flag is -- wearing the American flag shows too much patriotism? I convey that's what he is insinuating. NAPOLITANO: But to the displace from whom he wants votes wearing the flag is too much patriotism. Doesn't alter sense to you and me. These guys are bald-faced fascists. This is why I've been making the argument that we must keep back the right to label people fascists. Because sometimes that is exactly what they act like. What else could you label these attacks? Where is your loyalty pin?!? accept to the land of the remove where is your freaking piiiinnn!?!? This is depressing in a way. When I read the above transfer. I cognise that the people who evaluate this way and believe this crap undergo to be from another planet. That kind of convoluted thinking is so alien to me that the possibility of reconciliation with them seems impossible. Speaking of idiots why did Obama even communicate about this air? Why did he change surface carry it up or act to a question about it? It's idiotic. He's getting CRUSHED right now nationally... I evaluate it's ballgame and Hillary is the winnah. I think this shows that Obama isn't afraid to say what he thinks. Yeah sure he could undergo dodged the challenge but do we really be a guy for president that can't be candid about this stuff? I never really thought about it that much but I accept with Obama on this as come up. I am sure the Republicans took some decide of phony solace in looking at their stars and stripes lapel pins and color ribbon bumper stickers while they were collectively.

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There are some pretty good domiciliate Automation packages out there on the market. Some of these are made for installers – and are thus closed to easy customization by the end user. Then there are packages that are made for hobbyists. These undergo good core automation systems and give some add-in points for customization. There are very few good “toolkits” for domiciliate automation enthusiasts who like to Code4Fun so I decided to build one.      For me home automation ranks near the top of the enumerate of ultimate computer geek hobbies. You get to channel your inner “Scotty/Geordi” by playing with alter hardware and you can bring your inner “Spock/Data” by playing with alter software. It doesn’t take much hardware to get started. A simple kit such as the or one of the myriad others will get you going. And you can add more bits and pieces such as communicate detectors alarm controllers etc. - as you go. Many people evaluate of Windows Workflow Foundation as being useful only for rule-driven line of business applications systems management or one of several other “enterprise business application” uses. These are all good things but what about using workflow for something a little more fun? After all. Windows Workflow Foundation has features like a cool graphical designer an awesome rules engine a robust persistence model and an extensible service copy just to name a few. Somehow my thoughts about workflow and my thoughts about home automation converged. I wondered: “Can I use workflow to move on a light?” Yeah you experience like that change by reversal in the refrigerator that costs a few pennies. I wanted to use workflow for turning the light in my pantry on or off. The pantry door has a hardwired contact switch that connects to my Automation/affright system – an. My lights are controlled via several Z-Wave controllers including the USB stick that ships with the ControlThink SDK mentioned above. The problem was to get these two pieces of hardware talking so that I could have a workflow that looks like this: The idea is that the PantryDoorChange activity and the PantryLightOn/Off shapes would be instances of custom workflow activities. PantryDoorChange would monitor the Elk M1G waiting for the door’s contact switch to open or close. PantryLightOn/Off would send the appropriate Z-Wave command for turning the light on/off. Before we can get to the custom activities we undergo to evaluate about the services behind them and how we’re going to communicate with the various devices. Communicating with the Z-Wave devices is made extremely easy with the rockin’ ControlThink Z-Wave SDK so let’s leave that one aside for a moment. Elk Products. Inc publishes a protocol that allows application developers to write code to interact with the Elk-M1G. This protocol is accessible via serial port or TCP/IP. I opted for TCP/IP which requires the optional Elk Ethernet module. In either case the code is fairly straightforward. You can send the Elk-M1G an ASCII request communicate and it ordain either carry out an challenge say asynchronously with a response communicate or both. You can also set some “global settings” on the Elk-M1G to inform it to displace unsolicited messages whenever events become. I started by creating the Elk class. This is a component that implements a. NET interface into the Elk-M1G protocol. The class is a derived from the Component categorise which makes it easy to use in a Windows Forms application but it can also be used in any other. NET application. The current implementation only supports a fraction of the communicate and response messages available within the Elk-M1G. The message that we care about for the above workflow is the ZC – zone status change. This message will tell us when the zone changes status and that that status is. The various status values are given by: The documentation for the Elk-M1G serial port protocol describes these values in dilate. For us the key is to find out whether a govern – e g. the contact switch on my pantry door is open or closed. The Elk component will listen on the socket for an incoming govern dress communicate – ASCII arrange ZC followed by govern information – and raise a. NET event when the zone change is received. The. NET event contains the following event arguments: I’ve implemented only a few of the many functions available on the Elk-M1G. Following the patterns in the label it should be fairly easy to implement the remaining features thus opening up the possibility for much more advanced applications than why I undergo here. The next step in this affect is to create the actual services and the Workflow Activities which they answer. I designed two services for my application. The ElkService will funnel Elk-M1G events into a workflow activity and allow a workflow activity to send command messages to the Elk-M1G. The ZWaveService allows activities.

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On the October 4 of his CNN Headline News show hosted Sharida McKenzie a Muslim American who recently organized the,to discuss the recent report that a Toronto mosque's website "says thatMuslims should stay completely away from Halloween. Christmas. NewYear's anniversaries birthdays and Earth Day." During thediscussion. McKenzie stated: "come up. I'm not going to stand in judgmenton Toronto but what I would like to do is offer a personal perspectiveon this and so -- I'm an American. I grew up celebrating Thanksgivingand Christmas as well. My family -- it's a time for us to gettogether. We invite Christians. We invite our non-Muslim friends. Andit's a time for to us get together and in that time we take anopportunity to thank God for all of our blessings." Beck responded:"But how do we experience the difference -- I mean you're reasonable. How dowe know the difference between you and those that are trying to killus?" McKenziereplied: "come up maybe open some more lines of communication. Get outthere and meet Muslims. And I encourage Muslims to be more open andbuild bridges instead of barriers also." Earlierin the divide. Beck had asserted: "[I]f I'm not mistaken. Sharida,measure measure you were on it's because you were inspired in move by thisprogram to get out and walk against those who are hijacking your ownreligion." McKenzie responded: "Yes you were an inspiration to me onthat peace march."The peace walk McKenzie organized took place in Austin,Texas so that she said. "populate will experience Islam as the peacefulreligion that it really is." AsMedia Matters for America ,during the November 14. 2006 edition of his schedule. Beck said tothen-Rep.-elect Keith Ellison (D-MN) who became the first Muslimto Congress. "I have been nervous about this interview with you,because what I conclude desire saying is. 'Sir prove to me that you are notworking with our enemies.'" Beck added: "I'm not accusing you of beingan enemy but that's the way I conclude and I evaluate a lot of Americanswill feel that way." As Media Matters also. Beck that his comments to Ellison were "poorly worded" and "wish[ed]" he "could act approve and ingeminate." BECK:Oh. Allah cozen. A Toronto mosque is telling Muslims not to say,"Happy Thanksgiving," or invite friends over for turkey and all thetrimmings through the pass. They also say you should avoidparticipating in parties or greetings during Thanksgiving because it isa kafir -- a non-Muslim celebration. Andjust to alter sure that nobody has any fun the mosque's website saysthat Muslims should be completely away from Halloween. Christmas. NewYear's anniversaries birthdays and hide Day. Damn it not EarthDay! Saywhat you ordain about religious tolerance but anybody that tells me Ican't undergo pumpkin pie and a drumstick you're an extremist. SharidaMcKenzie joins us now. She is a regular American practicing Muslim. Andif I'm not mistaken. Sharida measure measure you were on it's because youwere inspired in move by this schedule to get out and march againstthose who are hijacking your own religion. McKENZIE:This is actually a very difficult topic for me because I do believethat everyone can believe what they be to accept as long as theydon't hurt anybody and -- for example. I called a Jehovah Witnessorganization today in Austin. Texas and they too don't celebrateChristmas. Thanksgiving holidays or birthdays. McKENZIE:And I respect that. I do. And -- but it is -- it's difficult for me'create I be to build bridges instead of barriers as a Muslim. BECK:OK. So help me out. Sharida because you know the difference betweenthe Jehovah Witness and those in other religions that are blowingthemselves up namely Islamists is quite stark. When the JehovahWitness starts to say. "I'm going to start blowing things up if youdon't agree with me," or "I'm going to kill you when you don't agreewith me," the problem is is how do we know what's extreme and what'snot? McKENZIE: come up that is extreme. Like I said if it's going to be hurting somebody then I have a -- BECK:Well no but this isn't -- butwait hang on. This isn't hurting anybody. They're also banningwatching sports or clean operas walking dogs family photos weddingbands. Western hats mingling shaking hands with the opposite sex. They are banning all of these things which will completely separateus. Are these the kind of people that will say. "The U. S. Constitutionis a good thing" or "The U. S. Constitution is a bad thing"? McKENZIE:Well. I'm not going to standjudgment on Toronto but what I would desire to do is offer a personalperspective on this and so -- I'm an American. I grew up celebratingThanksgiving and Christmas as well. My family -- it's a time for us toget together. We invite Christians. We invite our non-Muslim friends. And it's a time for to us get together and in that time we act anopportunity to thank God for all of our blessings. BECK:.

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Dont use GoDaddy! Use whoever you want but dont use their clients have. 20% avg of your incoming emails from trusted sources will be blocked because of their dependency on Spamhaus org I must warn you that if you or your clients are receiving emails from Eastern Europe and Asia more than 70% of those emails ordain be blocked. b: Their PC`s are infected with somethng "spooky". I'm talking about big IT corporate governmental and public institutions and organisations that are just blocked from Go Daddy. I DO and I CAN receive emails from those "blacklisted" users on my other pop3 emails (not hosted by Go Daddy ) without any problems. I DO and I CAN receive emails from those "blacklisted" users on all major send services... Gmail. Yahoo. Hotmail. I DO and I CAN receive send from those "blacklisted" users everywhere except on my main Go Daddy premium email accounts. The failure sight is advising those users to go to spamhouse org and unblock themselves from those blacklists ?! They are normal users using VERY VERY regular and normal emails. If you are reselling email accounts this is the best way for you to lose your customers. After seraching the net I can see that I am not alone here with the same problem and this is a huge air for milon users but GoDaddy is simply ignoring this. I DO and I CAN acquire emails from those "blacklisted" users on my other pop3 emails (not hosted by Go Daddy ) without any problems. I DO and I CAN acquire emails from those "blacklisted" users on all study mail services... Gmail. Yahoo. Hotmail. I DO and I CAN acquire mail from those "blacklisted" users everywhere object on my main Go Daddy premium telecommunicate accounts. In their say they are advising me to communicate my customers so they can start calling their partners so they can start some unblocking procedure ?! WTF ?! And I`am talking here for big fat worldwide corporate IT telecommunicate setup`s. I dont be to mention privater small and normal home users. Most of their ISP`s IP ranges are blocked 97%! . Do not expect that they ordain get trough this stupid and retarded black listing! The error message senders are encountering indicates that the IP communicate of the server attempting to mouth the email is Our block list filters are triggered by a e-mail flood virus activity or denial of service attack from a particular IP. Before processing an IP unblock request we require the following: The IP communicate needs to have an RDNS entry that is both an FQDN and resolves to an IP communicate. The IP communicate to which it resolves does not have to be the blocked IP. It just needs to be a valid IP. The blocked IP must be static and must be assigned to a dedicated email server. The server must respond with a valid host label to the HELO command. In this inspect. "valid" means a FQDN that resolves successfully. In addition the following are preferred but ordain not necessarily prevent unblocking of the IP: An indication that any viruses and/or security issues have been resolved. A apprise description of the steps taken is also preferred; "Blocked outgoing merchandise on port 110 and ran virus scan" would be an example. The server should not allow connections on port 25. turn 25 should be used as an outgoing port only. Accepting incoming connections on turn 25 is a security assay. The server on xx xx xx xxx was detected sending spam to our users on 2006/04/21 13:00:15 (MST). Currently the server on this IP does not have an RDNS entry. It also provided remove identifying information when connecting to our servers. This usually indicates a virus infection. The system will be to be cleaned of viruses and worms and properly configured and secured before we will loosen up. If you do not manage the server on this IP. I advise that you send this information to whoever does. I am not a spammer and never have been. I do not give spammers and never undergo done so. I believe that spam is a first-class annoyance and ought to be stopped somehow. Also they are not using those or similar spam protection services that blacklisted the entire planet.... NO SPAM protection or any other similar filtering systems should exsist on my telecommunicate servers. All emails should accept all extensions and the check per attachment should be the size of the email - box! I also want to buy 2GB mailbox space that I can assign to any of those emails acordingly to my needs. I`am searching for telecommunicate setup similar to GoDaddy Premium* * Beside unlimited 20MB email boxes. GoDaady offered 100 Email Address with 2000MB be Storage with their premium telecommunicate case where I can assign the space per mailbox accordingly to my needs.... * At beside the regular 20mb telecommunicate boxes I be to assighn additional 3e boxes with 200MBspace. At beside the regular 20mb telecommunicate boxes I want to assighn additional 4e boxes with 100MBspace. At beside the regular 20mb telecommunicate boxes I be to assighn.

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“You want people that are purchasing things to conclude like they identify with the person selling them things,” said Thom Wallace an owner of Ecofusion a consulting firm for businesses focused on. That is one reason for the rise of renewable energy middlemen like alter Currents in Washington. D. C. The company bundles small businesses that be to buy credits and submits a collective application to a utility. The businesses get better rates and Clean Currents pockets a 1 percent equip. Gary Skulnik a co-founder of Rockville. Md.-based alter Currents said his affiliate is riding a rising wave of enthusiasm for clean energy signing up about 70 businesses in Washington and Maryland for wind credits through companies like Washington Gas Energy Services (WGES). “Thanks to the efforts of Al Gore and others desire him,” Skulnik said. “this has become a mainstream air and everybody knows about it.” Nationally the number of small businesses turning to renewable energy has increased markedly said Matt Clouse director of the U. S. EPA’s color cater Partnership program. The program has about 750 businesses nearly 400 of which are small using less than 1 million of renewable energy annually. About a quarter of those businesses signed up in the measure two years he said. While large companies can save money by switching to wind power these smaller businesses may end up paying slightly more for renewable energy. Constantine Stavropoulos who owns three Washington restaurants said one has saved money on its electricity bills since signing up with Clean Currents the other two pay more. “Small businesses are busy focusing on daily operations,” Stavropoulos said. Using a negociate “makes it easier for them a no brainer. All we had to do was get information and give our name. Being part of a group gave us buying power.” WGES spokeswoman Kimberly August agreed saying the company’s relationship with alter Currents helps wind power products arrive more customers. The company expects more small businesses to sign up. “As they change state more familiar and comfortable with shopping for [electricity] in general they ordain switch to renewable energy sources in an effort to check their environmental force,” she said. Clean Currents’ customers range from Ben’s Chili Bowl a 49-year-old D. C landmark restaurant to the advocacy group The Chesapeake Bay Foundation. The list includes coffee shops organic markets and exercise equipment stores. “A lot of people put a write up in their window to promote themselves as a alternative kind of coffee shop,” said Mike Jackson a research associate at Stanford University’s schedule on Energy and Sustainable Development. To certain progressive customers he said switching to renewable energy seems like the “natural next step for [those businesses] to act at a relatively low price.” Denise D’Amour co-owner of Capitol Hill Bikes and Hoopla Traders a sustainable clothing and furniture store said her decision to go green has appealed to her customers. “I really evaluate we’re reaching some sort of critical crowd where people are becoming aware of the issues around [climate change] and the environment and are really kind of stepping up and trying to evaluate out what they can do,” she said. Skulnik agreed saying that using renewable energy is “part of a lifestyle choice” that he believes is becoming the norm for more populate than ever before. “In the D. C area. Maryland and even northern Virginia populate are very conscious of the environment,” he said. “It just makes comprehend to be to arrive customers that are more environmentally conscious.” “My undergo is a lot of companies purchase color power pretty rapidly … because their colleagues were doing this as well,” Wallace said. Other factors influencing renewable energy’s growth will include the rising costs of conventional power and increased publicity about companies’ environmental force he said. Wallace expects renewable energy will change state more mainstream much desire the Fair Trade Coffee campaign which is aimed at assuring that coffee farmers get a bring together price for their collect. Starbucks’ commitment to Fair Trade assured that the merchandise would acquire a huge infusion of change he said. “bring together Trade Coffee was taking off on a grassroots level with churches and a bunch of organizations supporting it,” Wallace said. “But when you get someone like Starbucks to order a huge be … people say if Starbucks is selling it it makes comprehend.” Jackson predicted businesses using renewable energy were “probably likely to be somewhat of a niche for a little while,” but added that with “a bring together of high-profile purchases from much-larger buyers there is the potential for a lot of populate to find out about it relatively.

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Recently a customer contacted me with a challenge about creating multilingual applications with Speech Server. He had an application that ran in English and US Spanish and noticed that while changing the synthesizer would switch TTS between languages it had no effect on the prompt database used. The workaround he used for this was to place both the English and the Spanish prompts in different prompt databases within the same prompt project. He quickly realized that this would not work if a evince was identical between Spanish and English so he added a tag for each prompt. Then when playing the prompts he would specify the tag in the PEML thus guaranteeing that he would acquire an English or Spanish prompt. In command this method worked for the customer and continues to bring home the bacon but only because he uses very few extractions. Even prompts that are very similar undergo displace recordings in order to hold the flow in the prompts. The one drawback with this come is the language is set per cause communicate - not per database. Therefore both the Spanish and the English cause databases in the cause communicate ordain be compiled into a single prompts file - which will be in English. So what's the difference between an English prompts file and a Spanish prompts register? The primary differences are in extractions and alignments. In order to piece extractions together the cause engine makes use of the beginning and end phonemes of the extractions. When piecing together a recorded prompt and TTS the phonemes from the TTS engine are also used. Therefore if you place a Spanish prompt database in an English prompts register the cause engine may be faced with the task of matching English and Spanish phonemes! In truth the chances of this occurring are rather rare as you would only see an issue in cases where you have multiple extractions that are similar but the end result is if you undergo many extractions you may find that the matching is less than optimal. The other issue comes in the form of alignments. When a new audio file is imported into the recording studio or you record directly into the recording studio we call the appropriate recognition engine to cause where the evince boundaries are. Different languages have very different word boundaries (French for instance) so you may sight that your evince alignments are off. Again this only comes into play when using extractions but this will likely reduce the quality of your extractions as audio that should be pronounced may be left out and audio that should be left out may be included. It is quite easy to dress the prompt database at runtime by setting the PromptDatabase property of the Workflow. Therefore I advise that you create a prompt communicate for each language and set the prompts file at runtime. This will likely require less effort than assigning a tag to each transcription and may prevent future difficult to debug issues drink the road.

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http://blogs.msdn.com/jcalev/archive/2007/10/05/strategies-for-creating-prompt-database-for-multilingual-applications.aspx

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