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University of Cambridge > Talks.cam > Institute of Astronomy Seminars > The Dust Temperature Distribution in Nearby Galaxies
The Dust Temperature Distribution in Nearby Galaxies
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Above: The Disneyland Story presenting Semi Great Moments with Tarzan attraction during construction
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The LPVC business meeting for quarter two will take place in Moorpark on Thursday May 19. Come early at 6:30PM or be there when the meeting starts at 7:00. We'll be... Learn more
May 2 · 7:00 PMCLIMATE HUSTLE The Film (some free tickets)
The CFACT organization has invited us to view their new film Climate Hustle about the other side of global warming. (A few free tickets are available for the Oxnard show... Learn more
April 1 · 7:00 PMCalifornia State Libertarian Convention
Attend the Libertarian Party State Convention! This year it's being held in nearby Los Angeles. Take a look at what goes on in the party and maybe even enjoy being a... Learn more
April 1 · 6:00 PMWatch the First Nationally Televised Libertarian Presidential Debate
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February 3 · 6:30 PMElection of New Officers for 2016
Annual elections for new LPVC officers will be held on Wednesday February 3, 2016 at Marie Callender's Restaurant in Camarillo. Social time will begin at 6:30 PM;... Learn more
- See all past Meetups


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Digital Edition of Precious Artifacts: A Philip K. Dick Bibliography
We have published a digital, interactive edition of the bibliography (for the iPad) which is available in the iTunes store. We are... Read more
Trade paperbak edition completed
The trade paperback edition is completed and available for purchase from Amazon. The book can also be purchased from the publisher Createspace.
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The fund raising part or the project is now over. We have raised $2,140, slightly more than our $2,000 goal. Thank you again for your pledges.
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Project 100% Funded
We have reached our funding goal today! Production is on target for an early June release of the book.
Again, thank you all for your support!
Henri and Dave


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|By James H. Wong
Article Rating:
|February 11, 2013 02:00 PM EST
In today's environment, information security is crucial for everyone. Security needs vary widely from protecting social security numbers to guarding corporate strategy. Information espionage can occur at all levels. A human resources employee or manager takes employee personnel files home to work on them and unfortunately loses them or they get stolen. An employee's notes to a supervisor regarding a case are intercepted and read via monitoring software by an outside hacker. The resulting damages can be costly and could be avoided by protecting assets with encryption technology.
This article demonstrates the implementation of the Cryptography header cited in the previous article and illustrates how to encrypt and digitally sign files using a hybrid combination of asymmetric public/private key encryption and symmetric encryption. A symmetric key is used to encrypt the file and the asymmetric public key encrypts the symmetric key. The asymmetric private key decrypts the symmetric key which in turn is used to decrypt the encrypted file.
Figure 1. Asymmetric Key Encryption Functions
The same pair of encryption keys can be used with digital signatures. The private key is used to sign a file and generate a digital signature. The public key is used to verify the authenticity of the signature. The encrypted symmetric key and digital signature along with additional information are stored in the Cryptography header which is affixed to the front of the encrypted file.
Figure 2. Asymmetric Key Signature Functions
The encryption technique requires the Java libraries developed by the Legion of the Bouncy Castle (www.bouncycastle.org). The Bouncy Castle jars, bcprov-jdk15on-147.jar and bcpkix-jdk15on-147.jar, contain all the methods required to encrypt, decrypt, sign and verify a digital signature. The following Java code snippet loads the BouncyCastle provider, which implements the Java Cryptography Security services such as algorithms and key generation.
import org.bouncycastle.jce.provider.*;
java.security.Security.addProvider(new BouncyCastleProvider());
Generating Public/Private Encryption Keys
A Java key store is a password protected file that contains the user's pair of asymmetric encryption keys and certificate. Each key store associates a unique alias to each pair of encryption keys it contains. The Java key store file name is generated as alias_nnnn.jks, for example, jxdoe_fc99.jks. Certificates hold the public encryption key that allows a file to be encrypted for a specific individual who holds the matching deciphering key. The following steps along with Java code snippets illustrate how to generate the pair of public/private keys and store them in a key store file, using the Bouncy Castle cryptography library.
Figure 3. Pair of Asymmetric Keys
Step 1: Create an instance of the KeyPairGenerator class specifying the RSA asymmetric algorithm and Bouncy Castle provider. Generate a 1024-bit asymmetric public and private key pair to be stored in a password protected key store file.
//-Generate the pair of Asymmetric Encryption Keys (public/private)
KeyPairGenerator tKPGen = KeyPairGenerator.getInstance("RSA", "BC");
SecureRandom tRandom = new SecureRandom();
tKPGen.initialize(1024, tRandom); //-Key size in bits
KeyPair tPair = tKPGen.generateKeyPair();
PublicKey tUserPubKey = tPair.getPublic();
PrivateKey tUserPrivKey = tPair.getPrivate();
Step 2: Extract four hex digits from the public key to create a unique alias for the filename of the certificate and key store.
KeyFactory tKeyFactory = KeyFactory.getInstance("RSA");
RSAPublicKeySpec tPubSpec =
tKeyFactory.getKeySpec(tUserPubKey, RSAPublicKeySpec.class);
String t4HexDigits = tPubSpec.getModulus().toString(16).substring(8,12);
String tUniqueAlias = "jxdoe_" + t4HexDigits;
Step 3: Create a certificate to hold the asymmetric public key that can be used to encrypt your confidential information or distributed to others for exchanging encrypted files.
JcaContentSignerBuilder tSignBldr =
new JcaContentSignerBuilder("SHA512WithRSAEncryption");
ContentSigner tSigGen = tSignBldr.build(tUserPrivKey);
X500NameBuilder tBuilder = new X500NameBuilder(BCStyle.INSTANCE);
tBuilder.addRDN(BCStyle.CN, "John X. Doe"); //-Common name
tBuilder.addRDN(BCStyle.E, "[email protected]"); //-E-mail
tBuilder.addRDN(BCStyle.L, "Detroit"); //-City/Locale
tBuilder.addRDN(BCStyle.ST, "MI"); //-State
org.bouncycastle.asn1.x500.X500Name tX500Name = tBuilder.build();
Calendar tCal = Calendar.getInstance();
tCal.set(2014, 12, 31);
java.util.Date tEnd = tCal.getTime(); //-Ending date for certificate
X509v3CertificateBuilder tV3CertGen = new JcaX509v3CertificateBuilder(
tX500Name, //-Issuer is same as Subject
BigInteger.valueOf( System.currentTimeMillis()), //-Serial Number
new java.util.Date(), //-Date start
tEnd, //-Date end
tX500Name, //-Subject
tUserPubKey); //-Public RSA Key
X509CertificateHolder tCertHolder = tV3CertGen.build(tSigGen);
JcaX509CertificateConverter tConverter =
new JcaX509CertificateConverter().setProvider("BC");
X509Certificate tCert = tConverter.getCertificate(tCertHolder);
Step 4: Save the certificate to disk so that it can be used for encrypting your own personal information or distributing to others.
byte[] tBA = tCert.getEncoded();
File tFile = new File("C:\\" + tUniqueAlias + ".cer");
FileOutputStream tFOS = new FileOutputStream(tFile);
Step 5: Insert the certificate into an array of X509 certificates called a chain. Create a password protected key store file to hold the private key and certificate chain and save it to disk. The key store saves the private key and certificate chain as an entry at a unique key called the alias and is password protected as well. The same password will be used to protect the entry and key store.
KeyStore tKStore = KeyStore.getInstance("JKS", "SUN");
tKStore.load(null, null); //-Initialize KeyStore
X509Certificate[] tChain = new X509Certificate[1];
tChain[0] = tCert; //-Put certificate into a chain
String tKSFileName = "C:\\" + tUniqueAlias + ".jks";
tFOS = new FileOutputStream(tKSFileName);
tKStore.store(tFOS, "password".toCharArray()); //-Set KeyStore password
Encryption with Digital Signature
Encryption is used to protect a file from being read by unauthorized eyes by altering its original contents to an indecipherable form. Using a hybrid encryption technique, the file is encrypted with an AES (Advanced Encryption Standard) symmetric key and the key is encrypted using RSA asymmetric encryption. In addition to protecting a file, a digital signature can be added to provide authentication of the originator who sent/encrypted the file. The digital signature is a unique number that is generated using the owner's asymmetric private key and a hash algorithm on the encrypted file contents. The following steps along with Java code snippets illustrate how to encrypt and add a digital signature to a file.
Figure 4: AES Symmetric Key
Step 1: Let's assume you want to encrypt and digitally sign the file, C:\sampleFile.txt. Dynamically generate a symmetric "secret" key using the Java class, KeyGenerator. The symmetric key will be used to encrypt the file. The Java class KeyGenerator is instantiated using the symmetric algorithm, "AES", and provider, BouncyCastle("BC"). The instance of KeyGenerator is initialized with a secure random seed and the maximum key size in bits allowed by your country. The following code illustrates how to generate a symmetric key.
KeyGenerator tKeyGen = KeyGenerator.getInstance("AES", "BC");
SecureRandom tRandom2 = new SecureRandom();
tKeyGen.init(256, tRandom2); //-256 bit AES symmetric key
SecretKey tSymmetricKey = tKeyGen.generateKey();
Step 2: Generate a Cryptography header that stores cryptographic information used to later decrypt the file and verify the digital signature. Save the symmetric algorithm, mode and padding in the header. The following code illustrates the header instantiation and initialization.
CryptoHeader tHead = new CryptoHeader();
tHead.symKeyAlg(1); //-AES
tHead.symKeyMode(5); //-CTR Segmented Integer Counter mode
tHead.symKeyPadding(2); //-PKCS7 Padding
tHead.decryptID(tUniqueAlias); //-Owner's unique alias
Step 3: Load the owner's certificate and extract the public key. You can also load another person's certificate if you are encrypting the file for someone other than yourself. The public key will be used to encrypt the symmetric key.
InputStream tCertIS = new FileInputStream("C:\\" +tUniqueAlias+ ".cer");
CertificateFactory tFactory = CertificateFactory.getInstance("X.509","BC");
X509Certificate tCertificate =
PublicKey tPubKey = tCertificate.getPublicKey();
Step 4: Generate a Java Cipher object and initialize it using the owner's or another person's asymmetric public key extracted from the certificate and set its mode to "Cipher.WRAP_MODE". Use the Java Cipher and public key to encrypt and wrap the symmetric key. Store the wrapped encrypted key in the header and its length.
Cipher tCipherRSA = Cipher.getInstance("RSA", "BC");
tCipherRSA.init(Cipher.WRAP_MODE, (PublicKey)tPubKey);
byte[] tWrappedKey = tCipherRSA.wrap(tSymmetricKey);
Figure 5. Wrap Symmetric Key
Step 5: Generate an initialization vector if required by the symmetric mode chosen to encrypt the file. AES is a block cipher symmetric algorithm and the Counter (CTR) mode requires an initialization vector. The AES block size is 16 bytes.
int tSize = Cipher.getInstance("AES", "BC").getBlockSize();
byte[] tInitVectorBytes = new byte[tSize];
SecureRandom tRandom3 = new SecureRandom();
IvParameterSpec tIVSpec = new IvParameterSpec(tInitVectorBytes);
Figure 6. Initialization Vector
Step 6: Use the previously instantiated Cipher and set its mode to "Cipher.ENCRYPT_MODE". Use the public key to encrypt the initialization vector. Store the encrypted vector in the header along with its length.
tCipherRSA.init(Cipher.ENCRYPT_MODE, (PublicKey)tPubKey);
byte[] tInitVectorEncrypted = tCipherRSA.doFinal(tIVSpec.getIV());
Figure 7. Wrap Initialization Vector
Step 7:(Optional) If you are using an enterprise CA hierarchy and encrypting for yourself, use the CA asymmetric public key stored in the key store to wrap the symmetric key and encrypt the initialization vector and store both in the header. If encrypting for another person, use the owner's asymmetric key to wrap the symmetric key and encrypt the initialization vector and store both in the header. You can store the values in the header variables, wrappedSymKeyOther and initVectorOther as well as their lengths. This provides the ability for the CA or owner to decrypt the encrypted file.
Step 8: The private key is stored in a Java key store and is password protected. Load the key store using your password. Retrieve the asymmetric private key from the key store using the same password. The asymmetric private key will be used to generate a digital signature and stored in the header.
FileInputStream tStoreFIS=new FileInputStream("C:\\"+tUniqueAlias+".jks");
KeyStore tMyKStore = KeyStore.getInstance("JKS", "SUN");
char[] tPW = "password".toCharArray();
tMyKStore.load(tStoreFIS, tPW);
PrivateKey tPrivKey = (PrivateKey)tMyKStore.getKey(tUniqueAlias, tPW);
Figure 8. Private Key
Step 9: Generate a Java Signature object specifying the signature algorithm and provider. Initialize the signature engine with the owner's asymmetric private key. The signature engine is bound to the private key so that only the public key can validate it. Store the signature algorithm in the header so that it can be verified later.
Signature tSigEngine =
Signature.getInstance("SHA512WithRSAEncryption", "BC");
tHead.signatureAlg(12); //-SHA512WithRSAEncryption
Step 10: Generate a Java Cipher object based on the symmetric algorithm, mode, padding and provider which will be used to encrypt the target file. Initialize the Cipher object using the symmetric key and initialization vector and set its mode to "Cipher.ENCRYPT_MODE".
Cipher tCipherEncrypt = Cipher.getInstance("AES/CTR/PKCS7Padding", "BC");
tCipherEncrypt.init(Cipher.ENCRYPT_MODE, tSymmetricKey, tIVSpec);
Step 11: Load the file to be encrypted as a Java "FileInputStream". Encrypt the file to a temporary Java "FileOutputStream" using the Java Cipher, symmetric key and initialization vector and in parallel, sign the encrypted data with the signature engine. The stream is processed a buffer at a time till the end of the file is reached. The end result is an encrypted and digitally signed temporary file.
FileOutputStream tFileOS = new FileOutputStream("C:\\$$$$$$$$.tmp");
InputStream tFileIS = new FileInputStream("C:\\sampleFile.txt");
byte[] tInBuffer = new byte[4096];
byte[] tOutBuffer = new byte[4096];
int tNumOfBytesRead = tFileIS.read(tInBuffer);
while (tNumOfBytesRead == tInBuffer.length) {
//-Encrypt the input buffer data and store in the output buffer
int tNumOfBytesUpdated =
tCipherEncrypt.update(tInBuffer, 0, tInBuffer.length, tOutBuffer);
//-Sign the encrypted data in the output buffer
tSigEngine.update(tOutBuffer, 0, tNumOfBytesUpdated);
tFileOS.write(tOutBuffer, 0, tNumOfBytesUpdated);
tNumOfBytesRead = tFileIS.read(tInBuffer);
//-Process the remaining bytes in the input file.
if (tNumOfBytesRead > 0) {
tOutBuffer = tCipherEncrypt.doFinal(tInBuffer, 0, tNumOfBytesRead);
} else {
tOutBuffer = tCipherEncrypt.doFinal();
tSigEngine.update(tOutBuffer); //-Sign the remaining bytes
tFileOS.write(tOutBuffer, 0, tOutBuffer.length);
tFileOS.close(); //-Close the temporary file
tFileIS.close(); //-Close input file
Figure 9. Encrypt and Sign the File
The code can be made more efficient by allocating larger buffers and writing out the encrypted data after a threshold has been reached.
Step 12: Generate the digital signature from the signature engine after signing the file and store it in the header along with its length. Save the signature algorithm, signature certificate name and its length in the header.
byte[] tSignature = tSigEngine.sign();
tHead.verifySigCertName(tUniqueAlias + ".cer");
Step 13: Calculate the total size of the header and save in the header along with its version. Write the header into a ByteArrayOutputStream, which can be converted to a byte array. The Cryptography header class contains a method to write out the header to a ByteArrayOutputStream. Write out the byte array to a file using a Java "FileOutputStream."
ByteArrayOutputStream tHeadBAOS = new ByteArrayOutputStream();
Object tRC = tHead.writeOutHeaderV4(new DataOutputStream(tHeadBAOS));
String tEncryptedFileName = "C:\\sampleFile.txt." + tUniqueAlias + ".asg";
FileOutputStream tFileOStream = new FileOutputStream(tEncryptedFileName);
byte[] tArray = tHeadBAOS.toByteArray();
tFileOStream.write(tArray, 0, tArray.length);
Step 14: Append the temporary "encrypted" file to the output stream. The end result is an encrypted file with a digital signature. Note that the file extension is "ASG" instead of "AES" to imply that it is encrypted and digitally signed. The temporary file though encrypted should be securely deleted afterwards by overwriting it.
tInStream = new FileInputStream("C:\\$$$$$$$$.tmp");
byte[] tBuffer = new byte[4096];
int tLength = tInStream.read(tBuffer);
while (tLength > 0) {
tFileOStream.write(tBuffer, 0, tLength);
tLength = tInStream.read(tBuffer);
This article demonstrates how to encrypt and digitally sign any file using Java Cryptography methods and the Cryptography libraries from Bouncy Castle organization. The Cryptography header provides information required to decipher the file and validate who encrypted its contents. The header also provides the flexibility to expand the usage of Cryptography such as allowing multiple recipients to decrypt a file by using each of their public keys to encrypt the same symmetric key. As society adopts file encryption as a standard way of protection, more creative uses will be invented by future Cyber warriors.
The source code (LaCryptoJarSample.java) is available on the Logical Answers Inc. website under the education web page as an individual file and also within the zip file, laCrypto-4.2.0.zipx.
References and Other Technical Notes
Software requirements:
- Computer running Windows XP or higher...
- Java Runtime (JRE V1.7 or higher)
- The Legion of the Bouncy Castle Encryption Modules (no runtime fee)
- DocuArmor software modules by Logical Answers Inc.
Recommended reading:
- "Beginning Cryptography with Java" by David Hook.
- "The Code Book" by Simon Singh
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CeBIT - Navman and Garmin both launch dedicated handhelds – the Navman PiN PocketPC and Garmin iQue 3600
Pocket-lint.co.uk was able to get a behind the scenes look at a new device being launched by Navman in the next couple of weeks that wasn't even on show at CeBIT. The PiN PocketPC is an all in one solution from Navman.
Primarily a GPS locator rather than a PocketPC, the unit has a built in GPS receiver and ships with 128Mb SD Card although you can of course access and use the unit as a standard PocketPC. Also included in the box is Navman's Smart ST software and the SD card is big enough to store the entire map set for the UK.
According to Navman the unit has come about because of the popularity of its PocketPC software and customers wanting an out of the box solution rather than having to buy a separate Bluetooth GPS receiver. The unit will be available in April/May and be priced under £500.
While Navman is going after the PocketPC market, it seems Garmin is opting for a PalmOS device. The new unit - almost identical to the Navman PiN PocketPC in terms of style, size and deployment (both have a built in GPS locator that flips up on the back of the device) offers users maps of the UK. The main difference however is the Garmin unit lacks an external memory slot for expansion of more maps.
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text:
Moto X: Everything you need to know
Update: Motorola has unveiled the Moto X, so a lot of this original story changed. But we've updated the necessary parts to keep you well-informed.
The long-awaited "Made in the USA" Moto X is almost here. The leaks continue to surface left and right, although the official event invitations have already gone out for the first Android flagship from Motorola since becoming a part of Google's umbrella.
Motorola will unveil the much-hyped Moto X in exactly one week, hoping to rival the iPhone 5 and Galaxy S4, but what will the device bring to the fighting ring? Read on to whet your appetite for what is to come from Motorola and Google.
Moto X specs
Update: The Moto X has a 4.7-inch AMOLD display with 1,280-by-720-pixel resolution and 316ppi. It also has a 1.7GHz X8 Mobile Computing SOC, 2 GB of RAM and 16GB or 32GB of internal storage, and it supports LTE, Wi-Fi, NFC and Bluetooth 4.0. The Moto X also sports a 2,200mAh battery.
The rumour mill consensus is that the Texas-made Moto X will feature a 720P 4.5-inch display, as well as a dual-core 1.7GHz Snapdragon processor, 2GB of RAM and 16 GB or 32 GB of internal storage. It will also support LTE, NFC, Bluetooth 4.0 + EDR and 802.11ac Wi-Fi. Documents from the US Federal Communication Commissions have also revealed that an AT&T version of the Moto X should house a 2,200mAh battery.
It also looks as though the Moto X will be the third phone ever to use a nano-SIM (rather than the micro SIM card used on many other Android handsets). GSM Insider provided a leaked picture of the Moto X recently, which allegedly showed its SIM tray alongside a nano-SIM.
Moto X design
Update: The Moto X offers 504 possible ways to customise colors of different parts of the phone — with 18 different colors just for the backplate alone. It also has a curved shape, which Motorola said makes it perfect for fitting in the palm of your hand. Other design aspects include: the bezels are super thin on the sides; the back features carrier branding, Motorola logo, large lens, flash and speaker grille; the right edge has power and volume toggles; the left edge has micro USB port; the top features a headphone jack; and the bottom has the power slot.
Motorola has said that the Moto X is customisable. ABC News specifically claimed that users can choose from a range of colours for both the back case and the trim. They can also get an engraving. Leaked shells and press shots event teasers and even Google chairman Eric Schmidt have also revealed what the Moto X could look like. So far it looks as though the Moto X's back will be made of Kevlar, a favoured material by Motorola in the latest Droid range.
When rumours of a customisable Moto X first hit, many believed Motorola would make the specs customisable like a desktop or laptop. That now doesn't sound likely, as the company will probably just offer aesthetic customisation.
A vivid green version of the Moto X also popped up at a Motorola party recently, thanks to a leaked image from Motorola's Guy Kawasaki.
Moto X camera
Update: The Moto X's front shooter is 2 megapixels with 1080p video resolution, while the back is 10 megapixels and offers autofocus, 1080p video and an LED flash.
Habitual leakster @evleaks claimed the Moto X would sport a 10-megapixel rear-facing shooter and 2-megapixel front-facing shooter. However, a more recent report has said - based on supposed benchmark tests - that the handset will boast a 10.5-megapixel camera on the back and 2.1-megapixel camera on the front.
Moto X features
Update: The Moto X features a lot of sensors, and they include a compass (magnetometer), proximity, ambient light, gyroscope and accelerometer.
Motorola CEO Dennis Woodside has said the Moto X is the first smartphone to be fully assembled in the US, and that it includes "contextually aware" sensors. For instance, it will know when a user is pulling it from a pocket. Users could also do things like flick their wrist to bring up the Moto X's camera. The sensor feature might also come with some awesome fitness apps and tools at launch.
Alongside the sensor and camera functionality, the Moto X could feature a camera control wheel similar to what's in Android 4.3. According to leaked interface snapshots, just a single tap on the Moto X display will purportedly allow the user to capture a picture. Holding a finger on the display will subsequently allow for multiple shots.
There has also been some buzz about an "always-on" listening mode, which recognises voice commands when a user says "OK Google Now". A leaked promotional video from Canadian wireless carrier Rogers even showed a user speaking to the Moto X to retrieve weather information from Google Now. The new Droid smartphones released earlier this week by Motorola had similar features - making it sound very likely for the Moto X.
Moto X Android software
Update: The Moto X ships with Android 4.2.2.
Many reports have said the Moto X will ship with a near stock version of Android 4.2.2 Jelly Bean. But Google unveiled Android 4.3 Jelly Bean on Wednesday. The company seemed to emphasise the software's performance improvements, restricted profiles feature, Bluetooth Smart support and new APIs for game developers. There has been no additional word on whether the Moto X will launch with the latest version of Android, so we'll definitely be waiting eagerly to see.
Moto X release date
Update: The Moto X will launch with five major US carriers in August and September.
Motorola confirmed it would hold an event for the Moto X on 1 August in New York City. Many reports have since claimed the Moto X would release for all major US carriers and in Canada on 23 August. Although that date isn't confirmed, Motorola CEO Dennis Woodside has previously said the Moto X would land before the end of October.
Moto X price
Update: The Moto X costs $199 on-contract, but unlocked versions will also become available. Prices for the unlocked versions are not yet available.
The most recent reports have claimed the Moto X will cost $299 {£195) off-contract for the 16GB model and $349 for the 32GB model.
Stay tuned
Pocket-lint is attending Motorola's 1 August media event, from where we'll report on all the announcements via our dedicated Moto X hub. Join us for the latest.
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Dell's Future Depends on Microsoft: McNamee
March 19 (Bloomberg) -- Elevation Partners' Roger McNamee discusses the outlook for Dell. He speaks with Emily Chang on Bloomberg Television's "Bloomberg West." (Source: Bloomberg)
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size: 3.24 MB
updated: 2014-07-26
tags: neural net, predictions, data classification, prediction, neural net software, neural network, financial forecasting, prediction software, neural network software, forecasting software, financial prediction, financial predictions
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NeuroXL Predictor is a neural network forecasting tool that quickly and accurately solves forecasting,classification and estimation problems in Microsoft Excel. It is designed from the ground-up to aid experts in solving real-world forecasting problems. Neural networks are a proven, widely used technology for such complex prediction problems. Loosely modeled after the human brain, neural networks are interconnected networks of independent processors that by changing their connections (known as training) learn the solution to a problem. NeuroXL Predictor interface is easy-to-use and does not require advanced knowledge of neural networks, and is integrated seamlessly with Microsoft Excel. The software brings increased precision and accuracy to a wide variety of tasks, including stock price prediction, sales forecasting, and sports score prediction. Five transmission functions are now available to choose: Threshold, Hyperbolic tangent, Zero-based log-sigmoid, Log-sigmoid and Bipolar sigmoid. Moreover, it is possible to save the trained network and then load it when necessary. NeuroXL Predictor is a powerful, easy-to-use and affordable solution for advanced estimation,classification and forecasting. By harnessing the latest advances in artificial intelligence and neural network technology, it delivers accurate and fast predictions for your business, financial, or sports forecasting tasks. Designed as an add-on to Microsoft Excel, it is easy to learn and use yet powerful enough for the most demanding professionals.
Homepage: NeuroXL Predictor
OS: WinXP, WinVista, Win7 x32, Win7 x64, Windows 8
Requirements: Microsoft Excel 2003 or higher
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text:
28 May 2013
29 May 2013 Last updated at 02:19 BST
India and the country's attitude towards women have been in the spotlight for some months, following a series of violent assaults.
But far from seeing themselves as potential victims, some Indian women are breaking into industries usually dominated by men.
As part of its series on India's Trailblazers, BBC News spoke to one woman, who works as a tuktuk driver in Delhi.


text:
One of the world's most notorious on-the-run drug lords was recaptured because he wanted to make a film about his life, it has been reported.
Joaquin Guzman, who is better known by the moniker 'El Chapo' was captured by Mexican authorities after a pre-dawn shoot-out and chase through the city of Los Mochis on Friday.
Attorney General Arely Gomez said that authorities were able to trace the fugitive because he wanted a film biopic to be made about his life and his "people" were communicating with actors and producers on his behalf.
It is not known which actors or producers were said to be involved in the talks.
Police say that after deducing his whereabouts, Mexican marines identified and entered El Chapo's safe house. He fled through the city's drainage system, before engaging in a car chase with the police; during which he was caught.
Police say that five of his accomplices were killed and six were arrested following the chase.
Guzman was reportedly then subsequently flown back to Mexico City, before being transferred by naval helicopter back to the Altiplano.
The drug lord has been found guilty of masterminding a sprawling enterprise of illegal drugs primarily brought into the United States, including cocaine, heroin and marijuana.
World news in pictures
World news in pictures
1/30 27 May 2016
An aerial picture shows firefighters spraying foam at the engine of a Korean Air Lines plane after smoke rose from it at Haneda airport in Tokyo, Japan
2/30 26 May 2016
A man walks his donkey and its load through flooded streets Beledweyne, north of Mogadishu. Hundreds of families have been forced out of their homes following flash floods in Beledweyne after torrential rains pounded the area in the last few days. The heavy rains led to the bursting of River Shabelle which caused massive floods in residential areas along the river
Getty Images
3/30 26 May 2016
A worker checks a mask of U.S. Republican presidential candidate Donald Trump at Jinhua Partytime Latex Art and Crafts Factory in Jinhua, China
4/30 26 May 2016
Estonia's olympic team female marathon runners triplets (L-R) Leila, Liina and Lily Luik pose for a picture after a training session in Tartu
5/30 25 May 2016
Lightning from a severe storm fills the sky behind a grain elevator in Bellevue, Kansas
6/30 25 May 2016
Riot police stand guard behind a fire as refinery workers hold a blockade of the oil depot of Douchy-Les-Mines to protest against the government's proposed labour reforms
7/30 25 May 2016
Vehicles are stuck in a sinkhole near Ponte Vecchio. A sinkhole measuring about 200 meters long and seven meters wide opened up in central Florence
8/30 24 May 2016
Protesters picket outside the event site before Republican U.S. presidential candidate Donald Trump begins a rally with supporters in Albuquerque, New Mexico
9/30 24 May 2016
An Indian policeman uses a baton to disperse demonstrators during a protest by government employees demanding their long pending arrears and a regularisation of their temporary jobs, according to protesters, in Srinagar
10/30 23 May 2016
Confiscated rare and protected wildlife products such as these stuffed Sumatran tiger skins are burned and destroyed during a ceremony by government forestry and wildlife officials in Banda Aceh, Indonesia
11/30 23 May 2016
A woman leads a school pupil away from tear gas and a burning barricade in Kibera slum, during a demonstration of opposition supporters protesting for a change of leadership ahead of a vote due next years in Nairobi
Getty Images
12/30 23 May 2016
A crane destroys over one million pirated music, movie and software CDs and DVDs in a campaign against piracy organised by the government in Algiers, Algeria
13/30 23 May 2016
Shi'ite fighters forces launch a rocket towards Islamic State militants on the outskirts Falluja, Iraq
14/30 22 May 2016
Yemenis take part in celebrations marking the 26th anniversary of Yemen's 1990 reunification in the capital Sanaa
Getty Images
15/30 22 May 2016
Indonesian soldiers carry resident's belongings as they aid in evacuation efforts from a village impacted by the Mount Sinabung eruption at Gamber Village in North Sumatra. At least six people were killed and two others were seriously wounded after the Mount Sinabung volcano in North Sumatra province of western Indonesia erupted
16/30 21 May 2016
Demonstrators clash with riot police in the surroundings of the Congress in Valparaiso, while Chilean President Michelle Bachelet delivers her annual message to the nation
Getty Images
17/30 21 May 2016
The Egyptian military spokesman released pictures of debris that the search teams found in the sea after the EgyptAir Airbus A320 crashed in the Mediterranean
Getty Images
18/30 21 May 2016
Sri Lankan flood victims push a trishaw through floodwaters in the Kolonnawa suburb of Colombo
Getty Images
19/30 20 May 2016
A protester write on the facade of the Ministry of Justice building with color spray during an anti-government protest in Skopje, in a series of protests dubbed Colourful Revolution. Crisis-hit Macedonia postponed elections due next month, after the European Union called on Skopje to delay the polls to ensure they could take place freely and fairly
Getty Images
20/30 20 May 2016
Members of the Ukrainian national guard "Azov" regiment and activists of the Azov civil corp take part in a protest against local elections in pro-Russian rebel-held areas of eastern Ukraine under the Minsk peace agreement, in Kiev
21/30 19 May 2016
Families of passengers who were flying in an EgyptAir plane that vanished from radar en route from Paris to Cairo react as they wait outside a services hall at Cairo airport
Getty Images
22/30 18 May 2016
A man clashes with policemen during a protest against new emergency powers decreed this week by President Nicolas Maduro in Caracas. Public outrage was expected to spill onto the streets of Venezuela, with planned nationwide protests marking a new low point in Maduro's unpopular rule
Getty Images
23/30 18 May 2016
A police car explodes after being set on fire during an unauthorized counter-demonstration against police violence in Paris, as Police across France demonstrate today against the "anti-cop hatred" they say they have endured during a wave of anti-government protests since early March
Getty Images
24/30 18 May 2016
Sri Lankan military personnel take part in relief and rescue efforts following a landslide in the village of Bulathkohupitiya. Rescue workers recovered the bodies of 17 villagers buried in landslides in Sri Lanka after three days of torrential rain. The disaster hit two small villages in Kegalle, a mountainous area northeast of Colombo, and takes the overall death toll from flooding and landslides in recent days to 36
Getty Images
25/30 18 May 2016
A protester against visiting Zhang Dejiang, the chairman of China's National People's Congress, confronts police in Hong Kong
26/30 18 May 2016
Chicks dyed to draw attention are offered for sale at a small poultry market in Jakarta, Indonesia
27/30 17 May 2016
A man throws a fire extingusher at Parliamentary security behind a closed door after members of Julius Malema's Economic Freedom Fighters (EFF) were evicted from Parliament during President Jacob Zuma's question and answer session in Cape Town, South Africa
28/30 17 May 2016
Supporters of Federal Alliance, a coalition of Madhes-based parties and other ethnic political parties and organizations, protest against the constitution near the Prime Minister's official residence in Kathmandu, Nepal
29/30 17 May 2016
Members of a Sri Lankan Army rescue team carry a woman to safety through floodwaters in the suburb of Kaduwela in capital Colombo. Emergency workers in Sri Lanka found the bodies of a woman and two children killed in a landslide, taking the toll from two days of heavy rain to 11, with thousands more forced to flee their homes
Getty Images
30/30 16 May 2016
Protesters light flares and wave flags marching through a street, during an anti-government protest in Skopje, in series of protests dubbed "Colorful Revolution". Macedonia has been politically gridlocked for two years but the crisis rose a notch on 12 April when President Gjorge Ivanov halted a probe into more than 50 public figures suspected of involvement in corruption and a wire-tapping scandal. The move triggered street protests against Ivanov and the ruling party's leader, Nikola Gruevski. Fresh demonstrations drew several thousand, mostly young people who demanded Ivanov resignation
Getty Images
He first escaped prison in 2001 after bribing prison officials, before being recaptured in 2014. He disappeared again last July, after tunnelling a route through the shower wall of his prison cell. The tunnel was over a mile long, complete with lights, rails and installed with a motorbike.
Misión cumplida: lo tenemos. Quiero informar a los mexicanos que Joaquín Guzmán Loera ha sido detenido.
— Enrique Peña Nieto (@EPN) January 8, 2016
El Chapo's daring escapes have been seen by many as a source of embarrassment for the Mexican political and legal systems and a sign that the country's officials were easily bribed and manipulated to criminal end.
President Enrique Pena Nieto has previously spoken of his commitment to return him behind bars. Following his arrest on Friday, the politician tweeted: "Mission accomplished: we have him".
With additional reporting by Reuters


text:
What does USAIGC stand for?
USAIGC stands for United States Association of Independent Gymnastic Clubs, Inc.
This definition appears very rarely and is found in the following Acronym Finder categories:
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- United States Army Interagency Communications Agency
- US Army Intelligence Center of Excellence (US Army)
- United States Army Intelligence Center & School
- Agencia de los Estados Unidos para el Desarrollo Internacional (Spanish)
- United States Agency for International Development
- United States Agency for International Development/Office of Foreign Disaster Assistance
- United States Army Institute of Dental Research
- United States Aircraft Insurance Group (various locations)
- United States Aviation Insurance Group (aviation insurance association)
- United States Army Inspector General Agency
- United States Army Insignia Home Page (website)
- United States Army Imagery Interpretation Agency
- US Army Imagery and Intelligence Command
- Unix System Administration Independent Learning
- United States Army International Logistics Command
- United States Army International Logistics Group
- United States Association for International Migration (Washington, DC)
- University of Seychelles - American Institute of Medicine (Fort Wayne, IN)
- United States Army Institute for Military Assistance
- United States Army Inventory Management Center


text:
Star Tracks
The R&B diva parties with herself at Madame Tussaud's. Plus: Mary-Kate Olsen, Toby Keith and more
Credit: Alex Oliveira/startraks
Updated: Friday May 28, 2004 | 06:00 AM EDT
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text:
Columbus Crew will look to bounce back from their first loss of the MLS season, when they travel to the San Jose Earthquakes on Sunday.
Crew were humbled 2-0 at home to Toronto last week, but remain top of the Eastern Conference on goal difference from their conquerors, with both on nine points.
Earthquakes sit bottom of the Western Conference, with just one point from three matches.
Although Crew will need to snap a six-match winless run in games against San Jose, with the two sides drawing five of those.
On Saturday, Toronto host the Colorado Rapids at BMO Field.
Six of the past seven contests between the two sides have gone the way of the home side, with Toronto beating the Rapids in all six of their meetings in Canada.
Western Conference leaders Dallas welcome the Seattle Sounders to Texas.
Dallas are four points clear at the top of the table, while the Sounders are riding high after stealing a point from their road trip to Portland Timbers last week as Clint Dempsey's late hat-trick saw them pick up a 4-4 draw.
Real Salt Lake are the only unbeaten side in the league, Dallas aside, and can continue their impressive campaign on the road at Philadelphia Union.
Philadelphia are unbeaten in their past two, but conceded goals in the final 10 minutes in each match to give up maximum points.
Salt Lake came out of their MLS Cup final replay unscathed in a 0-0 draw with Sporting Kansas City, and can stretch their run of minutes without concession beyond 235.
Eastern Conference cellar-dwellers the Montreal Impact can build on back-to-back unbeaten matches when they host the Chicago Fire.
The Impact have two draws to their name after three losses to open the season, while Fire have endured four consecutive stalemates.
The Houston Dynamo will be hungry to snap a two-match losing run, when they travel to the New England Revolution.
DC United enjoyed their first win of the season last weekend, and will look to make it two in a row when they host New York Red Bulls, who have drawn their past four.
The two worst defences in MLS this season, Portland and Chivas USA go head-to-head having both shipped 10 goals in five games.
Los Angeles Galaxy welcome the Vancouver Whitecaps to California.
|J. Busch
|J. Stewart
|C. Goodson
|V. Bernárdez
|S. Salinas
|J. Pierazzi
|B. Barklage
|S. Cronin
|C. Cato
|C. Wondolowski
|A. Gordon
|Coach: M. Watson
|S. Clark
|M. Parkhurst
|G. González
|J. Williams
|W. Francis
|F. Higuaín
|T. Tchani
|H. Jiménez
|W. Trapp
|D. Oduro
|B. Añor
|Coach: G. Berhalter
for C. Cato 46'
for B. Barklage 53'
for J. Williams 75'
for B. Añor 83'
for D. Oduro 87'
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