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Unlike inductive methods, PROLOG-EBG produces justified general hypotheses by using prior knowledge to analyze individual examples The explanation of how the example satisfies the target concept determines which example attributes are relevant: those mentioned by the explanation The further analysis of the explanation, regressing the target concept to determine its weakest preimage with respect to the explanation, allows deriving more general constraints on the values of the relevant features Each learned Horn clause corresponds to a sufficient condition for satisfying the target concept The set of learned Horn clauses covers the positive training examples encountered by the learner, as well as other instances that share the same explanations The generality of the learned Horn clauses will depend on the formulation of the domain theory and on the sequence in which training examples are considered PROLOG-EBG implicitly assumes that the domain theory is correct and complete If the domain theory is incorrect or incomplete, the resulting learned concept may also be incorrect

Up to this point, sound recording had been monophonic, meaning it was recorded as a single-point source The first patent on stereo sound was issued in 1931, but commercial stereophonic tape systems were not developed until 1956, with stereo phonographs following in 1958 These systems added a spatial component to the sound by storing a second channel, giving the reproduction a much greater sense of realism Stereo technology debuted to an apathetic reception; many people felt that the slight improvement was not worth the added complexity, and some claimed that stereo recording would never be practical for mainstream applications This was soon proven shortsighted as engineers became accustomed to the new technology and artists began to take advantage of it The natural step beyond stereo was four-channel audio Quadraphonic systems appeared in early 1970, but technical problems were compounded by three incompatible standards that confused and divided the marketplace and doomed the entire movement to quick extinction Audiocassettes using 1/8-inch tape were introduced by Philips in 1963, originally as a business dictation device that subsequently became popular for music Prerecorded tapes were released in 1966 and steadily encroached on the sales of LPs Eight-track (and less-successful four-track) audiotapes emerged in 1965 to enjoy a brief spurt of success mainly in automobile sound systems Dolby noise reduction appeared in 1969 and did much to reduce the problem of tape hiss The theories and techniques behind noise reduction were refined steadily and today are the basis of the Dolby Digital surround-sound system used by DVD Sony attempted to launch Elcaset, a high-fidelity 1/4-inch audio cassette, in 1977, but quality was not improved sufficiently to displace the established cassette format, which became firmly entrenched after the introduction of the Sony Walkman in 1979 By 1982, music sales on cassette surpassed vinyl An attempt was again made to create a four-channel system; this time for cassette tapes However, no one was able to agree on a standard, and the benefits did not seem to outweigh the technical complexity of extending the existing cassette format Philips again led the development of consumer electronics technology when it partnered with Sony to introduce Compact Disc Digital Audio (CD) in 1982 Digital audio recording is based on sampling, that is, converting electrical signal levels measured over 44,000 times per second into discrete numbers represented by binary digits of zero and one that are stored as pulses This pulse-code modulation (PCM) technology was invented in 1937 and was applied to communications theory by C E Shannon in 1949 The.

#import "EncodingAppDelegateh" #import "EncodingViewControllerh" #import "Fooh" @implementation EncodingAppDelegate @synthesize window; @synthesize viewController; @synthesize myFoo; - (void)applicationDidFinishLaunching:(UIApplication *)application { NSString *pathToFile = [[NSSearchPathForDirectoriesInDomains( NSDocumentDirectory, NSUserDomainMask,YES) objectAtIndex:0] stringByAppendingPathComponent:@"fooarchive"]; NSLog(pathToFile); NSData * theData =[NSData dataWithContentsOfFile:pathToFile]; if([theData length] > 0) { NSKeyedUnarchiver * archiver = [[[NSKeyedUnarchiver alloc] initForReadingWithData:theData] autorelease]; myFoo = [archiver decodeObjectForKey:@"myfoo"]; [archiver finishDecoding]; NSLog(@"nth run - name: %@ age: %i", myFooname, [myFooage intValue]); } else { NSLog(@"first run: no name or age"); myFoo =[[Foo alloc] init]; myFooname = @"James"; myFooage = [NSNumber numberWithInt:40]; } [window addSubview:viewControllerview]; [window makeKeyAndVisible]; } - (void) applicationWillTerminate: (UIApplication *) application { NSString *pathToFile = [[NSSearchPathForDirectoriesInDomains(

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There are several related perspectives on explanation-based learning that help to understand its capabilities and limitations