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The strength of weak learnability
- Machine Learning
, 1990
"... Abstract. This paper addresses the problem of improving the accuracy of an hypothesis output by a learning algorithm in the distribution-free (PAC) learning model. A concept class is learnable (or strongly learnable) if, given access to a Source of examples of the unknown concept, the learner with h ..."
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Cited by 861 (24 self)
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with high probability is able to output an hypothesis that is correct on all but an arbitrarily small fraction of the instances. The concept class is weakly learnable if the learner can produce an hypothesis that performs only slightly better than random guessing. In this paper, it is shown that these two
DEFINITION OF HIGH-STRENGTH CONCRETE
"... The latest edition of ACI 318 Building Code Requirements for Structural Concrete contains several provisions related specifically to high-strength concrete, that partly reflect insufficient knowledge concerning the shear (diagonal tension) strength of concrete and the bond between reinforcing steel ..."
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The latest edition of ACI 318 Building Code Requirements for Structural Concrete contains several provisions related specifically to high-strength concrete, that partly reflect insufficient knowledge concerning the shear (diagonal tension) strength of concrete and the bond between reinforcing steel
A High-Throughput Path Metric for Multi-Hop Wireless Routing
, 2003
"... This paper presents the expected transmission count metric (ETX), which finds high-throughput paths on multi-hop wireless networks. ETX minimizes the expected total number of packet transmissions (including retransmissions) required to successfully deliver a packet to the ultimate destination. The E ..."
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Cited by 1078 (5 self)
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This paper presents the expected transmission count metric (ETX), which finds high-throughput paths on multi-hop wireless networks. ETX minimizes the expected total number of packet transmissions (including retransmissions) required to successfully deliver a packet to the ultimate destination
KLEE: Unassisted and Automatic Generation of High-Coverage Tests for Complex Systems Programs
"... We present a new symbolic execution tool, KLEE, capable of automatically generating tests that achieve high coverage on a diverse set of complex and environmentally-intensive programs. We used KLEE to thoroughly check all 89 stand-alone programs in the GNU COREUTILS utility suite, which form the cor ..."
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Cited by 541 (14 self)
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We present a new symbolic execution tool, KLEE, capable of automatically generating tests that achieve high coverage on a diverse set of complex and environmentally-intensive programs. We used KLEE to thoroughly check all 89 stand-alone programs in the GNU COREUTILS utility suite, which form
High confidence visual recognition of persons by a test of statistical independence
- IEEE Trans. on Pattern Analysis and Machine Intelligence
, 1993
"... Abstruct- A method for rapid visual recognition of personal identity is described, based on the failure of a statistical test of independence. The most unique phenotypic feature visible in a person’s face is the detailed texture of each eye’s iris: An estimate of its statistical complexity in a samp ..."
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Cited by 596 (8 self)
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Abstruct- A method for rapid visual recognition of personal identity is described, based on the failure of a statistical test of independence. The most unique phenotypic feature visible in a person’s face is the detailed texture of each eye’s iris: An estimate of its statistical complexity in a sample of the human population reveals variation corresponding to several hundred independent degrees-of-freedom. Morphogenetic randomness in the texture expressed phenotypically in the iris trabecular meshwork ensures that a test of statistical independence on two coded patterns originating from different eyes is passed almost certainly, whereas the same test is failed almost certainly when the compared codes originate from the same eye. The visible texture of a person’s iris in a real-time video image is encoded into a compact sequence of multi-scale quadrature 2-D Gabor wavelet coefficients, whose most-significant bits comprise a 256-byte “iris code. ” Statistical decision theory generates identification decisions from Exclusive-OR comparisons of complete iris codes at the rate of 4000 per second, including calculation of decision confidence levels. The distributions observed empirically in such comparisons imply a theoretical “cross-over ” error rate of one in 131000 when a decision criterion is adopted that would equalize the false accept and false reject error rates. In the typical recognition case, given the mean observed degree of iris code agreement, the decision confidence levels correspond formally to a conditional false accept probability of one in about lo”’. Index Terms- Image analysis, statistical pattern recognition, biometric identification, statistical decision theory, 2-D Gabor filters, wavelets, texture analysis, morphogenesis. I.
Carbonation of High Strength Concrete
"... Abstract. High strength concrete consisting of binary and ternary blended cementitious systems based on ordinary Portland cement, pulverised fuel ash and silica fume were investigated for carbonation. PFA up to 40 % was used and to these blends 0, 5, 10, and 15 % SF was incorporated as partial cemen ..."
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Abstract. High strength concrete consisting of binary and ternary blended cementitious systems based on ordinary Portland cement, pulverised fuel ash and silica fume were investigated for carbonation. PFA up to 40 % was used and to these blends 0, 5, 10, and 15 % SF was incorporated as partial
Tight regulation, modulation, and high-level expression by vectors containing the arabinose PBAD promoter
- J
, 1995
"... PBAD promoter. arabinoseexpression by vectors containing the Tight regulation, modulation, and high-level ..."
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Cited by 858 (14 self)
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PBAD promoter. arabinoseexpression by vectors containing the Tight regulation, modulation, and high-level
Significant Features of High-Strength Steel
"... Optimal combinations of microstructure and mechanical properties are identified for high-strength steel submerged arc weld metal ..."
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Optimal combinations of microstructure and mechanical properties are identified for high-strength steel submerged arc weld metal
MATERIAL ASPECTS FOR HIGH-STRENGTH HIGH PERFORMANCE CONCRETE
, 2009
"... Material aspects for high-strength high performance concrete ..."
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