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Parallelization of Backpropagation Algorithm and Benchmarking

Parallelization of Backpropagation Algorithm and Benchmarking

... The gradient is fed to the optimization method which updates the weights to minimize the loss function. Back propagation output for each input value in order to gradient (https://mattmazur.com/ step ...

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Software Recommendation using Frequent Pattern Growth Algorithm and Web Usage Mining

Software Recommendation using Frequent Pattern Growth Algorithm and Web Usage Mining

... popular areas where recommendation implemented movies, music, news, books, research articles, search queries, various software recommending field, social tags, and products in general (Bell To achieve the efficient ...

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Edge Enhanced Fuzzy C Means Algorithm for Hippocampus Segmentation and Abnormality Identification

Edge Enhanced Fuzzy C Means Algorithm for Hippocampus Segmentation and Abnormality Identification

... an algorithm towards clasification of clinical images, much care must must be taken to avoid any ...linear algorithm [20] can be used for this ...proposed algorithm is in terms of Jaccard ...

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Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems   Pages 19-34
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Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems Pages 19-34 Download PDF

... Jaya algorithm for each benchmark function by employing appropriate population sizes while maintaining the function evaluations of 240000 are included in the last column of Table ...Jaya algorithm are ...

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Access Control and Encryption of Sensitive Data Using  i-Se4GE Algorithm

Access Control and Encryption of Sensitive Data Using i-Se4GE Algorithm

... Encryption, itself doesn’t prevent interception, but denies the message content to the interceptor. For technical reasons, an encryption scheme usually uses a pseudo-random encryption key generated by an ...

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Enhancing the performance of migration process using aco algorithm and rsa encryption over cloud environment

Enhancing the performance of migration process using aco algorithm and rsa encryption over cloud environment

... This algorithm is founded on the difficulty of factorizing large numbers that have 2 and only 2 factors (Prime ...RSA algorithm a very popular best in data ...

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A new ensemble algorithm of differential evolution and backtracking search optimization algorithm with adaptive control parameter for function optimization   Pages 323-338
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A new ensemble algorithm of differential evolution and backtracking search optimization algorithm with adaptive control parameter for function optimization Pages 323-338 Download PDF

... evolutionary algorithm which is based on the Darwin theory of ...this algorithm is that it not only uses a few control variables, but also performs well in ...

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A Fast Algorithm for Reconstructing and Flattening Digitised Surfaces

A Fast Algorithm for Reconstructing and Flattening Digitised Surfaces

... surface-flattening algorithm is needed. In this article a new fast algorithm for surface reconstruction and surface flattening, based on a divide-and-conquer strategy, is ...

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Bayesian regression algorithm and its modification with application to public health data

Bayesian regression algorithm and its modification with application to public health data

... an algorithm and illustrated the procedure of modeling by using modified Bayesian linear regression through SAS ...the algorithm and also provide the researcher with an alternative programming that suitable ...

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An algorithm for identification and classification of individuals with type 1 and type 2 diabetes mellitus in a large primary care database

An algorithm for identification and classification of individuals with type 1 and type 2 diabetes mellitus in a large primary care database

... two-step algorithm. The first algorithm step identified individuals with potential T1DM or T2DM based on diagnostic records, treatment, and clinical test ...classification algorithm through ...

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Synthesis of Truss Structure Designs by NSGA-II and NodeSort Algorithm

Synthesis of Truss Structure Designs by NSGA-II and NodeSort Algorithm

... NodeSort algorithm starts with all of the nodes being sorted ascending based on their x ...the algorithm will search for possible ways to define truss elements between the considered node i and all of the ...

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Text Localization and Extraction From Still Images Using Fast Bounding Box Algorithm

Text Localization and Extraction From Still Images Using Fast Bounding Box Algorithm

... Digital image processing is rapidly expanding its root in very field and is an important emerging research area. It is developing gradually with the growing applications in Information Technology and computer science ...

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Optimal shunt capacitor allocation and sizing using harmony search algorithm for power loss minimization in radial distribution networks

Optimal shunt capacitor allocation and sizing using harmony search algorithm for power loss minimization in radial distribution networks

... achieve the significant reduction in power loss along with the benefits such as improvement in bus voltage magnitude and voltage stability index of the proposed test systems. The convergence ability of the HSA towards ...

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Algorithm to detect nitrogen foliar deficiency in bean crops applying digital image processing and data mining

Algorithm to detect nitrogen foliar deficiency in bean crops applying digital image processing and data mining

... tree-based algorithm for the definition of a correct Nitrogen dosage to be applied by means of cover fertilization at focal points of the beans Vigna unguiculata ...

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Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients

Creating and validating a warfarin pharmacogenetic dosing algorithm for Colombian patients

... in favor of the clinical utility of incorporating population- specific genetic variants to those of warfarin dosing prediction. Although the CYP4F2*3 variant has been show to contribute to warfarin dose variability, our ...

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Design and Implementation of Pipelined Floating Point Multiplier using Wallace Algorithm

Design and Implementation of Pipelined Floating Point Multiplier using Wallace Algorithm

... Decimal multiplication plays a vital role in most of commercial applications. Several improvements are introduced to the design a last carry propogation adder will be implemented. A representation of floating point ...

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Encryption and Decryption Using Genetic
Algorithm Operations and Pseudorandom Number

Encryption and Decryption Using Genetic Algorithm Operations and Pseudorandom Number

... The algorithm is tested and results are reported, we have used multiplicative congruential generator method for the generation of pseudorandom ...same algorithm we can apply for media files like images and ...

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Design of Hybrid Algorithm for Fast and Efficient Image Vector Detection and Recognition

Design of Hybrid Algorithm for Fast and Efficient Image Vector Detection and Recognition

... But none of the algorithms have truly accomplished total immunity to these parameters. Researchers in this area are trying to incorporate to the existing algorithms the necessary tools to achieve complete invariance to ...

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Modified Fuzzy C-Means Algorithm and its Application

Modified Fuzzy C-Means Algorithm and its Application

... for using digital phantoms rather than real image including in prior knowledge of the true tissue types and control over image parameters such as mean intensity values, noise and intensity inhomogeneities. We also ...

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Analysis of Software Performance Enhancement and Development of Algorithm

Analysis of Software Performance Enhancement and Development of Algorithm

... an algorithm is developed for its enhancement. The developed algorithm will increase the performance of the enterprise ...developed algorithm and the proximity of the performance of the enterprises ...

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