Using genetic programming
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The Air Quality Index (AQI) is a tool used to measure the impact of air pollution on health over time. We present a new way for using GP to evolve models for AQI forecasting in this work GP can evolve more accurate AQI forecasting models than other standard machine learning algorithms, according to experimental results using datasets obtained from various stations across multiple cities in India.
11p viambani 18-06-2024 1 1 Download
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This research aims to research an effective way to exploit reading materials, which can be achieved by using authentic materials as supplementary tools for the course book of the ESP program for Information Technology students at the Genetic Centre-Hanoi University of Science and Technology.
12p viamancio 04-06-2024 1 1 Download
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Personalized care of cancer patients undergoing treatment with immune checkpoint inhibitors will require approaches that can predict their susceptibility to immune-related adverse events. Understanding the role of germline genetic factors in determining individual responses to immunotherapy will deepen our understanding of immune toxicity and, importantly, it may lead to tools for identifying patients who are at risk.
3p vibransone 28-03-2024 4 1 Download
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Ebook "Microbial stress tolerance for biofuels: Systems biology" provides an overview of methods for studying microbial stress tolerance for biofuels applications using a systems biology approach. Topics covered range from mechanisms to methodology for yeast and bacteria, including the genomics of yeast tolerance and detoxification; genetics and regulation of glycogen and trehalose metabolism; programmed cell death; high gravity fermentations;...
311p tachieuhoa 28-01-2024 4 2 Download
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This volume constitutes a report on the principal elements and important applications of soft computing as reported from some of the active members of this community. In its chapters, the book gives a prime introduction to soft computing with its principal components of fuzzy logic, neural networks, genetic algorithms, and genetic programming with some textbook-type problems given. There are also many industrial and development efforts in the applications of intelligent systems through soft computing given to guide the interested readers on their research interest track.
493p haojiubujain08 01-11-2023 3 2 Download
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Ebook "Genetic programming theory and practice II" includes content: Genetic programming - theory and practice, discovering financial technical trading rules using genetic programming with lambda abstraction, using genetic programming in industrial statistical model building, considering the roles of structure in problem solving by computer, lessons learned using genetic programming in a stock picking context,... and other contents.
337p haojiubujain07 20-09-2023 4 4 Download
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Part 1 book "Advances in breeding of dairy cattle" includes content: Genetic and phenotypic improvements in temperate dairy systems, assessing inbreeding and genetic diversity in the holstein breed using pedigree and genomic approaches, genetic diversity in dairy cattle - variation within and between breeds, the use of genomic information to improve selection response while controlling inbreeding in dairy cattle breeding programs.... and other contents.
315p oursky04 14-09-2023 5 3 Download
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In this study, bioinformatics is applied to genetic testing for BC diagnosis; namely the R programming language combined with the bioinformatics toolkit was used to analyze gene expression levels between normal and tumor tissues in three gene expression profiles (GSE29431, GSE42568, GSE21422).
14p vimulcahy 18-09-2023 3 2 Download
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This paper presents a genetic programming-based machine learning method for determining the effective length of a braced frame column using data from numerical analysis. From there, a the formula is convenient in practice with high accuracy is proposed.
5p vifalcon 16-05-2023 3 3 Download
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Genomic selection (GS) uses genome-wide markers as an attempt to accelerate genetic gain in breeding programs of both animals and plants. This approach is particularly useful for perennial crops such as oil palm, which have long breeding cycles, and for which the optimal method for GS is still under debate.
9p vinarcissa 21-03-2023 3 1 Download
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Salinity has a significant impact on rice production in coastal, arid and semi-arid areas in many countries, including countries growing temperate rice, such as Kazakhstan. Salinity tolerant temperate japonica rice accessions were identified in this study, these accessions are important resources for breeding programs. SNPs located in the promising QTLs and candidate genes could be used for future gene validation and marker assisted selection.
11p vinarcissa 21-03-2023 2 1 Download
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Artificial insemination is widely used in many cattle breeding programs. Semen samples of breeding bulls are collected and closely examined immediately after collection at artificial insemination centers. Only ejaculates without anomalous findings are retained for artificial insemination.
9p vinarcissa 21-03-2023 2 1 Download
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Pears (Pyrus spp.) are one of the most important fruit crops in temperate regions. Japanese pear breeding has been carried out for over 100 years, working to release new cultivars that have good fruit quality and other desirable traits. Local cultivar ‘Nijisseiki’ and its relatives, which have excellent fruit texture, have been repeatedly used as parents in the breeding program. This strategy has led to inbreeding within recent cultivars and selections.
12p vinarcissa 21-03-2023 2 1 Download
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Female fertility is an important trait in cattle breeding programs. In the Nordic countries selection is based on a fertility index (FTI). The fertility index is a weighted combination of four female fertility traits estimated breeding values for number of inseminations per conception (AIS), 56-day non-return rate (NRR), number of days from first to last insemination (IFL), and number of days between calving and first insemination (ICF).
9p vinarcissa 21-03-2023 6 1 Download
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The efficiency of breeding programs partly relies on the accuracy of the estimated breeding values which decreases when pedigrees are incomplete. Two reproduction techniques are mainly used by sheep breeders to identify the sires of lambs: animal insemination and natural matings with a single ram per group of ewes.
11p vinarcissa 21-03-2023 1 1 Download
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Understanding the relationship between genetic admixture and performances is crucial for the success of crossbreeding programs. Use of small sets of ancestry informative markers (AIMs) is a cost effective option to estimate the levels of admixture in situations where pedigree recording is difficult.
14p vinarcissa 21-03-2023 4 1 Download
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Investments in genetic selection have played a major role in the New Zealand sheep industry competitiveness. Selection may erode genetic diversity, which is a crucial factor for the success of breeding programs.
19p vinarcissa 21-03-2023 3 1 Download
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The use of multiple genetic backgrounds across years is appealing for genomic prediction (GP) because past years’ data provide valuable information on marker effects. Nonetheless, single-year GP models are less complex and computationally less demanding than multi-year GP models.
17p vinarcissa 21-03-2023 7 1 Download
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Anastrepha ludens is among the pests that have a major impact on México’s economy because it attacks fruits as citrus and mangoes. The Mexican Federal government uses integrated pest management to control A. ludens through the Programa Nacional Moscas de la Fruta [National Fruit Fly Program, SAGARPASENASICA].
11p vinarcissa 21-03-2023 3 1 Download
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The Australian sheep blowfly Lucilia cuprina (Wiedemann) is a major pest of sheep in Australia and New Zealand. From the 1960s to the 1980s there was a major effort to develop “field female killing” or FFK strains of L. cuprina that could be used for a cost-effective genetic control program. The FFK strains carried eye color mutations that were lethal to females in the field but not under conditions in the mass rearing facility.
7p vinarcissa 21-03-2023 3 1 Download