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A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection
Cancer prediction in the early stage is a topic of major interest in medicine since it allows accurate and efficient actions for successful medical...
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Biomarker detection using corrected degree of domesticity in hybrid social network feature selection for improving classifier performance
BackgroundDimension reduction, especially feature selection, is an important step in improving classification performance for high-dimensional data....
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Effective hybrid feature selection using different bootstrap enhances cancers classification performance
BackgroundMachine learning can be used to predict the different onset of human cancers. Highly dimensional data have enormous, complicated problems....
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Genomic prediction in hybrid breeding: II. Reciprocal recurrent genomic selection with full-sib and half-sib families
Key messageGenomic prediction of GCA effects based on model training with full-sib rather than half-sib families yields higher short- and long-term...
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A two-stage hybrid biomarker selection method based on ensemble filter and binary differential evolution incorporating binary African vultures optimization
BackgroundIn the field of genomics and personalized medicine, it is a key issue to find biomarkers directly related to the diagnosis of specific...
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Selection of eucalyptus hybrid clones planted in Brazil for growth and wood quality
This study was conducted to assess clones of hybrids eucalyptus to quantify the genetic gain from growth and wood quality selection traits. The...
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Measurement of response to selection in silkworm commercial hybrids against individual selection of parental lines
Six parental pure lines of Iran silkworm were recorded individually, with forty males and forty females in each of these six parental lines acting as...
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Improving hybrid rice breeding programs via stochastic simulations: number of parents, number of hybrids, tester update, and genomic prediction of hybrid performance
Key messageSchemes that use genomic prediction outperform others, updating testers increases hybrid genetic gain, and larger population sizes tend to...
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Simulation-based establishment of base pools for a hybrid breeding program in winter rapeseed
Key messageSimulation planned pre-breeding can increase the efficiency of starting a hybrid breeding program.
AbstractStarting a hybrid breeding...
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LPI-HyADBS: a hybrid framework for lncRNA-protein interaction prediction integrating feature selection and classification
BackgroundLong noncoding RNAs (lncRNAs) have dense linkages with a plethora of important cellular activities. lncRNAs exert functions by linking with...
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Selection and Validation of 48 KASP Markers for Variety Identification and Breeding Guidance in Conventional and Hybrid Rice (Oryza sativa L.)
BackgroundBreeding of conventional and hybrid rice ( Oryza sativa L.) have solved hunger problems and increased farmers' income in the world....
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A genomic analysis of the University of Nebraska Replicated Recurrent Selection program
The inbred-hybrid system of maize breeding closely resembles a reciprocal full-sib (RFS) selection program. Studying changes in genetic variation as...
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Early selection of carrot somatic hybrids: a promising tool for species with high regenerative ability
BackgroundSince its discovery, somatic hybridization has been used to overcome the sexual barriers between cultivated and wild species. A combination...
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Growth ranking of hybrid aspen genotypes and its linkage to leaf gas exchange
BackgroundAfforestation of non-forestland is a new measure by the European Union to enhance climate mitigation and biodiversity. Hybrid aspen ( Populu...
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Prospects of Marker-Assisted Recurrent Selection: Current Insights and Future Implications
The long-term goal of a breeder is to increase genetic variation by bringing desirable genes from natural populations into the breeding population....
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High-Throughput IgG Reformatting and Expression Using Hybrid Secretion Signals and InTag Positive Selection Technology
We have previously published protocols for high-throughput IgG reformatting and expression, that enable rapid reformatting of phage-displayed...
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Mechanism of hybrid seed production in cucurbitaceous vegetables
Cucurbits constitute the largest group of fruit vegetables, are widely distributed, and are consumed for dessert as well as vegetable purposes in...
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Male sterility systems and their applications in hybrid wheat breeding
To ensure food security for ~ 10 billion human population in 2050 a sustainable increase in food production is indispensable. Wheat is the third most...
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Protein–Protein Interactions: Yeast Two Hybrid
The yeast two-hybridYeast two-hybrid (Y2H) systemTwo-hybrid system is a powerful and commonly used genetic tool to investigate the interaction...
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Strange Tunes—Acoustic Variation and Character Displacement in a Tarsier Hybrid Zone
Natural hybridization provides valuable insights into evolutionary processes, such as speciation and the forces driving or hindering it. Sulawesi...
