Search Results - "Jubair, Sheikh"
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Crop genomic selection with deep learning and environmental data: A survey
Published in Frontiers in artificial intelligence (10-01-2023)“…Machine learning techniques for crop genomic selections, especially for single-environment plants, are well-developed. These machine learning models, which use…”
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Journal Article -
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XGSleeve: detecting sleeve incidents in well completion by using XGBoost classifier
Published in Frontiers in artificial intelligence (13-09-2023)“…The sliding sleeve holds a pivotal role in regulating fluid flow during hydraulic fracturing within shale oil extraction processes. However, concerns persist…”
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Journal Article -
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GxENet: Novel fully connected neural network based approaches to incorporate GxE for predicting wheat yield
Published in Artificial intelligence in agriculture (01-06-2023)“…The expression of quantitative traits of a line of a crop depends on its genetics, the environment where it is sown and the interaction between the genetic…”
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Journal Article -
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GPTransformer: A Transformer-Based Deep Learning Method for Predicting Fusarium Related Traits in Barley
Published in Frontiers in plant science (16-12-2021)“…Fusarium head blight (FHB) incited by Schwabe is a devastating disease of barley and other cereal crops worldwide. Fusarium head blight is associated with…”
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Journal Article -
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Artificial intelligence and machine learning applications for cultured meat
Published in Frontiers in artificial intelligence (24-09-2024)“…Cultured meat has the potential to provide a complementary meat industry with reduced environmental, ethical, and health impacts. However, major technological…”
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Artificial intelligence and machine learning applications for cultured meat
Published 30-04-2024“…Cultured meat has the potential to provide a complementary meat industry with reduced environmental, ethical, and health impacts. However, major technological…”
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Journal Article -
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A novel approach to identify subtype-specific network biomarkers of breast cancer survivability
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01-12-2020)“…Background Increasing the survival rates for breast cancer has gained significant researcher interest. However, current studies reveal that a small subset of…”
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Journal Article -
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Identifying Network-Biomarkers of Breast Cancer Survivability
Published 01-01-2017“…One of the key challenges of breast cancer research is to predict whether a patient identified with specific subtype or treated with a specific therapy is…”
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Dissertation -
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Ensemble supervised learning for genomic selection
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01-11-2019)“…To meet the world's growing food and nutrition demands, agricultural breeders need to grow crops with improved phenotypes and create varieties that allow…”
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Conference Proceeding -
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Identifying subtype specific network-biomarkers of breast cancer survivability
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01-07-2018)“…Current studies of breast cancer find small subsets of gene biomarkers able to accurately predict the survivability of patients. In these studies, the selected…”
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Conference Proceeding