Identification of Leaf Rust-Related Gene Signature in Wheat (Triticum Aestivum L.) Using High-Throughput Sequencing, Network Analysis, and Machine Learning Algorithms by Muhammad Farhan, Muhammad Ikram, Jing-E Sun, San-Wei Yang, Yong Wang

“…Among these, 124 resistance (R) genes (~ 85.48% upregulated) were expressed differentially, and ~ 80% belonged to plant pattern recognition receptors (PPRs) that triggered immunity. …”
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L2R-MLP: a multilabel classification scheme for the detection of DNS tunneling by Emmanuel Oluwatobi Asani, Mojiire Oluwaseun Ayoola, Emmanuel Tunbosun Aderemi, Victoria Oluwaseyi Adedayo-Ajayi, Joyce A. Ayoola, Oluwatobi Noah Akande, Jide Kehinde Adeniyi, Oluwambo Tolulope Olowe

“…L2 regularization in the MLP classifier's hidden layers enhances pattern recognition during training, effectively countering the risk of overfitting. …”
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Comparing acoustic representations for deep learning-based classification of underwater acoustic signals: A case study on orca (Orcinus orca) vocalizations by Fabio Frazao, Ruth Joy, Michael Dowd

“…The spectrogram is well-suited for many such pattern recognition algorithms, including those developed for computer vision, such as convolutional neural networks. …”
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An automatic measure for speech intelligibility in dysarthrias—validation across multiple languages and neurological disorders by Johannes Tröger, Felix Dörr, Louisa Schwed, Nicklas Linz, Alexandra König, Alexandra König, Alexandra König, Tabea Thies, Tabea Thies, Michael T. Barbe, Juan Rafael Orozco-Arroyave, Juan Rafael Orozco-Arroyave, Jan Rusz

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Development of wireless electronic nose and using of remote monitoring by HU Ying, WANG Jun

“…At the same time, selecting the appropriate pattern recognition algorithm can make the system more accurate.…”
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Identification of galectin-9 and its antibacterial function in Yellow River carp (Cyprinus carpio haematopterus) by Li Wang, Li Wang, Li Wang, Yuanyuan Hu, Xudong Li, Ziyan Zhang, Nan Wang, Limin Chao, Chengfei Li, Pei Gao, Jinyou Ma, Jinyou Ma, Lei Wang, Xiaojing Xia, Xiaojing Xia

“…IntroductionGalectin-9 is a β-galactoside-binding lectin that functions as a critical pattern recognition receptor (PRR) in the host immune system, initiating immune defense responses by recognizing and binding to pathogen-associated molecular patterns (PAMPs) on the surface of microorganisms. …”
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Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review by Kapongo D. Lumamba, Gordon Wells, Delon Naicker, Threnesan Naidoo, Adrie J. C. Steyn, Mandlenkosi Gwetu

“…We categorised the computer vision platform into four technologies: image processing, object/pattern recognition, computer graphics, and deep learning. …”
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Thermal comfort and energy related occupancy behavior in Dutch residential dwellings by Anastasios Ioannou

“…Finally, the abundance of data collected during the measurement campaign led the last piece of research of this thesis to data mining and pattern recognition analysis. Since the introduction of computers, the way research is performed has changed significantly. …”
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RIG‐I antiviral signaling drives interleukin‐23 production and psoriasis‐like skin disease by Huiyuan Zhu, Fangzhou Lou, Qianqian Yin, Yuanyuan Gao, Yang Sun, Jing Bai, Zhenyao Xu, Zhaoyuan Liu, Wei Cai, Fang Ke, Lingyun Zhang, Hong Zhou, Hong Wang, Gang Wang, Xiang Chen, Hongxin Zhang, Zhugang Wang, Florent Ginhoux, Chuanjian Lu, Bing Su, Honglin Wang

“…Thus, our data suggest that the dysregulation in the antiviral immune responses of hosts through the innate pattern recognition receptors may trigger the skin inflammatory conditions in the pathophysiology of psoriasis.…”
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ELECTRONIC NOSE (E-NOSE) DESIGN FOR ARDUINO NANO-BASED HALAL HARAM IDENTIFICATION by Muammar Kadafi, Rachmad Almi Putra

“…Then, the data responses will be evaluated by using 2 patterns recognition methods called Principle Component Analysis (PCA). …”
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