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Machine learning

Yield prediction for crops by gradient-based algorithms

Pavithra Mahesh, Rajkumar Soundrapandiyan

published 26 Aug 2024

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PredIL13: Stacking a variety of machine and deep learning methods with ESM-2 language model for identifying IL13-inducing peptides

Hiroyuki Kurata, Md. Harun-Or-Roshid, Sho Tsukiyama, Kazuhiro Maeda

published 22 Aug 2024

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Accelerating automatic model finding with layer replications case study of MobileNetV2

Kritpawit Soongswang, Chantana Chantrapornchai

published 22 Aug 2024

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LERCause: Deep learning approaches for causal sentence identification from nuclear safety reports

Jinmo Kim, Jenna Kim, Aejin Lee, Jinseok Kim, Jana Diesner

published 22 Aug 2024

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Quantifying salinity in calcareous soils through advanced spectroscopic models: A comparative study of random forests and regression techniques across diverse land use systems

Mohammad Tahmoures, Afshin Honarbakhsh, Sayed Fakhreddin Afzali, Mehdi Nourzadeh Hadad, Yaser Ostovari

published 22 Aug 2024

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External gas-assisted mold temperature control and optimization molding parameters for improving weld line strength in polyamide plastics

Nguyen Truong Giang, Pham Son Minh, Tran Anh Son, Van-Thuc Nguyen, Tran Minh The Uyen, Thanh Trung Do, Van Thanh Tien Nguyen

published 22 Aug 2024

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Proteome-scale prediction of molecular mechanisms underlying dominant genetic diseases

Mihaly Badonyi, Joseph A. Marsh

published 22 Aug 2024

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An approach for developing a blood-based screening panel for lung cancer based on clonal hematopoietic mutations

Ramu Anandakrishnan, Ryan Shahidi, Andrew Dai, Veneeth Antony, Ian J. Zyvoloski

published 22 Aug 2024

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Real-time AIoT platform for monitoring and prediction of air quality in Southwestern Morocco

Abdellatif Bekkar, Badr Hssina, Najib ABEKIRI, Samira Douzi, Khadija Douzi

published 22 Aug 2024

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Enhanced DBR mirror design via D3QN: A reinforcement learning approach

Seungjun Yu, Haneol Lee, Changyoung Ju, Haewook Han

published 22 Aug 2024

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Neural network analysis of pharyngeal sounds can detect obstructive upper respiratory disease in brachycephalic dogs

Andrew McDonald, Anurag Agarwal, Ben Williams, Nai-Chieh Liu, Jane Ladlow

published 22 Aug 2024

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A refined reweighing technique for nondiscriminatory classification

Yuefeng Liang, Cho-Jui Hsieh, Thomas C. M. Lee

published 20 Aug 2024

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Utilizing machine learning to tailor radiotherapy and chemoradiotherapy for low-grade glioma patients

Enzhao Zhu, Jiayi Wang, Weizhong Shi, Zhihao Chen, Min Zhu, Ziqin Xu, Linlin Li, Dan Shan

published 20 Aug 2024

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