A novel multi-task learning model based on Transformer-LSTM for wind power forecasting by Rongquan Zhang, Siqi Bu, Yuxia Zheng, Gangqiang Li, Xiupeng Wan, Qiangqiang Zeng, Min Zhou

Get full text

Application of HRCT-based radiomics to predict interstitial lung disease for juvenile dermatomyositis by Lingke Liu, Minfei Hu, Yun Zhou, Fei Zheng, Xiaohui Ma, Li Yang, Yiping Xu, Liping Teng, Bin Hu, Meiping Lu, Xuefeng Xu

Get full text

Fault Prediction of Hydropower Station Based on CNN-LSTM-GAN with Biased Data by Bei Liu, Xiao Wang, Zhaoxin Zhang, Zhenjie Zhao, Xiaoming Wang, Ting Liu

“…Finally, a dynamic multi-task training algorithm is proposed to ensure the convergence and training efficiency of the deep models. Experimental results show that compared with RNN, GRU, SVM, and threshold detection algorithms, the proposed fault prediction method improves the accuracy performance by <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>5.5</mn><mo>%</mo></mrow></semantics></math></inline-formula>, <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>4.8</mn><mo>%</mo></mrow></semantics></math></inline-formula>, <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>7.8</mn><mo>%</mo></mrow></semantics></math></inline-formula>, and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>9.3</mn><mo>%</mo></mrow></semantics></math></inline-formula>, with at least a <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>160</mn><mo>%</mo></mrow></semantics></math></inline-formula> improvement in the fault recall rate.…”
Get full text

Application of Machine Learning Methods for Employee Turnover Prediction Based on Open Data by A. N. Kazinets

Get full text

Assessing subseasonal forecast skill for use in predicting US coastal inundation risk by J. R. Albers, M. Newman, M. A. Balmaseda, W. Sweet, W. Sweet, Y. Wang, Y. Wang, T. Xu, T. Xu

Get full text

Predicting the Development of Complications After Mitral Valve Repair Using Mathematical Analysis by D. A. Matsuganov, M. D. Nuzhdin

Get full text

Prediction of blastocyst development using cleavage-stage embryo metrics and maternal age by Hong Ji, Qiaomei Bai, Lu Ding, Lizhi Jiang, Yingying Shi, Longmei Wang, Li Meng, Ping Li

Get full text

Machine learning algorithm to predict in-hospital mortality after aneurysmal subarachnoid hemorrhage by Juri V. Kivelev, Alexey L. Krivoshapkin, Albert A. Sufianov

Get full text

Prediction of Myopia Among Undergraduate Students Using Ensemble Machine Learning Techniques by Isteaq Kabir Sifat, Tajin Ahmed Jisa, Jyoti Shree Roy, Nourin Sultana, Farhana Hasan, Md Parvez Mosharaf, Md. Kaderi Kibria

Get full text

Predicting layer thicknesses by numerical simulation for meniscus-guided coating of organic photovoltaics by Fabian Gumpert, Annika Janßen, Christoph J. Brabec, Hans-Joachim Egelhaaf, Jan Lohbreier, Andreas Distler

Get full text

An efficient IoT-based crop damage prediction framework in smart agricultural systems by Nermeen Gamal Rezk, Abdel-Fattah Attia, Mohamed A. El-Rashidy, Ayman El-Sayed, Ezz El-Din Hemdan

Get full text

Critical factors to predict efficacy of orthokeratology in inhibiting axial elongation in myopic children by Yuanqi Deng, Xuewei Li, Mingwei Zhao, Yan Li, Kai Wang

Get full text

Privacy-Preserving Diabetes and Heart Disease Prediction via Federated Learning and WCO by Sachikanta Dash, Sasmita Padhy, Preetam Suman, Sandip Mal, Lokesh Malviya, Amrit Suman, Jaydeep Kishore

Get full text

Enhanced prediction of thrombotic events in hospitalized COVID-19 patients with soluble thrombomodulin. by Sergio Padilla, María Andreo, Pascual Marco, Ana Marco-Rico, Christian Ledesma, Marta Fernández-González, Javier García-Abellán, Paula Mascarell, Ángela Botella, Félix Gutiérrez, Mar Masiá

Get full text

Crushing Force Prediction Method of Controlled-Release Fertilizer Based on Particle Phenotype by Linlin Sun, Xiubo Chen, Zixu Chen, Linlong Jing, Jinxing Wang, Xinpeng Cao, Shenghui Fu, Yuanmao Jiang, Hongjian Zhang

Get full text

Identification of cancer-associated fibroblast signature genes for prognostic prediction in colorectal cancer by Wei Jin, Yuchang Lu, Jingen Lu, Zhenyi Wang, Yixin Yan, Biao Liang, Shiwei Qian, Jiachun Ni, Yiheng Yang, Shuo Huang, Changpeng Han, Haojie Yang

Get full text

Application of Artificial Neural Network for Predicting Shaft and Tip Resistances of Concrete Piles by Ehsan Momeni, Ramli Nazir, Danial Jahed Armaghani, Harnedi Maizir

Get full text

Predicting and evaluating slope stability in permafrost regions of the central Qinghai‒Tibetan Plateau by Fei Wang, Bo Huang, Mikhail Zhelezniak, Xiao-Ying Li, Alexander Zhirkov, Qi-Hao Yu, Zhi Wen

Get full text

Predicting the thickness of alpine meadow soil on headwater hillslopes of the Qinghai-Tibet Plateau by Xiaole Han, Jintao Liu, Pengfei Wu, Zhenghong Yu, Xiao Qiao, Hai Yang

Get full text

Prediction method of coalbed methane enrichment area based on multi parameter fusion by Tao WANG, Shuwei WANG, Xianxu ZHANG, Xiangpeng ZHANG, Rui SHAN

Get full text