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Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?
Varadharajan, Charuleka, Appling, Alison P., Arora, Bhavna, Christianson, Danielle S., Hendrix, Valerie C., Kumar, Vipin, Lima, Aranildo R., Müller, Juliane, Oliver, Samantha, Ombadi, Mohammed, Perciano, Talita, Sadler, Jeffrey M, Weierbach, Helen, Willard, Jared D., Xu, Zexuan, Zwart, Jacob
Published in Hydrological processes (01.04.2022)
Published in Hydrological processes (01.04.2022)
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Journal Article
Lie group continual meta learning algorithm
Jiang, Mengjuan, Li, Fanzhang
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2022)
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Journal Article
Survey of Optimization Algorithms in Modern Neural Networks
Abdulkadirov, Ruslan, Lyakhov, Pavel, Nagornov, Nikolay
Published in Mathematics (Basel) (26.05.2023)
Published in Mathematics (Basel) (26.05.2023)
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Journal Article
Mechano-acoustic sensing of physiological processes and body motions via a soft wireless device placed at the suprasternal notch
Lee, KunHyuck, Ni, Xiaoyue, Lee, Jong Yoon, Arafa, Hany, Pe, David J., Xu, Shuai, Avila, Raudel, Irie, Masahiro, Lee, Joo Hee, Easterlin, Ryder L., Kim, Dong Hyun, Chung, Ha Uk, Olabisi, Omolara O., Getaneh, Selam, Chung, Esther, Hill, Marc, Bell, Jeremy, Jang, Hokyung, Liu, Claire, Park, Jun Bin, Kim, Jungwoo, Kim, Sung Bong, Mehta, Sunita, Pharr, Matt, Tzavelis, Andreas, Reeder, Jonathan T., Huang, Ivy, Deng, Yujun, Xie, Zhaoqian, Davies, Charles R., Huang, Yonggang, Rogers, John A.
Published in Nature biomedical engineering (01.02.2020)
Published in Nature biomedical engineering (01.02.2020)
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Journal Article
Hydrological process knowledge in catchment modelling – Lessons and perspectives from 60 years development
Refsgaard, Jens Christian, Stisen, Simon, Koch, Julian
Published in Hydrological processes (01.01.2022)
Published in Hydrological processes (01.01.2022)
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Journal Article
Geometrical features for premature ventricular contraction recognition with analytic hierarchy process based machine learning algorithms selection
Oliveira, Bruno Rodrigues de, Abreu, Caio Cesar Enside de, Duarte, Marco Aparecido Queiroz, Vieira Filho, Jozue
Published in Computer methods and programs in biomedicine (01.02.2019)
Published in Computer methods and programs in biomedicine (01.02.2019)
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Journal Article
Unsupervised Machine Learning‐Based Process Analytical Tools for Near Real‐Time Cell Morphology Analysis During CAR‐T Cell Manufacturing
Thite, Nidhi G., Yarnell, Michael, Fry, Terry J., Seefeldt, Matthew, Calderon, Christopher P., Randolph, Theodore W.
Published in Biotechnology and bioengineering (01.09.2025)
Published in Biotechnology and bioengineering (01.09.2025)
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Journal Article
Integration of machine learning and process‐based model outputs via ensemble Kalman filter enhanced space–time modelling of soil organic carbon in a highly human impacted area
Xie, Enze, Chen, Jian, Peng, Yuxuan, Yan, Guojing, Zhao, Yongcun
Published in Soil use and management (01.10.2024)
Published in Soil use and management (01.10.2024)
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Journal Article
Regression plane concept for analysing continuous cellular processes with machine learning
Szkalisity, Abel, Piccinini, Filippo, Beleon, Attila, Balassa, Tamas, Varga, Istvan Gergely, Migh, Ede, Molnar, Csaba, Paavolainen, Lassi, Timonen, Sanna, Banerjee, Indranil, Ikonen, Elina, Yamauchi, Yohei, Ando, Istvan, Peltonen, Jaakko, Pietiäinen, Vilja, Honti, Viktor, Horvath, Peter
Published in Nature communications (05.05.2021)
Published in Nature communications (05.05.2021)
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Journal Article
Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis
Shabani, Sevda, Samadianfard, Saeed, Sattari, Mohammad Taghi, Mosavi, Amir, Shamshirband, Shahaboddin, Kmet, Tibor, Várkonyi-Kóczy, Annamária R.
Published in Atmosphere (01.01.2020)
Published in Atmosphere (01.01.2020)
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Journal Article
Optimisation-driven design to explore and exploit the process–structure–property–performance linkages in digital manufacturing
Flores Ituarte, Iñigo, Panicker, Suraj, Nagarajan, Hari P. N., Coatanea, Eric, Rosen, David W.
Published in Journal of intelligent manufacturing (01.01.2023)
Published in Journal of intelligent manufacturing (01.01.2023)
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Journal Article
An artificial intelligence-driven learning analytics method to examine the collaborative problem-solving process from the complex adaptive systems perspective
Ouyang, Fan, Xu, Weiqi, Cukurova, Mutlu
Published in International journal of computer-supported collaborative learning (01.03.2023)
Published in International journal of computer-supported collaborative learning (01.03.2023)
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Journal Article
Continual meta-learning algorithm
Jiang, Mengjuan, Li, Fanzhang, Liu, Li
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2022)
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Journal Article
Projecting Forest Fire Probability in South Korea Under Climate Change, Population, and Forest Management Scenarios Using AI & Process-Based Hybrid Model (FLAM-Net)
Jo, Hyun-Woo, Won, Myoungsoo, Kraxner, Florian, Jeon, Seong Woo, Son, Yowhan, Krasovskiy, Andrey, Lee, Woo-Kyun
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2025)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2025)
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Journal Article
Fault Diagnosis of an Industrial Chemical Process using Machine Learning Algorithms: Principal Component Analysis (PCA) and Kernel Principal Component Analysis (KPCA)
Khan, M M, Islam, I, Rashid, A B
Published in IOP conference series. Materials Science and Engineering (01.04.2024)
Published in IOP conference series. Materials Science and Engineering (01.04.2024)
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Journal Article