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English
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2024
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Cheng, Lei; Yu, Tong; Khalitov, Ruslan; Yang, Zhirong. Self-supervised Learning for DNA sequences with circular dilated convolutional networks. Neural Networks 2024 ;Volum 171. s. 466-473 NTNU
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2023
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Cheng, Lei; Khalitov, Ruslan; Yu, Tong; Zhang, Jing; Yang, Zhirong. Classification of long sequential data using circular dilated convolutional neural networks. Neurocomputing 2023 ;Volum 518. s. 50-59 NTNU
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Khalitov, Ruslan; Yu, Tong; Cheng, Lei; Yang, Zhirong. ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length. The Eleventh International Conference on Learning Representations; 2023-05-01 - 2023-05-07 NTNU
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Yang, Zhirong; Chen, Yuwei; Sedov, Denis; Kaski, Samuel; Corander, Jukka. Stochastic Cluster Embedding. Statistics and computing 2023 ;Volum 33.(12) s. - NTNU UiO
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2022
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5. |
Khalitov, Ruslan; Yu, Tong; Cheng, Lei; Yang, Zhirong. Sparse factorization of square matrices with application to neural attention modeling. Neural Networks 2022 ;Volum 152. s. 160-168 NTNU
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Kong, Jiehong; Skjelbred, Hans Ivar; Babayev, Piri; Yang, Zhirong. Integrating Machine Learning Techniques into the Decision-making Process for Hydro Scheduling. I: 2022 14th IEEE PES Asia Pacific Power & Energy Engineering Conference - APPEEC. IEEE (Institute of Electrical and Electronics Engineers) 2022 ISBN 978-1-6654-6738-4. ENERGISINT NTNU
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7. |
Lees, John A.; Tonkin-Hill, Gerry; Yang, Zhirong; Corander, Jukka. Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation. Philosophical Transactions of the Royal Society of London. Biological Sciences 2022 ;Volum 377.(1861) s. - UiO NTNU
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8. |
Lin, Chengchuang; Chen, Hanbiao; Huang, Jiesheng; Peng, Jing; Guo, Li; Yang, Zhirong; Du, Jiahua; Li, Shuangyin; Yin, Aihua; Zhao, Gansen. ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification. Computational biology and chemistry 2022 ;Volum 100. NTNU
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9. |
Yu, Tong; Khalitov, Ruslan; Cheng, Lei; Yang, Zhirong. Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention. Computer Vision and Pattern Recognition 2022 s. 681-690 NTNU
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10. |
Zhang, Jing; Geng, YangLi-ao; Wang, Wen; Sun, Wenju; Yang, Zhirong; Li, Qingyong. Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples. Knowledge-Based Systems 2022 ;Volum 251. s. - NTNU
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2021
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11. |
Lin, Chengchuang; Shan, Chun; Zhao, Gansen; Yang, Zhirong; Peng, Jing; Chen, Shaojie; Huang, Runhua; Li, Zhuangwei; Yi, Xusheng; Du, Jiahua; Li, Shuangyin; Luo, Haoyu; Fan, Xiaomao; Chen, Bingchuan. Review of Image Data Augmentation in Computer Vision. Jisuanji kexue yu tansuo 2021 ;Volum 15.(4) s. 583-611 NTNU
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12. |
Lin, Chengchuang; Zhao, Gansen; Yin, Aihua; Yang, Zhirong; Li, Guo; Chen, Hanbiao; Zhao, Lei; Li, Shuangyin; Luo, Haoyu; Ma, Zhaohui. A novel chromosome cluster types identification method using ResNeXt WSL model. Medical Image Analysis 2021 ;Volum 69. NTNU
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13. |
Liu, Zhenhui; Dahl, Sondre Strande; Larsen, Erik Stensrud; Yang, Zhirong. A simple machine learning based framework for processing the inline inspection data of subsea pipelines. IOP Conference Series: Materials Science and Engineering 2021 ;Volum 1201.(012050) NTNU HVL
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14. |
Ulvestad, Anita; Cao, Guangyu; Gustavsen, Kai; Vogt, Matthias; Rismyhr, Tore; Yang, Zhirong. Analysis of the effect of indoor environment on pupils’ health in one Norwegian school during COVID-19 pandemic. I: Healthy Buildings 2021 – Europe Proceedings of the 17th International Healthy Buildings Conference 21-23 June 2021. SINTEF akademisk forlag 2021 ISBN 978-82-536-1728-2. s. 123-130 NILU NTNU
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2020
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15. |
Bordin, Chiara; Skjelbred, Hans Ivar; Kong, Jiehong; Yang, Zhirong. Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions. Procedia Computer Science 2020 ;Volum 176. s. 1659-1668 UiT ENERGISINT NTNU
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16. |
Lin, Chengchuang; Zhao, Gansen; Yang, Zhirong; Yin, Aihua; Wang, Xinming; Guo, Li; Chen, Hanbiao; Ma, Zhaohui; Zhao, Lei; Luo, Haoyu; Wang, Tianxing; Ding, Bichao; Pang, Xiongwen; Chen, Qiren. CIR-Net: Automatic Classification of Human Chromosome Based on Inception-ResNet Architecture. IEEE/ACM Transactions on Computational Biology & Bioinformatics 2020 ;Volum 19.(3) s. 1285-1293 NTNU
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17. |
Shao, Hui; Chen, Yuwei; Yang, Zhirong; Jiang, Changhui; Li, Wei; Wu, Haohao; Wang, Shaowei; Yang, Fan; Chen, Jie; Puttnon, Eetu; Hyyppä, Juha. Feasibility study on hyperspectral LiDAR for ancient Huizhou-style architecture preservation. Remote Sensing 2020 ;Volum 12:88.(1) s. 88-103 NTNU
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18. |
Wang, Chao; Liu, Gonghui; Li, Jun; Zhang, Tao; Yang, Zhirong; Jiang, Hailong; Ren, Kai; Wu, Zhe. Non-uniform temperature distribution's impact on downhole weight on bit (DWOB) measurement and the novel compensatory method. Journal of Petroleum Science and Engineering 2020 ;Volum 184. s. - NTNU
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19. |
Wang, Chao; Liu, Gonghui; Yang, Zhirong; Li, Jun; Zhang, Tao; Jiang, Hailong; Cao, Chenguang. Downhole working conditions analysis and drilling complications detection method based on deep learning. Journal of Natural Gas Science and Engineering 2020 ;Volum 81. NTNU
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20. |
Wang, Chao; Liu, Gonghui; Yang, Zhirong; Li, Jun; Zhang, Tao; Jiang, Hailong; He, Miao; Luo, Ming; Li, Wentuo. Downhole gas-kick transient simulation and detection with downhole dual-measurement points in water-based drilling fluid. Journal of Natural Gas Science and Engineering 2020 ;Volum 84. s. 1-17 NTNU
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21. |
Xue, Kai; Ding, Yiyu; Yang, Zhirong; Nord, Natasa; Barillec, Mael Roger Albert; Mathisen, Hans Martin; Liu, Meng; Giske, Tor Emil; Stenstad, Liv-Inger; Cao, Guangyu. A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway. Communications in Computer and Information Science (CCIS) 2020 ;Volum 1332. s. 11-22 STO NTNU
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22. |
Yang, Zhirong; Skjelbred, Hans Ivar; Kong, Jiehong. The start-of-the-art application of machine learning. iScheduling 1.0 kickoff meeting; 2020-04-20 - 2020-04-20 ENERGISINT NTNU
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2019
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23. |
Abudahab, Khalil; Prada, Joaquín; Yang, Zhirong; Bentley, Stephen; Croucher, Nicholas; Corander, Jukka; Anensen, David. PANINI: Pangenome Neighbour Identification for Bacterial Populations. Microbial Genomics 2019 ;Volum 5.(4) UiO
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24. |
Lu, Yao; Corander, Jukka; Yang, Zhirong. Doubly Stochastic Neighbor Embedding on Spheres. Pattern Recognition Letters 2019 ;Volum 128. s. 100-106 NTNU UiO
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25. |
Lu, Yao; Yang, Zhirong; Kannala, Juho; Kaski, Samuel. Learning Image Relations with Contrast Association Networks. I: 2019 International Joint Conference on Neural Networks (IJCNN). IEEE 2019 ISBN 978-1-7281-1985-4. s. - NTNU
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26. |
Shao, Hui; Chen, Yuwei; Yang, Zhirong; Jiang, Changhui; Li, Wei; Wu, Haohao; Wen, Zhijie; Wang, Shaowei; Puttnon, Eetu; Hyyppä, Juha. A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification. IEEE Geoscience and Remote Sensing Letters 2019 s. - NTNU
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2018
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27. |
Sedov, Denis; Yang, Zhirong. Word Embedding based on Low-Rank Doubly Stochastic Matrix Decomposition. I: Proceedings of the 25th International Conference on Neural Information Processing (ICONIP). Springer 2018 ISBN 978-3030041816. s. 90-100 NTNU
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2017
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28. |
Chewapreecha, Claire; Holden, Matthew T.G.; Vehkala, Minna; Välimäki, Niko; Yang, Zhirong; Harris, Simon R.; Mather, Alison E.; Tuanyok, Apichai; De Smet, Birgit; Le Hello, Simon; Bizet, Chantal; Mayo, Mark; Wuthiekanun, Vanaporn; Limmathurotsakul, Direk; Phetsouvanh, Rattanaphone; Spratt, Brian G.; Corander, Jukka; Keim, Paul; Dougan, Gordon; Dance, David A.B.; Currie, Bart J.; Parkhill, Julian; Peacock, Sharon J.. Global and regional dissemination and evolution of Burkholderia pseudomallei. Nature Microbiology 2017 ;Volum 2:16263. s. 1-8 UiO
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2016
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29. |
Yang, Zhirong; Corander, Jukka; Oja, Erkki. Low-rank doubly stochastic matrix decomposition for cluster analysis. Journal of machine learning research 2016 ;Volum 17. UiO
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