Journal publications

• Lin, Chengchuang; Zhao, Gansen; Yin, Aihua; Yang, Zhirong; Li, Guo; Chen, Hanbiao; Zhao, Lei; Li, Shuangyin; Luo, Haoyu; Ma, Zhaohui. (2021) A novel chromosome cluster types identification method using ResNeXt WSL model. Medical Image Analysis. vol. 69.
• Bordin, Chiara; Skjelbred, Hans Ivar; Kong, Jiehong; Yang, Zhirong. (2020) Machine Learning for Hydropower Scheduling: State of the Art and Future Research Directions. Procedia Computer Science. vol. 176.
• 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. (2020) CIR-Net: Automatic Classification of Human Chromosome based on Inception-ResNet Architecture. IEEE/ACM Transactions on Computational Biology & Bioinformatics.
• Shao, Hui; Chen, Yuwei; Yang, Zhirong; Jiang, Changhui; Li, Wei; Wu, Haohao; Wang, Shaowei; Yang, Fan; Chen, Jie; Puttnon, Eetu; Hyyppä, Juha. (2020) Feasibility study on hyperspectral LiDAR for ancient Huizhou-style architecture preservation. Remote Sensing. vol. 12:88 (1).
• Wang, Chao; Liu, Gonghui; Li, Jun; Zhang, Tao; Yang, Zhirong; Jiang, Hailong; Ren, Kai; Wu, Zhe. (2020) Non-uniform temperature distribution's impact on downhole weight on bit (DWOB) measurement and the novel compensatory method. Journal of Petroleum Science and Engineering. vol. 184.
• Wang, Chao; Liu, Gonghui; Yang, Zhirong; Li, Jun; Zhang, Tao; Jiang, Hailong; Cao, Chenguang. (2020) Downhole working conditions analysis and drilling complications detection method based on deep learning. Journal of Natural Gas Science and Engineering. vol. 81.
• 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. (2020) 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. vol. 1332.
• Abudahab, Khalil; Prada, Joaquín; Yang, Zhirong; Bentley, Stephen; Croucher, Nicholas; Corander, Jukka; Anensen, David. (2019) PANINI: Pangenome Neighbour Identification for Bacterial Populations. Microbial Genomics. vol. 5 (4).
• Lu, Yao; Corander, Jukka; Yang, Zhirong. (2019) Doubly Stochastic Neighbor Embedding on Spheres. Pattern Recognition Letters. vol. 128.
• Shao, Hui; Chen, Yuwei; Yang, Zhirong; Jiang, Changhui; Li, Wei; Wu, Haohao; Wen, Zhijie; Wang, Shaowei; Puttnon, Eetu; Hyyppä, Juha. (2019) A 91-Channel Hyperspectral LiDAR for Coal/Rock Classification. IEEE Geoscience and Remote Sensing Letters.
• 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.. (2017) Global and regional dissemination and evolution of Burkholderia pseudomallei. Nature Microbiology. vol. 2:16263.
• Yang, Zhirong; Corander, Jukka; Oja, Erkki. (2016) Low-rank doubly stochastic matrix decomposition for cluster analysis. Journal of machine learning research. vol. 17.

Part of book/report

• Lu, Yao; Yang, Zhirong; Kannala, Juho; Kaski, Samuel. (2019) Learning Image Relations with Contrast Association Networks. 2019 International Joint Conference on Neural Networks (IJCNN).
• Sedov, Denis; Yang, Zhirong. (2018) Word Embedding based on Low-Rank Doubly Stochastic Matrix Decomposition. Proceedings of the 25th International Conference on Neural Information Processing (ICONIP).