A novel process monitoring method for multivariate autocorrelated mixed-type data based on transformer model integrated with the feature-enhancement learning method.

Sen Feng

Li Xue Sen Feng Tianci Zhao Zhen He 0001 Yuanzhong Jia Tianye He A novel process monitoring method for multivariate autocorrelated mixed-type data based on transformer model integrated with the feature-enhancement learning method. 111776 2026 213 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2025.111776 db/journals/candie/candie213.html#XueFZHJH26 streams/journals/candie

Yiqun Zhang 0006 Shenghong Cai Zihua Yang Sen Feng Yuzhu Ji Haijun Zhang 0002 One-Shot Federated Clustering of Non-Independent Completely Distributed Data. 2026 april1 14964-14978 13 IEEE Internet Things J. 7 https://doi.org/10.1109/JIOT.2026.3650778 db/journals/iotj/iotj13.html#ZhangCYFJZ26 streams/journals/iotj

Yiqun Zhang 0006 Shenghong Cai Zihua Yang Sen Feng Yuzhu Ji Haijun Zhang 0002 One-Shot Federated Clustering of Non-Independent Completely Distributed Data. 2026 January abs/2601.17512 CoRR https://doi.org/10.48550/arXiv.2601.17512 db/journals/corr/corr2601.html#abs-2601-17512 streams/journals/corr

Mingjie Zhao 0003 Sen Feng Yiqun Zhang 0006 Mengke Li 0001 Yang Lu 0009 Yiu-ming Cheung Learning Order Forest for Qualitative-Attribute Data Clustering. 2026 March abs/2603.03387 CoRR https://doi.org/10.48550/arXiv.2603.03387 db/journals/corr/corr2603.html#abs-2603-03387 streams/journals/corr

Yiqun Zhang 0006 Sen Feng Pengkai Wang Zexi Tan Xiaopeng Luo Yuzhu Ji Rong Zou Yiu-Ming Cheung Learning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data Clustering. 16049-16061 2025 September 36 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2025.3563769 db/journals/tnn/tnn36.html#ZhangFWTLJZC25 streams/journals/tnn

Sen Feng Mingjie Zhao 0003 Zhanpei Huang Yuzhu Ji Yiqun Zhang 0006 Yiu-Ming Cheung Robust Qualitative Data Clustering via Learnable Multi-Metric Space Fusion. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889806 conf/icassp/2025 db/conf/icassp/icassp2025.html#Feng0HJ0C25 Yue Zhang 0065 Zhehao Zhang Sen Feng Fanghui Zhang Guoqi Liu Yigang Cen Pedestrian Open-Attribute Recognition via Dynamic Semantic Masking. 567-580 2025 PRCV (7) https://doi.org/10.1007/978-981-95-5676-2_38 conf/prcv/2025-7 db/conf/prcv/prcv2025-7.html#ZhangZFZLC25 streams/conf/prcv

Li Xue Qiuyu Wang Lisheng An Zhen He 0001 Sen Feng Jie Zhu A nonparametric adaptive EWMA control chart for monitoring mixed continuous and categorical data using self-starting strategy. 109930 2024 188 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.109930 https://www.wikidata.org/entity/Q129417010 db/journals/candie/candie188.html#XueWAHFZ24

Li Xue Lisheng An Sen Feng Yumin Liu Haochen Wu Qiuyu Wang A nonparametric adaptive EWMA control chart for monitoring multivariate time-between-events-and-amplitude data. 110250 2024 193 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.110250 db/journals/candie/candie193.html#XueAFLWW24

Xuezhong Liu Sen Feng Design of Intelligent Management and Correlation Analysis Platform for Heterogeneous IT Assets. 215-220 2024 BDIOT https://doi.org/10.1145/3697355.3697390 conf/bdiot/2024 db/conf/bdiot/bdiot2024.html#LiuF24 Mingjie Zhao 0003 Sen Feng Yiqun Zhang 0006 Mengke Li 0001 Yang Lu 0009 Yiu-Ming Cheung Learning Order Forest for Qualitative-Attribute Data Clustering. 1943-1950 2024 ECAI https://doi.org/10.3233/FAIA240709 conf/ecai/2024 db/conf/ecai/ecai2024.html#ZhaoFZLLC24

Chao Li 0022 Sen Feng Qingtian Zeng Weijian Ni Hua Zhao Hua Duan Mining Dynamics of Research Topics Based on the Combined LDA and WordNet. 6386-6399 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2018.2887314 https://www.wikidata.org/entity/Q128724948 db/journals/access/access7.html#LiFZNZD19

Sen Feng Jiucheng Xu Tianhe Xu An efficient gene selection technique based on Self-organizing Map and Particle Swarm Optimization. 3287-3294 2017 33 J. Intell. Fuzzy Syst. 6 https://doi.org/10.3233/JIFS-161887 db/journals/jifs/jifs33.html#FengXX17

Liangrui Tang Sen Feng Jian-hong Hao Bin Li 0005 Xiongwen Zhao Xin Wu An Optimized Algorithm for Dynamic Routing and Wavelength Assignment in WDM Networks with Sparse Wavelength Conversion. 296-302 2015 98-B IEICE Trans. Commun. 2 https://doi.org/10.1587/transcom.E98.B.296 http://search.ieice.org/bin/summary.php?id=e98-b_2_296 db/journals/ieicet/ieicet98b.html#TangFHLZW15

Liangrui Tang Sen Feng Jian-hong Hao Xiongwen Zhao Energy-Efficient Routing Algorithm Based on Multiple Criteria Decision Making for Wireless Sensor Networks. 97-115 2015 80 Wirel. Pers. Commun. 1 https://doi.org/10.1007/s11277-014-1997-3 db/journals/wpc/wpc80.html#TangFHZ15

Wei Ding Liangrui Tang Sen Feng Traffic-Aware and Energy-Efficient Routing Algorithm for Wireless Sensor Networks. 2669-2686 2015 85 Wirel. Pers. Commun. 4 https://doi.org/10.1007/s11277-015-2927-8 db/journals/wpc/wpc85.html#DingTF15

Liangrui Tang Yue Gong Yi-ting Luo Sen Feng Xiongwen Zhao Positioning Algorithms by Information Fusion in Wireless Sensor Networks. 545-557 2014 74 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-013-1305-7 db/journals/wpc/wpc74.html#TangGLFZ14

Sen Feng Liangrui Tang Jian-hong Hao An energy efficient routing algorithm based on radar chart for wireless sensor networks. 840-844 2014 FSKD https://doi.org/10.1109/FSKD.2014.6980947 conf/fskd/2014 db/conf/fskd/fskd2014.html#FengTH14

Qingtian Zeng Jian Sun Faming Lu Sen Feng Jiufang An Ke Zhao Domain Ontology Design and Reasoning for Resource Matchmaking in Emergency Response Systems. 31-47 2012 3 Int. J. Knowl. Syst. Sci. 1 https://doi.org/10.4018/jkss.2012010103 db/journals/ijkss/ijkss3.html#ZengSLFAZ12

Sen Feng Bing Qi Liangrui Tang An improved Energy-Efficient PEGASIS-Based protocol in Wireless Sensor Networks. 2230-2233 2011 FSKD https://doi.org/10.1109/FSKD.2011.6020058 conf/fskd/2011 db/conf/fskd/fskd2011.html#FengQT11 Jian Sun Qingtian Zeng Faming Lu Sen Feng Jiufang An Proposal of Ontology for Resource Matchmaking Schema in Emergency Response Systems. 450-461 2011 KSEM https://doi.org/10.1007/978-3-642-25975-3_40 conf/ksem/2011 db/conf/ksem/ksem2011.html#SunZLFA11

Sen Feng Eisuke Nishiyama Masayoshi Aikawa Broad-Band Circularly Polarized Ring-Slot Array Antenna for Simultaneous Use of the Orthogonal Polarizations. 1105-1110 2010 93-C IEICE Trans. Electron. 7 https://doi.org/10.1587/transele.E93.C.1105 http://search.ieice.org/bin/summary.php?id=e93-c_7_1105 db/journals/ieicet/ieicet93c.html#FengNA10

Masayoshi Aikawa Jiufang An Lisheng An Shenghong Cai Yi-Gang CenYigang Cen Yiu-Ming CheungYiu-ming Cheung Wei Ding Hua Duan Yue Gong Jian-hong Hao Tianye He Zhen He 0001 Zhanpei Huang Yuzhu Ji Yuanzhong Jia Bin Li 0005 Chao Li 0022 Mengke Li 0001 Guoqi Liu Xuezhong Liu Yumin Liu Faming Lu Yang Lu 0009 Xiaopeng Luo Yi-ting Luo Weijian Ni Eisuke Nishiyama Bing Qi Jian Sun Zexi Tan Liangrui Tang Pengkai Wang Qiuyu Wang Haochen Wu Xin Wu Jiucheng Xu Tianhe Xu Li Xue Zihua Yang Qingtian Zeng Fanghui Zhang Haijun Zhang 0002 Yiqun Zhang 0006 Yue Zhang 0065 Zhehao Zhang Hua Zhao Ke Zhao Mingjie Zhao 0003 Tianci Zhao Xiongwen Zhao Jie Zhu Rong Zou