Online active learning of decision trees with evidential data L Ma, S Destercke, Y Wang Pattern Recognition 52, 33-45, 2016 | 90 | 2016 |
Partial classification in the belief function framework L Ma, T Denoeux Knowledge-Based Systems 214, 106742, 2021 | 46 | 2021 |
An improved k-nearest neighbours method for traffic time series imputation B Sun, L Ma, W Cheng, W Wen, P Goswami, G Bai 2017 Chinese Automation Congress (CAC), 7346-7351, 2017 | 45 | 2017 |
Apple grading method based on neural network with ordered partitions and evidential ensemble learning L Ma, P Wei, X Qu, S Bi, Y Zhou, T Shen CAAI Transactions on Intelligence Technology 7 (4), 561-569, 2022 | 24 | 2022 |
A robust data-driven method for multiseasonality and heteroscedasticity in time series preprocessing B Sun, L Ma, T Shen, R Geng, Y Zhou, Y Tian Wireless Communications and Mobile Computing 2021, 1-11, 2021 | 17 | 2021 |
Bagging likelihood-based belief decision trees L Ma, B Sun, Z Li 2017 20th International Conference on Information Fusion (Fusion), 1-6, 2017 | 17 | 2017 |
Anomaly-aware traffic prediction based on automated conditional information fusion B Sun, W Cheng, L Ma, P Goswami 2018 21st International Conference on Information Fusion (FUSION), 2283-2289, 2018 | 14 | 2018 |
Learning decision forest from evidential data: the random training set sampling approach L Ma, B Sun, C Han 2017 4th International Conference on Systems and Informatics (ICSAI), 1423-1428, 2017 | 14 | 2017 |
Neural network assisted Kalman filter for INS/UWB integrated seamless quadrotor localization S Bi, L Ma, T Shen, Y Xu, F Li PeerJ Computer Science 7, e630, 2021 | 10 | 2021 |
Securing 6G-enabled IoT/IoV networks by machine learning and data fusion B Sun, R Geng, L Zhang, S Li, T Shen, L Ma EURASIP Journal on Wireless Communications and Networking 2022 (1), 113, 2022 | 9 | 2022 |
Belief entropy tree and random forest: Learning from data with continuous attributes and evidential labels K Gao, Y Wang, L Ma Entropy 24 (5), 605, 2022 | 9 | 2022 |
Decision tree-extended finite impulse response filtering for pedestrian tracking over tightly integrated inertial navigation system/ultra wide band data Y Xu, YS Shmaliy, L Hua, L Ma, Y Zhuang Measurement Science and Technology 32 (3), 034007, 2020 | 9 | 2020 |
Handwritten digit recognition via active belief decision trees Z Li, L Ma, X Ke, Y Wang 2016 35th Chinese Control Conference (CCC), 7021-7025, 2016 | 8 | 2016 |
Property research and approach modification of evidential reasoning rule KE Xiaolu, MA Liyao, LI Ziyi, W Yong Information And Control 45 (2), 165-170, 2016 | 7 | 2016 |
Making set-valued predictions in evidential classification: A comparison of different approaches L Ma, T Denoeux International Symposium on Imprecise Probabilities: Theories and …, 2019 | 6 | 2019 |
Training instance random sampling based evidential classification forest algorithms L Ma, B Sun, C Han 2018 21st International Conference on Information Fusion (FUSION), 883-888, 2018 | 6 | 2018 |
A new method to measure evidence conflict based on singular value XL Ke, LY Ma, Y Wang Acta Electron Sin 41 (10), 2109-2112, 2013 | 6 | 2013 |
A dissimilarity measure based on singular value and its application in incremental discounting X Ke, L Ma, Y Wang Proceedings of the 16th International Conference on Information Fusion, 1391 …, 2013 | 6 | 2013 |
Apple grading method based on ordered partition neural network S Bi, X Qu, L Ma, T Shen, C Han 2021 International Conference on Advanced Mechatronic Systems (ICAMechS …, 2021 | 5 | 2021 |
Apple grading system based on near infrared spectroscopy and evidential classification forest L Ma, S Bi, C Zhang 2019 International Conference on Advanced Mechatronic Systems (ICAMechS …, 2019 | 5 | 2019 |