| 2012 | New robust metrics of central tendency for estimation performance evaluation. | Hanlin Yin, Jian Lan, X. Rong Li |
| 2012 | An efficient particle filter for multi-target tracking using an independence assumption. | Wei Yi, Mark R. Morelande, Lingjiang Kong, Jianyu Yang |
| 2012 | Target tracking for an unknown and time-varying number of targets via particle filtering. | Wei Yi, Mark R. Morelande, Lingjiang Kong, Jianyu Yang |
| 2012 | A Monte Carlo expectation maximisation algorithm for multiple target tracking. | Sinan Yildirim, Lan Jiang, Sumeetpal S. Singh, Thomas Dean |
| 2012 | Empirical comparison of bagging-based ensemble classifiers. | Ren Ye, Ponnuthurai N. Suganthan |
| 2012 | Cloud based social and sensor data fusion. | Surender Reddy Yerva, Hoyoung Jeung, Karl Aberer |
| 2012 | Quaternion-based Kalman filtering on INS/GPS. | Yuhong Yang, Junchuan Zhou, Otmar Loffeld |
| 2012 | Accurate signal recovery in quantized compressed sensing. | Zai Yang, Lihua Xie, Cishen Zhang |
| 2012 | An exercise-driven heart rate statistical process model. | Yuanjing Yang, Lianying Ji, Hanxiao Wu, Jiankang Wu |
| 2012 | Indoor contaminant source estimation using a multiple model unscented Kalman filter. | Rong Yang, Pek Hui Foo, Peng Yen Tan, Elaine Mei Eng See, Gee Wah Ng, Boon Poh Ng |
| 2012 | Tandem distributed detection with conditionally dependent observations. | Pengfei Yang, Biao Chen, Hao Chen, Pramod K. Varshney |
| 2012 | Extreme Learning Machine based fast object recognition. | Jiantao Xu, Hongming Zhou, Guang-Bin Huang |
| 2012 | An adaptive feature selection method for multi-class classification. | Xin Xu, Wei Wang, Guilin Zhang, Yongsheng Yu |
| 2012 | A training algorithm and stability analysis for recurrent neural networks. | Zhao Xu, Qing Song, Danwei Wang, Haijin Fan |
| 2012 | Kalman filtering approach to multirate information fusion for soft sensor development. | Li Xie, Yijia Zhu, Biao Huang, Yisong Zheng |
| 2012 | Adaptive dynamic programming for sensor scheduling in energy-constrained wireless sensor networks. | Wendong Xiao, Ruizhuo Song |
| 2012 | Large scale wireless indoor localization by clustering and Extreme Learning Machine. | Wendong Xiao, Peidong Liu, Wee-Seng Soh, Guang-Bin Huang |
| 2012 | Quality preserving fusion of 3D triangle meshes. | Sebastian Wuttke, Dominik Perpeet, Wolfgang Middelmann |
| 2012 | Identical maximum likelihood state estimation based on incremental finite mixture model in PHD filter. | Gang Wu, Jing Liu, Xueen Wang, Chongzhao Han, Xiaoxi Yan |
| 2012 | Multiple target tracking by integrating track refinement and data association. | Shunguang Wu, Subhodev Das, Yi Tan, Jayan Eledath, Ali Z. Chaudhry |
| 2012 | Research on ellipsoidal intersection fusion method with unknown correlation. | Tao-Tao Wu, Jin An, Chun-Shan Ding, Shuang-Xi Luo |
| 2012 | Multi-Bernoulli based track-before-detect with road constraints. | Shanhung Wong, Ba-Tuong Vo, Ba-Ngu Vo, Reza Hoseinnezhad |
| 2012 | Collaborative human decision fusion with uncertain individual thresholds. | Thakshila Wimalajeewa, Pramod K. Varshney |
| 2012 | Hybrid Poisson and multi-Bernoulli filters. | Jason L. Williams |
| 2012 | Probabilistic data association in information space for generic sensor data fusion. | Benjamin Wilking, Stephan Reuter, Klaus Dietmayer |