An integrated information fusion approach based on the theory of evidence and group decision-making. - Yee Leung; Nan-Nan Ji; Jiang-Hong Ma (Inf. Fusion, 2013)

Parallel tempering with equi-energy moves for training of restricted boltzmann machines. - Nannan Ji; Jiang-She Zhang 001 (IJCNN, 2014)

Enhancing performance of restricted Boltzmann machines via log-sum regularization. - Nannan Ji; Jiang-She Zhang 001; Chun-Xia Zhang 002; Qingyan Yin (Knowl. Based Syst., 2014)

A sparse-response deep belief network based on rate distortion theory. - Nan-Nan Ji; Jiang-She Zhang 001; Chun-Xia Zhang 002 (Pattern Recognit., 2014)

Discriminative restricted Boltzmann machine for invariant pattern recognition with linear transformations. - Nannan Ji; Jiang-She Zhang 001; Chun-Xia Zhang 002; Lei Wang (Pattern Recognit. Lett., 2014)

Learning ensemble classifiers via restricted Boltzmann machines. - Chun-Xia Zhang 002; Jiang-She Zhang 001; Nan-Nan Ji; Gao Guo (Pattern Recognit. Lett., 2014)

Enhancing performance of the backpropagation algorithm via sparse response regularization. - Jiang-She Zhang 001; Nannan Ji; Junmin Liu; Jiyuan Pan; Deyu Meng (Neurocomputing, 2015)

Randomizing outputs to increase variable selection accuracy. - Chun-Xia Zhang 002; Nan-Nan Ji; Guan-Wei Wang (Neurocomputing, 2016)

A modified version of Helmholtz machine by using a Restricted Boltzmann Machine to model the generative probability of the top layer. - Junying Hu; Jiang-She Zhang 001; Nannan Ji; Chunxia Zhang 002 (Neurocomputing, 2017)

Application of extended Dempster-Shafer theory of evidence in accident probability estimation for dangerous goods transportation. - Yee Leung; Rongrong Li; Nannan Ji (J. Geogr. Syst., 2017)

A new regularized restricted Boltzmann machine based on class preserving. - Junying Hu; Jiang-She Zhang 001; Nannan Ji; Chunxia Zhang 002 (Knowl. Based Syst., 2017)

An effective hierarchical extreme learning machine based multimodal fusion framework. - Fang Du; Jiangshe Zhang 001; Nannan Ji; Guang Shi; Chunxia Zhang 002 (Neurocomputing, 2018)

A new variant of restricted Boltzmann machine with horizontal connections. - Guang Shi; Jiangshe Zhang 001; Nannan Ji; Changpeng Wang (Neural Comput. Appl., 2019)

Discriminative Representation Learning with Supervised Auto-encoder. - Fang Du; Jiangshe Zhang 001; Nannan Ji; Junying Hu; Chunxia Zhang 002 (Neural Process. Lett., 2019)

SAR image change detection based on Gabor wavelets and convolutional wavelet neural networks. - Wen Yi; Shijie Wang; Nannan Ji; Changpeng Wang; Yuzhu Xiao; Xueli Song (Multim. Tools Appl., 2023)

Robust two-phase registration method for three-dimensional point set under the Bayesian mixture framework. - Lijuan Yang; Nannan Ji; Changpeng Wang; Tianjun Wu; Fuxiao Li (Int. J. Mach. Learn. Cybern., 2023)

Correction to: robust two-phase registration method for three-dimensional point set under the bayesian mixture framework. - Lijuan Yang; Nannan Ji; Changpeng Wang; Tianjun Wu; Fuxiao Li (Int. J. Mach. Learn. Cybern., 2023)