Selected Papers

2023

179. Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li, SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation, Proceedings of the 40th International Conference on Machine Learning (ICML'23), pp. 23033-23044.  

178. Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng: SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. KDD 2023: 4595-4604

177. Yanyong Huang, Zongxin Shen, Yuxin Cai, Xiuwen Yi, Dongjie Wang, Fengmao Lv, Tianrui Li, C2IMUFS: Complementary and Consensus Learning-based Incomplete Multi-view Unsupervised Feature Selection, IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2023.3266595, 2023

176. Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang, Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction, IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2023.3269771, 2023

175. Fei Teng, Yiming Liu, Tianrui Li, Yi Zhang, Shuangqing Li, Yue Zhao, A review on deep neural networks for ICD coding, IEEE Transactions on Knowledge and Data Engineering, 35(5): 4357-4375, 2023

174. Wei Huang, Jia Liu, Tianrui Li, Tianqiang Huang, Shenggong Ji, Jihong Wan, FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework, IEEE Transactions on Knowledge and Data Engineering, 35(4): 3912-3924, 2023

173. Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang. Urban flow pattern mining based on multi-source heterogeneous data fusion and knowledge graph embedding. IEEE Transactions on Knowledge and Data Engineering, 35(2): 2133-2146, 2023.

172. Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang, Cross-domain knowledge graph chiasmal embedding for multi-domain item-item recommendation, IEEE Transactions on Knowledge and Data Engineering, 35(5): 4621-4633 (2023)

171. Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi, Spark Rough Hypercuboid Approach for Scalable Feature Selection, IEEE Transactions on Knowledge and Data Engineering, 35(3): 3130-3144, 2023 (入选ESI高被引论文)

170. Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng, Shortening passengers' travel time: A dynamic metro train scheduling approach using deep reinforcement learning, IEEE Transactions on Knowledge and Data Engineering, 35(5): 5282-5295, 2023

169. Zhipeng Luo, Yazhou He, Yanbing Xue, Hongjun Wang, Milos Hauskrecht, Tianrui Li, Hierarchical Active Learning With Qualitative Feedback on Regions, IEEE Transactions on Human-Machine Systems, DOI:  10.1109/THMS.2023.3252815, 2023

168. Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi, RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection, IEEE Transactions on Parallel and Distributed Systems, DOI: 10.1109/TPDS.2023.3265974, 2023

2022

167. Jielei Chu, Jing Liu, Hongjun Wang, Hua Meng, Zhiguo Gong and Tianrui Li, Micro-supervised Disturbance Learning: A Perspective of Representation Probability Distribution, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, DOI:10.1109/TPAMI.2022.3225461

166. Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li and Yu Zheng, TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores, Proceedings of the 38th IEEE International Conference on Data Engineering (ICDE 2022), 2022.

165. Tao Liang, Guosheng Lin, Mingyang Wan, Tianrui Li, Guojun Ma, Fengmao Lv: Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022): 15471-15480, 2022

164. Binbin Sang, Hongmei Chen, Lei Yang, Tianrui Li, Weihua Xu: Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets. IEEE Trans. Fuzzy Syst. 30(6): 1683-1697 (2022, 入选ESI高被引论文)

163. Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du: A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data. Inf. Fusion 80: 87-103 (2022)

162. Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang: Fairness and accuracy in horizontal federated learning. Inf. Sci. 589: 170-185 (2022)

161. Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng: Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022)

160. Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng: Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Transactions on Knowledge and Data Engineering, 34(12): 5796-5808 (2022)

2013-2021

159. Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng. Deep Air Quality Forecasting Using Hybrid Deep Learning Framework. IEEE Transactions on Knowledge and Data Engineering, 2021, 33 (6): 2412-2424 (SCI, EI, 中国计算机学会A类期刊，入选ESI高被引论文，2021-09)

158. Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu: Multi-source information fusion based on rough set theory: A review. Inf. Fusion 68: 85-117 (2021，入选ESI高被引论文)

157. Wei Huang, Tianrui Li, Jia Liu, Peng Xie, Shengdong Du, Fei Teng: An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability. Inf. Fusion 75: 28-40 (2021)

156. Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng: Multivariate time series forecasting via attention-based encoder-decoder framework. Neurocomputing 388: 269-279 (2020)  (入选ESI高被引论文)

155. Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng: Predicting and ranking box office revenue of movies based on big data. Inf. Fusion 60: 25-40 (2020)

154. Zhiguo Long, Hua Meng, Tianrui Li, Sanjiang Li: Compact geometric representation of qualitative directional knowledge. Knowl. Based Syst. 195: 105616 (2020)

153. Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang: Urban flow prediction from spatiotemporal data using machine learning: A survey. Inf. Fusion 59: 1-12 (2020)

152. Bin Wang, Tianrui Li, Zheng Yan, Guangquan Zhang, Jie Lu: DeepPIPE: A distribution-free uncertainty quantification approach for time series forecasting. Neurocomputing 397: 11-19 (2020)

151. Jielei Chu, Hongjun Wang, Jing Liu, Zhiguo Gong and Tianrui Li. Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM. IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2020.3015959, 2020

150. Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang: Urban big data fusion based on deep learning: An overview. Inf. Fusion 53: 123-133 (2020)

149. Shu Wang, Tianrui Li, Chuan Luo, Jie Hu, Hamido Fujita, Tianqiang Huang: A novel approach for efficient updating approximations in dynamic ordered information systems. Inf. Sci. 507: 197-219 (2020)

148. Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Hamido Fujita: Dynamic dominance rough set approach for processing composite ordered data. Knowl. based Syst. 187 (2020)

147. Xin Yang, Tianrui Li, Dun Liu, Hamido Fujita: A temporal-spatial composite sequential approach of three-way granular computing. Inf. Sci. 486: 171-189 (2019) (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

146. Shenggong Ji, Yu Zheng, Wenjun Wang, and Tianrui Li. Real-Time Ambulance Redeployment: A Data-Driven Approach. IEEE TKDE 2019, https://ieeexplore.ieee.org/document/8703064(SCI, EI, 中国计算机学会A类期刊)

145. Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang,Tianrui Li: Learning with Noisy Labels for Sentence-level Sentiment Classification. EMNLP/IJCNLP (1) 2019: 6285-6291

144. Shenggong Ji, Yu Zheng, Zhaoyuan Wang, and Tianrui Li. Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services. WWW 2019: 773-783, https://dl.acm.org/citation.cfm?id=3313464 (中国计算机学会A类会议)

143. Bin Wang, Jie Lu, Zheng Yan, Huaishao Luo, Tianrui Li, Yu Zheng, and Guangquan Zhang. Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting. KDD 2019: 2087-2095 (中国计算机学会A类会议)

142. Shenggong Ji, Yu Zheng, Zhaoyuan Wang, and Tianrui Li. A Deep Reinforcement Learning-Enabled Dynamic Redeployment System for Mobile Ambulances. IMWUT (UbiComp) 3(1): 15:1-15:20, 2019(中国计算机学会A类会议)

141. Huaishao Luo, Tianrui Li, Bing Liu, and Junbo Zhang. DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction. ACL 2019: 591-601 (中国计算机学会A类会议)

140. Huaishao Luo, Tianrui Li, Bing Liu, Bin Wang, and Herwig Unger. Improving aspect term extraction with bidirectional dependency tree representation. IEEE/ACM Transactions on Audio Speech and Language Processing, 27(7): 1201-1212, 2019, https://ieeexplore.ieee.org/document/8698340  (SCI, EI, 中国计算机学会B类期刊)

139. Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng: CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach. CIKM 2019: 2665-2671

138. Shu Wang, Tianrui Li, Chuan Luo, Hongmei Chen, Hamido Fujita, Domain-wise approaches for updating approximations with multi-dimensional variation of ordered information systems, Information Sciences, 478: 100-124, 2019 (SCI, EI, 中国计算机学会B类期刊)

137. Shudong Huang, Peng Zhao, Yazhou Ren, Tianrui Li, Zenglin Xu, Self-paced and soft-weighted nonnegative matrix factorization for data representation, Knowledge-Based Systems, 164: 29-37, 2019 (SCI, EI, 中国计算机学会C类期刊)

136. Yiling Zhang, Yan Yang, Tianrui Li, Hamido Fujita, A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE, Knowledge-Based Systems, 163: 776-786, 2019(SCI, EI, 中国计算机学会C类期刊，入选ESI高被引论文)

135. Wenting Ye, Hongjun Wang, Shan Yan, Tianrui Li, Yan Yang, Nonnegative matrix factorization for clustering ensemble based on dark knowledge, Knowledge-Based Systems, 163: 624-631, 2019(SCI, EI, 中国计算机学会C类期刊)

134. Chuan Luo, Tianrui Li, Yanyong Huang, Hamido Fujita, Updating three-way decisions in incomplete multi-scale information systems, Information Sciences, 476: 274-289, 2019 (SCI, EI, 中国计算机学会B类期刊，入选ESI热点论文和ESI高被引论文)

133. Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu, A sequential three-way approach to multi-class decision, International Journal of Approximate Reasoning, 104: 108-125, 2019 (SCI, EI, 中国计算机学会C类期刊，入选ESI热点论文和ESI高被引论文)

132. Ping-Juei Liu, Shi-Jinn Horng, Jzau-Sheng Lin, Tianrui Li, Contrast in Haze Removal: Configurable Contrast Enhancement Model Based on Dark Channel Prior, IEEE Transactions on Image Processing, 28(5): 2212-2227, 2019 (SCI, EI, 中国计算机学会A类期刊)

131. Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li: Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints. IEEE Transactions on Cybernetics, 49(12): 4321-4334, 2019 (SCI, EI, 中国计算机学会B类期刊)

130. Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen and Bing Liu. Reconstruction of hidden representation for robust feature extraction. ACM Transactions on Intelligent Systems and Technology, 10(2): 18:1-18:24 (2019) (SCI, EI)

129. Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Dynamic Fusion of Multi-source Interval-valued Data by Fuzzy Granulation, IEEE Transactions on Fuzzy Systems, accept, 2018(SCI, EI, 中国计算机学会B类期刊)

128. Yan Yang, Fei Teng, Tianrui Li, Hao Wang, Hongjun Wang, Qi Zhang: Parallel Semi-Supervised Multi-Ant Colonies Clustering Ensemble Based on MapReduce Methodology. IEEE Trans. Cloud Computing 6(3): 857-867 (2018)

127. Haiqing Zhang, Daiwei Li, Tao Wang, Tianrui Li, Xi Yu, Abdelaziz Bouras: Hesitant extension of fuzzy-rough set to address uncertainty in classification. Journal of Intelligent and Fuzzy Systems 34(4): 2535-2550 (2018)(SCI, EI)

126. Bo Peng, Macmillan Simfukwe, Tianrui Li, Region-based image segmentation evaluation via perceptual pooling strategies. Machine Vision and Applications, 29(3): 477-488 (2018)(SCI, EI)

125. Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng, Deep Distributed Fusion Network for Air Quality Prediction, KDD2018, 965-973, 2018(中国计算机学会A类会议)

124. Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li, Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks, Artificial Intelligence, 259: 147-166, 2018(SCI, EI, 中国计算机学会A类期刊, 入选ESI高被引论文)

123. Ji Xu, Guoyin Wang, Tianrui Li, Pedrycz Witold, Local-Density-Based Optimal Granulation and Manifold Information Granule Description, IEEE Transactions on Cybernetics, 48(10): 2795-2808 (2018)(SCI, EI, 中国计算机学会B类期刊)

122. Shudong Huang, Hongjun Wang, Tao Li, Tianrui Li, Zenglin Xu, Robust graph regularized nonnegative matrix factorization for clustering. Data Mining and Knowledge Discovery, 32(2): 483-503 (2018)(SCI, EI, 中国计算机学会B类期刊)

121. Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi, Incremental rough set approach for hierarchical multicriteria classification. Information Sciences, 429: 72-87 (2018)(SCI, EI, 中国计算机学会B类期刊)

120. Zeng Yu, Tianrui Li, Guangchun Luo, H. Fujita, Ning. Yu and Yi Pan, Convolutional networks with cross-layer neurons for image recognition, Information Sciences, 433–434: 241–254, 2018(SCI, EI, 中国计算机学会B类期刊)

119. Yunge Jing, Tianrui Li, Hamido Fujita, Baoli Wang, Ni Cheng, An incremental attribute reduction method for dynamic data mining. Information Sciences, 465: 202-218 (2018)(SCI, EI, 中国计算机学会B类期刊)

118. Xin Yang, Tianrui Li, Dun Liu, Hongmei Chen, Chuan Luo, A unified framework of dynamic three-way probabilistic rough sets, Information Sciences,420: 126-147 (2017).(SCI, EI, 中国计算机学会B类期刊)

117. Huanlai Xing, Zhaoyuan Wang, Tianrui Li, Hui Li, Rong Qu, An improved MOEA/D algorithm for multi-objective multicast routing with network coding. Applied Soft Computing, 59: 88-103 (2017)(SCI, EI)

116. Yunge Jing, Tianrui Li, Junfu Huang, Hongmei Chen, Shi-Jinn Horng, A Group Incremental Reduction Algorithm with Varying Data Values. International Journal of Intelligent Systems, 32(9): 900-925 (2017) (SCI, EI, 中国计算机学会C类类期刊)

115. Yunge Jing, Tianrui Li, Hamido Fujita, Zeng Yu, Bin Wang, An incremental attribute reduction approach based on knowledge granularity with a multi-granulation view. Inf. Sci. 411: 23-38 (2017)(SCI, EI, 中国计算机学会B类期刊)

114. Chuan Luo, Tianrui Li, Yiyu Yao, Dynamic probabilistic rough sets with incomplete data. Inf. Sci. 417: 39-54 (2017)(SCI, EI, 中国计算机学会B类期刊)

113. Jie Hu, Tianrui Li, Chuan Luo, Hamido Fujita, Yan Yang, Incremental fuzzy cluster ensemble learning based on rough set theory. Knowl.-Based Syst. 132: 144-155 (2017)(SCI, EI, 中国计算机学会C类期刊)

112. Xin Yang, Tianrui Li, Hamido Fujita, Dun Liu, Yiyu Yao, A unified model of sequential three-way decisions and multilevel incremental processing. Knowl.-Based Syst. 134: 172-188 (2017)(SCI, EI, 中国计算机学会C类期刊)

111. Shiang-Feng Tzeng, Shi-Jinn Horng, Tianrui Li, Xian Wang, Po-Hsian Huang, Muhammad Khurram Khan, Enhancing Security and Privacy for Identity-Based Batch Verification Scheme in VANETs. IEEE Trans. Vehicular Technology 66(4): 3235-3248 (2017)(SCI, EI)

110. Zeng Yu, Tianrui Li, Shi-Jinn Horng, Yi Pan, Hongjun Wang, Yunge Jing, An Iterative Locally Auto-Weighted Least Squares Method for Microarray Missing Value Estimation, IEEE Transaction on Nanobioscience, 16(1): 21-33, 2017(SCI, EI)

109. Fei Teng, Lei Yu, Tianrui Li, Danting Deng, Frédéric Magoulès, Energy efficiency of VM consolidation in IaaS clouds. The Journal of Supercomputing 73(2): 782-809, 2017(SCI, EI, 中国计算机学会C类期刊)

108. Yanyong Huang, Tianrui Li,  Chuan Luo, Hamido Fujita, Shi-jinn Horng, Dynamic variable precision rough set approach for probabilistic set-valued information systems, Knowledge-Based Systems, 122: 131-147, 2017, DOI: 10.1016/j.knosys.2017.02.002 (SCI, EI, 中国计算机学会C类期刊)

107. Ji Xu, Guoyin Wang, Tianrui Li, Weihui Deng, Guanglei Gou, Fat node leading tree for data stream clustering with density peaks, Knowledge-Based Systems, 120: 99-117, 2017(SCI, EI, 中国计算机学会C类期刊)

106. Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Matrix-based dynamic updating rough fuzzy approximations for data mining, Knowledge-Based Systems, 119: 273-283, 2017, DOI: 10.1016/j.knosys.2016.12.015 (SCI, EI, 中国计算机学会C类期刊)

105. Yu-Chien Ko, Hamido Fujita, Tianrui Li, An evidential analysis of Altman Z-score for financial predictions: Case study on solar energy companies, Applied Soft Computing, 52: 748-759, 2017(SCI, EI)

104. Anping Zeng, Tianrui Li, Jie Hu, Hongmei Chen, Chuan Luo, Dynamical updating fuzzy rough approximations for hybrid data under the variation of attribute values, Information Sciences, 378: 363-388, 2017 DOI: 10.1016/j.ins.2016.07.056 (SCI, EI, 中国计算机学会B类期刊)，入选ESI高被引论文)

103. Jie Hu, Tianrui Li,  Chuan Luo, Hamido Fujita, Shaoyong Li, Incremental fuzzy probabilistic rough sets over two universes, International Journal of Approximate Reasoning, 81: 28-48, 2017 DOI/10.1016/j.ijar.2016.11.002 (SCI, EI, 中国计算机学会C类期刊，入选ESI高被引论文)

102. Wei Quan, Tianrui Li, Shibin Gao, Jim X. Chen, Visual tracking with multiple Hough detectors. Image and Vision Computing, 66: 15-25 (2017)(SCI, EI, 中国计算机学会C类期刊)

101. Tianrui Li, Ruan Da, Shen Yongjun, Elke Hermans, Geert Wets, A new weighting approach based on rough set theory and granular computing for road safety indicator analysis, Computational Intelligence, 32(4): 517-534, 2016, DOI:10.1111/coin.12061 (SCI, EI, 中国计算机学会C类期刊)

100. Hongmei Chen, Tianrui Li, Yong Cai, Chuan Luo, Hamido Fujita, Parallel attribute reduction in dominance-based neighborhood rough set, Information Sciences, 373: 351-368, 2016 (SCI, EI, 中国计算机学会B类期刊)

99. Yingying Zhang, Tianrui Li, Chuan Luo, Junbo Zhang, Hongmei Chen, Incremental Updating of Rough Approximations in Interval-valued Information Systems under Attribute Generalization, Information Sciences. 373: 461-475, 2016  (SCI, EI, 中国计算机学会B类期刊)

98. Shu Wang, Tianrui Li, Chuan Luo, Hamido Fujita, Efficient updating rough approximations with multi-dimensional variation of ordered data, Information Sciences, 372: 690-708, 2016 (SCI, EI, 中国计算机学会B类期刊)

97. Shenggong Ji, Yu Zheng, Tianrui Li, Urban Sensing Based on Human Mobility, UbiComp 2016 (中国计算机学会A类会议)

96. Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li, ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data. IJCAI 2016: 2704-2710(中国计算机学会A类会议)

95. Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi, Efficient updating of probabilistic approximations with incremental objects, Knowledge-Based Systems, 109: 71-83, 2016, DOI: 10.1016/j.knosys.2016.06.025(SCI, EI, 中国计算机学会C类期刊)

94. Yunge Jing, Tianrui Li, Junfu Huang, Yingying Zhang, An incremental attribute reduction approach based on knowledge granularity under the attribute generalization, International Journal of Approximate Reasoning, 76: 80-95, 2016(SCI, EI, 中国计算机学会C类期刊)

93. Yunge Jing, Tianrui Li, Chuan Luo, Shi-Jinn Horng, Guoyin Wang, Zeng Yu, An incremental approach for attribute reduction based on knowledge granularity, Knowledge-based Systems, 104: 23-48, 2016 (SCI, EI, 中国计算机学会C类期刊)

92. Jun Luo, Hongjun Wang, Xun Gong, Tianrui Li, A Novel Role-based Access Control Model in Cloud Environments, International Journal of Computational Intelligence Systems, 9(1): 1-9, 2016 (SCI, EI)

91. Chuan Luo, Tianrui Li, Zhang Yi, Hamido Fujita, Matrix approach to decision-theoretic rough sets for evolving data , Knowledge-Based Systems, 99: 123-134, 2016 (SCI, EI, 中国计算机学会B类期刊)

90. Shiang-Feng Tzeng, Shi-Jinn Horng, Tianrui Li, Xian Wang, Po-Hsian Huang, and Muhmmad Khurram Khan, Enhancing Security and Privacy for Identity-based Batch Verification Scheme in VANET, IEEE Transactions on Vehicular Technology, DOI:10.1109/TVT.2015.2406877, 2015

89. Hao Wang, Yan Yang, Tianrui Li, Multi-view Clustering via Concept Factorization with Local Manifold Regularization. ICDM 2016: 1245-1250(中国计算机学会B类会议)

88. Shudong Huang, Hongjun Wang, Tao Li, Yan Yang, Tianrui Li, Constraint Co-Projections for Semi-Supervised Co-Clustering, IEEE Transactions on Cybernetics, 46(12): 3047-3058, 2016 DOI: 10.1109/TCYB.2015.2496174 (SCI, EI, 中国计算机学会B类期刊)

87. Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan, A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization, IEEE Transactions on Evolutionary Computation, 20(3): 325-342, 2016 (SCI, EI, 中国计算机学会B类期刊)

86. Junbo Zhang, Yun Zhu, Yi Pan, Tianrui Li, Efficient Parallel Boolean Matrix Based Algorithms for Computing Composite Rough Set Approximations, Information Sciences, 329: 287-302, 2016 (SCI, EI, 中国计算机学会B类期刊)

85. Wenchao Xiao, Yan Yang, Hongjun Wang, Tianrui Li, Huanlai Xing, Semi-supervised hierarchical clustering ensemble and its application. Neurocomputing 173: 1362-1376, 2016 (SCI, EI, 中国计算机学会C类期刊)

84. Jie Hu, Tianrui Li, Hongjun Wang, Hamido Fujita, Hierarchical cluster ensemble model based on knowledge granulation, Knowledge-based Systems, 91: 179-188, 2016, DOI:10.1016/j.knosys.2015.10.006 (SCI, EI, 中国计算机学会C类期刊，入选ESI高被引论文)

83. Tianrui Li, Jie Lu, Luis Martinez Lopez, Preface: Intelligent Techniques for Data Science, International Journal of Intelligent Systems, 30(8): 851-853, 2015 (SCI, EI, 中国计算机学会C类期刊)

82. Yu Zheng, Xiuwen Yi, Ming Li, Ruiyuan Li, Zhangqing Shan, Eric Chang, Tianrui Li. Forecasting Fine-Grained Air Quality Based on Big Data. Proceeding of the 21th SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2015) (EI, 中国计算机学会A类会议)

81. Jue Wu, Lei Yang, Tianrui Li, Changjiang Zhang, Zhihui Li, Rule-based fuzzy classifier based on quantum ant optimization algorithm. Journal of Intelligent and Fuzzy Systems 29(6): 2365-2371, 2015

80. Jie Hu, Tianrui Li, Reversible steganography using extended image interpolation technique, Computers & Electrical Engineering, DOI:10.1016/j.compeleceng.2015.04.014, 2015 (SCI, EI)

79. Shudong Huang, Hongjun Wang, Dingcheng Li, Yan Yang, Tianrui Li, Spectral co-clustering ensemble, Knowledge-based Systems, 84: 46-55, 2015 (SCI, EI, 中国计算机学会C类期刊)

78. Shi-Jinn Horng, Shiang-Feng Tzeng, Po-Hsian Huang, Xian Wang,Tianrui Li, Muhammad Khurram Khan, An efficient certificateless aggregate signature with conditional privacy-preserving for vehicular sensor networks, Information Sciences, 317: 48-66, 2015 (SCI, EI, 中国计算机学会B类期刊)

77. Shaoyong Li, Tianrui Li, Zhixue Zhang, Hongmei Chen, Junbo Zhang, Parallel Computing of Approximations in Dominance-based Rough Sets Approach, Knowledge-based Systems, 87: 102-111, 2015 (SCI, EI, 中国计算机学会C类期刊)

76. Jie Hu, Tianrui Li, Hongmei Chen, Anping Zeng, An Incremental Learning Approach for Updating Approximations in Rough Set Model over Dual Universes, International Journal of Intelligent Systems, 30(8): 923-947, 2015 (SCI, EI, 中国计算机学会C类期刊)

75. Shaoyong Li, Tianrui Li, Hu Jie, Update of Approximations in Composite Information Systems, Knowledge-based Systems, 83: 138-148, 2015 (SCI, EI, 中国计算机学会C类期刊)

74. Junbo Zhang, Jian-Syuan Wong, Yi Pan, Tianrui Li, A parallel matrix-based method for computing approximations in incomplete information systems, IEEE Transactions on Knowledge and Data Engineering, 27(2): 326-339, 2015, DOI:10.1109/TKDE.2014.2330821 (SCI, EI, 中国计算机学会A类期刊)

73. Chuan Luo, Tianrui Li, Hongmei Chen, Lixia Lu, Fast algorithms for computing rough approximations in set-valued decision systems while updating criteria values, Information Sciences, 299: 221-242, 2015, DOI:10.1016/j.ins.2014.12.029 (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

72. Hongmei Chen, Tianrui Li, Chuan Luo, Shi-Jinn Horng and Guoyin Wang. A decision-theoretic rough set approach for dynamic data mining. IEEE Transactions on Fuzzy Systems, 23(6): 1958-1970, 2015 DOI: 10.1109/TFUZZ.2014.2387877. (SCI, EI, 中国计算机学会B类期刊，入选ESI热点论文)

71. Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang, Mehtab Afzal, Semi-Supervised Evolutionary Ensembles for Web Video Categorization, Knowledge-based Systems, 76: 53-66, 2015, DOI: 10.1016/j.knosys.2014.11.030 (SCI, EI, 中国计算机学会C类期刊)

70. Anping Zeng, Tianrui Li, Dun Liu, Junbo Zhang, Hongmei Chen, A Fuzzy Rough Set Approach for Incremental Feature Selection on Hybrid Information Systems, Fuzzy Sets and Systems, 258: 39-60, 2015, DOI:10.1016/j.fss.2014.08.014. (SCI, 中国计算机学会C类期刊)

69. Dun Liu, Tianrui Li, Junbo Zhang, Incremental Updating Approximations in Probabilistic Rough Sets under the Variation of Attributes. Knowledge-based Systems, 73: 81-96, 2015 (SCI, EI, 中国计算机学会C类期刊，入选ESI高被引论文)

68. Shaoyong Li, Tianrui Li, Incremental Update of Approximations in Dominance-based Rough Sets Approach under the Variation of Attribute Values, Information Sciences, 294: 348-361, 2015 (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

67. Fei Teng, Magoules Frederic, Lei Yu, Tianrui Li, A novel real-time scheduling algorithm and performance analysis of a MapReduce-based cloud, Journal of Supercomputing, 2014, 69(2): 739-765. (SCI, 中国计算机学会C类期刊)

66. Xi'ao Ma, Guoyin Wang, Hong Yu, Tianrui Li. Decision region distribution preservation reduction in decision-theoretic rough set model. Information Sciences, 2014, 278: 614-640.(SCI, EI, 中国计算机学会B类期刊，入选ESI热点论文和高被引论文)

65. Dun Liu, Tianrui Li. Extended probabilistic rough sets under a strict dominance relation. Journal of Multiple-Valued Logic and Soft Computing, 2014, 22, 387-408.(SCI, EI)

64. Dun Liu, Tianrui Li, Junbo Zhang, A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems. International Journal of Approximate Reasoning, 55(8): 1764-1786, 2014. (SCI, EI, 中国计算机学会B类期刊)

63. Hongmei Chen, Tianrui Li, Chuan Luo, Shi-Jinn Horng and Guoyin Wang. A rough set-based method for updating decision rules on attribute values' coarsening and refining, IEEE Transactions on Knowledge and Data Engineering, 26(12): 2886-2899, 2014, DOI:10.1109/TKDE.2014.2320740 (SCI, EI, 中国计算机学会A类期刊)

62. Junbo Zhang, Tianrui Li, Yi Pan, Chuan Luo and Fei Teng. A Parallel and Incremental Algorithm for Updating Knowledge Based on Rough Sets in Cloud Computing Platform, Journal of Software (软件学报), 2014, DOI:10.13328/j.cnki.jos.004590 (EI)

61. Anping Zeng, Tianrui Li, Junbo Zhang, Hongmei Chen, Incremental Maintenance of Rough Fuzzy Set Approximations under the Variation of Object Set, Fundamenta Informaticae, 2014, 132(3): 401-422. (SCI, 中国计算机学会C类期刊)

60. Chuan Luo, Tianrui Li, Hongmei Chen, Dynamic Maintenance of Approximations in Set-valued Ordered Decision Systems under the Attribute Generalization. Information Sciences, 257: 210-228, 2014. (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

59. Junbo Zhang, Tianrui Li, Hongmei Chen, Composite rough sets for dynamic data mining. Information Sciences, 257: 81-100, 2014. (SCI, EI, 中国计算机学会B类期刊，入选ESI热点论文和高被引论文)

58. Dun Liu, Tianrui Li, Decui Liang. Incorporating logistic regression to decision-theoretic rough sets for classifications. International Journal of Approximate Reasoning, 55(1): 197-210, 2014 (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

57. Zia-ur Rehman Muhammad, Tianrui Li, Yan Yang, Hongjun Wang, Hyper-Ellipsoidal Clustering Technique for Evolving Data Stream. Knowledge-based Systems, 70: 3-14, 2014, DOI: 10.1016/j.knosys.2013.11.022 (SCI, EI, 中国计算机学会C类期刊)

56. Junbo Zhang, Jian-Syuan Wong, Tianrui Li, Yi Pan, A Comparison of Parallel Large-scale Knowledge Acquisition using Rough Set Theory on Different MapReduce Runtime Systems. International Journal of Approximate Reasoning, 55(3): 896-907, 2014. (SCI, EI, 中国计算机学会B类期刊，入选ESI高被引论文)

55. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Constraint Neighborhood Projections for Semi-supervised Clustering. IEEE Transactions on Cybernetics, 44(5): 636-643, 2014. (SCI, EI, 中国计算机学会B类期刊)

54. Shi-Jinn Horng, Farfoura Mahmoud E., Pingzhi Fan, Xian Wang, Tianrui Li, Guo Jing-Ming, A low cost fragile watermarking scheme in H.264/AVC compressed domain, Multimedia Tools and Applications, 2014, 72(3): 2469-2495. (SCI, EI, 中国计算机学会C类期刊)

53. Haiquan Zhao, Shibin Gao, Zhengyou He, Xiangping Zeng, Weidong Jin and Tianrui Li. Identification of nonlinear dynamic system using a novel recurrent wavelet neural network-based the pipelined architecture, IEEE Transactions on Industrial Electronics, 2014, 61(8): 4171-4182.(SCI, EI, 中国计算机学会A类期刊)

52. Hongmei Chen, Tianrui Li, Da Ruan, Jianhui Lin, Chengxiang Hu, A rough-set based incremental approach for updating approximations under dynamic maintenance environments. IEEE Transactions on Knowledge and Data Engineering, 25(2): 274-284, 2013 http://dx.doi.org/10.1109/TKDE.2011.220. (SCI, EI, 中国计算机学会A类期刊)

51. Shi-Jinn Horng, Xiangfeng Zeng, Yi Pan, Pingzhi Fan, Xian Wang, Tianrui Li, et al. b-SPECS+: Batch Verification for Secure Pseudonymous Authentication in VANET. IEEE Transactions on Information Forensics & Security, 8(11): 1860-1875, 2013. (SCI, EI, 中国计算机学会A类期刊)

50. Tao Liu, Tianrui Li, Yihong Chen, A distributed TDMA-based data gathering scheme for wireless sensor networks, IEICE Transactions on Information and Systems, E96-D(9): 2135-2138, 2013. (SCI, EI)

49. Shi-Jinn Horng, Rosiyadi Didi, Tianrui Li, Takao Terano, Minyi Guo, Khan Muhammad Khurram, A blind image copyright protection scheme for e-government, Journal of Visual Communication and Image Representation, 24(7): 1099-1105, 2013. (SCI, EI, 中国计算机学会C类期刊)

48. Haiquan Zhao, Xiangping Zeng, Zhengyou He, Tianrui Li, Weidong Jin, Nonlinear adaptive filter-based simplified bilinear model for multichannel active control of nonlinear noise processes. Applied Acoustics, 74(12): 1414-1421, 2013. (SCI, EI)

47. Shi-Jinn Horng, Hsu Ling-Yuan, Tianrui Li, Shaojie Qiao, Xun Gong, Chou Hsien-Hsin, Khan Muhammad Khurram, Using sorted switching median filter to remove high-density impulse noises. Journal of Visual Communication and Image Representation, 24(7): 956-967, 2013. (SCI, EI, 中国计算机学会C类期刊)

46. Shi-Jinn Horng, Tzeng Shiang-Feng, Pingzhi Fan, Xian Wang, Tianrui Li, Khurram Khan Muhammad, Secure convertible undeniable signature scheme using extended Euclidean algorithm without random oracles, KSII Transactions on Internet and Information Systems, 7(6): 1512-1532, 2013. (SCI, EI)

45. Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu, Incremental Approaches for Updating Approximations in Set-valued Ordered Information Systems. Knowledge-Based Systems, 50: 218-233, 2013. (SCI, EI, 中国计算机学会C类期刊)

44. Shaoyong Li, Tianrui Li, Dun Liu, Dynamic Maintenance of Approximations in Dominance-based Rough Set Approach under the Variation of the Object Set, International Journal of Intelligent Systems, 28(8): 729-751, 2013 (SCI, EI, 中国计算机学会C类期刊)

43. Bo Peng, Tianrui Li, A Probabilistic Measure for Quantitative Evaluation of Image Segmentation. IEEE Signal Processing Letters, 20(7): 689-692, 2013 (SCI, EI, 中国计算机学会C类期刊)

42. Xiangping Zeng, Haiquan Zhao, Weidong Jin, Zhengyou He, Tianrui Li, Identification of nonlinear dynamic systems using convex combinations of multiple adaptive radius basis function networks, Measurement: Journal of the International Measurement Confederation, 46(1): 628-638, 2013. (SCI, EI)

41. Haiquan Zhao, Xiangping Zeng, Zhengyou He, Tianrui Li, Adaptive RSOV filter using the FELMS algorithm for nonlinear active noise control systems, Mechanical Systems and Signal Processing, 34(1-2): 378-392, 2013. (SCI, EI)

40. Junbo Zhang, Xiang Dong, Tianrui Li, Yi Pan, M2M: A Simple Matlab-to-MapReduce Translator for Cloud, Tsinghua Science and Technology, 18(1): 1-9, 2013. (EI)

39. Shaoyong Li, Tianrui Li, Dun Liu, Incremental Updating Approximations in Dominance-Based Rough Sets Approach under the Variation of the Attribute Set, Knowledge-based Systems, 40: 17-26, 2013, http://dx.doi.org/10.1016/j.knosys.2012.11.002. (SCI, EI, 中国计算机学会C类期刊,入选ESI高被引论文)

38. Tianrui Li, Fuzziness in Systems Modelling, International Journal of General Systems, 42(1): 1-2, 2013. (SCI, EI)

37. Yan Yang, Tonny Rutayisire, Chao Lin, Tianrui Li, Fei Teng, An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework, Fundamenta Informaticae, 126: 301-318, 2013. (SCI, 中国计算机学会C类期刊)

2002-2012

36. Tianrui Li, Pawan Lingras, Yuefeng Li, Joseph Herbert, Computational Intelligence in Decision Making, International Journal of Computational Intelligence Systems, 4(1): i-ii, 2011. (SCI, EI)

35. Tianrui Li, Guoyin Wang, Computational Intelligence in Knowledge Technology, International Journal of Computational Intelligence Systems, 2(4): 312-313, 2009. (SCI, EI)

34. Tianrui Li, Yang Xu, Computational Intelligence in Knowledge Engineering, International Journal of Computational Intelligence Systems, 1(3): 202-203, 2008. (SCI, EI)

33. Tianrui Li, Da Ruan, Geert Wets, Jing Song, Yang Xu, A Rough Sets based Characteristic Relation Approach for Dynamic Attribute Generalization in Data Mining, Knowledge-based Systems, 20(5): 485-494, 2007 (SCI, EI, 中国计算机学会C类期刊)

32. Tianrui Li, Da Ruan, An extended process model of knowledge discovery in database, Journal of Enterprise Information Management, 20(2), 169-177, 2007.

31. Jie Lu, Tianrui Li, Special Issue on Computational Intelligence for Policy Making and Risk Governance: A Tribute to Professor Dr Da Ruan, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20: VII-VIII, 2012 (SCI, EI, 中国计算机学会C类期刊)

30. Guangquan Zhang, Yang Xu, Tianrui Li, A special issue on new trends in Intelligent Decision Support Systems, Knowledge-based Systems, 32: 1-2, 2012 (SCI, EI, 中国计算机学会C类期刊)

29. Hongmei Chen, Tianrui Li, Da Ruan, Maintenance of approximations in incomplete ordered decision systems while attribute values coarsening or refining. Knowledge-based Systems, 31: 140-161, 2012 (SCI, EI, 中国计算机学会C类期刊)

28. Hongmei Chen, Tianrui Li, Da Ruan, Dynamic maintenance of approximations under a rough-set based variable precision limited tolerance relation. Journal of Multiple Valued Logic and Soft Computing, 18(5-6): 577-598, 2012. (SCI)

27. Junbo Zhang, Tianrui Li, Da Ruan, et al. A parallel method for computing rough set approximations. Information Sciences, 194: 209-223, 2012. http://dx.doi.org/10.1016/j.ins.2011.12.036(SCI, EI, 中国计算机学会B类期刊)

26. Junbo Zhang, Tianrui Li, Da Ruan, et al. Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems, International Journal of Approximate Reasoning, 53(4): 620-635, 2012, http://dx.doi.org/10.1016/j.ijar.2012.01.001. (SCI, EI, 中国计算机学会B类期刊)

25. Junbo Zhang, Tianrui Li, Da Ruan, Dun Liu, Neighborhood Rough Sets for Dynamic Data Mining, International Journal of Intelligent Systems, 27: 317-342, 2012. (SCI, EI, 中国计算机学会C类期刊)

24. Shaojie Qiao, Tianrui Li, Li Hong, et al, A new block modeling based hierarchical clustering algorithm, Engineering Applications of Artificial Intelligence, 2012.http://dx.doi.org/10.1016/j.engappai.2012.01.003. (SCI, EI, 中国计算机学会C类期刊)

23. Shaojie Qiao, Tianrui Li, Yan Yang, et al, Managing uncertainty in web-based social networks, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20: 147-158, 2012(SCI, EI, 中国计算机学会C类期刊)

22. Yan Yang, Wei Tan, Tianrui Li, et al, Consensus clustering based on constrained self-organizing map and improved Cop-Kmeans ensemble in intelligent decision support systems, Knowledge-based Systems, 32: 101-115, 2012 (SCI, EI, 中国计算机学会C类期刊)

21. Zhengjiang Wu, Tianrui Li, Keyun Qin, Da Ruan, Approximation Operators, Binary Relation and Basis Algebra in L-fuzzy Rough Sets, Fundamenta Informaticae, 111(1): 47-63, 2011. (SCI, EI, 中国计算机学会C类期刊)

20. Xun Gong, Guoyin Wang, Li Xinxin, Tianrui Li, A statistical two-step method for 3D face reconstruction from a single image, Chinese Journal of Electronics, 20(4): 671-675, 2011. (SCI, EI)

19. Xun Gong, Yong Yang, Jianhui Lin, Tianrui Li, Expression Detection Based on a Novel Emotion Recognition Method International Journal of Computational Intelligence Systems, 4(1): 44-53, 2011. (SCI)

18. Dun Liu, Tianrui Li, Da Ruan, Junbo Zhang, Incremental learning optimization on knowledge discovery in dynamic business intelligent systems, Journal of Global Optimization, 51(2): 325-344, 2011. (SCI, EI, 中国计算机学会B类期刊)

17. Dun Liu, Yiyu Yao, Tianrui Li, Three-way investment decisions with decision-theoretic rough sets, International Journal of Computational Intelligence Systems, 4(1): 66-74, 2011. (SCI, EI)

16. Dun Liu, Tianrui Li, Da Ruan, Weili Zou. An Incremental Approach for Inducing Knowledge from Dynamic Information Systems. Fundamenta Informaticae, 94(2): 245-260, 2009. (SCI, 中国计算机学会C类期刊)

15. Dun Liu, Tianrui Li, Decui Liang, Three-way government decision analysis with decision-theoretic rough sets, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20: 119-132, 2012(SCI, EI, 中国计算机学会C类期刊)

14. Dun Liu, Tianrui Li, Da Ruan, Probabilistic model criteria with decision-theoretic rough sets, Information Sciences, 181(17): 3709-3722,  2011. (SCI, EI, 中国计算机学会B类期刊, 入选ESI高被引论文)

13. Haiquan Zhao, Xiangping Zeng, Xiaoqiang Zhang, Zhengyou He, Tianrui Li, Jin Weidong, Adaptive Extended Pipelined Second-Order Volterra Filter for Nonlinear Active Noise Controller, IEEE Transactions on Audio Speech and Language Processing, 20(4): 1394-1399, 2012. (SCI, EI, 中国计算机学会B类期刊)

12. Haiquan Zhao, Xiangping Zeng, Zhengyou He and Tianrui Li, Complex-valued pipelined decision feedback recurrent neural network for nonlinear channel equalization, IET Communications, 6: 1082-1096, 2012. (SCI, 中国计算机学会C类期刊)

11. Haiquan Zhao, Xiangping Zeng, Jiashu Zhang, Tianrui Li, Liu Yangguang, Da Ruan, Pipelined functional link artificial recurrent neural network with the decision feedback structure for nonlinear channel equalization, Information Sciences, 181(17): 3677-3692, 2011. (SCI, EI, 中国计算机学会B类期刊)

10. Haiquan Zhao, Xiangping Zeng, Jiashu Zhang, Yangguang Liu, Xiaomin Wang, Tianrui Li, A novel joint-processing adaptive nonlinear equalizer using a modular recurrent neural network for chaotic communication systems, Neural Networks, 24(1): 12-18, 2011. (SCI, 中国计算机学会B类期刊)

9. Haiquan Zhao, Xiangping Zeng, Jiashu Zhang, Tianrui Li, Equalisation of non-linear time-varying channels using a pipelined decision feedback recurrent neural network filter in wireless communication systems, IET Communications, 5(3): 381-395, 2011. (SCI, 中国计算机学会C类期刊)

8. Haiquan Zhao, Xiangping Zeng, Jiashu Zhang, Yangguang Liu, Xiaomin Wang, Tianrui Li, Adaptive non-linear filter using a modular polynomial perceptron, IET Signal Processing, 4(6): 640-649, 2010. (SCI, 中国计算机学会C类期刊)

7. Haiquan Zhao, Xiangping Zeng, Jiashu Zhang, Tianrui Li, Nonlinear Adaptive Equalizer Using a Pipelined Decision Feedback Recurrent Neural Network in Communication Systems, IEEE Transactions on Communications, 58(8): 2193-2198, 2010. (SCI, 中国计算机学会B类期刊)

6. Hongmei Chen, Tianrui Li, Shaojie Qiao, Da Ruan, A rough set based dynamic maintenance approach for approximations in coarsening and refining attribute values, International Journal of Intelligent Systems, 25(10): 1005-1026, 2010. (SCI, EI, 中国计算机学会C类期刊)

5. Shaojie Qiao, Tianrui Li, Jing Peng, Jiangtao Qiu. Parallel Sequential Pattern Mining of Massive Trajectory Data, International Journal of Computational Intelligence Systems, 3(3): 343-356, 2010. (SCI)

4. Jing Song, Tianrui Li, Da Ruan, An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees, Fundamenta Informaticae, 94(2): 261-273, 2009. (SCI, 中国计算机学会C类期刊)

3. Yongjun Shen, Tianrui Li, Hermans Elke, Da Ruan, Wets Geert, Koen Vanhoof, Tom Brijs, A hybrid system of neural networks and rough sets for road safety performance indicators, Soft Computing, 14(12): 1255-1263, 2010. (SCI, EI, 中国计算机学会C类期刊)

2. Lin Feng, Tianrui Li, Da Ruan, Shirong Gou, A vague-rough set approach for uncertain knowledge acquisition, Knowledge-Based Systems, 24(6): 837-843, 2011. (SCI, EI, 中国计算机学会C类期刊)

1. Hongjun Wang, Ruihua Nie, Xingnian Liu, Tianrui Li, Constraint projections for semi-supervised affinity propagation, Knowledge-Based Systems, 36: 315-321, 2012. (SCI, EI, 中国计算机学会C类期刊)

 

Selected Papers in Chinese Journals 

23. 袁钟,陈红梅,王志红,李天瑞.利用混杂核模糊补互信息选择特征[J/OL].计算机研究与发展:1-11[2022-09-29].http://kns.cnki.net/kcms/detail/11.1777.TP.20220818.1522.004.html

22. 赵辉,王红军,彭博,龙治国,李天瑞.基于随机近邻嵌入的判别性特征学习[J].软件学报,2022,33(04):1326-1337.DOI:10.13328/j.cnki.jos.006465.

21. 纪圣塨,郑宇,王诏远,李天瑞.基于前向搜索和投票的移动群智感知动态用户招募方法[J].计算机学报,2021,44(10):1998-2015.

20. 杜圣东,李天瑞,杨燕,王浩,谢鹏,洪西进.一种基于序列到序列时空注意力学习的交通流预测模型[J].计算机研究与发展,2020,57(08):1715-1728.

19. 宁尚明,滕飞,李天瑞.基于多通道自注意力机制的电子病历实体关系抽取[J].计算机学报,2020,43(05):916-929.

18. 高新波,黎铭,李天瑞.非经典条件下的机器学习方法专题前言[J].软件学报,2020,31(04):909-911.

17. 付治,王红军,李天瑞,滕飞,张继.基于k个标记样本的弱监督学习框架[J/OL].软件学报,2020,31(04):981-990. https://doi.org/10.13328/j.cnki.jos.005919.

16. 滕飞,黄齐川,李天瑞,王晨,田春华.大规模时间序列分析框架的研究与实现[J/OL].计算机学报,2019:1-15[2020-05-03].http://kns.cnki.net/kcms/detail/11.1826.TP.20190711.1539.002.html.

15. 乔少杰,韩楠,金澈清,高云君,李天瑞,唐常杰,康健.基于Multi-Agent的分布式文本聚类模型[J].计算机学报,2018,41(08):1709-1721.

14. 乔少杰,韩楠,李天瑞,熊熙,元昌安,黄江涛,王晓腾.一种基于空间编码技术的轨迹特征提取方法[J].中国科学:信息科学,2017,47(11):1523-1537.

13. 乔少杰,韩楠,李天瑞,李荣华,李斌勇,王晓腾,Louis Alberto GUTIERREZ.基于前缀投影技术的大规模轨迹预测模型[J].软件学报,2017,28(11):3043-3057.

12. 褚睿鸿,王红军,杨燕,李天瑞. 基于密度峰值的聚类集成. 自动化学报,2016,42(9):1401-1412

11. 乔少杰,韩楠,金澈清,高云君,李天瑞,唐常杰,康健.基于Multi-agent的分布式文本聚类模型[J/OL].计算机学报,2017:1-13

10. 刘胜久,李天瑞,洪西进,王红军,珠杰, 基于矩阵运算的复杂网络构建方法研究,中国科学：信息科学,46(5): 610-626, 2016.

9. 张钧波,李天瑞,潘毅,罗川,滕飞. 云平台下基于粗糙集的并行增量知识更新算法[J]. 软件学报,2015,05:1064-1078.

8. 乔少杰,李天瑞,韩楠,高云君,元昌安,王晓腾,唐常杰. 大数据环境下移动对象自适应轨迹预测模型[J]. 软件学报,2015,11:2869-2883.

7. 刘韬,李天瑞,谈文蓉,殷锋. 基于分布式与联合优化的无线传感器网络数据汇聚机制[J]. 通信学报,2015,07:18-30.

6. 珠杰,李天瑞,刘胜久. TSRM藏文拼写检查算法[J]. 中文信息学报,2014,03:92-98.

5. 珠杰,李天瑞. 藏文停用词选取与自动处理方法研究[J]. 中文信息学报,2015,02:125-132.

4. 刘胜久,李天瑞,珠杰. Zipf定律与网络信息计量学[J]. 中文信息学报,2015,04:89-94.

3. 王磊,李天瑞,刘清,黎敏. 对象集变化时近似集动态维护的矩阵方法[J]. 计算机研究与发展,2013,09:1992-2004.

2. 龚勋,王国胤,李天瑞,李昕昕,夏冉,冯林. 基于混合能量活动轮廓模型的人脸分割方法[J]. 软件学报,2013,03:623-638.

1. 冯林,王国胤,李天瑞. 连续值属性决策表中的知识获取方法[J]. 电子学报,2009,11:2432-2438.

 

Selected Papers in arXiv

7. Shengdong Du, Tianrui Li, Xun Gong, Zeng Yu, Shi-Jinn Horng, A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning. https://arxiv.org/abs/1803.02099 (2018)

6. Huaishao Luo, Tianrui Li, Bing Liu, Bin Wang, Herwig Unger, Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation. https://arxiv.org/abs/1805.07889 (2018)

5. Zeng Yu, Tianrui Li, Ning Yu, Xun Gong, Ke Chen, Yi Pan, Three-Stream Convolutional Networks for Video-based Person Re-Identification. https://arxiv.org/abs/1712.01652 (2017)

4. Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen, Bing Liu, Reconstruction of Hidden Representation for Robust Feature Extraction. https://arxiv.org/abs/1710.02844 (2017)

3. Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li, Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints, https://arxiv.org/abs/1701.03647(2017)

2. Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li, Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks, https://arxiv.org/abs/1701.02543(2017)

1. Junbo Zhang, Tianrui Li, Yi Pan, Parallel Large-Scale Attribute Reduction on Cloud Systems. https://arxiv.org/abs/1610.01807(2016)

Guest Editors

14. Jun Liu, Tianrui Li, Javier Montero, Special issue on hybrid data and knowledge driven decision making under uncertainty (Hybrid DK for DM), Information Sciences. (SCI, EI)

13.  高新波, 黎铭, 李天瑞, 非经典条件下的机器学习方法专题, 软件学报, 2020 (EI)

12. Shi-Jinn Horng, Tianrui Li, Hong Shen, Architectures, Algorithms, Securities And Programming for Big Data Processing and Deep Learning, Int. J. Ad Hoc and Ubiquitous Computing, 2020. (SCI, EI)

11. Yun Li, Tianrui Li, Javier Montero, Computational Intelligence for Emerging Systems and Applications, International Journal of Computational Intelligence Systems, 2018. (SCI, EI)

10. Hamido Fujita, Tianrui Li, Yiyu Yao, Three-way Decisions and Granular Computing, Knowledge-Based Systems, 2016 (SCI, EI)

9. Tianrui Li, Jie Lu, Luis Martinez Lopez, Intelligent Techniques for Data Science, International Journal of Intelligent Systems, 2015 (SCI, EI)

8. Tianrui Li, Hongmei Chen, JingTao Yao, Hung Son Nguyen, Advances on Rough Sets and Knowledge Technology, Fundamenta Informaticae, 2014 (SCI, EI)

7. Tianrui Li, Yan Yang, JingTao Yao, Hung Son Nguyen, et al, Transactions on Rough Sets, 2014 (EI)

6. Tianrui Li, Fuzziness in Systems Modelling, International Journal of General Systems, 2013 (SCI, EI)

5. Jie Lu, Tianrui Li, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 2012 (SCI, EI)

4. Guangquan Zhang, Yang Xu, Tianrui Li, Knowledge-based Systems, 2012 (SCI, EI)

3. Tianrui Li, Pawan Lingras, Yuefeng Li, Joseph Herbert, International Journal of Computational Intelligence Systems, 2011. (SCI, EI)

2. Tianrui Li, Guoyin Wang, International Journal of Computational Intelligence Systems, 2009. (SCI, EI)

1. Tianrui Li, Yang Xu, International Journal of Computational Intelligence Systems, 2008. (SCI, EI)

 

Books and Edited Books

21. 李天瑞, 李平等, 高速铁路大数据技术，中国铁道出版社, ISBN 978-7-113-28097-0, 2021.06

20. Hung Son Nguyen, Quang-Thuy Ha, Tianrui Li, Malgorzata Przybyla-Kasperek (Eds): Rough Sets - International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018, Proceedings. Lecture Notes in Computer Science 11103, Springer 2018, ISBN 978-3-319-99367-6

19. Hongmei Chen, Shaoyong Li, Chuan Luo, Tianrui Li, Dynamic Knowledge Discovery and Three-way Decisions, Science Press (In Chinese), ISBN 978-7-030-53058-5, 2017.06（陈红梅，李少勇，罗川，李天瑞，动态知识发现与三支决策，科学出版社，2017）

18. Tianrui Li, Chuan Luo, Hongmei Chen, Junbo Zhang, The Principles and Methodologies of Big Data Mining----From the Perspectives of Granular Computing and Rough Sets, Science Press (In Chinese), ISBN 978-7-030-48368-3, 2016.06（李天瑞，罗川，陈红梅，张钧波，大数据挖掘的原理与方法：基于粒计算与粗糙集的视角，科学出版社，2016）

17. Wen Zhenkun, Tianrui Li, Advances in Intelligent Systems and Computing, Foundations of Intelligent Systems, v 277, Springer-verlag, ISBN: 978-3-642-54923-6, 2014

16. Wen Zhenkun, Tianrui Li, Advances in Intelligent Systems and Computing, Knowledge Engineering and Management, v 278, Springer-verlag, ISBN: 978-3-642-54929-8, 2014

15. Wen Zhenkun, Tianrui Li, Advances in Intelligent Systems and Computing, Practical Applications of Intelligent Systems, v 279, Springer-verlag, ISBN: 978-3-642-54926-7, 2014

14. Fuchun Sun, Tianrui Li, Hongbo Li (Eds), Knowledge Engineering and Management, Springer-verlag, ISBN 978-3-642-37832-4, 2014.01

13. Fuchun Sun, Tianrui Li, Li Hongbo (Eds), Foundations and Applications of Intelligent Systems, Springer-verlag, ISBN 978-3-642-37829-4, 2014.01

12. Dun Liu, Tianrui Li, Duoqian Miao, Guoyin Wang, Jiye Liang, Three-way Decision and Granular Computing, Science Press (In Chinese), ISBN 978-7-030-38193-4, 2013.07

11. Tianrui Li, Nguyen Hung Son, Guoyin Wang, Grzyma-Busse Jerzy, Janicki Ryszard, Hassanien Aboul Ella, Yu Hong, Rough Sets and Knowledge Technology, Springer, ISBN 978-3-642-31899-3, 2012.08

10. Xiuyi Jia, Lin Shang, Xianzhong Zhou, Jiye Liang, Duoqian Miao, Guoyin Wang, Tianrui Li, Yanping Zhang, Three-way Decision: Theory and Applications, Nanjing University Press (In Chinese), ISBN 978-7-305-10578-4, 2012.10

9. Huaxiong Li, Xianzhong Zhou, Tianrui Li, Guoyin Wang, Duoqian Miao, Yiyu Yao, Decision-Theoretic Rough Set Theory and Its Advance, Science Press (In Chinese), ISBN 978-7-03-032530-9, 2011.11

8. Guoyin Wang, Tianrui Li, Jerzy Grzymala-Busse, Duoqian Miao, Andrzej Skowron, Yao Yiyu (Eds), Proceedings of the 2008 International Conference on Rough Sets and Knowledge Technology, Lecture Notes in Artificial Intelligence, 5009, Springer-verlag, 2008. (EI, ISTP)

7. Da Ruan, Tianrui Li, Yang Xu, Guoqing Chen, Etienne E Kerre (Eds), Computational Intelligence: Foundations and Applications, Proceedings of the 9th International FLINS Conference, World Scientific, Singapore, 2010. (ISTP)

6. Shouzi Li, Tianrui Li, Da Ruan (Eds), Proceedings of the 2008 International Conference on Intelligent System and Knowledge Engineering, IEEE Press, 2008. (EI)

5. Xiaogang Jin, Yangguang Liu, Tianrui Li, Da Ruan (Eds), Proceedings of the 2010 International Conference on Intelligent System and Knowledge Engineering, IEEE press, 2010. (EI)

4. Koen Vanhoof, Da Ruan, Tianrui Li, Geert Wets (Eds), Intelligent Decision Making Systems, Proceedings of the 2009 International Conference on Intelligent System and Knowledge Engineering, World Scientific, Singapore, 2009. (ISTP)

3. Yinglin Wang, Tianrui Li (Eds), Foundations of Intelligent Systems, Springer-verlag, ISBN 978-3-642-25663-9, 2011.11

2. Yinglin Wang, Tianrui Li (Eds), Knowledge Engineering and Management, Springer-verlag, ISBN 978-3-642-25660-8, 2011.11

1. Yinglin Wang, Tianrui Li (Eds), Practical Applications of Intelligent Systems, Springer-verlag, ISBN 978-3-642-25657-8, 2011.11