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Chuanren Liu
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2020 – today
- 2024
- [j33]Hao Zhong, Yuyue Chen, Chuanren Liu, Hande Y. Benson:
Decision aggregation with reliability propagation. Decis. Support Syst. 178: 114130 (2024) - [j32]Hao Zhong, Chuanren Liu:
Firm profiling and competition assessment: A design science approach. Inf. Manag. 61(6): 103988 (2024) - [j31]Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong:
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. IEEE Trans. Big Data 10(1): 35-54 (2024) - [j30]Le Yu, Zihang Liu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv:
Continuous-Time User Preference Modelling for Temporal Sets Prediction. IEEE Trans. Knowl. Data Eng. 36(4): 1475-1488 (2024) - [j29]Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong:
Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling. IEEE Trans. Knowl. Data Eng. 36(10): 5039-5052 (2024) - [c59]Shuo Ji, Mingzhe Liu, Leilei Sun, Chuanren Liu, Tongyu Zhu:
MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning. KDD 2024: 1257-1268 - [c58]Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang:
Unified Uncertainty Estimation for Cognitive Diagnosis Models. WWW 2024: 3545-3554 - [i9]Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang:
Unified Uncertainty Estimation for Cognitive Diagnosis Models. CoRR abs/2403.14676 (2024) - 2023
- [j28]Chuanren Liu, Xin Ye:
Editorial review: Data-intensive research in E-commerce. Electron. Commer. Res. Appl. 59: 101255 (2023) - [j27]Chuanren Liu, Ehsan Fakharizadi, Tong Xu, Philip S. Yu:
Recent advances in domain-driven data mining. Int. J. Data Sci. Anal. 15(1): 1-7 (2023) - [j26]Yu Song, Yuyan Wang, Xin Ye, Russell Zaretzki, Chuanren Liu:
Loan default prediction using a credit rating-specific and multi-objective ensemble learning scheme. Inf. Sci. 629: 599-617 (2023) - [j25]Yue Qu, Chuanren Liu, Kai Zhang, Keli Xiao, Bo Jin, Hui Xiong:
Diagnostic Sparse Connectivity Networks With Regularization Template. IEEE Trans. Knowl. Data Eng. 35(1): 307-320 (2023) - [j24]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning With Relation Awareness. IEEE Trans. Knowl. Data Eng. 35(6): 5935-5947 (2023) - [c57]Hao Zhong, Chuanren Liu:
Firm Profiling and Competition Assessment: A Heterogeneous Occupation Network-based Method. HICSS 2023: 3747-3756 - [c56]Shuo Ji, Xiaodong Lu, Mingzhe Liu, Leilei Sun, Chuanren Liu, Bowen Du, Hui Xiong:
Community-based Dynamic Graph Learning for Popularity Prediction. KDD 2023: 930-940 - [c55]Wuyang Mao, Chuanren Liu, Yundu Huang, Zhonglin Zu, M. Harshvardhan, Liang Wang, Bo Zheng:
End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising. KDD 2023: 1677-1686 - [c54]Hao Zhong, Chuanren Liu:
Career Path Clustering via Sequential Job Embedding and Mixture Markov Models. PACIS 2023: 158 - [c53]Hao Zhong, Yuyue Chen, Chuanren Liu, Hande Y. Benson:
Decision Aggregation with Reliability Propagation. PACIS 2023: 167 - [i8]Qi Liu, Zheng Gong, Zhenya Huang, Chuanren Liu, Hengshu Zhu, Zhi Li, Enhong Chen, Hui Xiong:
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms. CoRR abs/2307.07134 (2023) - 2022
- [j23]Yang Li, Jiangen He, Chuanren Liu, Yanni Ping:
Peer Influence in the Adoption of Video Games. Int. J. E Bus. Res. 18(1): 1-16 (2022) - [j22]Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong:
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. ACM Trans. Knowl. Discov. Data 16(6): 116:1-116:23 (2022) - [j21]Yang An, Liang Zhang, Haoyu Yang, Leilei Sun, Bo Jin, Chuanren Liu, Ruiyun Yu, Xiaopeng Wei:
Prediction of Treatment Medicines With Dual Adaptive Sequential Networks. IEEE Trans. Knowl. Data Eng. 34(11): 5496-5509 (2022) - [c52]Hao Zhong, Chuanren Liu:
Career Path Clustering via Sequential Job Embedding and Mixture Markov Models. ICIS 2022 - [c51]Hao Zhong, Chuanren Liu:
Firm Profiling and Competition Assessment via Heterogeneous Occupation Network. ICIS 2022 - [c50]Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu:
An Adaptive Unified Allocation Framework for Guaranteed Display Advertising. WSDM 2022: 132-140 - 2021
- [j20]Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie:
Automatic Treatment Regimen Design. IEEE Trans. Knowl. Data Eng. 33(11): 3494-3506 (2021) - [j19]Mingfei Teng, Hengshu Zhu, Chuanren Liu, Hui Xiong:
Exploiting Network Fusion for Organizational Turnover Prediction. ACM Trans. Manag. Inf. Syst. 12(2): 16:1-16:18 (2021) - [c49]Yilin Hou, Guangming Zhao, Chuanren Liu, Zhonglin Zu, Xiaoqiang Zhu:
Conversion Prediction with Delayed Feedback: A Multi-task Learning Approach. ICDM 2021: 191-199 - [c48]Wenwei Ke, Chuanren Liu, Xiangfu Shi, Yiqiao Dai, Philip S. Yu, Xiaoqiang Zhu:
Addressing Exposure Bias in Uplift Modeling for Large-scale Online Advertising. ICDM 2021: 1156-1161 - [c47]Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen:
GraphMI: Extracting Private Graph Data from Graph Neural Networks. IJCAI 2021: 3749-3755 - [c46]Han Huang, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Representation Learning on Knowledge Graphs for Node Importance Estimation. KDD 2021: 646-655 - [i7]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Heterogeneous Graph Representation Learning with Relation Awareness. CoRR abs/2105.11122 (2021) - [i6]Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen:
GraphMI: Extracting Private Graph Data from Graph Neural Networks. CoRR abs/2106.02820 (2021) - 2020
- [j18]Dali Ma, V. K. Narayanan, Chuanren Liu, Ehsan Fakharizadi:
Boundary salience: The interactive effect of organizational status distance and geographical proximity on coauthorship tie formation. Soc. Networks 63: 162-173 (2020) - [j17]Guifeng Wang, Qi Liu, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen:
Product Supply Optimization for Crowdfunding Campaigns. IEEE Trans. Big Data 6(4): 741-756 (2020) - [j16]Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo:
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. ACM Trans. Knowl. Discov. Data 14(1): 10:1-10:27 (2020) - [c45]Yang Liu, Qi Liu, Hongke Zhao, Zhen Pan, Chuanren Liu:
Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach. AAAI 2020: 2128-2135 - [c44]Chuanren Liu, Wenxiang Zhu:
Precision Coupon Targeting with Dynamic Customer Triage. DSAA 2020: 420-428 - [c43]Shiwei Tong, Qi Liu, Wei Huang, Zhenya Huang, Enhong Chen, Chuanren Liu, Haiping Ma, Shijin Wang:
Structure-based Knowledge Tracing: An Influence Propagation View. ICDM 2020: 541-550 - [c42]Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong:
Why We Go Where We Go: Profiling User Decisions on Choosing POIs. IJCAI 2020: 3459-3465 - [c41]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. KDD 2020: 1083-1091 - [c40]Peng Zhang, Chuanren Liu, Kefeng Ning, Wenxiang Zhu, Yu Zhang:
Prediction and Profiling of Audience Competition for Online Television Series. KDD 2020: 1353-1361 - [c39]Leilei Sun, Yansong Bai, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Dual Sequential Network for Temporal Sets Prediction. SIGIR 2020: 1439-1448 - [i5]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv:
Predicting Temporal Sets with Deep Neural Networks. CoRR abs/2006.11483 (2020) - [i4]Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong:
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning. CoRR abs/2012.14722 (2020)
2010 – 2019
- 2019
- [j15]Jinwen Sun, Keli Xiao, Chuanren Liu, Wenjun Zhou, Hui Xiong:
Exploiting intra-day patterns for market shock prediction: A machine learning approach. Expert Syst. Appl. 127: 272-281 (2019) - [j14]Bowen Du, Wenjun Zhou, Chuanren Liu, Yifeng Cui, Hui Xiong:
Transit Pattern Detection Using Tensor Factorization. INFORMS J. Comput. 31(2): 193-206 (2019) - [j13]Leilei Sun, Bo Jin, Haoyu Yang, Jianing Tong, Chuanren Liu, Hui Xiong:
Unsupervised EEG feature extraction based on echo state network. Inf. Sci. 475: 1-17 (2019) - [j12]Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong:
Detecting Pickpocket Suspects from Large-Scale Public Transit Records. IEEE Trans. Knowl. Data Eng. 31(3): 465-478 (2019) - [c38]Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong:
Exploiting the Contagious Effect for Employee Turnover Prediction. AAAI 2019: 1166-1173 - [c37]Zhen Fang, Yang Li, Chuanren Liu, Wenxiang Zhu, Yu Zheng, Wenjun Zhou:
Large-Scale Personalized Delivery for Guaranteed Display Advertising with Real-Time Pacing. ICDM 2019: 190-199 - [c36]Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang:
Exploiting Cognitive Structure for Adaptive Learning. KDD 2019: 627-635 - [i3]Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, Shijin Wang:
Exploiting Cognitive Structure for Adaptive Learning. CoRR abs/1905.12470 (2019) - 2018
- [j11]Hao Zhong, Chuanren Liu, Junwei Zhong, Hui Xiong:
Which startup to invest in: a personalized portfolio strategy. Ann. Oper. Res. 263(1-2): 339-360 (2018) - [j10]Jingyuan Yang, Chuanren Liu, Mingfei Teng, Ji Chen, Hui Xiong:
A Unified View of Social and Temporal Modeling for B2B Marketing Campaign Recommendation. IEEE Trans. Knowl. Data Eng. 30(5): 810-823 (2018) - [j9]Keli Xiao, Qi Liu, Chuanren Liu, Hui Xiong:
Price Shock Detection With an Influence-Based Model of Social Attention. ACM Trans. Manag. Inf. Syst. 9(1): 2:1-2:21 (2018) - [c35]Chao Wang, Qi Liu, Run-ze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang:
Confidence-Aware Matrix Factorization for Recommender Systems. AAAI 2018: 434-442 - [c34]Chen Chu, Zhao Li, Beibei Xin, Fengchao Peng, Chuanren Liu, Remo Rohs, Qiong Luo, Jingren Zhou:
Deep Graph Embedding for Ranking Optimization in E-commerce. CIKM 2018: 2007-2015 - [c33]Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin:
CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. ICDM 2018: 757-766 - [c32]Qi Liu, Han Wu, Yuyang Ye, Hongke Zhao, Chuanren Liu, Dongfang Du:
Patent Litigation Prediction: A Convolutional Tensor Factorization Approach. IJCAI 2018: 5052-5059 - [c31]Bo Jin, Haoyu Yang, Leilei Sun, Chuanren Liu, Yue Qu, Jianing Tong:
A Treatment Engine by Predicting Next-Period Prescriptions. KDD 2018: 1608-1616 - [c30]Qi Liu, Zai Huang, Zhenya Huang, Chuanren Liu, Enhong Chen, Yu Su, Guoping Hu:
Finding Similar Exercises in Online Education Systems. KDD 2018: 1821-1830 - [c29]Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou:
Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. PAKDD (1) 2018: 525-537 - [i2]Mingxiao An, Yongzhou Chen, Qi Liu, Chuanren Liu, Guangyi Lv, Fangzhao Wu, Jianhui Ma:
Skeptical Deep Learning with Distribution Correction. CoRR abs/1811.03821 (2018) - 2017
- [j8]Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu:
Intelligent bus routing with heterogeneous human mobility patterns. Knowl. Inf. Syst. 50(2): 383-415 (2017) - [j7]Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong:
Fast affinity propagation clustering based on incomplete similarity matrix. Knowl. Inf. Syst. 51(3): 941-963 (2017) - [j6]Chuanren Liu, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao:
A Proactive Workflow Model for Healthcare Operation and Management. IEEE Trans. Knowl. Data Eng. 29(3): 586-598 (2017) - [c28]Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv:
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment. AAAI 2017: 3127-3134 - [c27]Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo:
Forecasting the rise and fall of volatile point-of-interests. IEEE BigData 2017: 1307-1312 - [c26]Yuyue Chen, Chuanren Liu:
Aggregation and Disaggregation of Information: A Holistic View. ICDM Workshops 2017: 1110-1111 - [c25]Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen:
Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective. IJCAI 2017: 695-702 - [c24]Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye:
Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded Compression Sampling. KDD 2017: 615-623 - [c23]Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong:
Point-of-Interest Demand Modeling with Human Mobility Patterns. KDD 2017: 947-955 - 2016
- [j5]Yanhong Guo, Wenjun Zhou, Chunyu Luo, Chuanren Liu, Hui Xiong:
Instance-based credit risk assessment for investment decisions in P2P lending. Eur. J. Oper. Res. 249(2): 417-426 (2016) - [j4]Ling Yin, Chuanren Liu, Xinjiang Lu, JiaFeng Chen, Caixing Liu:
Efficient Compression Algorithm with Limited Resource for Continuous Surveillance. KSII Trans. Internet Inf. Syst. 10(11): 5476-5496 (2016) - [j3]Chuanren Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang:
Temporal Skeletonization on Sequential Data: Patterns, Categorization, and Visualization. IEEE Trans. Knowl. Data Eng. 28(1): 211-223 (2016) - [c22]Jingyuan Yang, Chuanren Liu, Mingfei Teng, March Liao, Hui Xiong:
Buyer targeting optimization: A unified customer segmentation perspective. IEEE BigData 2016: 1262-1271 - [c21]Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan:
Characterizing the life cycle of point of interests using human mobility patterns. UbiComp 2016: 1052-1063 - [c20]Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong:
To be or Not to be Friends: Exploiting Social Ties for Venture Investments. ICDM 2016: 699-708 - [c19]Bowen Du, Chuanren Liu, Wenjun Zhou, Zhenshan Hou, Hui Xiong:
Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Records. KDD 2016: 87-96 - [c18]Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong:
Unified Point-of-Interest Recommendation with Temporal Interval Assessment. KDD 2016: 1015-1024 - [c17]Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie:
Data-driven Automatic Treatment Regimen Development and Recommendation. KDD 2016: 1865-1874 - [i1]Kai Zhang, Chuanren Liu, Jie Zhang, Hui Xiong, Eric P. Xing, Jieping Ye:
Seeing the Forest from the Trees in Two Looks: Matrix Sketching by Cascaded Bilateral Sampling. CoRR abs/1607.07395 (2016) - 2015
- [j2]Hengshu Zhu, Chuanren Liu, Yong Ge, Hui Xiong, Enhong Chen:
Popularity Modeling for Mobile Apps: A Sequential Approach. IEEE Trans. Cybern. 45(7): 1303-1314 (2015) - [c16]Qi Liu, Xianyu Zeng, Chuanren Liu, Hengshu Zhu, Enhong Chen, Hui Xiong, Xing Xie:
Mining Indecisiveness in Customer Behaviors. ICDM 2015: 281-290 - [c15]Jingyuan Yang, Chuanren Liu, Mingfei Teng, Hui Xiong, March Liao, Vivian Zhu:
Exploiting Temporal and Social Factors for B2B Marketing Campaign Recommendations. ICDM 2015: 499-508 - [c14]Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong:
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. KDD 2015: 705-714 - 2014
- [j1]Tianming Hu, Chuanren Liu, Yong Tang, Jing Sun, Hui Xiong, Sam Yuan Sung:
High-dimensional clustering: a clique-based hypergraph partitioning framework. Knowl. Inf. Syst. 39(1): 61-88 (2014) - [c13]Qi Liu, Zheng Dong, Chuanren Liu, Xing Xie, Enhong Chen, Hui Xiong:
Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective. ICDM 2014: 350-359 - [c12]Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu:
Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. ICDM 2014: 360-369 - [c11]Chuanren Liu, Kai Zhang, Hui Xiong:
Sequential Pattern Analysis with Right Granularity. ICDM Workshops 2014: 1178-1184 - [c10]Chuanren Liu, Kai Zhang, Hui Xiong, Geoff Jiang, Qiang Yang:
Temporal skeletonization on sequential data: patterns, categorization, and visualization. KDD 2014: 1336-1345 - [c9]Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins:
Proactive workflow modeling by stochastic processes with application to healthcare operation and management. KDD 2014: 1593-1602 - [c8]Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong:
Finding Well-Clusterable Subspaces for High Dimensional Data - A Numerical One-Dimension Approach. PAKDD (2) 2014: 311-323 - 2012
- [c7]Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins:
A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces. ICDM 2012: 449-458 - [c6]Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong:
Which Distance Metric is Right: An Evolutionary K-Means View. SDM 2012: 907-918 - [c5]Chuanren Liu, Jianjun Xie, Yong Ge, Hui Xiong:
Stochastic Unsupervised Learning on Unlabeled Data. ICML Unsupervised and Transfer Learning 2012: 111-122 - 2011
- [c4]Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou:
A Taxi Driving Fraud Detection System. ICDM 2011: 181-190 - [c3]Yong Ge, Chuanren Liu, Hui Xiong, Jian Chen:
A taxi business intelligence system. KDD 2011: 735-738 - 2010
- [c2]Tianming Hu, Chuanren Liu, Jing Sun, Sam Yuan Sung, Peter A. Ng:
Pairwise Constrained Clustering with Group Similarity-Based Patterns. ICMLA 2010: 260-265
2000 – 2009
- 2009
- [c1]Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu:
Initialization of the Neighborhood EM Algorithm for Spatial Clustering. ADMA 2009: 487-495
Coauthor Index
[j31] [j29] [j25] [j24] [c56] [i8] [j22] [j20] [j19] [c46] [i7] [j16] [c42] [c41] [c39] [i5] [i4] [j15] [j14] [j13] [j12] [c38] [j11] [j10] [j9] [j8] [j7] [j6] [c27] [c24] [c23] [j5] [j3] [c22] [c21] [c20] [c19] [c18] [c17] [i1] [j2] [c16] [c15] [c14] [j1] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]