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Jianxun Liu 0001
Person information
- affiliation: Hunan University of Science and Technology, Xiangtan, China
Other persons with the same name
- Jianxun Liu — disambiguation page
- Jianxun Liu 0002 — Southeast University, Nanjing, China
- Jianxun Liu 0003 — Sun Yat-sen University, Guangzhou, China
- Jianxun Liu 0004 — Air Force Early Warning Academy, China
- Jianxun Liu 0005 — The Hong Kong Polytechnic University, Institute of Textiles and Clothing, Hong Kong, China
- Jianxun Liu 0006 — UTuned Science & Technology Co., Ltd., Beijing, China (and 2 more)
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2020 – today
- 2024
- [j86]Kun Liu, Jianxun Liu, Haize Hu:
Deep code search efficiency based on clustering. Concurr. Comput. Pract. Exp. 36(13) (2024) - [j85]Buqing Cao, Yueying Qing, Dong Zhou, Xiang Xie, Guosheng Kang, Jianxun Liu, Kenneth K. Fletcher:
Web API Recommendation via Combining Adaptive Multichannel Graph Representation and xDeepFM Quality Prediction. IEEE Trans. Artif. Intell. 5(6): 3218-3232 (2024) - [j84]Buqing Cao, Hongfan Ye, Jianxun Liu, Bing Tang, Zhi Tao, Shuiguang Deng:
SMART: Cost-Aware Service Migration Path Selection Based on Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25(9): 12421-12436 (2024) - [j83]Weimin Li, Weihong Tian, Zhengmao Yan, Zitong Li, Jie Gao, Fan Wu, Jianxun Liu, Wenxiong Chen, Ju Ren:
CoralDB: A Collaborative Database for Data Sharing Based on Permissioned Blockchain. IEEE Trans. Mob. Comput. 23(9): 8886-8901 (2024) - [j82]Buqing Cao, Mi Peng, Ziming Xie, Jianxun Liu, Hongfan Ye, Bing Li, Kenneth K. Fletcher:
PRKG: Pre-Training Representation and Knowledge-Graph-Enhanced Web Service Recommendation for Mashup Creation. IEEE Trans. Netw. Serv. Manag. 21(2): 1737-1749 (2024) - [j81]Guosheng Kang, Yang Wang, Hongshuai Ren, Buqing Cao, Jianxun Liu, Yiping Wen:
KS-GNN: Keyword Search via Graph Neural Network for Web API Recommendation. IEEE Trans. Netw. Serv. Manag. 21(5): 5464-5474 (2024) - [c114]Wanjun Chen, Qiqi Chen, Jiexun Shen, Guosheng Kang, Jianxun Liu, Buqing Cao, Lihong Zhang:
Interactive Web API Recommendation via Exploring Mashup-API Interactions and Functional Description. CSCWD 2024: 121-126 - [c113]Wen Li, Hongshuai Ren, Yamei Nie, Zihao Liu, Guosheng Kang, Jianxun Liu, Zhenlian Peng:
Crawling and Exploring RESTful Web APIs from RapidAPI. ICSS 2024: 88-103 - [c112]Qiqi Chen, Guosheng Kang, Yamei Nie, Jianxun Liu, Buqing Cao:
A General Complementary API Recommendation Framework based on Learning Model. ICWS 2024: 258-268 - 2023
- [j80]Lei Jiang, Peng Yuan, Jing Liao, Qiongbing Zhang, Jianxun Liu, Keqin Li:
Undersampling of approaching the classification boundary for imbalance problem. Concurr. Comput. Pract. Exp. 35(6): 1 (2023) - [j79]Haize Hu, Jianxun Liu, Xiangping Zhang:
Multilayer self-attention residual network for code search. Concurr. Comput. Pract. Exp. 35(9) (2023) - [j78]Jianxun Liu, Runbin Xie, Guosheng Kang, Yiping Wen:
Spatial-temporal aware service composition for production factors under industrial internet. Concurr. Comput. Pract. Exp. 35(12) (2023) - [j77]Hongfan Ye, Buqing Cao, Jianxun Liu, Pei Li, Bing Tang, Zhenlian Peng:
An edge server deployment method based on optimal benefit and genetic algorithm. J. Cloud Comput. 12(1): 148 (2023) - [j76]Xiangping Zhang, Jianxun Liu, Min Shi:
A parallel deep learning-based code clone detection model. J. Parallel Distributed Comput. 181: 104747 (2023) - [j75]Haize Hu, Jianxun Liu, Xiangping Zhang, Ben Cao, Siqiang Cheng, Teng Long:
A mutual embedded self-attention network model for code search. J. Syst. Softw. 198: 111591 (2023) - [j74]Xiang Xie, Jianxun Liu, Buqing Cao, Mi Peng, Guosheng Kang, Yiping Wen, Kenneth K. Fletcher:
A Services Classification Method Based on Heterogeneous Information Networks and Generative Adversarial Networks. Int. J. Web Serv. Res. 20(1): 1-17 (2023) - [j73]Haize Hu, Jianxun Liu, Xiangping Zhang, Mengge Fang:
An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis. Pattern Recognit. 139: 109404 (2023) - [j72]Guosheng Kang, Linghang Ding, Jianxun Liu, Buqing Cao, Yu Xu:
Web API Recommendation Based on Self-Attentional Neural Factorization Machines With Domain Interactions. IEEE Trans. Netw. Sci. Eng. 10(6): 3953-3963 (2023) - [j71]Buqing Cao, Lulu Zhang, Mi Peng, Yueying Qing, Guosheng Kang, Jianxun Liu:
Web Service Recommendation via Combining Bilinear Graph Representation and xDeepFM Quality Prediction. IEEE Trans. Netw. Serv. Manag. 20(2): 1078-1092 (2023) - [j70]Buqing Cao, Mi Peng, Lulu Zhang, Yueying Qing, Bing Tang, Guosheng Kang, Jianxun Liu:
Web Service Recommendation via Integrating Heterogeneous Graph Attention Network Representation and FiBiNET Score Prediction. IEEE Trans. Serv. Comput. 16(5): 3837-3850 (2023) - [c111]Yang Wang, Zhenzhen Yuan, Guosheng Kang, Buqing Cao, Jianxun Liu, Yong Xiao:
Graph-based Multi-view Clustering for Web services. ISPA/BDCloud/SocialCom/SustainCom 2023: 567-572 - [c110]Xiangzheng Liu, Jianxun Liu, Haize Hu, Yi Liu:
Enrich Code Search Query Semantics with Raw Descriptions. CollaborateCom (1) 2023: 284-302 - [c109]Peng Che, Zhenlian Peng, Buqing Cao, Jianxun Liu, Tieping Chen, Runqing Fan:
A missing physical fitness test data classification method based on MLP. CSCloud/EdgeCom 2023: 132-137 - [c108]Runqing Fan, Zhenlian Peng, Buqing Cao, Jianxun Liu, Peng Che, Tieping Chen:
A One-Dimensional Residual Network and Physical Fitness-Based Exercise Prescription Recommendation Method. CSCloud/EdgeCom 2023: 223-228 - [c107]Haize Hu, Jianxun Liu, Lin Xiao:
Multi-intent Description of Keyword Expansion for Code Search. ICONIP (11) 2023: 3-14 - [c106]Yi Liu, Jianxun Liu, Xiangping Zhang, Haize Hu:
A Multiple-Path Learning Neural Network Model for Code Completion. ICWS 2023: 224-233 - [c105]Qian Peng, Buqing Cao, Xiang Xie, Shanpeng Liu, Guosheng Kang, Jianxun Liu:
TH-SLP: Web Service Link Prediction Based on Topic-aware Heterogeneous Graph Neural Network. ICWS 2023: 465-474 - [i4]Shiqi Duan, Jianxun Liu, Yong Xiao, Xiangping Zhang:
Estimation of the User Contribution Rate by Leveraging Time Sequence in Pairwise Matching function-point between Users Feedback and App Updating Log. CoRR abs/2311.15179 (2023) - 2022
- [j69]Yu Huang, Yufei Tang, James H. VanZwieten, Jianxun Liu:
Reliable machine prognostic health management in the presence of missing data. Concurr. Comput. Pract. Exp. 34(12) (2022) - [j68]Buqing Cao, Mi Peng, Yueying Qing, Jianxun Liu, Guosheng Kang, Bing Li, Kenneth K. Fletcher:
Web API recommendation via combining graph attention representation and deep factorization machines quality prediction. Concurr. Comput. Pract. Exp. 34(21) (2022) - [j67]Jian Lin, Xiangfei Zeng, Jianxun Liu, Keqin Li:
Angular bisector insertion algorithm for solving small-scale symmetric and asymmetric traveling salesman problem. J. Comb. Optim. 43(1): 235-252 (2022) - [j66]Min Shi, Yufei Tang, Xingquan Zhu, Yu Huang, David A. Wilson, Yuan Zhuang, Jianxun Liu:
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks. Knowl. Based Syst. 247: 108752 (2022) - [j65]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu:
Multi-Label Graph Convolutional Network Representation Learning. IEEE Trans. Big Data 8(5): 1169-1181 (2022) - [j64]Qiongbing Zhang, Shengxiang Yang, Min Liu, Jianxun Liu, Lei Jiang:
A New Crossover Mechanism for Genetic Algorithms for Steiner Tree Optimization. IEEE Trans. Cybern. 52(5): 3147-3158 (2022) - [j63]Min Shi, Yufei Tang, Xingquan Zhu, Yuan Zhuang, Maohua Lin, Jianxun Liu:
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning. IEEE Trans. Cybern. 52(8): 7719-7731 (2022) - [j62]Guosheng Kang, Jianxun Liu, Yong Xiao, Yingcheng Cao, Buqing Cao, Min Shi:
Web Services Clustering via Exploring Unified Content and Structural Semantic Representation. IEEE Trans. Netw. Serv. Manag. 19(4): 4082-4096 (2022) - [j61]Min Shi, Yuan Zhuang, Yufei Tang, Maohua Lin, Xingquan Zhu, Jianxun Liu:
Web Service Network Embedding Based on Link Prediction and Convolutional Learning. IEEE Trans. Serv. Comput. 15(6): 3620-3633 (2022) - [c104]Sipeng Ouyang, Yiping Wen, Jianxun Liu, Lianyong Qi:
Towards Using Local Process Mining to Analyse Learning Behavior Pattern. ChineseCSCW (1) 2022: 257-265 - [c103]Siyuan Wang, Buqing Cao, Xiang Xie, Lulu Zhang, Guosheng Kang, Jianxun Liu:
An API Recommendation Method Based on Beneficial Interaction. CollaborateCom (1) 2022: 58-72 - [c102]Bowen Liang, Guosheng Kang, Jianxun Liu, Buqing Cao, Jiayan Xiang:
Attentional Neural Factorization Machine for Web Services Classification via Exploring Content and Structural Semantics. IJCNN 2022: 1-8 - [c101]Hangyu Cheng, Guosheng Kang, Jianxun Liu, Yiping Wen, Buqing Cao, Zhen Wang:
BPMN++: Comprehensive Business Process Modeling for Industrial Internet Application. ISPA/BDCloud/SocialCom/SustainCom 2022: 548-555 - [c100]Lisheng Chen, Buqing Cao, Xiang Xie, Yueying Qing, Guosheng Kang, Jianxun Liu:
Knowledge Graph-based Intent Network-Enhanced Web Services Recommendation. ISPA/BDCloud/SocialCom/SustainCom 2022: 790-797 - [c99]Hangyu Cheng, Guosheng Kang, Jianxun Liu, Yiping Wen, Buqing Cao, Bowen Liang:
Task-role Performance Evaluation via Business Process Monitoring with BPMN Extension. ICSS 2022: 181-187 - 2021
- [j60]Xiangping Zhang, Jianxun Liu, Buqing Cao, Min Shi:
Web service classification based on information gain theory and bidirectional long short-term memory with attention mechanism. Concurr. Comput. Pract. Exp. 33(13) (2021) - [j59]Guosheng Kang, Yong Xiao, Jianxun Liu, Yingcheng Cao, Buqing Cao, Xiangping Zhang, Linghang Ding:
Tatt-BiLSTM: Web service classification with topical attention-based BiLSTM. Concurr. Comput. Pract. Exp. 33(16) (2021) - [j58]Xiaocong Xiao, Jianxun Liu, Deshun Liu, Yufei Tang, Juchuan Dai, Fan Zhang:
SSAE-MLP: Stacked sparse autoencoders-based multi-layer perceptron for main bearing temperature prediction of large-scale wind turbines. Concurr. Comput. Pract. Exp. 33(17) (2021) - [j57]Yong Xiao, Jianxun Liu, Guosheng Kang, Buqing Cao:
LDNM: A General Web Service Classification Framework via Deep Fusion of Structured and Unstructured Features. IEEE Trans. Netw. Serv. Manag. 18(3): 3858-3872 (2021) - [j56]Guosheng Kang, Jianxun Liu, Yong Xiao, Buqing Cao, Yu Xu, Manliang Cao:
Neural and Attentional Factorization Machine-Based Web API Recommendation for Mashup Development. IEEE Trans. Netw. Serv. Manag. 18(4): 4183-4196 (2021) - [j55]Min Shi, Jianxun Liu, Dong Zhou, Yufei Tang:
A Topic-Sensitive Method for Mashup Tag Recommendation Utilizing Multi-Relational Service Data. IEEE Trans. Serv. Comput. 14(2): 342-355 (2021) - [j54]Peng Yuan, Lei Jiang, Jianxun Liu, Dong Zhou, Pei Li, Yang Gao:
Dual-Level Attention Based on a Heterogeneous Graph Convolution Network for Aspect-Based Sentiment Classification. Wirel. Commun. Mob. Comput. 2021: 6625899:1-6625899:13 (2021) - [c98]Xiangping Zhang, Jianxun Liu, Min Shi, Buqing Cao:
Word Embedding-based Web Service Representations for Classification and Clustering. SCC 2021: 34-43 - [c97]Weishi Zhong, Buqing Cao, Mi Peng, Jianxun Liu, Zhenlian Peng:
MR-LGC: A Mobile Application Recommendation Based on Light Graph Convolution Networks. ChineseCSCW (2) 2021: 376-390 - [c96]Shiqi Duan, Jianxun Liu, Zhenlian Peng:
RCBERT an Approach with Transfer Learning for App Reviews Classification. ChineseCSCW (2) 2021: 444-457 - [c95]Mi Peng, Buqing Cao, Junjie Chen, Jianxun Liu, Rong Hu:
MR-FI: Mobile Application Recommendation Based on Feature Importance and Bilinear Feature Interaction. CollaborateCom (1) 2021: 213-228 - [c94]Lulu Zhang, Buqing Cao, Mi Peng, Yueying Qing, Guosheng Kang, Jianxun Liu, Kenneth K. Fletcher:
Bilinear Graph Neural Network-Enhanced Web Services Classification. HPCC/DSS/SmartCity/DependSys 2021: 189-196 - [c93]Yueying Qing, Buqing Cao, Mi Peng, Lulu Zhang, Guosheng Kang, Jianxun Liu, Kenneth K. Fletcher:
AMSC: Adaptive Multi-channel Graph Convolutional Network-Enhanced Web Services Classification. HPCC/DSS/SmartCity/DependSys 2021: 205-212 - [c92]Runbin Xie, Jianxun Liu, Guosheng Kang, Buqing Cao, Yiping Wen, Jiayan Xiang:
A Hybrid TLBO-TS Algorithm Based Mobile Service Selection for Composite Services. ICA3PP (1) 2021: 237-256 - [c91]Yong Xiao, Guosheng Kang, Jianxun Liu, Buqing Cao, Linghang Ding:
WSGCN4SLP: Weighted Signed Graph Convolutional Network for Service Link Prediction. ICWS 2021: 135-144 - [c90]Mi Peng, Buqing Cao, Junjie Chen, Guosheng Kang, Jianxun Liu, Yiping Wen:
Heterogeneous Graph Attention Network-Enhanced Web Service Classification. ICWS 2021: 179-184 - [c89]Linghang Ding, Guosheng Kang, Jianxun Liu, Yong Xiao, Buqing Cao:
QoS Prediction for Web Services via Combining Multi-component Graph Convolutional Collaborative Filtering and Deep Factorization Machine. ICWS 2021: 551-559 - [c88]Min Shi, Yu Huang, Xingquan Zhu, Yufei Tang, Yuan Zhuang, Jianxun Liu:
GAEN: Graph Attention Evolving Networks. IJCAI 2021: 1541-1547 - 2020
- [j53]Pei Li, Haichao Nie, Fengjing Yin, Jianxun Liu, Dong Zhou:
Modeling and Estimating User Influence in Social Networks. IEEE Access 8: 21943-21952 (2020) - [j52]Feiran Wang, Yiping Wen, Tianhang Guo, Jianxun Liu, Buqing Cao:
Collaborative filtering and association rule mining-based market basket recommendation on spark. Concurr. Comput. Pract. Exp. 32(7) (2020) - [j51]Yiping Wen, Yuan Wang, Jianxun Liu, Buqing Cao, Qi Fu:
CPU usage prediction for cloud resource provisioning based on deep belief network and particle swarm optimization. Concurr. Comput. Pract. Exp. 32(14) (2020) - [j50]Yiping Wen, Feiran Wang, Rui Wu, Jianxun Liu, Buqing Cao:
Improving the novelty of retail commodity recommendations using multiarmed bandit and gradient boosting decision tree. Concurr. Comput. Pract. Exp. 32(14) (2020) - [j49]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu, Haibo He:
Topical network embedding. Data Min. Knowl. Discov. 34(1): 75-100 (2020) - [j48]Yiping Wen, Jianxun Liu, Wanchun Dou, Xiaolong Xu, Buqing Cao, Jinjun Chen:
Scheduling workflows with privacy protection constraints for big data applications on cloud. Future Gener. Comput. Syst. 108: 1084-1091 (2020) - [j47]Buqing Cao, Junjie Chen, Jianxun Liu, Yiping Wen:
A topic attention mechanism and factorization machines based mobile application recommendation method. Mob. Networks Appl. 25(4): 1208-1219 (2020) - [j46]Buqing Cao, Xiaoqing Frank Liu, Md Mahfuzer Rahman, Bing Li, Jianxun Liu, Mingdong Tang:
Integrated Content and Network-Based Service Clustering and Web APIs Recommendation for Mashup Development. IEEE Trans. Serv. Comput. 13(1): 99-113 (2020) - [j45]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu:
Topic-aware Web Service Representation Learning. ACM Trans. Web 14(2): 9:1-9:23 (2020) - [c87]Guosheng Kang, Jianxun Liu, Buqing Cao, Yong Xiao:
Diversified QoS-Centric Service Recommendation for Uncertain QoS Preferences. SCC 2020: 288-295 - [c86]Mi Peng, Buqing Cao, Junjie Chen, Jianxun Liu, Bing Li:
SC-GAT: Web Services Classification Based on Graph Attention Network. CollaborateCom (1) 2020: 513-529 - [c85]Yang Gao, Jianxun Liu, Pei Li, Dong Zhou, Peng Yuan:
Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification. ICONIP (4) 2020: 685-692 - [c84]Junjie Chen, Buqing Cao, Jianxun Liu, Bing Li:
MR-UI: A Mobile Application Recommendation Based on User Interaction. ICWS 2020: 134-141 - [c83]Guosheng Kang, Jianxun Liu, Buqing Cao, Manliang Cao:
NAFM: Neural and Attentional Factorization Machine for Web API Recommendation. ICWS 2020: 330-337 - [c82]Yong Xiao, Jianxun Liu, Guosheng Kang, Rong Hu, Buqing Cao, Yingcheng Cao, Min Shi:
Structure Reinforcing and Attribute Weakening Network based API Recommendation Approach for Mashup Creation. ICWS 2020: 541-548 - [c81]Min Shi, Yufei Tang, Xingquan Zhu, David A. Wilson, Jianxun Liu:
Multi-Class Imbalanced Graph Convolutional Network Learning. IJCAI 2020: 2879-2885 - [c80]Rong Hu, Jianxun Liu, Yiping Wen:
SP-BTM: A Specific Part-of-speech BTM for Service Clustering. ISPA/BDCloud/SocialCom/SustainCom 2020: 1050-1057 - [c79]Jinkun Geng, Buqing Cao, Hongfan Ye, Junjie Chen, Mi Peng, Jianxun Liu:
Web Service Recommendation based on Knowledge Graph Convolutional Network and Doc2Vec. SERVICES 2020: 95-100 - [c78]Peng Yuan, Lei Jiang, Jianxun Liu, Dong Zhou, Pei Li, Yang Gao:
Dual-Level Attention Based on Heterogeneous Graph Convolution Network for Aspect-Based Sentiment Classification. SmartCloud 2020: 74-77 - [i3]Min Shi, David A. Wilson, Xingquan Zhu, Yu Huang, Yuan Zhuang, Jianxun Liu, Yufei Tang:
Evolutionary Architecture Search for Graph Neural Networks. CoRR abs/2009.10199 (2020)
2010 – 2019
- 2019
- [j44]Hongfan Ye, Buqing Cao, Zhenlian Peng, Ting Chen, Yiping Wen, Jianxun Liu:
Web Services Classification Based on Wide & Bi-LSTM Model. IEEE Access 7: 43697-43706 (2019) - [j43]Yang Gao, Jianxun Liu, Pei Li, Dong Zhou:
CE-HEAT: An Aspect-Level Sentiment Classification Approach With Collaborative Extraction Hierarchical Attention Network. IEEE Access 7: 168548-168556 (2019) - [j42]Yiping Wen, Zhibin Wang, Yu Zhang, Jianxun Liu, Buqing Cao, Jinjun Chen:
Energy and cost aware scheduling with batch processing for instance-intensive IoT workflows in clouds. Future Gener. Comput. Syst. 101: 39-50 (2019) - [j41]Buqing Cao, Jianxun Liu, Yiping Wen, Hongtao Li, Qiaoxiang Xiao, Jinjun Chen:
QoS-aware service recommendation based on relational topic model and factorization machines for IoT Mashup applications. J. Parallel Distributed Comput. 132: 177-189 (2019) - [j40]Buqing Cao, Bing Li, Jianxun Liu, Mingdong Tang, Yizhi Liu, Yanxinwen Li:
Mobile Service Recommendation via Combining Enhanced Hierarchical Dirichlet Process and Factorization Machines. Mob. Inf. Syst. 2019: 6423805:1-6423805:11 (2019) - [j39]Min Shi, Yufei Tang, Jianxun Liu:
Functional and Contextual Attention-Based LSTM for Service Recommendation in Mashup Creation. IEEE Trans. Parallel Distributed Syst. 30(5): 1077-1090 (2019) - [c77]Yingcheng Cao, Jianxun Liu, Min Shi, Buqing Cao, Ting Chen, Yiping Wen:
Service Recommendation Based on Attentional Factorization Machine. SCC 2019: 189-196 - [c76]Junjie Chen, Buqing Cao, Yingcheng Cao, Jianxun Liu, Rong Hu, Yiping Wen:
A Mobile Application Classification Method with Enhanced Topic Attention Mechanism. ChineseCSCW 2019: 683-695 - [c75]Yingcheng Cao, Jianxun Liu, Buqing Cao, Min Shi, Yiping Wen, Zhenlian Peng:
Web Services Classification with Topical Attention Based Bi-LSTM. CollaborateCom 2019: 394-407 - [c74]Yingcheng Cao, Jianxun Liu, Min Shi, Buqing Cao, Xiangping Zhang, Yan Wang:
Relationship Network Augmented Web Services Clustering. ICWS 2019: 247-254 - [c73]Min Shi, Yufei Tang, Jianxun Liu:
TA-BLSTM: Tag Attention-based Bidirectional Long Short-Term Memory for Service Recommendation in Mashup Creation. IJCNN 2019: 1-8 - [c72]Hongfan Ye, Buqing Cao, Junjie Chen, Jianxun Liu, Yiping Wen, Jinjun Chen:
A Web Services Classification Method Based on GCN. ISPA/BDCloud/SocialCom/SustainCom 2019: 1107-1114 - [c71]Yong Xiao, Jianxun Liu, Rong Hu, Buqing Cao, Yingcheng Cao:
DINRec: Deep Interest Network Based API Recommendation Approach for Mashup Creation. WISE 2019: 179-193 - [i2]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu:
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning. CoRR abs/1912.11755 (2019) - [i1]Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu:
Multi-Label Graph Convolutional Network Representation Learning. CoRR abs/1912.11757 (2019) - 2018
- [j38]Dong Zhou, Wenyu Zhao, Xuan Wu, Séamus Lawless, Jianxun Liu:
An iterative method for personalized results adaptation in cross-language search. Inf. Sci. 430: 200-215 (2018) - [j37]Yizhi Liu, Jianxun Liu, Zhuhua Liao, Mingdong Tang, Jinjun Chen:
Recommending a personalized sequence of pick-up points. J. Comput. Sci. 28: 382-388 (2018) - [c70]Min Shi, Jianxun Liu, Buqing Cao, Yiping Wen, Xiangping Zhang:
A Prior Knowledge Based Approach to Improving Accuracy of Web Services Clustering. SCC 2018: 1-8 - [c69]Xiangping Zhang, Jianxun Liu, Buqing Cao, Qiaoxiang Xiao, Yiping Wen:
Web Service Discovery Based on Information Gain Theory and BiLSTM with Attention Mechanism. CollaborateCom 2018: 643-658 - [c68]Xiangping Zhang, Jianxun Liu, Buqing Cao, Qiaoxiang Xiao, Yiping Wen:
Web Service Recommendation via Combining Doc2Vec-Based Functionality Clustering and DeepFM-Based Score Prediction. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 509-516 - [c67]Ting Chen, Jianxun Liu, Buqing Cao, Zhenlian Peng, Yiping Wen, Run Li:
Web Service Recommendation Based on Word Embedding and Topic Model. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 903-910 - [c66]Qiaoxiang Xiao, Buqing Cao, Xiangping Zhang, Jianxun Liu, Rong Hu, Bing Li:
Web Services Clustering Based on HDP and SOM Neural Network. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 397-404 - 2017
- [j36]Mingdong Tang, Xiaoling Dai, Jianxun Liu, Jinjun Chen:
Towards a trust evaluation middleware for cloud service selection. Future Gener. Comput. Syst. 74: 302-312 (2017) - [j35]Buqing Cao, Xiaoqing (Frank) Liu, Jianxun Liu, Mingdong Tang:
Domain-aware Mashup service clustering based on LDA topic model from multiple data sources. Inf. Softw. Technol. 90: 40-54 (2017) - [j34]Min Shi, Jianxun Liu, Dong Zhou:
A Hybrid Approach for Automatic Mashup Tag Recommendation. J. Web Eng. 16(7&8): 676-692 (2017) - [j33]Dong Zhou, Xuan Wu, Wenyu Zhao, Séamus Lawless, Jianxun Liu:
Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy Data. IEEE Trans. Knowl. Data Eng. 29(7): 1536-1548 (2017) - [c65]Hongchao Li, Jianxun Liu, Buqing Cao, Mingdong Tang, Xiaoqing Frank Liu, Bing Li:
Integrating Tag, Topic, Co-Occurrence, and Popularity to Recommend Web APIs for Mashup Creation. SCC 2017: 84-91 - [c64]Yizhi Liu, Junlin Ouyang, Jianxun Liu:
Bimodal codebooks based adult video detection. GlobalSIP 2017: 1397-1401 - [c63]Min Shi, Jianxun Liu, Dong Zhou, Mingdong Tang, Buqing Cao:
WE-LDA: A Word Embeddings Augmented LDA Model for Web Services Clustering. ICWS 2017: 9-16 - [c62]Zhuhua Liao, Zengde Teng, Jian Zhang, Yizhi Liu, Jianxun Liu:
Efficient and Customizable Top-k Query on Named Data Networking. ISPA/IUCC 2017: 761-769 - [c61]Mingdong Tang, Sumeng Zeng, Jianxun Liu, Buqing Cao:
Service Selection Based on User Privacy Risk Evaluation. SpaCCS 2017: 308-320 - 2016
- [j32]Dong Zhou, Séamus Lawless, Xuan Wu, Wenyu Zhao, Jianxun Liu:
A study of user profile representation for personalized cross-language information retrieval. Aslib J. Inf. Manag. 68(4): 448-477 (2016) - [j31]Mingdong Tang, Fenfang Xie, Buqing Cao, Saixia Lyu, Jianxun Liu:
Exploring Web Services from a Network Perspective Using Multi-Level Views. J. Web Eng. 15(5&6): 501-520 (2016) - [j30]Mingdong Tang, Zibin Zheng, Guosheng Kang, Jianxun Liu, Yatao Yang, Tingting Zhang:
Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map. IEEE Trans. Netw. Serv. Manag. 13(1): 126-137 (2016) - [j29]Junlin Ouyang, Xingzi Wen, Jianxun Liu, Jinjun Chen:
Robust Hashing Based on Quaternion Zernike Moments for Image Authentication. ACM Trans. Multim. Comput. Commun. Appl. 12(4s): 63:1-63:13 (2016) - [j28]Guosheng Kang, Mingdong Tang, Jianxun Liu, Xiaoqing Frank Liu, Buqing Cao:
Diversifying Web Service Recommendation Results via Exploring Service Usage History. IEEE Trans. Serv. Comput. 9(4): 566-579 (2016) - [j27]Jianxun Liu, Mingdong Tang, Zibin Zheng, Xiaoqing Frank Liu, Saixia Lyu:
Location-Aware and Personalized Collaborative Filtering for Web Service Recommendation. IEEE Trans. Serv. Comput. 9(5): 686-699 (2016) - [c60]Fenfang Xie, Jianxun Liu, Mingdong Tang, Dong Zhou, Buqing Cao, Min Shi:
Multi-relation Based Manifold Ranking Algorithm for API Recommendation. APSCC 2016: 15-32 - [c59]Yizhi Liu, Jianxun Liu, Jianjun Wang, Zhuhua Liao, Mingdong Tang:
Recommending a Personalized Sequence of Pick-Up Points. APSCC 2016: 278-291 - [c58]Buqing Cao, Min Shi, Xiaoqing (Frank) Liu, Jianxun Liu, Mingdong Tang:
Using Relational Topic Model and Factorization Machines to Recommend Web APIs for Mashup Creation. APSCC 2016: 391-407 - [c57]Buqing Cao, Bing Li, Jianxun Liu, Mingdong Tang, Yizhi Liu:
Web APIs Recommendation for Mashup Development Based on Hierarchical Dirichlet Process and Factorization Machines. CollaborateCom 2016: 3-15 - [c56]Dong Zhou, Xuan Wu, Wenyu Zhao, Séamus Lawless, Jianxun Liu:
Exploring External Knowledge Base for Personalized Search in Collaborative Tagging Systems. CollaborateCom 2016: 408-417 - [c55]Dong Zhou, Séamus Lawless, Xuan Wu, Wenyu Zhao, Jianxun Liu:
Enhanced Personalized Search using Social Data. EMNLP 2016: 700-710 - [c54]Buqing Cao, Xiaoqing Frank Liu, Bing Li, Jianxun Liu, Mingdong Tang, Tingting Zhang, Min Shi:
Mashup Service Clustering Based on an Integration of Service Content and Network via Exploiting a Two-Level Topic Model. ICWS 2016: 212-219 - [c53]Min Shi, Jianxun Liu, Dong Zhou, Mingdong Tang, Fenfang Xie, Tingting Zhang:
A Probabilistic Topic Model for Mashup Tag Recommendation. ICWS 2016: 444-451 - [c52]Rong Hu, Jianxun Liu, Yiping Wen, Yiyu Mao:
USER: A Usage-Based Service Recommendation Approach. ICWS 2016: 716-719 - 2015
- [j26]Mingdong Tang, Tingting Zhang, Jianxun Liu, Jinjun Chen:
Cloud service QoS prediction via exploiting collaborative filtering and location-based data smoothing. Concurr. Comput. Pract. Exp. 27(18): 5826-5839 (2015) - [j25]Shaowei Wang, Jianxun Liu, Buqing Cao, Mingdong Tang, Xian Wang:
基于信息熵多属性决策的Mashup服务推荐方法 (Recommended Method of Mashup Services Based on Information Entropy Multi-attribute Decision-making). 计算机科学 42(2): 263-266 (2015) - [j24]Saixia Lyu, Jianxun Liu, Mingdong Tang, Yu Xu, Jinjun Chen:
Efficiently Predicting Trustworthiness of Mobile Services Based on Trust Propagation in Social Networks. Mob. Networks Appl. 20(6): 840-852 (2015) - [j23]Guosheng Kang, Jianxun Liu, Mingdong Tang, Buqing Cao, Yu Xu:
An Effective Web Service Ranking Method via Exploring User Behavior. IEEE Trans. Netw. Serv. Manag. 12(4): 554-564 (2015) - [j22]Wanchun Dou, Xuyun Zhang, Jianxun Liu, Jinjun Chen:
HireSome-II: Towards Privacy-Aware Cross-Cloud Service Composition for Big Data Applications. IEEE Trans. Parallel Distributed Syst. 26(2): 455-466 (2015) - [c51]Buqing Cao, Xiaoqing Frank Liu, Jianxun Liu, Mingdong Tang:
Effective Mashup Service Clustering Method by Exploiting LDA Topic Model from Multiple Data Sources. APSCC 2015: 165-180 - [c50]Congyang Chen, Jianxun Liu, Yiping Wen, Jinjun Chen, Dong Zhou:
A Hybrid Genetic Algorithm for Privacy and Cost Aware Scheduling of Data Intensive Workflow in Cloud. ICA3PP (1) 2015: 578-591 - [c49]Mingdong Tang, Xiaoling Dai, Buqing Cao, Jianxun Liu:
WSWalker: A Random Walk Method for QoS-Aware Web Service Recommendation. ICWS 2015: 591-598 - [c48]Dong Zhou, Séamus Lawless, Jianxun Liu, Sanrong Zhang, Yu Xu:
Query expansion for personalized cross-language information retrieval. SMAP 2015: 1-5 - 2014
- [j21]Dong Zhou, Mark Truran, Jianxun Liu, Wei Li, Gareth J. F. Jones:
Iterative Refinement Methods for Enhanced Information Retrieval. Int. J. Intell. Syst. 29(4): 341-364 (2014) - [j20]Dong Zhou, Mark Truran, Jianxun Liu, Sanrong Zhang:
Using multiple query representations in patent prior-art search. Inf. Retr. 17(5-6): 471-491 (2014) - [j19]Jinjun Chen, Jianxun Liu:
Special Issue: Dependable and Secure Computing. J. Comput. Syst. Sci. 80(5): 902 (2014) - [j18]Jinjun Chen, Jianxun Liu:
Introduction: Social Computing and Social Networks. J. Organ. Comput. Electron. Commer. 24(2-3): 119-121 (2014) - [j17]Mingdong Tang, Zibin Zheng, Liang Chen, Jianxun Liu, Buqing Cao, Zhengguang You:
A Trust-Aware Search Engine for Complex Service Computing. Int. J. Web Serv. Res. 11(1): 57-75 (2014) - [j16]Rong Hu, Wan-Chun Dou, Jianxun Liu:
ClubCF: A Clustering-Based Collaborative Filtering Approach for Big Data Application. IEEE Trans. Emerg. Top. Comput. 2(3): 302-313 (2014) - [c47]Fenfang Xie, Jianxun Liu, Mingdong Tang, Buqing Cao, Saixia Lyu:
Correlation Search of Web Services. APSCC 2014: 107-114 - [c46]Saixia Lyu, Jianxun Liu, Mingdong Tang, Guosheng Kang, Buqing Cao, Yucong Duan:
Three-Level Views of the Web Service Network: An Empirical Study Based on ProgrammableWeb. BigData Congress 2014: 374-381 - [c45]Mingdong Tang, Yu Xu, Jianxun Liu, Zibin Zheng, Xiaoqing Frank Liu:
Combining Global and Local Trust for Service Recommendation. ICWS 2014: 305-312 - [c44]Yiping Wen, Jianxun Liu, Zhigang Chen, Buqing Cao:
Dynamic Scheduling Optimization for Instance Aspect Handling in Workflows. SKG 2014: 57-62 - 2013
- [j15]Mingdong Tang, Guoqiang Zhang, Yi Sun, Jianxun Liu, Jing Yang, Tao Lin:
Integrating local and partial network view for routing on scale-free networks. Sci. China Inf. Sci. 56(10): 1-10 (2013) - [j14]Mingdong Tang, Guoqiang Zhang, Tao Lin, Jianxun Liu:
HDLBR: A name-independent compact routing scheme for power-law networks. Comput. Commun. 36(3): 351-359 (2013) - [j13]Yiping Wen, Zhigang Chen, Jianxun Liu, Jinjun Chen:
Mining batch processing workflow models from event logs. Concurr. Comput. Pract. Exp. 25(13): 1928-1942 (2013) - [j12]Jinjun Chen, Jianxun Liu:
Special issue: 2011 international conference on cloud and green computing (CGC2011). Concurr. Comput. Pract. Exp. 25(18): 2433-2434 (2013) - [j11]Dong Zhou, Mark Truran, Jianxun Liu, Sanrong Zhang:
Collaborative pseudo-relevance feedback. Expert Syst. Appl. 40(17): 6805-6812 (2013) - [j10]Rong Hu, Wanchun Dou, Jianxun Liu:
A personalised search approach for web service recommendation. Int. J. Ad Hoc Ubiquitous Comput. 13(2): 83-95 (2013) - [j9]Buqing Cao, Jianxun Liu, Mingdong Tang, Zibin Zheng, Guangrong Wang:
Mashup Service Recommendation Based on Usage History and Service Network. Int. J. Web Serv. Res. 10(4): 82-101 (2013) - [c43]Mingdong Tang, Yu Xu, Jianxun Liu, Zibin Zheng, Xiaoqing (Frank) Liu:
Trust-Aware Service Recommendation via Exploiting Social Networks. IEEE SCC 2013: 376-383 - [c42]Rong Hu, Wan-Chun Dou, Jianxun Liu:
A Hybrid Collaborative Filtering Approach for Multi-Functional Service Recommendation. CGC 2013: 54-59 - [c41]Rong Hu, Wanchun Dou, Jianxun Liu:
Clustering-Based Collaborative Filtering Approach for Mashups Recommendation over Big Data. CSE 2013: 810-817 - [c40]Xian Wang, Jianxun Liu, Buqing Cao, Mingdong Tang:
A Global Optimal Service Selection Approach Based on QoS and Load-Aware in Cloud Environment. HPCC/EUC 2013: 762-768 - [c39]Buqing Cao, Jianxun Liu, Mingdong Tang, Zibin Zheng, Guangrong Wang:
Mashup Service Recommendation Based on User Interest and Social Network. ICWS 2013: 99-106 - [c38]Yu Xu, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu:
An Efficient Trust Propagation Scheme for Predicting Trustworthiness of Service Providers in Service-Oriented Social Networks. ICWS 2013: 467-474 - [c37]Dong Zhou, Jianxun Liu, Sanrong Zhang:
Query Generation Techniques for Patent Prior-Art Search in Multiple Languages. NLPCC 2013: 310-321 - [c36]Yiping Wen, Jianxun Liu, Zhigang Chen:
Research on the Social Acquaintance Network Oriented Group Buying. SKG 2013: 190-193 - 2012
- [j8]Mingdong Tang, Guoqiang Zhang, Jianxun Liu:
Space-stretch tradeoff optimization for routing in Internet-like graphs. J. Commun. Networks 14(5): 546-553 (2012) - [j7]Lei Jiang, Lixin Ding, Jianxun Liu, Jinjun Chen:
Reputation rating modeling for open environment lack of communication by using online social cognition. J. Netw. Comput. Appl. 35(3): 881-891 (2012) - [c35]Rong Hu, Wanchun Dou, Jianxun Liu:
A context-aware collaborative filtering approach for service recommendation. CDC 2012: 148-155 - [c34]Yu Xu, Jianxun Liu, Mingdong Tang, Buqing Cao, Xiaoqing (Frank) Liu:
An Efficient Search Strategy for Service Provider Selection in Complex Social Networks. IEEE SCC 2012: 130-137 - [c33]Mingyue Zhang, Jianxun Liu, Yizhi Liu, Zhenyang Hu, Liang Yi:
Recommending Pick-up Points for Taxi-drivers Based on Spatio-temporal Clustering. CGC 2012: 67-72 - [c32]Zude Chen, Jianxun Liu, Haijun Zhai, Lei Jiang, Buqing Cao:
Web Page Recognition Algorithm Based on Link Analysis in Theme Search Engine. CGC 2012: 405-409 - [c31]Guangrong Wang, Jianxun Liu, Buqing Cao, Mingdong Tang:
Mashup Service Classification and Recommendation Based on Similarity Computing. CGC 2012: 621-628 - [c30]Yiping Wen, Zhigang Chen, Tiemin Chen, Jianxun Liu, Guosheng Kang:
A Particle Swarm Optimization Algorithm for Batch Processing Workflow Scheduling. CGC 2012: 645-649 - [c29]Guosheng Kang, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu, Buqing Cao, Yu Xu:
AWSR: Active Web Service Recommendation Based on Usage History. ICWS 2012: 186-193 - [c28]Mingdong Tang, Yechun Jiang, Jianxun Liu, Xiaoqing (Frank) Liu:
Location-Aware Collaborative Filtering for QoS-Based Service Recommendation. ICWS 2012: 202-209 - [c27]Guosheng Kang, Jianxun Liu, Mingdong Tang, Yu Xu:
An Effective Dynamic Web Service Selection Strategy with Global Optimal QoS Based on Particle Swarm Optimization Algorithm. IPDPS Workshops 2012: 2280-2285 - [e1]Jianxun Liu, Jinjun Chen, Guandong Xu:
2012 Second International Conference on Cloud and Green Computing, CGC 2012, Xiangtan, Hunan, China, November 1-3, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-3027-5 [contents] - 2011
- [j6]Jianxun Liu, Yiping Wen, Ting Li, Xuyun Zhang:
A data-operation model based on partial vector space for batch processing in workflow. Concurr. Comput. Pract. Exp. 23(16): 1936-1950 (2011) - [c26]Rong Hu, Jianxun Liu, Xiaoqing Frank Liu:
A Trustworthiness Fusion Model for Service Cloud Platform Based on D-S Evidence Theory. CCGRID 2011: 566-571 - [c25]Rong Hu, Wanchun Dou, Xiaoqing Frank Liu, Jianxun Liu:
Personalized Searching for Web Service Using User Interests. DASC 2011: 156-163 - [c24]Rong Hu, Wanchun Dou, Xiaoqing Frank Liu, Jianxun Liu:
WSRank: A Method for Web Service Ranking in Cloud Environment. DASC 2011: 585-592 - [c23]Huanhuan Li, Jianxun Liu, Yizhi Liu, Long Jin:
Evaluating Roving Patrol Effectiveness by GPS Trajectory. DASC 2011: 832-837 - [c22]Yiping Wen, Zhigang Chen, Jianxun Liu:
Activity Instance Oriented Handling in Workflows. DASC 2011: 1152-1158 - [c21]Yechun Jiang, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu:
An Effective Web Service Recommendation Method Based on Personalized Collaborative Filtering. ICWS 2011: 211-218 - [c20]Guosheng Kang, Jianxun Liu, Mingdong Tang, Xiaoqing (Frank) Liu, Kenneth K. Fletcher:
Web Service Selection for Resolving Conflicting Service Requests. ICWS 2011: 387-394 - [c19]Mingdong Tang, Jianxun Liu, Guoqing Zhang:
Improved Compact Routing Schemes for Power-Law Networks. NPC 2011: 44-58 - [c18]Yu Xu, Jianxun Liu, Mingdong Tang, Yiping Wen:
Empirical Study of Chinese Text Similarity Computation Based on Machine Translation. SKG 2011: 156-159 - [c17]Yiping Wen, Zhigang Chen, Jianxun Liu:
Activity Instance Oriented Handling to Support Run-Time Optimization of Process Cases. SKG 2011: 221-222 - 2010
- [c16]Yiping Wen, Jianxun Liu, Zhigang Chen:
An Algorithm on the Mining of Batch Processing Process. CSE 2010: 393-397 - [c15]Yiping Wen, Jianxun Liu, Zhigang Chen:
Discovering Batch Processing Area from Workflow Logs. CSE 2010: 410-414 - [c14]Chunjie Zhou, Pengfei Dai, Jianxun Liu:
The Detection of Scene Features in Flickr. ICWL Workshops 2010: 217-226
2000 – 2009
- 2009
- [j5]Jianxun Liu, Chunjie Zhou, Jian Cao:
An integrated time management model for distributed workflow management systems in Grid environments. Concurr. Comput. Pract. Exp. 21(16): 2084-2098 (2009) - [c13]Jianxun Liu, Zefeng Zhu, Yiping Wen, Jinjun Chen:
Implementation of a Visual Modeling Tool for Defining Instance Aspect in Workflow. ISPA 2009: 647-652 - 2008
- [j4]Jianxun Liu, Chunjie Zhou, Jinjun Chen:
WdCM: a workday calendar model for workflows in service grid environments. Concurr. Comput. Pract. Exp. 20(4): 377-392 (2008) - [j3]Wanchun Dou, Jinjun Chen, Jianxun Liu, Shing-Chi Cheung, Guihai Chen, Shaokun Fan:
A Workflow Engine-Driven SOA-Based Cooperative Computing Paradigm in Grid Environments. Int. J. High Perform. Comput. Appl. 22(3): 284-300 (2008) - [c12]Lei Jiang, Jianxun Liu:
Research on Web Services Maiden Business Trust Metrics, Appraisal and Filtration Model. ICYCS 2008: 850-855 - 2007
- [c11]Jianxun Liu, Chunjie Zhou, Jinjun Chen, Hongwen Liu, Yiping Wen:
A Job Scheduling Optimization Model based on Time Difference in Service Grid Environments. GCC 2007: 283-287 - [c10]Jianxun Liu, Jie Liu, Lian Chao:
Design and Implementation of an Extended UDDI Registration Center for Web Service Graph. ICWS 2007: 1174-1175 - [c9]Jie Liu, Jianxun Liu, Lian Chao, Jinjun Chen:
A Knowledge Map Based Composite Services Model and its Application in WSG-Based Services Discovery. SKG 2007: 592-593 - 2006
- [c8]Jianxun Liu, Chunjie Zhou, Mingdong Tang:
Research on the Workday Time Management Model for Workflows in Business Service Grid Environment. GCC Workshops 2006: 196-203 - [c7]Jianxun Liu, Lian Chao:
Web Services as a Graph and Its Application for Service Discovery. GCC 2006: 293-300 - [c6]Jianxun Liu, Chunjie Zhou:
An Integrated Time Management Model for Distributed Workflow Management Systems. SKG 2006: 15 - [c5]Jianxun Liu, Yiping Wen, Jie Liu:
NCAC: A Novel Chinese Address Clustering Algorithm. SKG 2006: 56 - 2005
- [j2]Jianxun Liu, Shensheng Zhang, Jinmin Hu:
A case study of an inter-enterprise workflow-supported supply chain management system. Inf. Manag. 42(3): 441-454 (2005) - 2003
- [c4]Tao Hu, Yinglin Wang, Jian Cao, Jianxun Liu:
Formalizing mobile agent system model based on ontology. SMC 2003: 2150-2155 - 2002
- [j1]Jianxun Liu, Shensheng Zhang, Yinglin Wang, Jian Cao:
A case study of an inter-enterprise workflow-supported supply chain management system. Oper. Res. 2(1): 17-34 (2002) - [c3]Jianxun Liu, Shen-sheng Zhang, Jian Cao, Jinmin Hu:
An Agent Enhanced Framework to Support Pre-dispatching of Tasks in Workflow Management Systems. EDCIS 2002: 80-89 - [c2]Jianxun Liu, Shensheng Zhang, Jinmin Hu:
A workflow model supporting pre-dispatching of tasks. SMC (2) 2002: 6 - 2001
- [c1]Jianxun Liu, Shensheng Zhang, Jian Cao:
An inter-enterprise workflow management system for B2B e-commerce and supply chain: a case study. SMC 2001: 2921-2926
Coauthor Index
aka: Xiaoqing (Frank) Liu
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