Refereed Journal Papers/Book/Book Chapters|| Refereed Conference Papers|| Invited Papers|| Talks

 

PUBLICATIONS FULL LIST

 


      2024

    1. Z. Jia, Y. Fan, and J. Zhang, "Time-Aware Location Recommendation with Multi-Scale Spatial-Temporal Graph Neural Network", IEEE Transactions on Computational Social Systems, in press. (Impact Factor: 5)
    2. X. Xie, C. Liu, J. Zhang, R. Ramachandran, T. Lee, and S. Lee, "RANGER: Context-Aware Service Unit of Work Recommendation for Incremental Scientific Workflow Composition", accepted by The 25th International Web Information Systems Engineering conference (WISE 2024).
    3. J. Zhai, J. Bi, H. Yuan, M. Wang, J. Zhang, Y. Wang, and M. Zhou, "Cost-minimized Microservice Migration with Autoencoder-assisted Evolution in Hybrid Cloud and Edge Computing Systems", IEEE Internet of Things Journal, in press. (Impact Factor: 11.043) [pdf]
    4. H. Yuan, M. Wang, J. Bi, S. Shi, J. Yang, J. Zhang, M. Zhou, and R. Buyya, "Cost-efficient Task Offloading in Mobile Edge Computing with Layered Unmanned Aerial Vehicles", IEEE Internet of Things Journal, 11(19), Oct. 1, 2024, pp. 30496-30509. (Impact Factor: 11.043) [pdf]
    5. C. Wei, Y. Fan, Z. Jia, and J. Zhang, "Cross-view Graph Alignment for Mushup Recommendation", IEEE Transactions on Services Computing (TSC), 17(5), Sep./Oct. 2024, pp. 2151-2164.. (Impact Factor: 11.019) [pdf]
    6. C. Huang, J. Shen, B. Hu, M.A.A. Haqqani, T. Lee, K. Kooner, N. Zhang, and J. Zhang, "Semantic and Visual Attention-Driven Multi-LSTM Network for Automated Clinical Report Generation", book chapter of “AI for Health Equity and Fairness”, edited by Arash Shaban-Nejad, Martin Michalowski, and Simone Bianco, Springer Verlag, Berlin, Germany, 2024, pp. 233-248.
    7. H. Yuan, J. Bi, and J. Zhang, "Multivariate Resource Usage Prediction with Frequency-Enhanced and Attention-Assisted Transformer in Cloud Computing Systems", IEEE Internet of Things Journal, 11(15), Aug. 1, 2024, pp. 26419-26429. (Impact Factor: 11.043) [pdf]
    8. B. Hu, X. Xie, J. Shen, J. Zhang, T.J. Lee, and S. Lee, "High-Order-Modal Knowledge Graph Powered API Recommendation for Mashup Development", in Proceedings of IEEE International Conference on Software Services Engineering (SSE), Jul. 7-13, 2024, pp. 204-213.
    9. J. Bi, S. Li, H. Yuan, J. Zhang, and M. Zhou, "An Improved LSTM-based Prediction Approach for Resources and Workload in Large-scale Data Centers", IEEE Internet of Things Journal, 11(12), Jun. 2024, pp. 22816-22829. (Impact Factor: 11.043) [pdf]
    10. H. Yuan, J. Bi, and J. Zhang, "Energy-Efficient Scheduling in UAV-Assisted Hierarchical Wireless Sensor Networks", IEEE Internet of Things Journal, 11(11), Jun. 2024, pp. 20194-20206. (Impact Factor: 11.043) [pdf]
    11. H. Yuan, S. Wang, J. Bi, J. Zhang, and M. Zhou, "Hybrid and Spatio-temporal Detection of Cyberattack Network Traffic in Cloud Data Centers", IEEE Internet of Things Journal, 11(10), May. 15, 2024, pp. 18035-18046. (Impact Factor: 11.043) [pdf]
    12. J. Bi, Z. Wang, H. Yuan, J. Zhang, and M. Zhou, "Cost-Minimized Computation Offloading and User Association in Hybrid Cloud and Edge Computing", IEEE Internet of Things Journal, 11(9), May 2024, pp. 16672-16683. (Impact Factor: 11.043) [pdf]
    13. H. Yuan, Q. Hu, J. Bi, G. Gong, J. Zhang, and M. Zhou, "Machine-Level Collaborative Manufacturing and Scheduling for Heterogeneous Plants", IEEE Internet of Things Journal, 11(9), May 2024, pp. 16591-16603. (Impact Factor: 11.043) [pdf]
    14. J. Bi, K. Xu, H. Yuan, J. Zhang, and M. Zhou, "Network Attack Prediction with Hybrid Temporal Convolutional Network and Bi-directional GRU", IEEE Internet of Things Journal, 11(7), Apr. 2024, pp. 12619-12630. (Impact Factor: 11.043) [pdf]
    15. C. Wei, Y. Fan, and J. Zhang, "Dynamic Relation Graph Learning for Time-aware Service Recommendation", IEEE Transactions on Network and Service Management, 21(2), 2024, pp. 1503-1517. (Impact Factor: 5.3) [pdf]
    16. J. Bi, Z. Guan, H. Yuan, and J. Zhang, "Improved Network Intrusion Classification with Attention-assisted Bidirectional LSTM and Optimized Sparse Contractive Autoencoders", Expert Systems with Applications, 244, 2024, 122966. (Impact Factor: 8.665) [pdf]
    17. J. Bi, Z. Chen, H. Yuan, and J. Zhang, "Accurate Water Quality Prediction with Attention-based Bidirectional LSTM and Encoder–decoder", Expert Systems with Applications, 238, 2024, 121807. (Impact Factor: 8.665) [pdf]
    18. J. Shen, M.A.A. Haqqani, B. Hu, C. Huang, X. Xie, T. Lee, and J. Zhang, "Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks", in Proceedings of The AAAI-24 Workshop on Scientific Document Understanding at the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, Feb. 26, 2024. [pdf]
    19. C. Huang, J. Shen, B. Hu, M.A.A. Haqqani, T. Lee, K. Kooner, N. Zhang, and J. Zhang, "Semantic and Visual Attention-Driven Multi-LSTM Network for Automated Clinical Report Generation", in Proceedings of The 8th International Workshop on Health Intelligence (W3PHIAI-24) at the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, Canada, Feb. 26-27, 2024.
    20. J. Bi, H. Yuan, S. Li, K. Zhang, J. Zhang, and M. Zhou, "ARIMA-based and Multiapplication Workload Prediction with Wavelet Decomposition and Savitzky-Golay Filter in Clouds", IEEE Transactions on Systems, Man and Cybernetics: Systems, 54(4), Jan. 2024, pp. 2495-2506. (Impact Factor: 13.451) [pdf]

      21. 2023

    21. [DISTINGUISHED PAPER AWARD] S. Xu, Q. Xiang, Y, Fan, R. Yan, and J. Zhang, "Exploiting Category Information in Sequential Recommendation", in Proceedings of 21st International Conference on Service Oriented Computing (ICSOC), Rome, Italy, Nov. 28-Dec. 1, 2023, pp. 51-66. (acceptance rate: 16.83%)
    22. Z. Jia, Y. Fan, J. Zhang, C. Wei, R. Yan, and X. Wu, "Improving Next Location Recommendation Services with Spatial-Temporal Multi-Group Contrastive Learning", IEEE Transactions on Services Computing (TSC), 16(5), 2023, pp. 3467-3478. (Impact Factor: 11.019) [pdf]
    23. X. Wu, Y. Fan, J. Zhang, and Z. Gao, "Federated Latent Dirichlet Allocation for User Preference Mining", Journal of Web Engineering, 22(4), 2023, pp. 639-678.
    24. Z. Jia, Y. Fan, and J. Zhang, "MGMASR: Multi-Graph and Multi-Aspect Neural Network for Service Recommendation in Internet of Service", IEEE Transactions on Network and Service Management, 20(3), 2023, pp. 2668-2681. (Impact Factor: 5.3) [pdf]
    25. J. Bi, H. Ma, H. Yuan, and J. Zhang, "Accurate Prediction of Workloads and Resources with Multi-head Attention and Hybrid LSTM for Cloud Data Centers", IEEE Transactions on Sustainable Computing (TSUSC), 8(3), 2023, pp. 375-384. (Impact Factor: 4.908) [pdf]
    26. Q. Xiang, S. Xu, Y. Fan, and J. Zhang, "SparkACO: A Spark-Based Ant Colony Optimization for Path Planning of Large-Scale Complex Road Networks", in Proceedings of 9th IEEE International Conference on Big Data Computing Service and Applications (BigDataService), Athens, Greece, Jul. 17-20, 2023, pp. 173-180.
    27. H. Yuan, Q. Hu, J. Bi, J. Lu, J. Zhang, and M. Zhou, "Profit-optimized Computation Offloading with Autoencoder-assisted Evolution in Large-scale Mobile Edge Computing", IEEE Internet of Things Journal, 10(13), 2023, pp. 11896-11909. (Impact Factor: 11.043) [pdf]
    28. J. Bi, Z. Wang, H. Yuan, J. Zhang, and M. Zhou, "Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for High-dimensional Problems", Information Sciences, 630, Jun. 2023, pp. 463-481. (Impact Factor: 8.233) [pdf]
    29. X. Zhang, Y. Fan, and J. Zhang, "APNet: Attention Mechanism with Point Sampling Loss Network for Remote Sensing Images Semantic Segmentation", in Proceedings of 9th IEEE International Conference on Big Data Computing Service and Applications (BigDataService), Athens, Greece, 2023, pp. 165-172. [pdf]
    30. J. Bi, Z. Wang, H. Yuan, J. Qiao, J. Zhang, M. Zhou, "Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems", in Proceedings of IEEE International Conference on Robotics and Automation (ICRA), ExCeL London, UK, May 29-Jun. 2, 2023, pp. 7966-7972. [pdf]
    31. J. Bi, J. Zhai, H. Yuan, Z. Wang, J. Qiao, J. Zhang, and M. Zhou, "Multi-Swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-Dimensional Expensive Problems", in Proceedings of IEEE International Conference on Robotics and Automation (ICRA), ExCeL London, UK, May 29-Jun. 2, 2023, pp. 7265-7271. [pdf]
    32. R. Yan, H. Lin, Y. Fan, J. Zhang, and B. Bai, "Multi-modal Reciprocal Spatiotemporal Framework for Predicting Usage Trend of Knowledge Services", IEEE Transactions on Services Computing (TSC), 16(4), 2023, pp. 2786-2799. (Impact Factor: 11.019) [pdf]
    33. C. Wei, Y. Fan, and J. Zhang, "Time-aware Service Recommendation with Social-powered Graph Hierarchical Attention Network", IEEE Transactions on Services Computing (TSC), 16(3), 2023, pp. 2229-2240. (Impact Factor: 11.019) [pdf]
    34. J. Bi, K. Zhang, H. Yuan, and J. Zhang, "Energy-Efficient Computation Offloading for Static and Dynamic Applications in Hybrid Mobile Edge Cloud System", IEEE Transactions on Sustainable Computing (TSUSC), 8(2), 2023, pp. 232-244. (Impact Factor: 8.31) [pdf]
    35. J. Bi, L. Zhang, H. Yuan, and J. Zhang, "Multi-indicator Water Quality Prediction with Attention-assisted Bidirectional LSTM and Encoder-decoder", Information Sciences, 625, May 2023, pp. 65-80. (Impact Factor: 8.233) [pdf]
    36. H. Lin, Y, Fan, J. Zhang, B. Bai, Z, Xu, and T. Lukasiewicz, "Toward Knowledge as a Service (KaaS): Predicting Popularity of Knowledge Services Leveraging Graph Neural Networks", IEEE Transactions on Services Computing (TSC), 16(1), 2023, pp. 642-655. (Impact Factor: 11.019) [pdf]

      37. 2022

    37. X. Xie, J. Zhang, R. Ramachandran, T.J. Lee, and S. Lee, "Goal-Driven Context-Aware Service Recommendation for Mashup Development", in Proceedings of The 24th IEEE/ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, Dec. 7-9, 2022, pp. 19-26. [pdf]
    38. X. Xie, J. Zhang, R. Ramachandran, T.J. Lee, and S. Lee, "Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition", in Proceedings of IEEE/ACIS 22nd International Hybrid Conference on Computer and Information Science (ICIS), Zhuhai, China, Jun. 26-28, 2022, pp. 60-65. [pdf]
    39. C. Wei, Y. Fan, and J. Zhang, "High-order Social Graph Neural Network for Service Recommendation", IEEE Transactions on Network and Service Management, 19(4), 2022, pp. 4615-4628. (Impact Factor: 4.195) [pdf]
    40. H. Yuan, J. Bi, J. Zhang, and M. Zhou, "Energy Consumption and Performance Optimized Task Scheduling in Distributed Data Centers", IEEE Transactions on Systems, Man and Cybernetics: Systems, 52(9), 2022, pp. 5506-5517. (Impact Factor: 13.451) [pdf]
    41. Z. Jia, Y. Fan, J. Zhang, X. Xu, C. Wei, and R. Yan, "A Multi-source Information Graph-based Web Service Recommendation Framework for a Web Service Ecosystem", Journal of Web Engineering, 21(8), 2022, pp. 2287-2312. [pdf]
    42. J. Zhang, Y. Fan, J. Zhang, B. Bai, "Learning to Build Accurate Service Representations and Visualization", IEEE Transactions on Services Computing (TSC), 15(3), 2022, pp. 1551-1563. (Impact Factor: 11.019) [pdf]
    43. J. Bi, X. Zhang, H. Yuan, J. Zhang, and M. Zhou, "A Hybrid Prediction Method for Realistic Network Traffic with Temporal Convolutional Network and LSTM", IEEE Transactions on Automation Science and Engineering (TASE), 19(3), 2022, pp. 1869-1879. (Impact Factor: 6.636) [pdf]
    44. J. Bi, H. Yuan, J. Zhang, and M. Zhou, "Green Energy Forecast-based Bi-objective Scheduling of Tasks across Distributed Clouds", IEEE Transactions on Sustainable Computing, 7(3), 2022, pp. 619-630. (Impact Factor: 5.4) [pdf]
    45. H. Lin, Y. Fan, J. Zhang, B. Bai, "MSP-RNN: Multi-Step Piecewise Recurrent Neural Network for Predicting the Tendency of Services Invocation", IEEE Transactions on Services Computing (TSC), 15(2), 2022, pp. 918-930. (Impact Factor: 11.019) [pdf]
    46. F. Bhuyan, S. Lu, R. Reynolds, J. Zhang, and I. Ahmed, "A Security Framework for Provenance Access Control Policies", IEEE Transactions on Services Computing (TSC), 15(1), 2022, pp. 97-109. (Impact Factor: 8.216) [pdf]

      47. 2021

    47. R. Yan, Y. Fan, J. Zhang, J. Zhang, and H. Lin, "Service Recommendation for Composition Creation based on Collaborative Attention Convolutional Network", in Proceedings of IEEE International Conference on Web Services (ICWS), Chicago, IL, USA, Sep. 5-10, 2021, pp. 397-405. (acceptance rate: 23.7%) [pdf]
    48. J. Zhang, J. Shen, B. Hu, R. Ramachandran, T.J. Lee, K. Kuo, M. Maskey, and S. Lee, "Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers", in Proceedings of IEEE International Conference on Smart Data Services (SMDS), Chicago, IL, USA, Sep. 5-10, 2021, pp. 24-32. [pdf]
    49. H. Lin, Y. Fan, J. Zhang, and B. Bai, "REST: Reciprocal Spatiotemporal Framework for Spatiotemporal Coupled Prediction", in Proceedings of International World Wide Web Conferences (WWW), Ljubljana, Slovenia, Apr 19-23, 2021, pp. 3136-3145. (acceptance rate: 21%) [pdf]

      50. 2020

    50. C. Wei, Y. Fan, J. Zhang, and H. Lin, "A-HSG: Neural Attentive Service Recommendation based on High-order Social Graph", in Proceedings of IEEE International Conference on Web Services (ICWS), Beijing, China, Oct. 18-24, 2020, pp. 338-346. (acceptance rate: 18.1%) [pdf]
    51. H. Yuan, J. Bi, M. Zhou, J. Zhang, and W. Zhang, "Improved LSTM-based Prediction Method for Highly Variable Workload and Resources in Clouds", in Proceedings of IEEE International Conference on Systems, Man and Cybernetics (SMC), Toronto, Canada, Oct. 11-14, 2020, pp. 1206-1211. [pdf]
    52. H. Yuan, J. Bi, M. Zhou, J. Zhang, and W. Zhang, "Profit-Maximized Task Offloading with Simulated-annealing-based Migrating Birds Optimization in Hybrid Cloud-Edge Systems", in Proceedings of IEEE International Conference on Systems, Man and Cybernetics (SMC), Toronto, Canada, Oct. 11-14, 2020, pp. 1218-1223. [pdf]
    53. H. Yuan, J. Bi, M. Zhou, J. Zhang, and W. Zhang, "Fine-grained Task Scheduling in Cloud Data Centers Using Simulated-annealing-based Bees Algorithm", in Proceedings of IEEE International Conference on Systems, Man and Cybernetics (SMC), Toronto, Canada, Oct. 11-14, 2020, pp. 1212-1217. [pdf]
    54. K. Huang, J. Zhang, W. Tan, and Z. Feng, "Shifting to Mobile: Network-based Empirical Study of Mobile Vulnerability Market", IEEE Transactions on Services Computing, 13(1), 2020, pp. 144-157. (Impact Factor: 5.823) [pdf]
    55. B. Bai, Y. Fan, W. Tan, and J. Zhang, "DLTSR: A Deep Learning Framework for Recommendation of Long-tail Web Services", IEEE Transactions on Services Computing (TSC), 13(1), 2020, pp. 73-85. (Impact Factor: 5.823) [pdf]

      56. 2019

    56. K. Huang, J. Zhang, W. Tan, Z. Feng, and S. Chen, "Optimizing Semantic Annotations for Web Service Invocation", IEEE Transactions on Services Computing, 12(4), 2019, pp. 590-603. (Impact Factor: 5.707) [pdf]
    57. Z. Gao, Y. Fan, X. Li, L. Gu, C. Wu, and J. Zhang, "Discovery and Analysis About the Evolution of Service Composition Patterns", Journal of Web Engineering (JWE), 18(7), 2019, pp. 579-626.
    58. X. Wu, Y. Fan, J. Zhang, H. Lin and J. Zhang, "QF-RNN: QI-Matrix Factorization Based RNN for Time-Aware Service Recommendation", in Proceedings of IEEE International Conference on Services Computing (SCC), Milan, Italy, Jul. 8-13, 2019, pp. 202-209. (acceptance rate: 20%) [pdf]
    59. K. Huang, J. Yao, and J. Zhang, "When Human Service Meets Crowdsourcing: Emerging in Human Service Collaboration", IEEE Transactions on Services Computing, 12(3), 2019, pp. 460-473. (Impact Factor: 5.707). [pdf]
    60. Z. Gao, Y. Fan, C. Wu, W. Tan, J. Zhang, Y. Ni, B. Bai, and S. Chen, "SeCo-LDA: Mining Service Co-occurrence Topics for Composition Recommendation", IEEE Transactions on Services Computing, 12(3), 2019, pp. 446-459. (Impact Factor: 5.707). [pdf]
    61. J. Bi, H. Yuan, L. Zhang, and J. Zhang, "SGW-SCN: An Integrated Machine Learning Approach for Workload Forecasting in Geo-Distributed Cloud Data Centers", Information Sciences, 481, 2019, pp. 57-68. (Impact Factor: 6.795) [pdf]
    62. Y. Hao, Y. Fan, and J. Zhang, "Service Recommendation based on Description Reconstruction in Cloud Manufacturing", International Journal of Computer Integrated Manufacturing, 32(3), 2019, pp. 294-306.

      63. 2018

    63. J. Zhang, M. Pourreza, S. Lee, R. Nemani, and T.J. Lee, "Unit of Work Supporting Generative Scientific Workflow Recommendation", in Proceedings of International Conference on Service Oriented Computing (ICSOC), Hangzhou, China, Nov. 12-15, 2018, pp. 446-462.
    64. J. Zhang, S.S. Yau, C. Pu, and O. Altintas, "Special Issue on Mobile & Cloud Computing Services", IEEE Transactions on Services Computing, 11(5), 2018, pp. 833-834.
    65. J. Zhang, M. Pourreza, R. Ramachandran, T.J. Lee, P. Gatlin, M. Maskey, A.M. Weigel, "Facilitating Data-Centric Recommendation in Knowledge Graph", in Proceedings of IEEE International Conference on Collaboration and Internet Computing (CIC), Philadelphia, PA, USA, Oct. 18-20, 2018, pp. 207-216. [pdf]
    66. M. Maskey, R. Ramachandran, J.J. Miller, J. Zhang, and I. Gurung, "Earth Science Deep Learning: Applications and Lessons Learned”, in Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, Jul. 22-27, 2018, pp. 1760-1763. [pdf]
    67. [Best Student Paper Award] H. Lin, Y. Fan, J. Zhang, and B. Bai, "PRNN: Piecewise Recurrent Neural Networks for Predicting the Tendency of Services Invocation", in Proceedings of IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, Jul. 2-7, 2018, pp. 42-49. [pdf]
    68. [Best Student Paper Award] X. Duan, J. Zhang, R. Ramachandran, P. Gatlin, M. Maskey, J.J. Miller, K. Bugbee and T.J. Lee, "A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers", in Proceedings of IEEE International Conference on Cognitive Computing (ICCC), San Francisco, CA, USA, Jul. 2-7, 2018, pp. 9-16. [pdf]
    69. [Best Student Paper Runner Up] Z. Gao, Y. Fan, C. Wu, J. Zhang, and C. Chen, "DSES: A Blockchain-powered Decentralized Service Eco-System", in Proceedings of IEEE International Conference on Cloud Computing (CLOUD), San Francisco, CA, USA, Jul. 2-7, 2018, pp. 25-32. [pdf]
    70. J. Bi, H. Yuan, J. Zhang, and M. Zhou, "Temporal Task Scheduling for Delay-constrained Applications in Geo-Distributed Cloud Data Centers", in Proceedings of IEEE International Conference on Cloud Computing (CLOUD), San Francisco, CA, USA, Jul. 2-7, 2018, pp. 138-145. [pdf]
    71. F. Bhuyan, S. Lu, R. Reynolds, I. Ahmed, and J. Zhang, "Quality Analysis for Scientific Workflow Provenance Access Control Policies", in Proceedings of IEEE International Conference on Services Computing (SCC), San Francisco, CA, USA, Jul. 2-7, 2018, pp. 261-264. [pdf]
    72. Y. Zhong, Y. Fan, W. Tan, and J. Zhang, "Service Recommendation with Reconstructed Service Profile from Mashup Descriptions", IEEE Transactions on Automation Science and Engineering (TASE), 15(2), 2018, pp. 468-478. (Impact Factor: 3.502) [pdf]
    73. B. Bai, Y. Fan, W. Tan, J. Zhang, K. Huang, and J. Bi, "End-to-End Web Service Recommendation by Extending Collaborative Topic Regression", International Journal of Web Services Research (JWSR), 15(1), 2018, pp. 89-112.
    74. Y. Gil, S.A. Pierce, H. Babaie, A. Banerjee, K. Borne, G. Bust, M. Cheatham, I. Ebert-Uphoff, C. Gomes, M. Hill, J. Horel, L. Hsu, J. Kinter, C. Knoblock, D. Krum, V. Kumar, P. Lermusiaux, Y. Liu, C. North, V. Pankratius, S. Peters, B. Plale, A. Pope, S. Ravela, J. Restrepo, A. Ridley, H. Samet, S. Shekhar, K. Skinner, P. Smyth, B. Tikoff, L. Yarmey, and J. Zhang, "Intelligent Systems for Geosciences: An Essential Research Agenda", Communications of the ACM, 62(1), pp. 76-84. (Impact Factor: 11.22) [pdf]

      75. 2017

    75. S. Chen, Y. Fan, W. Tan, J. Zhang, B. Bai, and Z. Gao, "Service Recommendation based on Separated Time-aware Collaborative Passion Factorization", Journal of Web Engineering (JWE), 16(7&8), 2017, pp. 595-618. [pdf]
    76. F. Bhuyan, S. Lu, I. Ahmed, and J. Zhang, "Predicting Efficacy of Therapeutic Services for Autism Spectrum Disorder Using Scientific Workflows", in Proceedings of The 4th Big Data Analytic Technology for Bioinformatics and Health Informatics Workshop (KDDBHI) at The IEEE International Conference on Big Data (Big Data), Boston, MA, USA, Dec. 11-14, 2017. [pdf]
    77. [Best Paper Award] B. Bai, Y. Fan, W. Tan, and J. Zhang, "SR-LDA: Mining Effective Representations for Generating Service Ecosystem Knowledge Maps", in Proceedings of The 14th IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 124-131. [pdf]
    78. Q. Bao, J. Zhang, X. Duan, R. Ramachandran, T.J. Lee, Y. Zhang, Y. Xu, S. Lee, L. Pan, P. Gatlin, and M. Maskey, "A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation", in Proceedings of The 24th IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 220-228. [pdf]
    79. X. Duan, J. Zhang, Q. Bao, R. Ramachandran, T.J. Lee, S. Lee, and L. Pan, "Linking Design-Time and Run-Time: A Graph-based Uniform Workflow Provenance Model", in Proceedings of The 24th IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 97-105. [pdf]
    80. J. Zhang, Y. Fan, W. Tan, and J. Zhang, "Recommendation for Newborn Services by Divide-and-Conquer", in Proceedings of The 24th IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 57-64. [pdf]
    81. Y. Hao, Y, Fan, W. Tan, and J. Zhang, "Service Recommendation Based on Targeted Reconstruction of Service Descriptions", in Proceedings of The 24th IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 285-292. [pdf]
    82. H. Yuan, J. Bi, J. Zhang, W. Tan, and K. Huang, "Workload-Aware Revenue Maximization in SDN-Enabled Data Center", in Proceedings of The 10th IEEE International Conference on Cloud Computing (CLOUD), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 18-25. [pdf]
    83. Z. Gao, Y. Fan, C. Wu, W. Tan, and J. Zhang, "Service Recommendation from the Evolution of Composition Patterns", in Proceedings of The 14th IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 108-115. [pdf]
    84. F.A. Bhuyan, S. Lu, D. Ruan, and J. Zhang, "Scalable Provenance Storage and Querying Using Pig Latin for Big Data Workflows", in Proceedings of The 14th IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 459-466. [pdf]
    85. S. Lee, C. Zhai, T. Kubar, B. Tang, L. Pan, J. Li, J. Zhang, and Q. Bao, "Educational and Scientific Applications of Climate Model Diagnostic Analyzer", in Proceedings of The 6th IEEE International Congress on Big Data (BigData Congress), Honolulu, HI, USA, Jun. 25-30, 2017, pp. 392-397. [pdf]
    86. J. Bi, H. Yuan, W. Tan, M. Zhou, Y. Fan, J. Zhang, and J. Li, "Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center", IEEE Transactions on Automation Science and Engineering (TASE), 14(2), 2017, pp. 1172-1184. [pdf]
    87. J.A. Miller, H. Zhu, and J. Zhang, "Special Issue on Advances in Web Services Research", IEEE Transactions on Services Computing, 10(1), 2017, pp. 5-8.

      88. 2016

    88. J. Zhang, Q. Bao, X. Duan, S. Lu, L. Xue, and P. Tang, "Collaborative Scientific Workflow Composition as a Service - An Infrastructure Supporting Collaborative Data Analytics Workflow Design and Management", in Proceedings of IEEE International Conference on Collaboration and Internet Computing (CIC), Pittsburgh, PA, USA, Nov. 1-3, 2016, pp. 219-228. [pdf]
    89. [Best Paper Runner Up] J. Zhang, W. Wang, S. Lu, Y. Bai, Q. Bao, T.J. Lee, K. Nagaraja, and N. Radia, "A Bloom Filter-Powered Technique Supporting Scalable Semantic Service Discovery in Service Networks", in Proceedings of The 23rd IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, Jun. 27-Jul. 2, 2016, pp. 81-90. [pdf]
    90. [Best Paper Runner Up] K. Huang, J. Yao, J. Zhang, and Z. Feng, "Human-as-a-Service: An Empirical Study of Growth in Human Service Ecosystem", in Proceedings of The 13th IEEE International Conference on Services Computing (SCC), San Francisco, CA, USA, Jun. 27-Jul. 2, 2016, pp. 90-97. [pdf]
    91. [Best Student Paper Runner Up] Z. Gao, Y. Fan, C. Wu, W. Tan, J. Zhang, Y. Ni, B. Bai, and S. Chen, "SeCo-LDA: Mining Service Co-occurrence Topics for Recommendation", in Proceedings of The 23rd IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, Jun. 27-Jul. 2, 2016, pp. 25-33. [pdf]
    92. S. Chen, Y. Fan, W. Tan, J. Zhang, B. Bai, and Z. Gao, "Time-Aware Collaborative Poisson Factorization for Service Recommendation", in Proceedings of The 23rd IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, Jun. 27-Jul. 2, 2016, pp. 196-203. [pdf]
    93. T.H.A.S. Siriweera, I. Paik, J. Zhang, and B.T.G.S. Kumara, "Big Data Analytic Service Discovery Using Social Service Network with Domain Ontology and Workflow Awareness", in Proceedings of The 23rd IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, Jun. 27-Jul. 2, 2016, pp. 324-331. [pdf]
    94. W. He, S.S. Sarvestani, I-L. Yen, and J. Zhang, "Special Issue on Cyber-Physical Systems and Services", IEEE Transactions on Services Computing, 9(2), 2016, pp. 172-173.
    95. L. Colucci, P. Doshi, K.-L. Lee, J. Liang, Y. Lin, I. Vashishtha, J. Zhang, and A. Jude, "Evaluating Item-Item Similarity Algorithms for Movies", in Proceedings of the CHI Extended Abstracts, San Jose, CA, USA, May 7-12, 2016, pp. 2141-2147. [pdf]

      96. 2015

    96. S. Lee, L. Pan, C. Zhai, B. Tang, T. Kubar, J. Zhang, and W. Wang, "Climate Model Diagnostic Analyzer", in Proceedings of 2015 IEEE International Conference on Big Data (Big Data), Santa Clara, CA, USA, Oct. 29-Nov. 1, 2015, pp. 1887-1891. [pdf]
    97. B. Xia, Y. Fan, W. Tan, K. Huang, J. Zhang, and C. Wu, "Category-Aware API Clustering and Distributed Recommendation for Automatic Mashup Creation", IEEE Transactions on Services Computing (TSC), 8(5), 2015, pp. 674-687. (Impact Factor: 3.049) [pdf]
    98. Y. Zhong, Y. Fan, K. Huang, W. Tan, and J. Zhang, "Time-Aware Service Recommendation for Mashup Creation", IEEE Transactions on Services Computing (TSC), 8(3), 2015, pp. 356-368. (Impact Factor: 3.049) [pdf]
    99. J. Yao, W. Tan, S. Nepal, S. Chen, J. Zhang, D. De Roure and C. Goble, "ReputationNet: Reputation-based Service Recommendation for e-Science", IEEE Transactions on Services Computing (TSC), 8(3), 2015, pp. 439-452. (Impact Factor: 3.049) [pdf]
    100. J. Zhang, C. Lee, S. Wang, V. Sriram, P. Votava, T.J. Lee, N. Saini, P. Rao, and R. Nemani, "A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation", International Journal of Web Services Research (JWSR), 12(3), 2015, pp. 25-47.
    101. J. Zhang, C. Lee, P. Votava, T.J. Lee, R. Nemani, and I. Foster, "A Community-Oriented Workflow Reuse and Recommendation Technique", International Journal of Business Process Integration and Management (IJBPIM), 7(3), 2015, pp. 197-212.
    102. L.E. Moser, B.M. Thuraisingham, and J. Zhang, "Services in the Cloud", IEEE Transactions on Services Computing (TSC), 8(2), 2015, pp. 172-174.
    103. J. Bi, H. Yuan, Y. Fan, W. Tan, and J. Zhang, "Dynamic Fine-Grained Resource Provisioning for Heterogeneous Applications in Virtualized Cloud Data Center", in Proceedings of the 8th IEEE International Conference on Cloud Computing (CLOUD), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 429-436. [pdf]
    104. J. Zhang, W. Wang, X. Wei, C. Lee, S. Lee, L. Pan, and T.J. Lee, "Climate Analytics Workflow Recommendation as a Service - Provenance-Driven Automatic Workflow Mashup", in Proceedings of 22nd IEEE International Conference on Web Services (ICWS), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 89-97. [pdf]
    105. J. Chen, Z. Feng, S. Chen, K. Huang, W. Tan, and J. Zhang, "A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization", in Proceedings of the 22nd IEEE International Conference on Web Services (ICWS), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 361-368. [pdf]
    106. B.T.G.S. Kumara, I. Paik, J. Zhang, T.H.A.S. Siriweera, K.R.C. Koswatte, "Ontology-Based Workflow Generation for Intelligent Big Data Analytics", in Proceedings of the 22nd IEEE International Conference on Web Services (ICWS), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 495-502. [pdf]
    107. R. Shi, J. Zhang, W. Chu, Q. Bao, X. Jin, C. Gong, Q. Zhu, C. Yu, and S. Rosenberg, "MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization", in Proceedings of 12th IEEE International Conference on Services Computing (SCC), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 65-73. [pdf]
    108. K. Huang, J. Zhang, W. Tan, Z. Feng, "An Empirical Analysis of Contemporary Android Mobile Vulnerability Market", in Proceedings of the 4th IEEE International Conference on Mobile Computing (MS), New York, NY, USA, Jun. 27-Jul. 2, 2015, pp. 182-189. [pdf]
    109. O. Altintas and J. Zhang, (Eds.), Proceedings of 2015 IEEE International Conference on Mobile Services (MS), New York City, NY, USA, Jun. 27 - Jul. 2, 2015, IEEE CS Press, ISBN 978-1-4673-7284-8.

      2014

    110. [Best Student Paper Award] Y. Zhong, Y. Fan, K. Huang, W. Tan, and J. Zhang, "Time-Aware Service Recommendation for Mashup Creation in an Evolving Service Ecosystem", in Proceedings of The 21th IEEE International Conference on Web Services (ICWS), Anchorage, AK, USA, Jun. 27-Jul. 2, 2014, pp. 25-32.[pdf]
    111. B. Xia, Y. Fan, C. Wu, K. Huang, W. Tan, J. Zhang, and B. Bai, "Domain-Aware Service Recommendation for Service Composition", in Proceedings of The 21th IEEE International Conference on Web Services (ICWS), Anchorage, AK, USA, Jun. 27-Jul. 2, 2014, pp. 439-446.[pdf]
    112. J. Zhang, C. Lee, S. Xiao, P. Votava, T.J. Lee, R. Nemani and I. Foster, "A Community-Driven Workflow Recommendations and Reuse Infrastructure", in Proceedings of The 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE), Oxford, UK, Apr. 7-11, 2014, pp. 162-172. [pdf]
    113. J. Zhang, D. Kuc, and S. Lu, "Confucius: A Tool Supporting Collaborative Scientific Workflow Composition", IEEE Transactions on Services Computing (TSC), 7(1), 2014, pp. 2-17.[pdf]

      114. 2013

    114. J. Zhang, Z. Li, O. Sandoval, N. Xin, Y. Ren, B. Iannucci, M. Griss, S. Rosernberg, R.A. Martin, J. Cao, A. Rowe, "Supporting Personizable Virtual Internet of Things", in Proceedings of The 10th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC-2013), Vietri sul Mare, Italy, Dec. 18-21, 2013, pp. 329-336. [pdf]
    115. J. Zhang, N. Radia, Z. Li, N. Xin, Y. Ren, P. Sachdeva, P. Subramanyam, S. Hu, S. Luan, L. Lee, B. Xing, D. Li, J. Cao, T. Selker, B. Iannucci, M. Griss, A. Rowe, "An Infrastructure Supporting Considerate Sensor Service Provisioning", in Proceedings of the 6th IEEE International Conference on Service Oriented Computing and Applications (SOCA), Kauai, HA, USA, Dec. 16-18, 2013, pp. 69-76. [pdf]
    116. L.-J. Zhang and J. Zhang, "Service Oriented Solution Modeling and Variation Propagation Analysis based on Architectural Building Blocks", International Journal of Web Services Research (JWSR), 10(4), 2013.
    117. J. Wang, Z. Feng, J. Zhang, P.C.K. Hung, K. He, and L.-J. Zhang, "A Unified RGPS-Based Approach Supporting Service-Oriented Process Customization", book chapter in "Web Services Foundations", edited by Athman Bouguettaya and Schahram Dustdar, Springer Verlag, pp. 657-682.
    118. J. Zhang, P. Votava, T.J. Lee, S. Adhikarla, I. Kulkumjon, M. Schlau, D. Natesan, R. Nemani, "A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation", in Proceedings of The IEEE 10th International Conference on Services Computing (SCC), Santa Clara, CA, USA, Jun. 27-Jul. 2, 2013, pp. 57-64.[pdf]
    119. J. Zhang, B. Iannucci, M. Hennessy, K. Gopal, S. Xiao, S. Kumar, D. Pfeffer, B. Aljedia, Y. Ren, M. Griss, S. Rosenberg, J. Cao, A. Rowe, "Sensor Data as a Service - A Federated Platform for Mobile Data-Centric Service Development and Sharing", in Proceedings of The IEEE 10th International Conference on Services Computing (SCC), Santa Clara, CA, USA, Jun. 27-Jul. 2, 2013, pp. 446-453.[pdf]
    120. J. Zhang, P. Votava, T.J. Lee, O. Chu, C. Li, D. Liu, K. Liu, N. Xin, R. Nemani, "Bridging VisTrails Scientific Workflow Management System to High Performance Computing", IEEE 7th International Workshop on Scientific Workflows (SWF), in Proceedings of The IEEE 9th World Congress on Services (SERVICES), Santa Clara, CA, USA, Jun. 27-Jul. 2, 2013, pp. 29-36.[pdf]
    121. B. Plale, M.R. Lyu, J. Zhang (Eds.), 2013 IEEE 20th International Conference on Web Services (ICWS), Jun. 27-Jul. 2, 2013, Santa Clara, CA, USA, IEEE CS Press.
    122. L.-J. Zhang and J. Zhang, "Technical Architecture of Enabling Body of Knowledge System for Effective Learning and Information Dissemination", International Journal of Web Services Research (JWSR), 10(2), 2013, pp. 41-62.[pdf]
    123. I. Bojanova, J. Zhang, J.M. Voas, "Cloud Computing", IEEE IT Professional, 15(2), 2013, pp. 12-14.

      124. 2012

    124. J. Zhang, J. Wang, P.C.K. Hung, Z. Li, J. Liu, and K. He, "Leveraging Incrementally Enriched Domain Knowledge to Enhance Service Categorization", International Journal of Web Services Research (JWSR), 9(3), 2012, pp. 43-66.
    125. J. Yao, W. Tan, S. Nepal, S. Chen, J. Zhang, D. De Roure, C.A. Goble, "ReputationNet: A Reputation Engine to Enhance ServiceMap by Recommending Trusted Services", in Proceedings of The 9th IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jun. 24-29, 2012, pp. 454-461. [pdf]
    126. D. Ruan, S. Lu, A. Mohan, X. Fei, J. Zhang, "A User-Defined Exception Handling Framework in the VIEW Scientific Workflow Management System", in Proceedings of The 9th IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jun. 24-29, 2012, pp. 274-281. [pdf]
    127. J. Fiaidhi, I. Bojanova, J. Zhang, L.-J. Zhang, "Enforcing Multitenancy for Cloud Computing Environments", IEEE IT Professional, 14(1), Jan./Feb. 2012, pp. 16-18.
    128. C.A. Goble, P.P. Chen, J. Zhang (Eds.), Proceedings of 2012 IEEE 19th International Conference on Web Services (ICWS), IEEE CS Press, ISBN 978-1-4673-2131-0.

      129. 2011

    129. J. Wang, J. Zhang, P.C.K. Hung, Z. Li, J. Liu, and K. He, "Leveraging Fragmental Semantic Data to Enhance Services Discovery", in Proceedings of 13th IEEE International Conference on High Performance Computing & Communication (HPCC), Banff, Alberta, Canada, Sep. 2-4, 2011, pp. 687-694. [pdf]
    130. [Best Paper Award] J. Zhang, W. Tan, J. Alexander, I. Foster and R. Madduri, "Recommend-As-You-Go: A Novel Approach Supporting Services-Oriented Scientific Workflow Reuse", in Proceedings of IEEE International Conference on Services Computing (SCC), Washington DC, USA, Jul. 4-9, 2011, pp. 48-55. [pdf]
    131. J. Zhang, R. Madduri, W. Tan, K. Deichl, J. Alexander, and I. Foster, "Toward Semantics Empowered Biomedical Web Services", in Proceedings of IEEE International Conference on Web Services (ICWS), Washington DC, USA, Jul. 4-9, 2011, pp. 371-378. [pdf]
    132. W. Tan, J. Zhang, R. Madduri, I. Foster, D. De Roure, and C. Goble, "ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics", in Proceedings of IEEEInternational Conference on Services Computing (SCC), Washington DC, USA, Jul. 4-9, 2011, pp. 608-615. [pdf]
    133. X. Fei, S. Lu, and J. Zhang, "A Granular Concurrency Control for Collaborative Scientific Workflow Composition", in Proceedings of IEEE International Conference on Services Computing (SCC), Washington DC, USA, Jul. 4-9, 2011, pp. 410-417.[pdf]
    134. I. Foster, L. Moser, and J. Zhang, (Ed.) Proceedings of 2011 IEEE International Conference on Web Services (ICWS), IEEE CS Press. [Link]
    135. J. Zhang, K. Akula, M. Karim, and R.K.R. Ariga, "A University-Oriented Web 2.0 Services Portal", Information System Frontiers (ISF), Springer, 13(2), 2011, pp. 251-264. [pdf]
    136. S. Lu and J. Zhang, "Collaborative Scientific Workflows Supporting Collaborative Science", International Journal of Business Process Integration and Management (IJBPIM), 5(2), 2011, pp. 185-199.[pdf]
    137. S.J.H. Yang, J. Zhang, S.T.C. Tsai, J.J.S. Huang, "Applying Semantic Segment Detection to Enhance Web Page Presentation on the Mobile Internet", Journal of Information Science and Engineering (JISE), 27(2), 2011, pp. 697-713.[pdf]
    138. J. Zhang, "A Mobile Agent-Based Tool Supporting Web Services Testing", Wireless Personal Communications (WPC), Springer, 56(1), Jan., 2011, pp. 147-172. [pdf]
    139. S.J.H. Yang, J. Zhang, A. Su, and J.J.P. Tsai, "A Collaborative Multimedia Annotation Tool for Enhancing Knowledge Sharing in CSCL", Interactive Learning Environment, 19(1), 2011, pp. 45-62. [pdf]

      140. 2010

    140. L.-J. Zhang, J. Zhang, L. Fiaidhi, and J.M. Chang, "Hot Topics in Cloud Computing", IT Professional, Sep./Oct., 2010, pp. 17-19. [pdf]
    141. W. Tan, J. Zhang, and I. Foster, "Network Analysis of Scientific Workflows: A Gateway to Reuse", IEEE Computer, Sep. 2010: pp. 54-61. [pdf]
    142. A.Y.S. Su, S.J.H. Yang, W.-Y. Hwang, and J. Zhang, "A Web 2.0-Based Collaborative Annotation System for Enhancing Knowledge Sharing in Collaborative Learning Environments", Computer and Education, 55(2), Sep., 2010, pp. 752-766. [pdf]
    143. R.C.S. Chen, S.J.H. Yang, and J. Zhang, "Enhancing the Precision of Content Analysis in Content Adaptation using Entropy-Based Fuzzy Reasoning", Expert Systems with Applications, Elsevier Ltd, 37(8), 2010, pp. 5706-5719. [pdf]
    144. J. Zhang, D. Kuc, and S. Lu, "Confucius: A Scientific Collaboration System Using Collaborative Scientific Workflows", in Proceedings of The 8th IEEE International Conference on Web Services (ICWS), Miami, FL, USA, Jul. 5-10, 2010, pp. 567-575. [pdf]
    145. J. Zhang, "Co-Taverna: A Tool Supporting Collaborative Scientific Workflows", in Proceedings of The 7th IEEE International Conference on Services Computing (SCC), Miami, FL, USA, Jul. 5-10, 2010, pp. 41-48. [pdf]
    146. L.-J. Zhang, Z. Chen, M. Luo, J. Zhang, and P. Hung, "A Reference Model for Master Program of Services Computing", in Proceedings of IEEE Congress on Services (CONGRESS), Miami, FL, USA, Jul. 5-10, 2010, pp. 72-79. [pdf]
    147. C. Pu, S. Singhal, and J. Zhang, (Ed.) Proceedings of 2010 IEEE International Conference on Web Services (ICWS), IEEE CS Press. [Link]
    148. S.J.H. Yang, J. Zhang, J.J.S. Huang, and J.J.P. Tsai, "Using Description Logics for the Provision of Context-Driven Content Adaptation Services", International Journal of Systems and Service-Oriented Engineering (IJSSOE), 1(1), 2010, pp. 96-129. [pdf]

      149. 2009

    149. L.-J. Zhang and J. Zhang, "An Integrated Service Model Approach for Enabling SOA", IEEE IT Professional, Sep./Oct. 11( 5), 2009, pp. 28-33. [pdf]
    150. S.J.H. Yang, J. Zhang, and A.F.M. Huang, "Model, Properties, and Applications of Context-Aware Web Services", book chapter of "Machine Learning in Cyber Trust: Reliability, Security, Privacy", Springer, 2009. [Link]
    151. L.-J. Zhang and J. Zhang, "SOA Reference Architecture", book chapter of "Web Services Research for Emerging Applications: Discoveries and Trends", IGI Global, Hershey, PA, USA, 2010, pp. 1-15.
    152. L.-J. Zhang and J. Zhang, "Componentization of Business Process Layer in the SOA Reference Architecture", IEEE International Conference on Services Computing (SCC), Bangalore, India, Sep. 21-25, 2009, pp. 316-323.
    153. L.-J. Zhang and J. Zhang, "Architecture-Driven Variation Analysis for Designing Cloud Applications", IEEE International Conference on Cloud Computing (CLOUD), Bangalore, India, Sep. 21-25, 2009, pp. 125-134.
    154. L.-J. Zhang and J. Zhang, "Design of Service Component Layer in SOA Reference Architecture", in Proceedings of IEEE The 33th Annual International Computer Software and Applications Conference (COMPSAC), Seattle, WA, USA, Jul. 20-24, 2009, pp. 474-479.
    155. S. Lu and J. Zhang, "Collaborative Scientific Workflows", in Proceedings of IEEE International Conference on Web Services (ICWS), Los Angeles, CA, USA, Jul. 6-10, 2009, pp. 527-534.
    156. S.J.H. Yang, J. Zhang, L. Lin, and J.J.P. Tsai, "Improving Peer-to-Peer Search Performance through Intelligent Social Search", Expert Systems with Application, 36(7), 2009, pp. 10312-10324. [pdf]
    157. E. Damiani, R. Chang, and J. Zhang, (Ed.) Proceedings of 2009 IEEE International Conference on Web Services (ICWS), IEEE CS Press.
    158. J. Voas and J. Zhang, "Cloud Computing: New Wine or Just A New Bottle?" IEEE IT Professional, Mar./Apr., 2009, pp. 15-17.[pdf]
    159. J.J.P. Tsai, J. Zhang, J.J.S. Huang, and S.J.H. Yang, "Supporting CSCW and CSCL with Intelligent Social Grouping Services", International Journal of Software Science and Computational Intelligence, 1(1), Jan.-Mar. 2009, pp. 51-63.
    160. S.J.H. Yang, J. Zhang, J.J.P. Tsai, and A.F.M. Huang, "SOA-based Content Delivery Model for Mobile Internet Navigation", International Journal on Artificial Intelligence Tools (IJAIT), 18(1), 2009, pp. 141-161. [pdf]

      161. 2008

    161. S.J.H. Yang, J. Zhang, and I.Y.L. Chen, "A JESS enabled context elicitation system for providing context-aware Web services", Expert Systems with Applications, 34, 2008, pp. 2254-2266.
    162. J. Zhang and D. Xu, "A Mobile Agent-Supported Web Services Testing Platform", in Proceedings of The 3rd International Symposium on Trustworthiness, Reliability and services in Ubiquitous, and Sensor Networks (TRUST), Shanghai, China, Dec. 17-20, 2008, pp. 637-644.
    163. S.J.H. Yang, J. Zhang, and A.F.M. Huang, "Applying Web Page Adaptation Technique to the Augmentation of Mobile Learning", Research and Practice in Technology Enhanced Learning, 3(3), 2008, pp. 253-273. [pdf]
    164. S.J.H. Yang, J. Zhang, A.F.M. Huang, J.J.P. Tsai, and P.S. Yu, "A Context-driven Content Adaptation Planner for Improving Mobile Internet Accessibility", in Proceedings of IEEE International Conference on Web Services (ICWS), Beijing, China, Sep. 23-26, 2008, pp. 88-95.
    165. J. Zhang, M. Karim, K. Akula, and R.K.R. Ariga, "Design and Development of A University-Oriented Personalizable Web 2.0 Mashup Portal", in Proceedings of IEEE International Conference on Web Services (ICWS), Beijing, China, Sep. 23-26, 2008, pp. 417-424.
    166. S.J.H. Yang, J. Zhang, and S.T.C. Tsai, "An Automatic Semantic Segment Detection Service for HTML Documents", in Proceedings of IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jul. 8-11, 2008, pp. 210-217.
    167. L.-J. Zhang, J. Zhang, and A. Allam, "A Method and Case Study of Designing Presentation Module in An SOA-based Solution Using Configurable Architectural Building Blocks (ABBs)", in Proceedings of IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, Jul. 8-11, 2008, pp. 459-467.
    168. R.K.R. Ariga, K. Akula, S.R. Gujjala, M. Karim, S. Ramesh, and J. Zhang, "iNIU – A Services Portal for NIU Students", in Proceedings of IEEE Congress on Services (SERVICES), Honolulu, HI, USA, Jul. 8-11, 2008, pp. 144-151. (Guided student contest paper)
    169. P.A. Laplante, J. Zhang, and J. Voas, "Distinguishing between Software Oriented Architecture and Software as a Service: What's in a Name?", IEEE IT Professional, 10(3), May/Jun. 2008, pp. 46-50.
    170. J. Zhang, L.-J. Zhang, F. Quek, and J.-Y. Chung, "A Framework Supporting Context-Aware Multimedia Web Services Delivery", book chapter of “Web Services Research and Practices”, IGI Global, Hershey, PA, USA, 2008, pp. 110-134.
    171. J. Zhang, N. Zhang, and L.-J. Zhang, "An SLA-Based Auction Pricing Method Supporting Web Services Provisioning", book chapter of “Modern Technologies in Web Services Research”, IGI Global, Hershey, PA, USA, 2008, pp. 224-259.

      172. 2007

    172. J. Zhang, C.K. Chang, P.C.K. Hung, and L.-J. Zhang, "Toward a Service-Oriented Development Through a Case Study", IEEE Transactions on Systems, Man, and Cybernetics, Part A, 37(6), pp. 955-969. [pdf]
    173. S.J.H. Yang, J. Zhang, R.C.S. Chen, and N.W.Y. Shao, "A Unit of Information-Based Content Adaptation Method for Improving Web Content Accessibility in the Mobile Internet", Electronics and Telecommunications Research Institute (ETRI) Journal, 29(6), Dec. 2007, pp. 794-807.
    174. S.J.H. Yang, J. Zhang, and I.Y.L. Chen, "Ubiquitous Provision of Context-Aware Web Services", International Journal of Web Services Research (JWSR), 4(4), Oct.-Dec. 2007, pp. 83-103.
    175. L.-J. Zhang, J. Zhang, and H. Cai, "Services Computing", ISBN: 978-3-540-38281-2, published by Springer, Jun. 2007.
    176. L.-J. Zhang, K.P. Birman, and J. Zhang, (Ed.) “Proceedings of 2007 IEEE International Conference on Web Services (ICWS)”, IEEE CS Press.
    177. S.J.H. Yang, J. Zhang, N.W.Y. Shao, and R.C.S. Chen, "A Service Supporting Universal Access to Mobile Internet with Unit of Information-Based Intelligent Content Adaptation", in Proceedings of IEEE International Conference on Web Services (ICWS), Salt Lake City, UT, USA, Jul. 9-13, 2007, pp. 904-911.
    178. S.J.H. Yang, J. Zhang, I.Y.L. Chen, “Web 2.0 Services for Identifying Communities of Practice through Social Networks”, in Proceedings of IEEE International Conference on Services Computing (SCC), Salt Lake City, UT, USA, Jul. 9-13, 2007, pp. 130-137.
    179. S.J.H. Yang, J. Zhang, and B.C.W. Lan, "Service Level Agreement-Based QoS Analysis for Web Services Discovery and Composition", Internet and Enterprise Management (IJIEM), 5(1), 2007, pp. 39-58.
    180. J. Zhang, C.K. Chang, and S.W. Kim, "A Petri Net-Based Specification Model towards Verifiable Services Computing", book chapter of "Enterprise Service Computing: From Concept to Deployment", Idea Group Inc., Hershey, PA, USA, 2007, pp. 285-321.
    181. J. Zhang and J.-Y. Chung, "A Case Study of E-Services Oriented Architecture Transition During Development", book chapter of "Management of E-Commerce and E-Government", Nova Science Publishers, Inc., New York, NY, USA, 2007, pp. 17-34.

      182. 2006

    182. J. Zhang and J.-Y. Chung, "An Open Framework Supporting Multimedia Web Services", Journal of Multimedia Tools and Applications, 30(2), Aug., 2006, pp. 149-164.
    183. J. Zhang, "Extended Collaboration Description Language (X-CODL)", in Proceedings of 10th IEEE International Conference on Enterprise Distributed Object Computing (EDOC), Hong Kong, Oct. 16-20, pp. 56-66.
    184. I.Y.L. Chen, S.J.H. Yang, and J. Zhang, "Ubiquitous Provision of Context Aware Web Services", in Proceedings of IEEE International Conference on Services Computing (SCC), Chicago, IL, USA, Sep. 18-22, 2006, pp. 60-68.
    185. J. Zhang, N. Zhang, and L.-J. Zhang, "Auction-Based Pricing Model for Web Service Providers", International Journal of Web Services Research (JWSR), 3(3), 2006, pp. 82-107.
    186. Z. Luo, J. Zhang, and R.M. Badia, "Service Grid for Business Computing", book chapter of "Grid Technologies: Emerging from Distributed Architectures to Virtual Organizations", WIT Press, Billerica, MA, USA, 2006.
    187. H. Li, P.C.K. Hung, J. Zhang, and D. Ahn, "Privacy Issues of Applying RFID in Retail Industry", International Journal of Cases of Electronic Commerce (IJCEC), 2(3), 2006, pp. 33-52.
    188. J. Zhang and R.G. Qiu, "Fault Injection-based Test Case Generation for SOA-oriented Software", USA NSF Delegation, co-located at 2006 IEEE International Conference on Service Operations and Logistics, and Informatics, Shanghai, China, Jun. 21-23, 2006, pp. 1070-1078. (invited)
    189. J. Zhang, "A Mobile Agents-based Approach to Test the Reliability of Web Services", International Journal of Web and Grid Services, 2(1), 2006, pp. 92-117.
    190. C.K. Chang, J. Zhang, and K.H. Chang, "Survey of Computer-Supported Business Collaboration in Support of Business Processes", International Journal of Business Process Integration and Management (IJBPIM), 1(2), 2006, pp. 76-100.

      191. 2005

    191. Z. Luo, J. Zhang, D. Dai, and Q. Kun, "An Integrated Services Framework for Location Discovery to Support Location Based Services", in Proceedings of The 2nd IEEE International Conference on Mobile Technology, Applications and Systems, Guangzhou, China, Nov. 15-17, 2005.
    192. J. Zhang and Z. Luo, "Web Services Testing for Reliability Assessment", in Proceedings of Workshop on Software Assessment (WOSA), Co-located with The 16th IEEE International Symposium on Software Reliability Engineering (ISSRE), Chicago, IL, USA, Nov. 8, 2005.
    193. J. Zhang and J. Voas, "Automatic Test Case Generation towards Web Services Reliability Testing", in Proceedings of The 16th IEEE International Symposium on Software Reliability Engineering (ISSRE) (Abstract).
    194. J. Zhang and L.-J. Zhang, "Criteria Analysis and Validation of the Reliability of Web Services-oriented Systems", in Proceedings of IEEE International Conference on Web Services (ICWS), Orlando, FL, USA, Jul. 11-15, pp. 621-628.
    195. H. Li, P. Hung, J. Zhang, and D. Ahn, "Designing Privacy Policies for Adopting RFID in the Retail Industry", in Proceedings of The 2nd IEEE International Conference on Services Computing (SCC), Orlando, FL, USA, Jul. 11-15, 2005, pp. 251-252.
    196. A. Sangtani, R. Pal, and J. Zhang, "Short Circuit Switch - An Intelligent Web Services Discovery and Invocation Engine", in Proceedings of IEEE International Conference on Services Computing (SCC), Orlando, FL, USA, Jul. 11-15, 2005, pp. 241-242.
    197. Z. Luo, J.S. Li, and J. Zhang, "A Web Services Community Model for Services Provisioning", in Proceedings of IEEE International Conference on Services Systems and Services Management, Chongqing, China, Jun. 13-15, 2005, pp. 560-565.
    198. J. Zhang and L.-J. Zhang, "A Framework to Ensure Trustworthy Web Services", International Journal of Web Services Research (JWSR), 2(3), Jul.-Sep. 2005, pp. 1-6.
    199. J. Zhang and L.-J. Zhang, "Web Services Quality Testing", International Journal of Web Services Research, 2(2), Apr.-Jun. 2005, pp. 1-4.
    200. J. Zhang, "Trustworthy Web Services: Actions for Now", IEEE IT Professional, Jan./Feb. 2005, pp. 32-36.
    201. J. Zhang, L.-J. Zhang, F. Quek, and J.-Y. Chung, "A Service-Oriented Multimedia Componentization Model", International Journal of Web Services Research, 2(1), Jan.-Mar. 2005, pp. 54-76.

      202. 2004

    202. J. Zhang, "An Approach to Facilitate Reliability Testing of Web Services Components", in Proceedings of IEEE 15th International Symposium on Software Reliability Engineering (ISSRE), Saint-Malo, Bretagne, France, Nov. 2-5, 2004, pp. 210-218.
    203. J. Zhang, C.K. Chang, and J. Voas, "A Uniform Meta-Model for Mediating Formal Electronic Conferences", in Proceedings of IEEE The 28th Annual International Computer Software and Applications Conference (COMPSAC), Hongkong, China, Sep. 28-30, 2004, pp. 376-383.
    204. J. Zhang, L.-J. Zhang, and J.-Y. Chung, "WS-Trustworthy: A Framework for Web Services Centered Trustworthy Computing", in Proceedings of IEEE International Conference on Services Computing (SCC), Shanghai, China, Sep. 15-18, 2004, pp. 186-193.
    205. J. Zhang, L.-J. Zhang, and J.-Y. Chung, "An Approach to Help Select Trustworthy Web Services", in Proceedings of IEEE International Conference on E-Commerce Technology for Dynamic E-Business (CEC East), Beijing, China, Sep. 13-15, 2004, pp. 84-91.
    206. J. Zhang, C.K. Chang, J.-Y. Chung, and S.W. Kim, "S-Net: A Petri-net Based Specification Model for Web Services", in Proceedings of IEEE International Conference on Web Services (ICWS), San Diego, CA, USA, Jul. 6-9, 2004, pp. 420-427.
    207. J. Zhang, N. Zhang, and J.-Y. Chung, "Assisting Seller Pricing Strategy Selection for Electronic Auction", in Proceedings of IEEE Conference on Electronic Commerce (CEC), San Diego, CA, USA, Jul. 7-9, 2004, pp. 27-33.
    208. J. Zhang, "The Impact of the Feature of Dynamic Interactions of Web Services on Software Trustworthiness", in Proceedings of the Center for National Software Studies Workshop on Trustworthy Software, Monterey, CA, USA, Apr. 8-9, 2004, pp. 55-56.
    209. J. Zhang, J.-Y. Chung, and C.K. Chang, "Towards Increasing Web Application Productivity", in Proceedings of ACM Symposium on Applied Computing (SAC), Nicosia, Cyprus, Mar. 14-17, 2004, pp. 1677-1681.
    210. J. Zhang, J.-Y. Chung, and C.K. Chang, "Migration to Web Services Oriented Architecture - a Case Study", in Proceedings of ACM Symposium on Applied Computing (SAC), Nicosia, Cyprus, Mar. 14-17, 2004, pp. 1624-1628.
    211. J. Zhang and J. Voas, "An Agent-Based Event-Driven Model Supporting Risk Traceability", in Proceedings of the Sixth International Symposium on Risk, Economy and Safety, Failure Minimisation and Analysis, Cape Town, South Africa, Mar. 8-12, 2004, pp. 353-360.

      212. 2003

    212. J. Zhang and J.-Y. Chung, "Mockup-driven Fast-prototyping Methodology for Web Application Development", Software Practice & Experience Journal, 33(13), 2003, pp. 1251-1272.
    213. J. Zhang and J.-Y. Chung, "An Open Framework Supporting Multimedia Web Services", in Proceedings of IEEE 5th International Symposium on Multimedia Software Engineering (MSE), Taichung, Taiwan, Dec. 10-12, 2003, pp. 46-53.
    214. J. Zhang, C.K. Chang, and J.-Y. Chung, "Mockup-driven Fast Prototyping Methodology for Web Requirements Engineering", in Proceedings of the IEEE 27th Annual International Computer Software and Applications Conference (COMPSAC), Dallas, TX, USA, Nov. 3-6, 2003, pp. 264-269.
    215. J. Zhang, C.K. Chang, and J.-Y. Chung, "Mediating Electronic Meetings", in Proceedings of the IEEE 27th Annual International Computer Software and Applications Conference (COMPSAC), Dallas, TX, USA, Nov. 3-6, 2003, pp. 216-221.
    216. J. Zhang and J.-Y. Chung, "Pathway to E-Service Oriented Architecture for E-Commerce - A Case Study", in Proceedings of the International Conference on Management of e-Commerce and e-Government (ICMeCG), Nanchang, China, Oct. 28-30, 2003, pp. 215-220.
    217. J. Zhang, J. Berrios, and J.-Y. Chung, "Applying Wait-Free Synchronization for Concurrency Control in E-Commerce", in Proceedings of the 3rd International Conference on Electronic Commerce Engineering (ICeCE), Hangzhou, China, Oct. 23-28, 2003.
    218. Z.-G. Gong and J. Zhang, "Layered Semantic Architecture of Multimedia Data", in Proceedings of the 7th IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA), Honolulu, HI, USA, Aug. 13-15, 2003.
    219. Z.-G. Gong and J. Zhang, "Global Query Optimization in a Dynamic Multidatabase Environment", in Proceedings of The 7th IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA), Honolulu, HI, USA, Aug. 13-15, 2003.
    220. Z.-G. Gong, J. Zhang, and J.-Y. Chung, "Internet Image Indexing and Searching", in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI), Orlando, FL, USA, Jul. 27-30, 2003, pp.232-239. (Selected as the best paper presented in the session of "Multimedia Web Services")
    221. J. Zhang, C.K. Chang, and Z.-G. Gong, "Analysis of Recent CSCW Work", in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI), Orlando, FL, USA, Jul. 27-30, 2003.
    222. J. Zhang and J.-Y. Chung, "A Router Model for QoS-based Multimedia Web Services", in Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Baltimore, MD, USA, Jul. 6-9, 2003, pp. 797-800.
    223. J. Zhang, C.K. Chang, K.H. Chang, and F. Quek, "Rule-mitigated Collaboration Framework", in Proceedings of The 8th IEEE Symposium on Computers and Communications (ISCC), Kemer-Antalya, Turkey, Jun. 30-Jul. 3, 2003, pp. 614-619.
    224. J. Zhang and U. Buy, "A Framework for the Efficient Production of Web Applications", in Proceedings of The 8th IEEE Symposium on Computers and Communications (ISCC), Kemer-Antalya, Turkey, Jun. 30-Jul. 3, 2003, pp. 419-424.
    225. J. Zhang and J.-Y. Chung, "An Architecture for Building Web Service Applications", in Proceedings of International Conference on Web Services (ICWS), Las Vegas, NV, USA, Jun. 23-26, 2003, pp. 265-271.
    226. J. Zhang, C.K. Chang, F.K.H. Quek, and Z. Gong, "Formal Collaborative Production Environment", in Proceedings of The 2003 International Conference on Software Engineering Research and Practice (SERP), Las Vegas, NV, USA, Jun. 23-26, 2003, pp. 305-311.
    227. J. Zhang, C.K. Chang, K.H. Chang, and Z. Gong, "Computer Supported Cooperative Work Oriented Architecture", in Proceedings of The 2003 International Conference on Software Engineering Research and Practice (SERP), Las Vegas, NV, USA, Jun. 23-26, 2003, pp. 358-363.
    228. J. Zhang, K. Laufer, and Z. Gong, "Mockup Supporting Web Requirements Engineering", in Proceedings of The 2003 International Conference on Internet Computing (IC), Las Vegas, NV, USA, Jun. 23-26, 2003, pp. 684-687. [pdf]
    229. J. Zhang, J.-Y. Chung, and S. Kumaran, "An Architecture of Web Service Based Applications", in Proceedings of The 1st International Workshop on Web Services: Modeling, Architecture and Infrastructure (WSMAI), Angers, France, Apr. 23-26, 2003, pp. 1-8.
    230. J. Zhang and J.-Y. Chung, "Designing a Collaboration Description Language for an Architecture Model", Supplement of IEEE 6th International Symposium on Autonomous Decentralized Systems (ISADS), Pisa, Italy, Apr. 9-11, 2003.
    231. J. Zhang, C.K. Chang, and K.H. Chang, "Enhanced Architecture for Control Management in Computer Supported Cooperative Work", in Proceedings of 41th ACM Southeast Conference (ACMSE), Savannah, GA, USA, Mar. 7-8, 2003, pp. 441-446.
    232. J. Zhang, U. Buy, and X. Liu, "A Framework for the Efficient Production of Web Applications", in Proceedings of the IASTED International Conference on Modeling and Simulation (MS), Palm Springs, CA, USA, Feb. 24-26, 2003, pp. 44-49.
    233. X. Liu and J. Zhang, "A New Global Optimization Method", in Proceedings of the IASTED International Conference on Modeling and Simulation (MS), Palm Springs, CA, USA, Feb. 24-26, 2003, pp. 281-285.
    234. X. Liu and J. Zhang, "CAD Optimization of Single Phase Induction Motors", in Proceedings of the IASTED International Conference on Modeling and Simulation (MS), Palm Springs, CA, USA, Feb. 24-26, 2003, pp. 171-176.
    235. X. Liu, J. Zhang, and H. Al-Rizzo, "Experience with Optimization of Induction Motor Design", in Proceedings of the IASTED International Conference on Energy and Power Systems (EPS), Palm Springs, CA, USA, Feb. 24-26, 2003, pp.453-458.
    236. J. Zhang, J.-Y. Chung, and Z.-X. Zhang, "Modeling Electronic Conference Control", in Proceedings of The 22nd IASTED International Conference on Modeling, Identification and Control (MIC), Innsbruck, Austria, Feb. 10-13, 2003, pp. 353-358.
    237. J. Zhang and J.-Y. Chung, "Mockup-driven Fast-prototyping Methodology for Web Application Development", in Proceedings of the IEEE 2003 International Symposium on Applications and the Internet (SAINT), Orlando, FL, USA, Jan. 27-31, 2003, pp. 410-413.

      238. 2002

    238. J. Zhang and J.-Y. Chung, "A SOAP-oriented Component-based Framework Supporting Device-independent Multimedia Web Services", in Proceedings of IEEE 4th International Symposium on Multimedia Software Engineering (MSE), Newport Beach, CA, USA, Dec. 11-13, 2002, pp. 40-47. (Selected as one of the 15 outstanding papers)
    239. J. Zhang and J.-Y. Chung, "Web Code Generator", in Proceedings of the IASTED International Conference on Applied Modeling and Simulation (AMS), Cambridge, MA, USA, Nov. 4-6, 2002, pp. 505-510.
    240. J. Zhang and J.-Y. Chung, "A New Model for Computer Supported Cooperative Work", in Proceedings of The IASTED International Conference on Applied Modeling and Simulation (AMS), Cambridge, MA, USA, Nov. 4-6, 2002, pp. 423-428.
    241. J. Zhang and J.-Y. Chung, "A New Methodology for Web Application Development", in Proceedings of The IASTED International Conference on Applied Modeling and Simulation (AMS), Cambridge, MA, USA, Nov. 4-6, 2002, pp. 200-205.
    242. J. Zhang and J.-Y. Chung, "A New Model for Web Application Development", in Proceedings of The IASTED International Conference on Applied Modeling and Simulation (AMS), Cambridge, MA, USA, Nov. 4-6, 2002, pp. 429-434.

      243. 2001

    243. C.K. Chang, J. Zhang, and T.-M. Jiang, "Formalization of Computer Supported Cooperative Work Applications", in Proceedings of The IEEE Workshop on Future Trends of Distributed Computing Systems (FTDCS), Bologna, Italy, Oct. 31-Nov. 2, 2001, pp.185-191. [pdf]

      244. 1999

    244. C.K. Chang, J. Zhang, and F. Quek, "Rule-Mitigated Collaboration Technology", in Proceedings of The IEEE Workshop on Future Trends of Distributed Computing Systems (FTDCS), Cape Town, South Africa, Dec. 20-22, 1999, pp.137-142. [pdf]