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Table of Contents
[I]. DDBS : data-driven business science: 1. A data-driven optimization method for reallocating the free-floating bikes / Ming Liu, Xifen Xu
2. Study on airport de-icing schedule problem balancing fairness and efficiency / Qing Guo, Bing Li, Xuan Luo
3. Co-design of business and IT services : a tool-supported approach / Blagovesta Pirelli, Natalia Nessler, Alain Wegmann
4. Energy-aware and location-constrained virtual network embedding in enterprise network / Xin Cong, Lingling Zi, Kai Shuang
5. WeChat red envelops : literature review and future research directions / Zerun Chen, Rui Gu.
[II]. NLS4IoT : networked learning systems for secured IoT services and its applications: 6. Research and design of CMOS fully differential telescopic operational amplifier with common mode feedback / Zhongqiu Pang, Pinqun Jiang, Shuxiang Song, Mingcan Cen
7. Parallel concatenated network with cross-layer connections for image recognition / Peng Li, Pinqun Jiang, Shangyou Zeng, Rui Fan
8. Application of system calls in abnormal user behavioral detection in social networks / Shizhen Zhang, Frank Jiang, Min Qin
9. Multi-branch aggregate convolutional neural network for image classification / Rui Fan, Pinqun Jiang, Shangyou Zeng, Peng Li
10. Remote sensing image deblurring algorithm based on WGAN / Haiying Xia, Chenxu Liu
11. Test classification research based on improved Word2vec and CNN / Mengyuan Guo, Tinghui Li, Peifang Huang
12. Retinal image registration based on bifurcation point and SURF / Haiying Xia, Danhua Chen.
[III]. CIoTS : context-aware and IoT services: 13. Augmented reality in IoT / Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke
14. The tentative research of hydrological IoT data processing system based on Apache Flink / Feng Ye, Peng Zhang, Cheng Hu, Songjie Zhu, Ling Li
15. Runtime esrvice composition modification supporting situational sensor data correlation / Chen Liu, Zhongmei Zhang, Shouli Zhang, Yanbo Han
16. A dynamic service adaptation algorithm for seamless integration of cloud infrastructure and edge devices / Liu Yang, Yi Li
17. A cost-effective time-constrained multi-workflow scheduling strategy in fog computing / Ruimiao Ding, Xuejun Li, Xiao Liu, Jia Xu
18. A brief survey on IoT privacy : taxonomy, issues, and future trends / Kinza Sarwar, Sira Yongchareon, Jian Yu
19. Real-time estimation of road traffic speeds from cell-based vehicle trajectories / Xiaoxiao Sun, Dongjin Yu, Sai Liao, Wanqing Liu, Chengbiao Zhou
20. A data cleaning service on massive spatio-temporal data in highway domain / Yanqing Xia, Xuefei Wang, Weilong Ding
21. Tracking a person's behaviour in a smart house / Gavin Chand, Mustafa Ali, Bashar Barmada, Veronica Liesaputra, Guillermo Ramirez-Prado
22. An efficient in-memory R-tree construction scheme for spatio-temporal data stream / Ting Zhang, Lianghuai Yang, Donghai Shen, Yulei Fan.
[IV]. ASOCA : adaptive service-oriented and cloud applications and ISyCC : IoT systems for context-aware computing: 23. Dynamic task allocation for data-intensive workflows in cloud environment / Xiping Liu, Liyang Zheng, Chen Junyu, Lei Shang
24. A data dependency and access threshold based replication strategy for multi-cloud workflow applications / Fei Xie, Jun Yan, Jun Shen
25. Support context-adaptation in the constrained application protocol (CoAP) / Yuji Dong, Kaiyu Wan, Yong Yue, Xin Huang.
[V]. ADMS : AI and data mining for services: 26. Fast nearest-neighbor classification using RNN in domains with large number of classes / Gautam Singh, Gargi Dasgupta, Yu Deng
27. TaxiC : a taxi route recommendation method based on urban traffic charge heat map / Yijing Cheng, Qifeng Zhou, Yongxuan Lai
28. Event log reconstruction using autoencoders / Hoang Thi Cam Nguyen, Marco Comuzzi
29. MLE : a general multi-layer ensemble framework for group recommendation / Xiaopeng Li, Jia Xu, Bin Xia, Jian Xu
30. Does your accurate process predictive monitoring model give reliable predictions? / Marco Comuzzi, Alfonso E. Marquez-Chamorro, Manuel Resinas.
[VI]. PhD symposium: 31. Service negotiation in a dynamic IoT environment / Fan Li
32. Towards energy and time efficient resource allocation in IoT-fog-cloud environment / Huaiying Sun, Huiqun Yu, Guisheng Fan
33. AppNet : a large-scale multi-layer heterogeneous complex app network for intelligent program search / Jianmao Xiao, Shizhan Chen, Zhiyong Feng, Jian Yang
34. A goal-driven context-aware architecture for distributing cognitive service group / Siyuan Lu
35. Crossover service phenomenon analysis based on event evolutionary graph / Mingyi Liu, Zhongjie Wang, Zhiying Tu.
[VII]. Demonstrations: 36. Improved architectures/deployments with Elmo / Arjan Lamers, Marko van Eekelen, Sung-Shik Jongmans
37. CEA : a service for cognitive event automation / Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero
38. BluePlan : a service for automated migration plan construction using AI / Malik Jckson, John Rofrano, Jinho Hwang, Maja Vukovic
39. ELeCTRA : induced usage limitations calculation in RESTful APIs / Antonio Gamez-Diaz, Pablo Fernandez, Cesare Pautasso, Ana Ivanchikj, Antonio Ruiz-Cortes
40. Offering artificial intelligence development situation analysis service for users / Xiujuan Xu, Tingting Jiang, Shimin Shan, Jun Ni, Kai Wang, Zhenlong Xu, Yu Liu
41. TReAT : a tool for analyzing relations between tasks in a process / Pengbo Xiu, Jian Yang, Weiliang Zhao
42. iCOP : IoT-enabled policing processes / Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad
43. iSheets : a spreadsheet-based machine learning development platform for data-driven process analytics / Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng
44. SORCER : a decentralised continuous integration platform for service-oriented software systems / Jameel Almalki, Haifeng Shen
45. On anomaly detection and root cause analysis of microservice systems / Zijie Guan, Jinjin Lin, Pengfei Chen
46. RESTalk miner : mining RESTful conversations, pattern discovery and matching / Ana Ivanchikj, Ilija Gjorgjiev, Cesare Pautasso
47. Cross-client SLA management with the ysla language and engine / Shashank Rajamoni, Robert Engel, Bryant Chen, Heiko Ludwig, Alexander Keller
48. Paving the way for autonomous cars in the city of tomorrow : a prototype for mobile devices support at the edges of 5G network / Fatma Raissi, Clovis Anicet Ouedraogo, Sami Yangui, Frederic Camps, Nejib Bel Hadj-Alouane
49. Juno : an intelligent chat service for IT service automation / Jin Xiao, Anup K. Kalia, Maja Vukovic.
2. Study on airport de-icing schedule problem balancing fairness and efficiency / Qing Guo, Bing Li, Xuan Luo
3. Co-design of business and IT services : a tool-supported approach / Blagovesta Pirelli, Natalia Nessler, Alain Wegmann
4. Energy-aware and location-constrained virtual network embedding in enterprise network / Xin Cong, Lingling Zi, Kai Shuang
5. WeChat red envelops : literature review and future research directions / Zerun Chen, Rui Gu.
[II]. NLS4IoT : networked learning systems for secured IoT services and its applications: 6. Research and design of CMOS fully differential telescopic operational amplifier with common mode feedback / Zhongqiu Pang, Pinqun Jiang, Shuxiang Song, Mingcan Cen
7. Parallel concatenated network with cross-layer connections for image recognition / Peng Li, Pinqun Jiang, Shangyou Zeng, Rui Fan
8. Application of system calls in abnormal user behavioral detection in social networks / Shizhen Zhang, Frank Jiang, Min Qin
9. Multi-branch aggregate convolutional neural network for image classification / Rui Fan, Pinqun Jiang, Shangyou Zeng, Peng Li
10. Remote sensing image deblurring algorithm based on WGAN / Haiying Xia, Chenxu Liu
11. Test classification research based on improved Word2vec and CNN / Mengyuan Guo, Tinghui Li, Peifang Huang
12. Retinal image registration based on bifurcation point and SURF / Haiying Xia, Danhua Chen.
[III]. CIoTS : context-aware and IoT services: 13. Augmented reality in IoT / Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke
14. The tentative research of hydrological IoT data processing system based on Apache Flink / Feng Ye, Peng Zhang, Cheng Hu, Songjie Zhu, Ling Li
15. Runtime esrvice composition modification supporting situational sensor data correlation / Chen Liu, Zhongmei Zhang, Shouli Zhang, Yanbo Han
16. A dynamic service adaptation algorithm for seamless integration of cloud infrastructure and edge devices / Liu Yang, Yi Li
17. A cost-effective time-constrained multi-workflow scheduling strategy in fog computing / Ruimiao Ding, Xuejun Li, Xiao Liu, Jia Xu
18. A brief survey on IoT privacy : taxonomy, issues, and future trends / Kinza Sarwar, Sira Yongchareon, Jian Yu
19. Real-time estimation of road traffic speeds from cell-based vehicle trajectories / Xiaoxiao Sun, Dongjin Yu, Sai Liao, Wanqing Liu, Chengbiao Zhou
20. A data cleaning service on massive spatio-temporal data in highway domain / Yanqing Xia, Xuefei Wang, Weilong Ding
21. Tracking a person's behaviour in a smart house / Gavin Chand, Mustafa Ali, Bashar Barmada, Veronica Liesaputra, Guillermo Ramirez-Prado
22. An efficient in-memory R-tree construction scheme for spatio-temporal data stream / Ting Zhang, Lianghuai Yang, Donghai Shen, Yulei Fan.
[IV]. ASOCA : adaptive service-oriented and cloud applications and ISyCC : IoT systems for context-aware computing: 23. Dynamic task allocation for data-intensive workflows in cloud environment / Xiping Liu, Liyang Zheng, Chen Junyu, Lei Shang
24. A data dependency and access threshold based replication strategy for multi-cloud workflow applications / Fei Xie, Jun Yan, Jun Shen
25. Support context-adaptation in the constrained application protocol (CoAP) / Yuji Dong, Kaiyu Wan, Yong Yue, Xin Huang.
[V]. ADMS : AI and data mining for services: 26. Fast nearest-neighbor classification using RNN in domains with large number of classes / Gautam Singh, Gargi Dasgupta, Yu Deng
27. TaxiC : a taxi route recommendation method based on urban traffic charge heat map / Yijing Cheng, Qifeng Zhou, Yongxuan Lai
28. Event log reconstruction using autoencoders / Hoang Thi Cam Nguyen, Marco Comuzzi
29. MLE : a general multi-layer ensemble framework for group recommendation / Xiaopeng Li, Jia Xu, Bin Xia, Jian Xu
30. Does your accurate process predictive monitoring model give reliable predictions? / Marco Comuzzi, Alfonso E. Marquez-Chamorro, Manuel Resinas.
[VI]. PhD symposium: 31. Service negotiation in a dynamic IoT environment / Fan Li
32. Towards energy and time efficient resource allocation in IoT-fog-cloud environment / Huaiying Sun, Huiqun Yu, Guisheng Fan
33. AppNet : a large-scale multi-layer heterogeneous complex app network for intelligent program search / Jianmao Xiao, Shizhan Chen, Zhiyong Feng, Jian Yang
34. A goal-driven context-aware architecture for distributing cognitive service group / Siyuan Lu
35. Crossover service phenomenon analysis based on event evolutionary graph / Mingyi Liu, Zhongjie Wang, Zhiying Tu.
[VII]. Demonstrations: 36. Improved architectures/deployments with Elmo / Arjan Lamers, Marko van Eekelen, Sung-Shik Jongmans
37. CEA : a service for cognitive event automation / Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero
38. BluePlan : a service for automated migration plan construction using AI / Malik Jckson, John Rofrano, Jinho Hwang, Maja Vukovic
39. ELeCTRA : induced usage limitations calculation in RESTful APIs / Antonio Gamez-Diaz, Pablo Fernandez, Cesare Pautasso, Ana Ivanchikj, Antonio Ruiz-Cortes
40. Offering artificial intelligence development situation analysis service for users / Xiujuan Xu, Tingting Jiang, Shimin Shan, Jun Ni, Kai Wang, Zhenlong Xu, Yu Liu
41. TReAT : a tool for analyzing relations between tasks in a process / Pengbo Xiu, Jian Yang, Weiliang Zhao
42. iCOP : IoT-enabled policing processes / Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad
43. iSheets : a spreadsheet-based machine learning development platform for data-driven process analytics / Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng
44. SORCER : a decentralised continuous integration platform for service-oriented software systems / Jameel Almalki, Haifeng Shen
45. On anomaly detection and root cause analysis of microservice systems / Zijie Guan, Jinjin Lin, Pengfei Chen
46. RESTalk miner : mining RESTful conversations, pattern discovery and matching / Ana Ivanchikj, Ilija Gjorgjiev, Cesare Pautasso
47. Cross-client SLA management with the ysla language and engine / Shashank Rajamoni, Robert Engel, Bryant Chen, Heiko Ludwig, Alexander Keller
48. Paving the way for autonomous cars in the city of tomorrow : a prototype for mobile devices support at the edges of 5G network / Fatma Raissi, Clovis Anicet Ouedraogo, Sami Yangui, Frederic Camps, Nejib Bel Hadj-Alouane
49. Juno : an intelligent chat service for IT service automation / Jin Xiao, Anup K. Kalia, Maja Vukovic.