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16th ICSOC Workshops 2018: Hangzhou, China
- Xiao Liu, Michael Mrissa, Liang Zhang, Djamal Benslimane, Aditya Ghose, Zhongjie Wang, Antonio Bucchiarone, Wei Zhang, Ying Zou, Qi Yu:
Service-Oriented Computing - ICSOC 2018 Workshops - ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT, Hangzhou, China, November 12-15, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11434, Springer 2019, ISBN 978-3-030-17641-9
DDBS: Data-Driven Business Services
- Ming Liu, Xifen Xu:
A Data-Driven Optimization Method for Reallocating the Free-Floating Bikes. 3-13 - Qing Guo, Bing Li, Xuan Luo:
Study on Airport De-icing Schedule Problem Balancing Fairness and Efficiency. 14-26 - Blagovesta Pirelli, Natalia Nessler, Alain Wegmann:
Co-design of Business and IT Services - A Tool-Supported Approach. 27-40 - Xin Cong, Lingling Zi, Kai Shuang:
Energy-Aware and Location-Constrained Virtual Network Embedding in Enterprise Network. 41-52 - Zerun Chen, Rui Gu:
WeChat Red Envelops: Literature Review and Future Research Directions. 53-66
NLS4IoT: Networked Learning Systems for Secured IoT Services and Its Applications
- Zhongqiu Pang, Pinqun Jiang, Shuxiang Song, Mingcan Cen:
Research and Design of CMOS Fully Differential Telescopic Operational Amplifier with Common Mode Feedback. 69-79 - Peng Li, Pinqun Jiang, Shangyou Zeng, Rui Fan:
Parallel Concatenated Network with Cross-layer Connections for Image Recognition. 80-88 - Shizhen Zhang, Frank Jiang, Min Qin:
Application of System Calls in Abnormal User Behavioral Detection in Social Networks. 89-101 - Rui Fan, Pinqun Jiang, Shangyou Zeng, Peng Li:
Multi-branch Aggregate Convolutional Neural Network for Image Classification. 102-112 - Haiying Xia, Chenxu Liu:
Remote Sensing Image Deblurring Algorithm Based on WGAN. 113-125 - Mengyuan Gao, Tinghui Li, Peifang Huang:
Text Classification Research Based on Improved Word2vec and CNN. 126-135 - Haiying Xia, Danhua Chen:
Retinal Image Registration Based on Bifurcation Point and SURF. 136-146
CIoTS: Context-Aware and IoT Services
- Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke:
Augmented Reality in IoT. 149-160 - Feng Ye, Peng Zhang, Cheng Hu, Songjie Zhu, Ling Li:
The Tentative Research of Hydrological IoT Data Processing System Based on Apache Flink. 161-168 - Chen Liu, Zhongmei Zhang, Shouli Zhang, Yanbo Han:
Runtime Service Composition Modification Supporting Situational Sensor Data Correlation. 169-181 - Liu Yang, Yi Li:
A Dynamic Service Adaptation Algorithm for Seamless Integration of Cloud Infrastructure and Edge Devices. 182-193 - Ruimiao Ding, Xuejun Li, Xiao Liu, Jia Xu:
A Cost-Effective Time-Constrained Multi-workflow Scheduling Strategy in Fog Computing. 194-207 - Kinza Sarwar, Sira Yongchareon, Jian Yu:
A Brief Survey on IoT Privacy: Taxonomy, Issues and Future Trends. 208-219 - Xiaoxiao Sun, Dongjin Yu, Sai Liao, Wanqing Li, Chengbiao Zhou:
Real-Time Estimation of Road Traffic Speeds from Cell-Based Vehicle Trajectories. 220-228 - Yanqing Xia, Xuefei Wang, Weilong Ding:
A Data Cleaning Service on Massive Spatio-Temporal Data in Highway Domain. 229-240 - Gavin Chand, Mustafa Ali, Bashar Barmada, Veronica Liesaputra, Guillermo Ramírez-Prado:
Tracking a Person's Behaviour in a Smart House. 241-252 - Ting Zhang, Liang Huai Yang, Donghai Shen, Yulei Fan:
An Efficient In-Memory R-Tree Construction Scheme for Spatio-Temporal Data Stream. 253-265
ASOCA: Adaptive Service-Oriented and Cloud Applications and ISyCC: IoT Systems for Context-Aware Computing
- Xiping Liu, Liyang Zheng, Junyu Chen, Lei Shang:
Dynamic Task Allocation for Data-Intensive Workflows in Cloud Environment. 269-280 - Fei Xie, Jun Yan, Jun Shen:
A Data Dependency and Access Threshold Based Replication Strategy for Multi-cloud Workflow Applications. 281-293 - Yuji Dong, Kaiyu Wan, Yong Yue, Xin Huang:
Support Context-Adaptation in the Constrained Application Protocol (CoAP). 294-305
ADMS: AI and Data Mining for Services
- Gautam Singh, Gargi Dasgupta, Yu Deng:
Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes. 309-321 - Yijing Cheng, Qifeng Zhou, Yongxuan Lai:
TaxiC: A Taxi Route Recommendation Method Based on Urban Traffic Charge Heat Map. 322-334 - Hoang Thi Cam Nguyen, Marco Comuzzi:
Event Log Reconstruction Using Autoencoders. 335-350 - Xiaopeng Li, Jia Xu, Bin Xia, Jian Xu:
MLE: A General Multi-Layer Ensemble Framework for Group Recommendation. 351-366 - Marco Comuzzi, Alfonso E. Márquez Chamorro, Manuel Resinas:
Does Your Accurate Process Predictive Monitoring Model Give Reliable Predictions? 367-373
PhD Symposium
- Fan Li:
Service Negotiation in a Dynamic IoT Environment. 379-386 - Huaiying Sun, Huiqun Yu, Guisheng Fan:
Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment. 387-393 - Jianmao Xiao, Shizhan Chen, Zhiyong Feng, Jian Yang:
AppNet: A Large-Scale Multi-layer Heterogeneous Complex App Network for Intelligent Program Search. 394-399 - Siyuan Lu:
A Goal-Driven Context-Aware Architecture for Distributing Cognitive Service Group. 400-406 - Mingyi Liu, Zhongjie Wang, Zhiying Tu:
Crossover Service Phenomenon Analysis Based on Event Evolutionary Graph. 407-412
Demonstrations
- Arjan Lamers, Marko C. J. D. van Eekelen, Sung-Shik Jongmans:
Improved Architectures/Deployments with Elmo. 419-424 - Larisa Shwartz, Jinho Hwang, Hagen Völzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero:
CEA: A Service for Cognitive Event Automation. 425-429 - Malik Jackson, John J. Rofrano, Jinho Hwang, Maja Vukovic:
BluePlan: A Service for Automated Migration Plan Construction Using AI. 430-434 - Antonio Gamez-Diaz, Pablo Fernandez, Cesare Pautasso, Ana Ivanchikj, Antonio Ruiz-Cortés:
ELeCTRA: Induced Usage Limitations Calculation in RESTful APIs. 435-438 - Xiujuan Xu, Tingting Jiang, Shimin Shan, Jun Ni, Kai Wang, Zhenlong Xu, Yu Liu:
Offering Artificial Intelligence Development Situation Analysis Service for Users. 439-442 - Pengbo Xiu, Jian Yang, Weiliang Zhao:
TReAT: A Tool for Analyzing Relations Between Tasks in a Process. 443-446 - Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad:
iCOP: IoT-Enabled Policing Processes. 447-452 - Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng:
iSheets: A Spreadsheet-Based Machine Learning Development Platform for Data-Driven Process Analytics. 453-457 - Jameel Almalki, Haifeng Shen:
SORCER: A Decentralised Continuous Integration Platform for Service-Oriented Software Systems. 458-464 - Zijie Guan, JinJin Lin, Pengfei Chen:
On Anomaly Detection and Root Cause Analysis of Microservice Systems. 465-469 - Ana Ivanchikj, Ilija Gjorgjiev, Cesare Pautasso:
RESTalk Miner: Mining RESTful Conversations, Pattern Discovery and Matching. 470-475 - Shashank Rajamoni, Robert Engel, Bryant Chen, Heiko Ludwig, Alexander Keller:
Cross-Client SLA Management with the ysla Language and Engine. 476-480 - Fatma Raissi, Clovis Anicet Ouedraogo, Sami Yangui, Frédéric Camps, Nejib Ben Hadj-Alouane:
Paving the Way for Autonomous Cars in the City of Tomorrow: A Prototype for Mobile Devices Support at the Edges of 5G Network. 481-485 - Jin Xiao, Anup K. Kalia, Maja Vukovic:
Juno: An Intelligent Chat Service for IT Service Automation. 486-490
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