Artificial Intelligence and Mobile Services – AIMS 2018

1. Front Matter

   Pages I-XV

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2. Research Track: AI Modeling

   1. Front Matter

      Pages 1-1

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   2. A Two-Stage Bi-LSTM Model for Chinese Company Name Recognition

      • Jing Zeng, Jin Che, Chunxiao Xing, Liang-Jie Zhang

      Pages 3-15

   3. Multi-modal Multi-scale Speech Expression Evaluation in Computer-Assisted Language Learning

      • Jingbei Li, Zhiyong Wu, Runnan Li, Mingxing Xu, Kehua Lei, Lianhong Cai

      Pages 16-28

   4. From Global to Local: A Context-Embedded LSTM Recurrent Network for Local Content Popularity Prediction

      • Jiahui Ye, Zhi Wang, Wenwu Zhu

      Pages 29-42

   5. Matching Low-Quality Photo to DSLR-Quality with Deep Convolutional Networks

      • Weihao Xia, Chengxi Yang, Yujiu Yang, Wenxiu Sun

      Pages 43-54

   6. Learning Frame-Level Recurrent Neural Networks Representations for Query-by-Example Spoken Term Detection on Mobile Devices

      • Ziwei Zhu, Zhiyong Wu, Runnan Li, Yishuang Ning, Helen Meng

      Pages 55-66

3. Research Track: AI Analysis

   1. Front Matter

      Pages 67-67

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   2. Plant Identification Based on Image Set Analysis

      • Liu Tao, Cai Cheng

      Pages 69-82

   3. Economic Index Forecasting via Multi-scale Recursive Dynamic Factor Analysis

      • Haoyi Yuan, Yang Yuan, H. C. Wu, Yuexian Zou

      Pages 83-91

4. Research Track: AI Algorithm

   1. Front Matter

      Pages 93-93

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   2. Sub Goal Oriented A* Search

      • Erdal Kose

      Pages 95-105

   3. Towards Efficient Mobile Augmented Reality in Indoor Environments

      • Mohammad Alahmadi, Jie Yang

      Pages 106-122

   4. MAD-API: Detection, Correction and Explanation of API Misuses in Distributed Android Applications

      • Tianyue Luo, Jingzheng Wu, Mutian Yang, Sizhe Zhao, Yanjun Wu, Yongji Wang

      Pages 123-140

   5. Relaxed Event-Triggered Control of Networked Control Systems Under Denial of Service Attacks

      • Hongtao Sun, Chen Peng

      Pages 141-154

5. Application and Industry Track: AI and Mobile Application

   1. Front Matter

      Pages 155-155

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   2. Sentiment Analysis Based on Hybrid Bi-attention Mechanism in Mobile Application

      • Pengcheng Zhu, Yujiu Yang, Yi Liu

      Pages 157-171

   3. Automotive Diagnostics as a Service: An Artificially Intelligent Mobile Application for Tire Condition Assessment

      • Joshua E. Siegel, Yongbin Sun, Sanjay Sarma

      Pages 172-184

   4. AICDS: An Infant Crying Detection System Based on Lightweight Convolutional Neural Network

      • Xiaohu Zhang, Yuexian Zou, Yi Liu

      Pages 185-196

6. Application and Industry Track: AI Algorithm

   1. Front Matter

      Pages 197-197

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This book constitutes the proceedings of the International Conference on Artificial Intelligence and Mobile Services, AIMS 2018, held as part of SCF 2018, in Seattle, WA, USA, in June 2018. The 20 papers presented in this volume were carefully reviewed and selected from numerous submissions. The papers cover different aspects of mobile services from business management to computing systems, algorithms and applications. They promote technological technological innovations in research and development of mobile services, including, but not limited to, wireless and sensor networks, mobile and wearable computing, mobile enterprise and eCommerce, ubiquitous collaborative and social services, machine-to-machine and Internet-of-things, clouds, cyber-physical integration, and big data analytics for mobility-enabled services

• artificial intelligence
• computer networks
• neural networks
• telecommunication networks
• image processing
• semantics
• data communication systems
• mobile computing
• signal processing
• data security
• robotics
• mobile applications
• mobile services
• Internet-of-Things (IoT)
• big data analytics
• mobility-enabled services

• University of Stuttgart, Stuttgart, Germany

  Marco Aiello

• Tsinghua University, Beijing, China

  Yujiu Yang

• Peking University, Beijing, China

  Yuexian Zou

• Kingdee International Software Group Co., Ltd., Shenzhen, China

  Liang-Jie Zhang

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