Artificial Intelligence and Mobile Services – AIMS 2018

Description

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 Front Matter ....Pages I-XV Front Matter ....Pages 1-1 A Two-Stage Bi-LSTM Model for Chinese Company Name Recognition (Jing Zeng, Jin Che, Chunxiao Xing, Liang-Jie Zhang)....Pages 3-15 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 From Global to Local: A Context-Embedded LSTM Recurrent Network for Local Content Popularity Prediction (Jiahui Ye, Zhi Wang, Wenwu Zhu)....Pages 29-42 Matching Low-Quality Photo to DSLR-Quality with Deep Convolutional Networks (Weihao Xia, Chengxi Yang, Yujiu Yang, Wenxiu Sun)....Pages 43-54 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 Front Matter ....Pages 67-67 Plant Identification Based on Image Set Analysis (Liu Tao, Cai Cheng)....Pages 69-82 Economic Index Forecasting via Multi-scale Recursive Dynamic Factor Analysis (Haoyi Yuan, Yang Yuan, H. C. Wu, Yuexian Zou)....Pages 83-91 Front Matter ....Pages 93-93 Sub Goal Oriented A* Search (Erdal Kose)....Pages 95-105 Towards Efficient Mobile Augmented Reality in Indoor Environments (Mohammad Alahmadi, Jie Yang)....Pages 106-122 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 Relaxed Event-Triggered Control of Networked Control Systems Under Denial of Service Attacks (Hongtao Sun, Chen Peng)....Pages 141-154 Front Matter ....Pages 155-155 Sentiment Analysis Based on Hybrid Bi-attention Mechanism in Mobile Application (Pengcheng Zhu, Yujiu Yang, Yi Liu)....Pages 157-171 Automotive Diagnostics as a Service: An Artificially Intelligent Mobile Application for Tire Condition Assessment (Joshua E. Siegel, Yongbin Sun, Sanjay Sarma)....Pages 172-184 AICDS: An Infant Crying Detection System Based on Lightweight Convolutional Neural Network (Xiaohu Zhang, Yuexian Zou, Yi Liu)....Pages 185-196 Front Matter ....Pages 197-197 Exploring Trends of Lung Cancer Research Based on Word Representation (Jingqiao Wu, Yanchun Liang, Xiaoyue Feng, Gang Song)....Pages 199-209 Effective Facial Obstructions Removal with Enhanced Cycle-Consistent Generative Adversarial Networks (Yuming Wang, Xiao Ou, Lai Tu, Ling Liu)....Pages 210-220 Applied Analysis of Social Network Data in Personal Credit Evaluation (Yanyong Wang, Jian Yang, Daniyaer Saifuding, Jiejie Fan, Ranran Li, Chongchong Zhao et al.)....Pages 221-232 Front Matter ....Pages 233-233 Deep Neural Network Based Frame Reconstruction for Optimized Video Coding (Dandan Ding, Peng Liu, Yu Chen, Zheng Zhu, Zoe Liu, James Bankoski)....Pages 235-242 Detection and Tracking of Moving Objects for Indoor Mobile Robots with a Low-Cost Laser Scanner (Tianyu Liu, Ye Gu, Weihua Sheng, Yongqiang Li, Yongsheng Ou)....Pages 243-250 Using It/Is Applications to Empower Physically Challenged Individuals to Enjoy a High Quality of Life (Muhammad Nadeem Shuakat, Freimut Bodendorf, Nilmini Wickramasinghe)....Pages 251-259 Erratum to: Artificial Intelligence and Mobile Services – AIMS 2018 (Marco Aiello, Yujiu Yang, Yuexian Zou, Liang-Jie Zhang)....Pages E1-E1 Back Matter ....Pages 261-261