Big Data, Cloud Computing, And Data Science Engineering (studies In Computational Intelligence)

This edited book presents the scientific outcomes of the 4th IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering (BCD 2019) which was held on May 29–31, 2019 in Honolulu, Hawaii. The aim of the conference was to bring together researchers and scientists, businessmen and entrepreneurs, teachers, engineers, computer users and students to discuss the numerous fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Presenting 15 of the conference’s most promising papers, the book discusses all aspects (theory, applications and tools) of computer and information science, the practical challenges encountered along the way, and the solutions adopted to solve them. Front Matter ....Pages i-xiii Robust Optimization Model for Designing Emerging Cloud-Fog Networks (Masayuki Tsujino)....Pages 1-18 Multi-task Deep Reinforcement Learning with Evolutionary Algorithm and Policy Gradients Method in 3D Control Tasks (Shota Imai, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga)....Pages 19-32 Learning Neural Circuit by AC Operation and Frequency Signal Output (Masashi Kawaguchi, Naohiro Ishii, Masayoshi Umeno)....Pages 33-49 IoTDoc: A Docker-Container Based Architecture of IoT-Enabled Cloud System (Shahid Noor, Bridget Koehler, Abby Steenson, Jesus Caballero, David Ellenberger, Lucas Heilman)....Pages 51-68 A Survival Analysis-Based Prioritization of Code Checker Warning: A Case Study Using PMD (Hirohisa Aman, Sousuke Amasaki, Tomoyuki Yokogawa, Minoru Kawahara)....Pages 69-83 Elevator Monitoring System to Guide User’s Behavior by Visualizing the State of Crowdedness (Haruhisa Hasegawa, Shiori Aida)....Pages 85-98 Choice Behavior Analysis of Internet Access Services Using Supervised Learning Models (Ken Nishimatsu, Akiya Inoue, Miiru Saito, Motoi Iwashita)....Pages 99-114 Norm-referenced Criteria for Strength of the Upper Limbs for the Korean High School Baseball Players Using Computer Assisted Isokinetic Equipment (Su-Hyun Kim, Jin-Wook Lee)....Pages 115-126 A Feature Point Extraction and Comparison Method Through Representative Frame Extraction and Distortion Correction for 360° Realistic Contents (Byeongchan Park, Youngmo Kim, Seok-Yoon Kim)....Pages 127-140 Dimension Reduction by Word Clustering with Semantic Distance (Toshinori Deguchi, Naohiro Ishii)....Pages 141-155 Word-Emotion Lexicon for Myanmar Language (Thiri Marlar Swe, Phyu Hninn Myint)....Pages 157-171 Release from the Curse of High Dimensional Data Analysis (Shuichi Shinmura)....Pages 173-195 Evaluation of Inertial Sensor Configurations for Wearable Gait Analysis (Hongyu Zhao, Zhelong Wang, Sen Qiu, Jie Li, Fengshan Gao, Jianjun Wang)....Pages 197-212 Back Matter ....Pages 213-214