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ORCIDBCD 2019: Honolulu, HI, USA
- Motoi Iwashita, Atsushi Shimoda, Prajak Chertchom:
2019 IEEE International Conference on Big Data, Cloud Computing, Data Science & Engineering, BCD 2019, Honolulu, HI, USA, May 29-31, 2019. IEEE 2019, ISBN 978-1-7281-0886-5
Keynote
- Masahide Nakamura:
Improving Health and Quality of Life in One-Person Households Using IoT and Machine Learning. 1 - Lawrence Chung:
Blockchain: A Software Engineering Perspective. 3
Applied Informatics
- Tenzin Kunga, Masataka Sano, Motoi Iwashita:
Improving the Quality of the Clinical Trial System through Comparative Study & Requirements Modeling Approaches. 5-10 - Babak Maleki-Shoja, Nasseh Tabrizi:
Tags-Aware Recommender Systems: A Systematic Review. 11-18 - Ayush Agarwal, Ashima Yadav, Dinesh Kumar Vishwakarma:
Multimodal Sentiment Analysis via RNN variants. 19-23 - Masataka Sano, Yosuke Sato:
Development of cleaning viewpoints and evaluation of anonymity among Japanese Adverse Drug Event Report database. 24-28 - Andrew Yu, Sun Sunnie Chung:
Automatic Identification and Analysis of Basketball Plays: NBA On-Ball Screens. 29-34 - Joseph Rafferty, Javier Medina Quero, Susan Quinn, Catherine Saunders, Idongesit Ekerete
, Chris D. Nugent, Jonathan Synnott, Matias Garcia-Constantino:
Thermal Vision Based Fall Detection via Logical and Data driven Processes. 35-40
Big Data and Analytics
- Naotaka Kawata, Genichiro Kikui:
Mention Detection Method for Entity Linking. 41-45 - Sungchul Lee, Ju-Yeon Jo, Yoohwan Kim:
Survey of Data Locality in Apache Hadoop. 46-53 - M. J. Marquez, Brian Nord:
Challenges and Approaches for Mining Astronomical Data and Complex Models. 54-59 - Toyoaki Kuwahara, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga:
Model Smoothing Using Virtual Adversarial Training for Speech Emotion Estimation. 60-64 - Yiu Chung Yau, Praveen Khethavath, Jose A. Figueroa:
Secure Pattern-Based Data Sensitivity Framework for Big Data in Healthcare. 65-70 - Shozo Saeki, Minoru Kawahara, Hirohisa Aman:
Scalable Laplacian Regularized Least Squares Classification on Anchor Graph. 71-76 - Jongyeop Kim, Seongsoo Kim, Donghoon Kim, Hong Liu:
Automated Configuration Parameter Classfication Model for Hive Query Plan on the Apache Yarn. 77-83 - Tao Tao, Kexin Yan, Shuyan Yang:
Classification of Mutual Fund Investment Types with Advanced Machine Learning Models. 84-89 - Yanning Wang, Yue Jiang, Guoqian He:
Using Artificial Neural Network to Predict Value-at-Risk of S&P 500 Market Index with External Information. 90-93
Communication Systems & Networks
- Teruhisa Hochin, Yumiko Shinohara, Yukiko Nishizaki:
Detection of Driver's Eye Fixation on a Moving Target by Using Line Fitting. 94-99
Control Systems, Intelligent Systems
- Shota Imai, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga:
Multi-task Deep Reinforcement Learning with Evolutionary Algorithm and Policy Gradients Method in 3D Control Tasks. 100-105
Data Mining, Data Warehousing & Database
- Motoi Iwashita:
Transitional Approach to Evaluate Customer Satisfaction for Video Distribution Services. 106-111 - Atsushi Shimoda:
Analysis of Success Factors in Global Niche Top Companies using ISM. 112-117
Image Processing & Pattern Recognition
- Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga:
Do You Like the Sclera?: Sclera-Region Detection in Line Drawings for Automated Colorization. 118-123 - Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga:
"Never fry carrots without cutting." Cooking Recipe Generation from Videos Using Deep Learning Considering Previous Process. 124-129
Web Engineering & Applications
- Isidoros Perikos, Spyridon Kardakis, Michael Paraskevas, Ioannis Hatzilygeroudis:
Hidden Markov Models for Sentiment Analysis in Social Media. 130-135
Special Session 1: Machine Learning and Business Analytics
- Ryunosuke Tachibana, Haruka Yamashita:
An Analysis Model for the Relationship between Consumers' Purchase and Sense of Value data. 136-141 - Masayuki Goto:
Latent Class Models on Business Analytics. 142-147 - Tianxiang Yang, Haruka Yamashita, Masayuki Goto:
A Study on Analysis Methods of Latent Customer Purchase Behavior Focused on Membership Stage Growth. 148-153 - Gendo Kumoi, Masayuki Goto:
Greedy Features Quantity Selection Method from Multivariate Time Series Data for Customer Classification. 154-159
Special Session 2: Potential of Intelligent connected Digital Society across Industrial Dom
- Akiya Inoue, Ayako Satoh, Ken Nishimatsu, Motoi Iwashita:
Mobile-Carrier & Mobile-Phone Choice Behavior Analysis Using Supervised Learning Models. 160-165 - Shigeaki Tanimoto, Satomu Toriyama, Motoi Iwashita, Teruo Endo, Prajak Chertchom:
Secure Operation of Biometric Authentication Based on User's Viewpoint. 166-171 - Yoshiko Sueda, Mizuki Sato, Kazuo Hasuike:
Evaluation of Message Protocols for IoT. 172-175 - Arata Koike:
Infrastructure for Supporting Networked Robotics System Relying on Intermittent Communication. 176-181
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