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2019 IEEE 5th International Conference on Big Data Intelligence and Computing (DATACOM)

Nov. 18 2019 to Nov. 21 2019

Kaohsiung, Taiwan

ISBN: 978-1-7281-4117-6

Table of Contents

Title Page IFreely available from IEEE.pp. 1-1
Title Page IIIFreely available from IEEE.pp. 3-3
Copyright PageFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-10
Message from the DataCom 2019 ChairsFreely available from IEEE.pp. 11-11
Message from the SC2 2019 ChairsFreely available from IEEE.pp. 12-12
DataCom 2019 CommitteeFreely available from IEEE.pp. 13-14
SC2 2019 CommitteeFreely available from IEEE.pp. 15-16
KDBD 2019 CommitteeFreely available from IEEE.pp. 17-17
SSN: A Spatial Semantic Network for High-accuracy, Stable and Generalized Intent DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zeng Zhi, Chi-Yin Chow, Jia-Dong Zhang
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing LossFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Boxiang Dong, Hui Wendy Wang, Aparna S. Varde, Dawei Li, Bharath K. Samanthula, Weifeng Sun, Liang Zhao
A Data-Driven Knowledge-Enriched Framework for Dialogue ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 25-32
by Jhih-Yuan Huang, Wei-Po Lee, Hsin-Wu Tsai, King-Teh Lee
Data Analysis of Portfolio Optimization using Artificial Neural Network in China’s Stock Market*Full-text access may be available. Sign in or learn about subscription options.pp. 33-38
by Chia-Hung Wang, Chia-Jung Lee
SCNNSC: Spelling Check based Neural Network for Sentiment ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 39-46
by Yiwen Li, Yi Song, Kai Shuang
TF-RNN: A Method of Rumor Detection on Social MediaFull-text access may be available. Sign in or learn about subscription options.pp. 47-53
by Peng Xu, Yonghao Zhu, Kai Shuang, Yulu Cao, Yiming Liu, Shu Wang
Predicting Performance of Social Media Postings using Data Mining MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 54-53
by Li Szu-Chuang, Chen Yi-wen, Huang Yennun
Blockchain Synchronisation Performance Enhancement Using Forwarder Assignment in an Overlay NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 64-69
by Yean-Fu Wen, Ping-Ju Wu
Leveraging Reinforcement Learning to Allocate Bandwidth in the Agent-based Resource Management SystemFull-text access may be available. Sign in or learn about subscription options.pp. 70-76
by Mu-Cheng Wang, Paul C. Hershey, Theodore E Ioakimidis
Data-Pattern Driven Cache-Collision Timing Attacks Against AES-GCMFull-text access may be available. Sign in or learn about subscription options.pp. 77-84
by James Huang, Xiaoming Li
Using Inaccurate Job Prediction for Detecting Machine Failures in Parallel Computing ClusterFull-text access may be available. Sign in or learn about subscription options.pp. 85-92
by Lin Ting-Yu, Jerry Chou
Robust Classification of Step Data of ExerciseFull-text access may be available. Sign in or learn about subscription options.pp. 93-101
by Haoqi Fu, Keqin Shi, Weiqiang Sun
Dangerous Goods Detection System of X-ray Images Based on Mask R-CNNFull-text access may be available. Sign in or learn about subscription options.pp. 102-106
by Yen-Hua Lin, Yu-Chien Chen, Kuang-Cheng Lo, Ji-He Kim, Yen-Wen Chen
Face Swapping Neural Networks Based on Improved AutoencodersFull-text access may be available. Sign in or learn about subscription options.pp. 107-112
by Wei-Jong Yang, Bao-Nan Lin, Pau-Choo Chung, Jar-Ferr Yang
Interpretable Distance Metric Learning for Handwritten Chinese Character RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 113-118
by Boxiang Dong, Aparna S. Varde, Danilo Stevanovic, Jiayin Wang, Liang Zhao
Automating Literature Reviews: Searching for Behavioral Big Data in Operations ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 119-122
by Hsiao-Hui Lee, Patrizia Mach, Galit Shmueli, Inbal Yahav
Combining Multiple Ranking Systems on the Generalized Permutation Rank SpaceFull-text access may be available. Sign in or learn about subscription options.pp. 123-129
by X. Zhong, L. Hurley, S. Sirimulla, C. Schweikert, D. F. Hsu
Where are the optimization potential of machine learning kernels?Full-text access may be available. Sign in or learn about subscription options.pp. 130-136
by Christophe Cérin, Walid Saad, Congfeng Jiang, Emna Mekni
Distributed-Memory Vertex-Centric Network Embedding for Large-Scale GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 137-143
by Sara Riazi, Boyana Norris
Forecasting Daily Accommodation Occupancy for Supply Preparation by a Sharing Economy PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 144-151
by Ta-Chun Kuan, Sz-Wei Wu, Cheng-Che Liao, Mahsa Ashouri, Galit Shmueli, Che Lin
Computational modelling of speech data integration to assess interactions in B2B sales callsFull-text access may be available. Sign in or learn about subscription options.pp. 152-157
by Vered Silber-Varod, Anat Lerner, Nehoray Carmi, Daphna Amit, Yonathan Guttel, Chris Orlob, Omri Allouche
Recommendation System for Online Programming Judge PlatformsFull-text access may be available. Sign in or learn about subscription options.pp. 158-165
by Che-Rung Lee, Heimei Lao
Fuzzy–based approach for identifying epistasis in large-scale dataFull-text access may be available. Sign in or learn about subscription options.pp. 166-169
by Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Yu-Da Lin
Rethinking Software Defined Cloud Storage for DisaggregationFull-text access may be available. Sign in or learn about subscription options.pp. 170-177
by Yi Zou, Arun Raghunath, Anjaneya Chagam, Sujoy Sen, Tushar Gohad
A SaaS-Native Wildcard Searchable Encryption Scheme for Protecting Privacy in Cloud ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 178-184
by Shen-Ming Chung, Ming-Der Shieh, Tzi-Cker Chiueh
Serverless Skeletons for Elastic Parallel ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 185-192
by Stefan Kehrer, Jochen Scheffold, Wolfgang Blochinger
A Realtime Crypto Computing and Block-DependabilityFull-text access may be available. Sign in or learn about subscription options.pp. 193-199
by Kancharla Abhilash, Nohpill Park
Architecture to Speed up Redundant Data Processing in a MapReduce CloudFull-text access may be available. Sign in or learn about subscription options.pp. 200-207
by Tzu-Chi Huang, Kuo-Chih Chu, Xue-Yan Zeng, Fu-Lin Jou, Ming-Fong Tsai, Ce-Kuen Shieh
Offloading Optimization with Delay Distribution in the 3-tier Federated Cloud, Edge, and Fog SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 208-213
by Ren-Hung Hwang, Yuan-Cheng Lai, Ying-Dar Lin
Representing cloud security and privacy policies and detecting potential problemsFull-text access may be available. Sign in or learn about subscription options.pp. 214-221
by Anthony Opara, Youngsang Song, Seong-Je Cho, Lawrence Chung
Improve User-Experience of E-Commerce Website by Graph Analysis with Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 230-233
by Po-Yen Wu, Yu-Rong Lai, Ray-I Chang, Shin-Yat Liu
A Data-Driven Approach to Monitoring Colocation Data CentersFull-text access may be available. Sign in or learn about subscription options.pp. 234-241
by Brian Setz, Subrahmanya VRK Rao, Alexander Lazovik, Marco Aiello
An Empirical Study on Methods for Abnormal Trajectory DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 242-245
by Umair Sabir, Che-Rung Lee
Forecasting hotel accommodation demand: the study in KaohsiungFull-text access may be available. Sign in or learn about subscription options.pp. 246-249
by Cheng-Hong Yang, Borcy Lee, Hsiang-Yu Yin, Chun-Hung Lien, Yu-Da Lin, Cheng-Feng Lee
Coronary heart diseases prediction based on cardiology clinical featuresFull-text access may be available. Sign in or learn about subscription options.pp. 250-253
by Cheng-Hong Yang, Li-Yeh Chuang, Po-Yin Chang
Tiered Financial Fraud Detection Utilizing Precision Stratified Random Forest AssemblyFull-text access may be available. Sign in or learn about subscription options.pp. 254-257
by Charles Gardner, Dan Chia-Tien Lo, Johng-Chern Chern, Pascal Paschos, Chung Ng
An Analysis of the Number of Passengers Collected with A Practical Management Support System for Regional Public Transportation ServiceFull-text access may be available. Sign in or learn about subscription options.pp. 258-261
by Chinasa Sueyoshi, Hideya Takagi, Kentaro Inenaga
Stream Processing of Software-Defined Video Analytics on a Smart CampusFull-text access may be available. Sign in or learn about subscription options.pp. 262-265
by Chia-Ying Hsieh, Yen-Chun Li, Chia-Hsin Hsu, Yung-Ching Kuo, Chung-Chiu Chen, Cheng-Hsin Hsu, Jang-Ping Sheu
A Transparent Big Data Storage Facility (Demo Abstract)Full-text access may be available. Sign in or learn about subscription options.pp. 266-268
by Hung-Chang Hsiao, Chia-Wei Lin, Chia-Ping Tsai
Dysphasia’s Voice Extraction and Period Selection in Deep Learning FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 269-272
by Hung-Shing Huang, Yue-Shan Chang, Bo-Yu Lin
Enumerating-Based Apriori Algorithms for Mining Frequent Patterns on MapReduceFull-text access may be available. Sign in or learn about subscription options.pp. 277-281
by Hsing-Lung Chen, Hao-Yu Wang
Overall mortality risk identification in breast cancer registry databaseFull-text access may be available. Sign in or learn about subscription options.pp. 282-285
by Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Fu Ou-Yang, Ming-Feng Hou, Yu-Da Lin
Instantaneous Availability Model for Systems Considering Multi-factor Logistic DelayFull-text access may be available. Sign in or learn about subscription options.pp. 286-290
by Yi Yang, Kunlun Wei, Haoran Chen
Multiple Kernel K-means Clustering : A Self-weighted Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 296-301
by Hong Yu, Tiantian Zhang, Beilei Cui, Linlin Zong
Bilinear CNN for Low-shot Footprint ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 302-307
by Min Fang, Luotian Wu, Xilong Lu, Jin Liu, Yan Zhang
Analysis and Design of Network Public Opinion Early Warning System for EmergenciesFull-text access may be available. Sign in or learn about subscription options.pp. 314-318
by Weihong Xin, Yueai Zhao, Mingxing Hou
Source Apportionment of Heavy Metals in Soils Based on Hierarchical ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 319-324
by Lu Wang, Zhikui Chen, Yujie Zhao, Qiucen Li, Huiyue Su, Zongling Ren
Correlated and Uncorrelated Feature Co-Learning with Dual Graph Regularization for Multi-View Data ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 325-330
by Tingting Sun, Chunyang Mo, Liang Zhao, Zhikui Chen
Author IndexFreely available from IEEE.pp. 331-333
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