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ORCID5th BigDataService 2019: Newark, CA, USA
- IEEE Fifth International Conference on Big Data Computing Service and Applications, BigDataService 2019, Newark, CA, USA, April 4-9, 2019. IEEE 2019, ISBN 978-1-7281-0059-3
- Boris Lorbeer, Tanja Deutsch, Peter Ruppel, Axel Küpper:
Anomaly Detection with HMM Gauge Likelihood Analysis. 1-8 - Mario A. Pitalua Rodriguez, Susan A. Mengel, Lisaann S. Gittner
, Hafiz M. K. Khan:
Automated Hot-Spot Identification for Spatial Investigation of Disease Indicators. 9-18 - Yu Pan, Feiyu Zhu, Hongfeng Yu:
A Scientific Data Representation Through Particle Flow Based Linear Interpolation. 19-28 - Bernhard Knasmüller, Christoph Hochreiner, Stefan Schulte:
Pathfinder: Fault Tolerance for Stream Processing Systems. 29-39 - Wenjun Tao, Yanlong Zhai, Jude Tchaye-Kondi:
LHF: A New Archive Based Approach to Accelerate Massive Small Files Access Performance in HDFS. 40-48 - Ibrahim Adel Ibrahim, Mostafa A. Bassiouni:
Improvement of Data Throughput in Data-Intensive Cloud Computing Applications. 49-54 - Mahdi Hajiaghayi, Ehsan Vahedi:
Code Failure Prediction and Pattern Extraction Using LSTM Networks. 55-62 - Changhua Chen, Yan Pang:
Exploring Machine Learning Techniques for Smart Drainage System. 63-70 - Jiamin Liu, Jiting Li, Tao Wang, Renjie He:
Will Your Classmates and Colleagues Affect Your Development in the Workplace: Predicting Employees' Growth Based on Interpersonal Environment. 71-78 - Kaijing Shi, Ying Zhang, Yue Liu:
Study on Tourists' Perception of the Grand Canal Cultural Heritage Based on Network Travels. 79-82 - Jingwen Zhou, Yushun Fan, Junqi Zhang:
Generating Knowledge Maps for Songs and Users in Music Market with Probabilistic Topic Model. 83-92 - Ana Rita Santiago, Mário Antunes, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar:
Predictive Maintenance System for Efficiency Improvement of Heating Equipment. 93-98 - Seyed Ziae Mousavi Mojab, Mahdi Ebrahimi, Robert G. Reynolds, Shiyong Lu:
iCATS: Scheduling Big Data Workflows in the Cloud Using Cultural Algorithms. 99-106 - Chen Wang, Hyong Kim:
Touchdown on the Cloud: The Impact of the Super Bowl on Cloud. 107-113 - Taban Eslami, Fahad Saeed:
GPU-DFC: A GPU-Based Parallel Algorithm for Computing Dynamic-Functional Connectivity of Big fMRI Data. 114-121 - Haifang Li, Xiong Yang, Rong Yao, Pengfei Yang, Zhe Wang:
Difference Analysis of Brain Network Working Memory Data with EEG Sub-Sequence Feature Vector as Node. 122-130 - Rana Alnashwan, Humphrey Sorensen, Adrian O'Riordan:
Classification of Online Medical Discourse by Modified Co-Training. 131-137 - Mingzhe Du, José M. Vidal, Barry Markovsky:
SOREC: A Semantic Content-Based Recommendation System for Parsimonious Sociology Theory Construction. 138-144 - Ahmad Slim, Don R. Hush, Tushar Ojha, Chaouki T. Abdallah, Gregory L. Heileman, Georges El-Howayek:
An Automated Framework to Recommend A Suitable Academic Program, Course and Instructor. 145-150 - Radhika Dua, Divyam Madaan, Prerana Mukherjee, Brejesh Lall:
Real Time Attention Based Bidirectional Long Short-Term Memory Networks for Air Pollution Forecasting. 151-158 - Shuqin Wang, Jerry Zeyu Gao, Hanping Lin, Mayur Shitole, Layla Reza, Sheng Zhou:
Dynamic Human Behavior Pattern Detection and Classification. 159-166 - Yiming Zhao, Wenting Li, Zijian Zhang, Ping Wang:
Password Expiration Strategy: A Perspective of Ecological Memory. 167-172 - Jun Sheng Lee, Denis Zuba, Yan Pang:
Sentiment Analysis of Chinese Product Reviews using Gated Recurrent Unit. 173-181 - Zhikui Chen, Jianing Du, Fangming Zhong, Shi Chen:
Semantic-Guided Hashing for Cross-Modal Retrieval. 182-190 - Amjad Gawanmeh, Sazia Parvin, Sitalakshmi Venkatraman, Tony de Souza-Daw, James Jin Kang, Samuel Kaspi, Joanna Jackson:
A Framework for Integrating Big Data Security Into Agricultural Supply Chain. 191-194 - Tarek Menouer, Nitin Sukhija, Patrice Darmon:
Towards a Parallel Constraint Solver for Cloud Computing Environments. 195-198 - Jie Fu, Ping Ping, Jerry Zeyu Gao, Yingchi Mao:
A Meaningful Visually Secure Image Encryption Scheme. 199-204 - Saloni Mohan, Sahitya Mullapudi, Sudheer Sammeta, Parag Vijayvergia, David C. Anastasiu:
Stock Price Prediction Using News Sentiment Analysis. 205-208 - Lixia Huang, Suisui Zhang, Jie Wang, Xueying Zhang:
Classification of Improved Cross-Correlation Function to Determine Speaker Location from Microphone Array. 209-214 - Yingchi Mao, Jian Gao, Hai Qi, Longbao Wang:
Event Fusion and Decision Approach Based on Node Reliability in Dam Safety Monitoring. 215-220 - Guoyan Xu, Yi Cheng, Fan Liu, Ping Ping, Jie Sun:
A Water Level Prediction Model Based on ARIMA-RNN. 221-226 - Shufang Xu, Dazhuan Xu, Xuejie Zhang, Longbao Wang:
A Centralized Fusion Model and Capacity Fusion Rule for Unmanned Air Vehicle Network. 227-231 - Xiao Dong, Qianmu Li, Jun Hou, Jing Zhang, Yaozong Liu:
Security Risk Control of Water Power Generation Industrial Control Network Based on Attack and Defense Map. 232-236 - Shengzhi Chen, Jun Hou, Qianmu Li:
Safety Risk Monitoring of Hydraulic Power Generation Industrial Control Network. 237-241 - Hanrui Zhang, Qianmu Li, Yong Qi, Jun Hou, Yaozong Liu:
The Research Reviewed of Edge Network Active Safety Defense Technology. 242-246 - Xiaonan Sang, Qianmu Li:
Mimic Defense Techniques of Edge-Computing Terminal. 247-251 - Fei Liu, Qianmu Li, Yaozong Liu:
Network Traffic Big Data Prediction Model Based on Combinatorial Learning. 252-256 - Yan Xu, Summera Shamrooz Aslam, Qianmu Li, Jun Hou:
Self-Similarity Analysis and Application of Water Network Traffic. 257-261 - Hao Yang, Yu Wang, Serge Fotso Tagne, Qian Huang:
Abnormal Pre-Detection Algorithm Based on Time Series. 262-265 - Shui-Qing Wu, Yu Wang, Zhong-Yuan Zhang:
Mechanical Identification of Extra Large Hydraulic Engineering Vehicles Based on Video Big Data. 266-270 - Poojitha Amin, Nikhitha R. Anikireddypally, Suraj Khurana, Sneha Vadakkemadathil, Wencen Wu:
Personalized Health Monitoring using Predictive Analytics. 271-278 - Yanwen Zhu, Zhiguo Gui, Yu Shang:
Modeling of Vast Particle Movements in Microvasculature System for Blood Flow Measurement. 279-283 - Fenglian Li, Can Wang, Xueying Zhang, Fengyun Hu, Wenhui Jia, Yuzhou Fan:
Features of Hierarchical Fuzzy Entropy of Stroke Based on EEG Signal and Its Application in Stroke Classification. 284-289 - Xueying Zhang, Xin Wei, Fenglian Li, Fengyun Hu, Wenhui Jia, Chao Wang:
Fuzzy Support Vector Machine with Imbalanced Regulator and its Application in Stroke Classification. 290-295 - Hussain Waqar, Jie Xiang, Mengni Zhou, Ting Hu, Bilal Ahmed, Syed Habib Shapor, Muhammad Shahid Iqbal, Muhammad Raheel:
Towards Classifying Epileptic Seizures Using Entropy Variants. 296-300 - Min Zhu, Xiaolai Li, Yunjian Ge, Jinfu Nie, Xueling Li:
The Tumor Infiltrating Leukocyte Cell Composition Are Significant Markers for Prognostics of Radiotherapy of Rectal Cancer as Revealed by Cell Type Deconvolution. 301-305 - Hao Ling, Zhiguo Gui, Peng Zhang, Xiaojuan Zhang, Caicai Liu, Yu Shang:
Approach to Enhance Tissue Blood Flow Measurement by Combining Ultrasound Modulation with Diffuse Correlation Spectroscopy. 306-310 - Haotian Shi, Haoren Wang, Yanrui Jin, Liqun Zhao, Chengliang Liu:
Automated Heartbeat Classification Based on Convolutional Neural Network with Multiple Kernel Sizes. 311-315 - Haoren Wang, Haotian Shi, Ke Lin, Liqun Zhao, Chengliang Liu:
A High-Precise Arrhythmia Detection Method Based on Biorthogonal Wavelet and Fully Connected Neural Network. 316-321 - Haifang Li, Zhe Wang, Guimei Yin, Hongxia Deng, Xiaofeng Yang, Rong Yao, Peng Gao, Rui Cao:
A Multi-feature Fusion and SSAE-Based Deep Network for Image Semantic Recognition. 322-327 - Peng Zhang, Zhiguo Gui, Ling Hao, Xiaojuan Zhang, Caicai Liu, Yu Shang:
Signal Processing for Diffuse Correlation Spectroscopy with Recurrent Neural Network of Deep Learning. 328-332 - Luis Gutierrez, Mohammad Husain:
Design and Development of a Mobile EEG Data Analytics Framework. 333-339 - Anitha Ilapakurti, Sharat Kedari, Jaya Shankar Vuppalapati, Santosh Kedari, Chandrasekar Vuppalapati:
Artificial Intelligent (AI) Clinical Edge for Voice disorder Detection. 340-345 - Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Naeem Seliya:
Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data. 346-356 - Gabriel Castaneda, Paul Morris, Taghi M. Khoshgoftaar:
Maxout Neural Network for Big Data Medical Fraud Detection. 357-362
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