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5th 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
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
Predictive Maintenance System for Efficiency Improvement of Heating Equipment. 93-98 - Seyed Ziae Mousavi Mojab
iCATS: Scheduling Big Data Workflows in the Cloud Using Cultural Algorithms. 99-106 - Chen Wang
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
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
A Framework for Integrating Big Data Security Into Agricultural Supply Chain. 191-194 - Tarek Menouer
Towards a Parallel Constraint Solver for Cloud Computing Environments. 195-198 - Jie Fu
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
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
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
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
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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