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ORCID4th BigDataService 2018: Bamberg, Germany
- Fourth IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2018, Bamberg, Germany, March 26-29, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5119-3
Fourth IEEE International Conference on Big Data Computing Service and Applications
Big Data Session I
- Chenwei Lu, Deqing Wang, Xin Liu, Keqin Gan:
A Mining and Visualizing System for Large-Scale Chinese Technical Standards. 1-8 - Guang Yang, Lijun Cai, Aimin Yu, Jiangang Ma, Dan Meng, Yu Wu:
Potential Malicious Insiders Detection Based on a Comprehensive Security Psychological Model. 9-16 - Hebatalla Eldakiky, David H. C. Du:
Key-Value Pairs Allocation Strategy for Kinetic Drives. 17-24
Big Data Session II
- Jan Frenzel
, Yedhu Sastri, Christoph Lehmann, Taras Lazariv, René Jäkel, Wolfgang E. Nagel:
A Generalized Service Infrastructure for Data Analytics. 25-32 - Mahdi Ebrahimi, Aravind Mohan, Shiyong Lu:
Scheduling Big Data Workflows in the Cloud under Deadline Constraints. 33-40 - Shuja-ur-Rehman Baig, Marcelo Amaral, Jorda Polo, David Carrera:
Performance Characterization of Spark Workloads on Shared NUMA Systems. 41-48 - Kashinath Basu, Muhammad Younas, Andy Wan Wan Tow, Frank Ball:
Performance Comparison of a SDN Network between Cloud-Based and Locally Hosted SDN Controllers. 49-55
Big Data Session III
- Wenrui Li, Nishita Narvekar, Nakshatra Nakshatra, Nitisha Raut, Birsen Sirkeci, Jerry Gao:
Seismic Data Classification Using Machine Learning. 56-63 - Neha Gupta, Henry Crosby, David Purser, Stephen A. Jarvis, Weisi Guo:
Twitter Usage Across Industry: A Spatiotemporal Analysis. 64-71 - Guanyao Du, Yuchun Liu, Jianjun Yu:
Scientific Users' Interest Detection and Collaborators Recommendation. 72-79 - Isidoros Perikos, Ioannis Hatzilygeroudis:
A Framework for Analyzing Big Social Data and Modelling Emotions in Social Media. 80-84
Big Data Session IV
- Mickael Figueredo, José Lucas Ribeiro, Nélio Cacho, Antonio Thome, Andréa Cacho, Frederico Lopes, Valeria Araujo:
From Photos to Travel Itinerary: A Tourism Recommender System for Smart Tourism Destination. 85-92 - Yuanfeng Gong, Yushun Fan, Bing Bai, Junqi Zhang, Zhenfeng Gao, Xing Wu:
HTARF: A Hybrid Tourist Attraction Recommendation Framework for Trip Scheduling. 93-98 - Xiaowen Mei, Yushun Fan, Junqi Zhang, Bing Bai, Zhenfeng Gao:
ASSR: An Adjustable Scenic Spot Rating System Based on Travel Note Mining. 99-104 - Francesco Leotta, Massimo Mecella, Daniele Sora:
Visual Analysis of Sensor Logs in Smart Spaces: Activities vs. Situations. 105-114
Big Data Session V
- Samuel Smith, Kedar Gangopadhyay, Simranjyot Singh Gill, Suzanne McIntosh:
A Relationship Between Fines and Violent Crimes. 115-120 - Alexandros Zamichos, Traianos-Ioannis Theodorou, Anastasios Drosou, Dimitrios Tzovaras:
An Evacuation Management Framework Based on Urban Data and Personalized Mobility Information. 121-128 - Bianca Katharina Lüders, Peter Ruppel:
Macroscopic Patterns in Sparse Location Data: Identifying Mobility Prototypes. 129-136 - Pierfrancesco Bellini, Paolo Nesi, Michela Paolucci, Imad Zaza:
Smart City Architecture for Data Ingestion and Analytics: Processes and Solutions. 137-144
Big Data Session VI
- Massimo Marchiori:
Back to the Bazaar: Destructuring the Data Mall. 145-152 - Aseel Alkhelaiwi, Dan Grigoras:
Smart City Data Storage Optimization in the Cloud. 153-160 - Guangzhong Yang, Chuifeng Kong, Qinpeng Xu:
A Home Rehabilitation Comprehensive Care System for Patients with COPD Based on Comprehensive Care Pathway. 161-168 - Junior Dongo, Charif Mahmoudi, Fabrice Mourlin:
NDN Log Analysis Using Big Data Techniques: NFD Performance Assessment. 169-175
Big Data Session VII
- Jidi Wang, Shengxiang Gao, Liren Wang, Zhengtao Yu:
Micro-Blog Friend-Recommendation Based on Topic Analysis and Circle Found. 176-180 - Xiaohui Yuan, Lichuan Gu, Tian Chen, Mohamed Elhoseny, Wencheng Wang:
A Fast and Accurate Retina Image Verification Method Based on Structure Similarity. 181-185 - Hua-Yi Lin, Meng-Yen Hsieh, Kuan-Ching Li:
The Secure Vehicle-to-Vehicle and Vehicle-to-Group Communication Mechanisms in Smart City. 186-192 - Jun Jiao, Jing Chen, Yan Qiao, Wenzhou Wang, Chao Wang, Lichuan Gu:
Single Neuron PID Control of Agricultural Robot Steering System Based on Online Identification. 193-199
Big Data Session VIII
- Gabriela Molinar, Nicholas Popovic, Wilhelm Stork:
From Data Points to Ampacity Forecasting: Gated Recurrent Unit Networks. 200-207 - Haihua Yang, Yangde Feng:
Authoritative Prediction of Website Based on Deep Learning. 208-212 - Hao Lv, Jianjun Yu, Tongyu Zhu:
A Novel Method of Overrun Risk Measurement and Assessment Using Large Scale QAR Data. 213-220
Big Data Session IX
- Sabina Sisovic, Marija Brkic Bakaric, Maja Matetic:
Reducing Data Stream Complexity by Applying Count-Min Algorithm and Discretization Procedure. 221-228 - MingXue Wang, Vincent Huang, Anne-Marie Cristina Bosneag:
A Novel Split-Merge-Evolve k Clustering Algorithm. 229-236 - Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Knee/Elbow Estimation Based on First Derivative Threshold. 237-240 - Mingyi Jiang, Rui Liu, Fei Wang:
Word Network Topic Model Based on Word2Vector. 241-247
IEEE International Workshop on Big Data Security and Services
Big Data Security Workshop I
- Meera Ramesh, Hyeran Jeon:
Parallelizing Deep Packet Inspection on GPU. 248-253 - Donghyun Kim, Euiseong Ko, Junggab Son, Yeojin Kim, Jungtaek Seo:
A Lightweight and Transparent Compensation Mechanism for Fog-Cloud Storage Framework. 254-259 - Nesrine Kaaniche, Eunjin Jung, Ashish Gehani:
Efficiently Validating Aggregated IoT Data Integrity. 260-265
Big Data Security Workshop II
- Hector Suarez, Li Yang, Dalei Wu:
Securing GPR Data for Use in Smart Cities. 266-269 - Euijin Choo:
Analyzing Opinion Spammers' Network Behavior in Online Review Systems. 270-275 - Vaibhav Agrawal, Devanjal Kotia, Kamelia Moshirian, Mihui Kim:
Log-Based Cloud Monitoring System for OpenStack. 276-281 - Kinam Park, Youngrok Song, Yun-Gyung Cheong:
Classification of Attack Types for Intrusion Detection Systems Using a Machine Learning Algorithm. 282-286
Big Data Security Workshop III
- Daniel Hooks, Xiaohong Yuan, Kaushik Roy, Albert C. Esterline, Joaquin Hernandez:
Applying Artificial Immune System for Intrusion Detection. 287-292 - David Schwab, Lama ALharbi, Oliver Nichols, Li Yang:
Picture PassDoodle: Usability Study. 293-298
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