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ORCIDBig Data Research, Volume 25
Volume 25, July 2021
- Imran Ahmed
, Misbah Ahmad, Gwanggil Jeon, Francesco Piccialli:
A Framework for Pandemic Prediction Using Big Data Analytics. 100190 - Mingming Chen, Ning Wang, Daxin Zhu, Jedi S. Shang:
An Efficient Algorithm for Spatio-Textual Object Cluster Join. 100191 - Marek Grzegorowski, Eftim Zdravevski, Andrzej Janusz, Petre Lameski, Cas Apanowicz, Dominik Slezak:
Cost Optimization for Big Data Workloads Based on Dynamic Scheduling and Cluster-Size Tuning. 100203 - Edson Ramiro Lucas Filho, Eduardo Cunha de Almeida, Stefanie Scherzinger, Herodotos Herodotou:
Investigating Automatic Parameter Tuning for SQL-on-Hadoop Systems. 100204 - Ciprian-Octavian Truica, Elena Simona Apostol, Jérôme Darmont, Torben Bach Pedersen:
The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes. 100205 - Rogério Luís C. Costa, José Manuel Moreira, Paulo Pintor, Veronica dos Santos, Sérgio Lifschitz:
A Survey on Data-driven Performance Tuning for Big Data Analytics Platforms. 100206 - Fangpeng Lan, Jinwen Zhang, Baoning Niu:
Predicting Response Time of Concurrent Queries with Similarity Models. 100207 - Mohammed Alshahrani, Fuxi Zhu, Soufiana Mekouar, Mohammed Yahya Alghamdi, Shichao Liu:
Identification of Top-K Influencers Based on Upper Confidence Bound and Local Structure. 100208 - Sören Henning, Wilhelm Hasselbring:
Theodolite: Scalability Benchmarking of Distributed Stream Processing Engines in Microservice Architectures. 100209 - Anastasiia Pika, Arthur H. M. ter Hofstede, Robert K. Perrons, Georg Grossmann, Markus Stumptner, Jim Cooley:
Using Big Data to Improve Safety Performance: An Application of Process Mining to Enhance Data Visualisation. 100210 - Tome Eftimov, Bibek Paudel, Gorjan Popovski, Dragi Kocev:
A Framework for Evaluating Personalized Ranking Systems by Fusing Different Evaluation Measures. 100211 - Jonathan N. Basalyga, Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang:
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions. 100212 - Anurag Satpathy, Manmath Narayan Sahoo, Ashutosh Mishra, Banshidhar Majhi, Joel J. P. C. Rodrigues, Sambit Bakshi:
A Service Sustainable Live Migration Strategy for Multiple Virtual Machines in Cloud Data Centers. 100213 - Hermann Heßling, Marco Strutz, Elsa Irmgard Buchholz, Peter Hufnagl:
On Divide&Conquer in Image Processing of Data Monster. 100214 - Xin Wang, Diego Calvanese:
Editorial for Special Issue of Journal of Big Data Research on "Big Data Meets Knowledge Graphs". 100215 - Yuxin Zhang, Bohan Li, Han Gao, Ye Ji, Han Yang, Meng Wang, Weitong Chen:
Fine-Grained Evaluation of Knowledge Graph Embedding Model in Knowledge Enhancement Downstream Tasks. 100218 - Shiyun Guo, Jinping Tang, Huabin Liu, Xinren Gu:
Study on Landscape Architecture Model Design Based on Big Data Intelligence. 100219 - Jiabi Zheng, Zhenguo Yang, Wenyin Liu:
A Multi-Task Sequential State Model for the Human Trajectory Data Understanding. 100220 - Mingming Chen, Ning Wang, Guofeng Lin, Jedi S. Shang:
Network-Based Trajectory Search over Time Intervals. 100221 - Idoia Berges, Víctor Julio Ramírez-Durán, Arantza Illarramendi:
A Semantic Approach for Big Data Exploration in Industry 4.0. 100222 - Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta:
ComBI: Compressed Binary Search Tree for Approximate k-NN Searches in Hamming Space. 100223 - Sandeep Purao, Haijing Hao, Chenhang Meng:
The Use of Smart Home Speakers by the Elderly: Exploratory Analyses and Potential for Big Data. 100224 - Parsa Sarosh, Shabir A. Parah, Ghulam Mohiuddin Bhat, Khan Muhammad:
A Security Management Framework for Big Data in Smart Healthcare. 100225 - Soham Das, Soumya Deep Roy, Samir Malakar, Juan D. Velásquez, Ram Sarkar:
Bi-Level Prediction Model for Screening COVID-19 Patients Using Chest X-Ray Images. 100233 - Yujie Yang, Ye Li, Runge Chen, Jing Zheng, Yunpeng Cai, Giancarlo Fortino:
Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data. 100234 - Niloy Eric Costa, Tilemachos Pechlivanoglou, Manos Papagelis:
OL-HeatMap: Effective Density Visualization of Multiple Overlapping Rectangles. 100235 - Jiaying Liu, Hansong Nie, Shihao Li, Xiangtai Chen, Huazhu Cao, Jing Ren, Ivan Lee, Feng Xia:
Tracing the Pace of COVID-19 Research: Topic Modeling and Evolution. 100236 - Yongjiao Sun, Xin Yao, Xin Bi, Xuechun Huang, Xiangguo Zhao, Baiyou Qiao:
Time-Series Graph Network for Sea Surface Temperature Prediction. 100237 - Xiaozhong Zhang, Xiaoyu Ge, Panos K. Chrysanthis, Mohamed A. Sharaf:
ViewSeeker: An Interactive View Recommendation Framework. 100238 - Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fernando V. Paulovich, José F. Rodrigues Jr., Almir O. Artero:
ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings. 100239 - Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Dependency Visualization in Data Stream Profiling. 100240 - Oleg Varlamov:
"Brains" for Robots: Application of the Mivar Expert Systems for Implementation of Autonomous Intelligent Robots. 100241 - Carlos André Reis Pinheiro, Matthew Galati, Natalia Summerville, Mark Lambrecht:
Using Network Analysis and Machine Learning to Identify Virus Spread Trends in COVID-19. 100242 - Ruimin Hu, Xiaochen Wang, Jianhua Ma, Hao Pan, Danni Xu, Junhang Wu:
Urban Hierarchical Open-up Schemes Based on Fine Regional Epidemic Data for the Lockdown in COVID-19. 100243 - José Ramón Saura, Domingo Ribeiro Soriano, Daniel Palacios Marqués:
Setting Privacy "by Default" in Social IoT: Theorizing the Challenges and Directions in Big Data Research. 100245 - Giacomo Aletti:
Analytical Confidence Intervals for the Number of Different Objects in Data Streams. 100248 - Ji Liang, Chunhui Yuan:
Data Price Determinants Based on a Hedonic Pricing Model. 100249 - Lalit Garg, Sally I. McClean, Maria Barton, Brian Meenan, Ken Fullerton, Georgios Kontonatsios, Marcello Trovati, Ioannis Korkontzelos, Xiaolong Xu, Mohsen Farid:
Evaluating Different Selection Criteria for Phase Type Survival Tree Construction. 100250 - Bryan Martin, Karen C. Davis:
Multi-Temperate Logical Data Warehouse Design for Large-Scale Healthcare Data. 100255
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