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ORCIDBig Data, Volume 10
Volume 10, Number 1, February 2022
- K. Anitha Kumari
, Avinash Sharma, Chinmay Chakraborty, M. Ananyaa:
Preserving Health Care Data Security and Privacy Using Carmichael's Theorem-Based Homomorphic Encryption and Modified Enhanced Homomorphic Encryption Schemes in Edge Computing Systems. 1-17 - Arun Kumar Rana, Chinmay Chakraborty, Sharad Sharma, Sachin Dhawan, Subhendu Kumar Pani, Imran Ashraf:
Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care. 18-33 - Suleman Tahir, Muneeb Masood Raja, Nauman Razzaq, Alina Mirza, Wazir Zada Khan, Sung Won Kim, Yousaf Bin Zikria:
Extended Kalman Filter-Based Power Line Interference Canceller for Electrocardiogram Signal. 34-53 - Dost Muhammad Saqib Bhatti, Ruhul Amin Khalil, Nasir Saeed, Haewoon Nam:
Detection and Spatial Correlation Analysis of Infectious Diseases Using Wireless Body Area Network Under Imperfect Wireless Channel. 54-64 - Muniba Ashfaq, Nasru Minallah, Atiq ur Rehman, Samir Brahim Belhaouari:
Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging Registration. 65-80 - Chinmay Chakraborty, Muhammad Khurram Khan, Ishfaq Ahmad:
Call for Special Issue Papers: Big Data-Driven Futuristic Fabric System in Societal Digital Transformation: Deadline for Manuscript Submission: March 31, 2022. 81-82 - Elena Verdú, Yuri Vanessa Nieto, Nasir Saleem:
Call for Special Issue Papers: Cloud Computing and Big Data for Cognitive IoT: Deadline for Manuscript Submission: August 15, 2022. 83-84 - Gai-Ge Wang, Xiao Zhi Gao, Yan Pei:
Call for Special Issue Papers: Deep Learning Assisted Big Data Analytics for Biomedical Applications and Digital Healthcare: Deadline for Manuscript Submission: August 20, 2022. 85-86 - Sang-Bing Tsai, Chia-Huei Wu, Lianyong Qi:
Call for Special Issue Papers: Big Data Analytics in Industrial Intelligence: Deadline of Submissions: December 5, 2022. 87-88 - Acknowledgment of Reviewers 2021. 89-91
Volume 10, Number 2, April 2022
- Victor Chang, Péter Kacsuk, Gary B. Wills, Reinhold Behringer:
Call for Special Issue Papers: Big Data and the Internet-of-Things in Complex Information Systems: Selections from IoTBDS 2022 and COMPLEXIS 2022: Deadline for Manuscript Submission: September 30, 2022. 93-94 - Christopher G. Healey, Susan J. Simmons, Chandra Manivannan, Yoonchul Ro:
Visual Analytics for the Coronavirus COVID-19 Pandemic. 95-114 - Christian Colot, Philippe Baecke, Isabelle Linden:
Toward Decision Support for Telecom External Data Monetization: A Study of the Value of Network- and Personality-Based Metrics for Third-Party Businesses. 115-137 - Elahe Nasiri, Kamal Berahmand, Zeynab Samei, Yuefeng Li:
Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks. 138-150 - Firoz Khan, Balusupati Veera Venkata Siva Prasad, Salman Ali Syed, Imran Ashraf, Lakshmana Kumar Ramasamy:
An Efficient, Ensemble-Based Classification Framework for Big Medical Data. 151-160 - Alaa Omran Almagrabi, Rashid Ali, Daniyal M. Alghazzawi, Abdullah Albarakati, Tahir Khurshaid:
A Reinforcement Learning-Based Framework for Crowdsourcing in Massive Health Care Internet of Things. 161-170
Volume 10, Number 3, June 2022
- Jeyasudha Jeyaraj, Usha Gopal:
EC-BED-NETS: A Novel Deep Learning Framework for Recognizing Dominant Nodes in Multifaceted and Social Networks. 171-185 - R. S. Raghav, Kalaipriyan Thirugnanasambandam, Vijayakumar Vardharajan, Subramaniyaswamy Vairavasundaram, Logesh Ravi:
Artificial Bee Colony Reinforced Extended Kalman Filter Localization Algorithm in Internet of Things with Big Data Blending Technique for Finding the Accurate Position of Reference Nodes. 186-203 - Jianbo Wang, Xing Cao:
Evolution Process and Simulation of Advanced Equipment Manufacturing Innovation Network Based on Intelligent System. 204-214 - Malliga Subramanian, L. V. Narasimha Prasad, B. Janakiramaiah, Asanapuram Mohan Babu, Sathishkumar V. E.:
Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization. 215-229 - Sanjeevi Pandiyan, Govindjee Govindjee, S. Meenatchi, S. Prasanna, G. Gunasekaran, Ya Guo:
Evaluating the Impact of Summer Drought on Vegetation Growth Using Space-Based Solar-Induced Chlorophyll Fluorescence Across Extensive Spatial Measures. 230-245 - Caili Wang, Yuwen Gao, Asad Aziz, Gabriel Ayodeji Ogunmola:
Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics. 246-261 - Junjing Zhao, Qi Li:
Big Data-Artificial Intelligence Fusion Technology in Education in the Context of the New Crown Epidemic. 262-276
Volume 10, Number 4, August 2022
- Zoran Obradovic:
Call for Papers: Big Data. 277-278 - Gabriel Dall'Alba, Pedro Lenz Casa, Fernanda Pessi de Abreu, Daniel Luis Notari, Scheila de Avila e Silva:
A Survey of Biological Data in a Big Data Perspective. 279-297 - Djordje Gligorijevic, Jelena Gligorijevic, Aaron Flores:
Predicting Actions of Users Using Heterogeneous Online Signals. 298-312 - Joni Salminen, Kamal Chhirang, Soon-Gyo Jung, Saravanan Thirumuruganathan, Kathleen W. Guan, Bernard J. Jansen:
Big Data, Small Personas: How Algorithms Shape the Demographic Representation of Data-Driven User Segments. 313-336 - Chuanlu Liu, Shuliang Wang, Hanning Yuan, Xiaojia Liu:
Detecting Unbiased Associations in Large Data Sets. 337-355 - Santosh Thakur, Ramesh Dharavath, Achyut Shankar, Prabhishek Singh, Manoj Diwakar, Mohammad Reza Khosravi:
RST-DE: Rough Sets-Based New Differential Evolution Algorithm for Scalable Big Data Feature Selection in Distributed Computing Platforms. 356-367
Volume 10, Number 5, October 2022
- Gwanggil Jeon, Valerio Bellandi, Abdellah Chehri, Ernesto Damiani:
Big Multimodal Data Analysis: Models and Performance Analysis. 369-370 - Mukesh Kumar, Karan Bajaj, Bhisham Sharma, Sushil Narang:
A Comparative Performance Assessment of Optimized Multilevel Ensemble Learning Model with Existing Classifier Models. 371-387 - Rita Francese, Maria Frasca, Michele Risi, Genoveffa Tortora:
User Comprehension of Complexity Design Graph Reports. 388-407 - Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi:
Toward a General Framework for Multimodal Big Data Analysis. 408-424 - Fatima El Barakaz, Omar Boutkhoum, Mohamed Hanine, Abdelmajid El Moutaouakkil, Furqan Rustam, Sadia Din, Imran Ashraf:
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure. 425-439 - Guoshuai Zhang, Jiaji Wu, Mingzhou Tan, Hong Han:
Predicting Social Events with Multimodal Fusion of Spatial and Temporal Dynamic Graph Representations. 440-452 - Xiangyu Guo, Mingliang Gao, Wenzhe Zhai, Jianrun Shang, Qilei Li:
Spatial-Frequency Attention Network for Crowd Counting. 453-465 - Fan Yang, Gangmin Li, Yong Yue:
Hierarchical User Intention-Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding. 466-478
Volume 10, Number 6, December 2022
- Gwanggil Jeon, Valerio Bellandi, Abdellah Chehri, Ernesto Damiani:
Big Multimodal Data Analysis: Applications. 479-480 - Zhibo Zhou, Xiaoming Zhang, Zhoujun Li, Feiran Huang, Jie Xu:
Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation. 481-492 - Xing Guo, Songling Zhu, Jiaji Wu:
A Hybrid Seasonal Autoregressive Integrated Moving Average and Denoising Autoencoder Model for Atmospheric Temperature Profile Prediction. 493-505 - Xiaoning Chen, Jian Zhao:
Improved Semantic Image Inpainting Method with Deep Convolution Generative Adversarial Networks. 506-514 - Yaohan Wang, Wenhua Qian, Rencan Nie, Dan Xu, Jinde Cao, Pyoungwon Kim:
Dual Position Relationship Transformer for Image Captioning. 515-527 - Zhao Liu, Fang Wang, Anrong Dang:
Creating Engines of Prosperity: Spatiotemporal Patterns and Factors Driving Urban Vitality in 36 Key Chinese Cities. 528-546 - Caixing Shao, Fengxin Cheng, Sun Mao, Jian Hu:
Vehicle Intelligent Classification Based on Big Multimodal Data Analysis and Sparrow Search Optimization. 547-558
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