Journal: Big Data

Volume 10, Issue 6

479 -- 480Gwanggil Jeon, Valerio Bellandi, Abdellah Chehri, Ernesto Damiani. Big Multimodal Data Analysis: Applications
481 -- 492Zhibo Zhou, Xiaoming Zhang 0001, Zhoujun Li 0001, Feiran Huang, Jie Xu 0015. Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation
493 -- 505Xing Guo, Songling Zhu, Jiaji Wu. A Hybrid Seasonal Autoregressive Integrated Moving Average and Denoising Autoencoder Model for Atmospheric Temperature Profile Prediction
506 -- 514Xiaoning Chen, Jian Zhao. Improved Semantic Image Inpainting Method with Deep Convolution Generative Adversarial Networks
515 -- 527Yaohan Wang, Wenhua Qian, Rencan Nie, Dan Xu 0001, Jinde Cao, Pyoungwon Kim. Dual Position Relationship Transformer for Image Captioning
528 -- 546Zhao Liu, Fang Wang, Anrong Dang. Creating Engines of Prosperity: Spatiotemporal Patterns and Factors Driving Urban Vitality in 36 Key Chinese Cities
547 -- 558Caixing Shao, Fengxin Cheng, Sun Mao, Jian Hu. Vehicle Intelligent Classification Based on Big Multimodal Data Analysis and Sparrow Search Optimization

Volume 10, Issue 5

369 -- 370Gwanggil Jeon, Valerio Bellandi, Abdellah Chehri, Ernesto Damiani. Big Multimodal Data Analysis: Models and Performance Analysis
371 -- 387Mukesh Kumar, Karan Bajaj, Bhisham Sharma, Sushil Narang. A Comparative Performance Assessment of Optimized Multilevel Ensemble Learning Model with Existing Classifier Models
388 -- 407Rita Francese, Maria Frasca, Michele Risi, Genoveffa Tortora. User Comprehension of Complexity Design Graph Reports
408 -- 424Valerio Bellandi, Paolo Ceravolo, Samira Maghool, Stefano Siccardi. Toward a General Framework for Multimodal Big Data Analysis
425 -- 439Fatima 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
440 -- 452Guoshuai Zhang, Jiaji Wu, Mingzhou Tan, Hong Han 0001. Predicting Social Events with Multimodal Fusion of Spatial and Temporal Dynamic Graph Representations
453 -- 465Xiangyu Guo, Mingliang Gao 0001, Wenzhe Zhai, Jianrun Shang, Qilei Li. Spatial-Frequency Attention Network for Crowd Counting
466 -- 478Fan Yang, Gangmin Li, Yong Yue 0003. Hierarchical User Intention-Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding

Volume 10, Issue 4

277 -- 278Zoran Obradovic. Call for Papers: Big Data
279 -- 297Gabriel 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
298 -- 312Djordje Gligorijevic, Jelena Gligorijevic, Aaron Flores 0001. Predicting Actions of Users Using Heterogeneous Online Signals
313 -- 336Joni 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
337 -- 355Chuanlu Liu, Shuliang Wang, Hanning Yuan, Xiaojia Liu. Detecting Unbiased Associations in Large Data Sets
356 -- 367Santosh 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

Volume 10, Issue 3

171 -- 185Jeyasudha Jeyaraj, Usha Gopal. EC-BED-NETS: A Novel Deep Learning Framework for Recognizing Dominant Nodes in Multifaceted and Social Networks
186 -- 203R. S. Raghav, Kalaipriyan Thirugnanasambandam, Vijayakumar Vardharajan 0001, 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
204 -- 214Jianbo Wang, Xing Cao. Evolution Process and Simulation of Advanced Equipment Manufacturing Innovation Network Based on Intelligent System
215 -- 229Malliga Subramanian, L. V. Narasimha Prasad, B. Janakiramaiah 0001, Asanapuram Mohan Babu, Sathishkumar V. E.. Hyperparameter Optimization for Transfer Learning of VGG16 for Disease Identification in Corn Leaves Using Bayesian Optimization
230 -- 245Sanjeevi 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
246 -- 261Caili Wang, Yuwen Gao, Asad Aziz, Gabriel Ayodeji Ogunmola. Agricultural Disaster Risk Management and Capability Assessment Using Big Data Analytics
262 -- 276Junjing Zhao, Qi Li. Big Data-Artificial Intelligence Fusion Technology in Education in the Context of the New Crown Epidemic

Volume 10, Issue 2

93 -- 94Victor Chang 0001, 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
95 -- 114Christopher G. Healey, Susan J. Simmons, Chandra Manivannan, Yoonchul Ro. Visual Analytics for the Coronavirus COVID-19 Pandemic
115 -- 137Christian 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
138 -- 150Elahe Nasiri, Kamal Berahmand, Zeynab Samei, Yuefeng Li. Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks
151 -- 160Firoz Khan, Balusupati Veera Venkata Siva Prasad, Salman Ali Syed, Imran Ashraf, Lakshmana Kumar Ramasamy. An Efficient, Ensemble-Based Classification Framework for Big Medical Data
161 -- 170Alaa Omran Almagrabi, Rashid Ali 0001, Daniyal M. Alghazzawi, Abdullah Albarakati, Tahir Khurshaid. A Reinforcement Learning-Based Framework for Crowdsourcing in Massive Health Care Internet of Things

Volume 10, Issue 1

1 -- 17K. 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
18 -- 33Arun 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
34 -- 53Suleman 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
54 -- 64Dost 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
65 -- 80Muniba Ashfaq, Nasru Minallah, Atiq ur Rehman 0002, Samir Brahim Belhaouari. Multistage Forward Path Regenerative Genetic Algorithm for Brain Magnetic Resonant Imaging Registration
81 -- 82Chinmay 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
83 -- 84Elena 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
85 -- 86Gai-Ge Wang, Xiao-Zhi Gao 0001, 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
87 -- 88Sang-Bing Tsai, Chia-Huei Wu, Lianyong Qi. Call for Special Issue Papers: Big Data Analytics in Industrial Intelligence: Deadline of Submissions: December 5, 2022
89 -- 91. Acknowledgment of Reviewers 2021