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ORCIDBig Data Mining and Analytics, Volume 7
Volume 7, Number 1, 2024
- Rong Pang, Yan Yang, Aiguo Huang, Yan Liu, Peng Zhang, Guangwu Tang:
Multi-Scale Feature Fusion Model for Bridge Appearance Defect Detection. 1-11 - Jingqi Zhao, Chuitian Rong, Xin Dang, Huabo Sun:
QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism. 12-28 - Pengyu Chen, Wendi He, Wenxuan Ma, Xiangdong Huang, Chen Wang:
IoTDQ: An Industrial IoT Data Analysis Library for Apache IoTDB. 29-41 - Jiang Chang, Xianglong Gu, Jieyun Wu, Debu Zhang:
Cell Consistency Evaluation Method Based on Multiple Unsupervised Learning Algorithms. 42-54 - Guosheng Cui, Ye Li, Jianzhong Li, Jianping Fan:
Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization. 55-74 - Yassine El Moudene, Jaafar Idrais, Rida El Abassi
, Abderrahim Sabour:
Gender-Based Analysis of User Reactions to Facebook Posts. 75-86 - Jun Wang, Maiwang Shi, Xiao Zhang, Yan Li, Yunsheng Yuan, Chenglei Yang, Dongxiao Yu:
Incremental Data Stream Classification with Adaptive Multi-Task Multi-View Learning. 87-106 - Nadezhda Yu. Biziukova, Sergey M. Ivanov, Olga A. Tarasova:
Identification of Proteins and Genes Associated with Hedgehog Signaling Pathway Involved in Neoplasm Formation Using Text-Mining Approach. 107-130 - Renwu Yan, Yang Zheng, Ning Yu, Cen Liang:
Multi-Smart Meter Data Encryption Scheme Based on Distributed Differential Privacy. 131-141 - Zhongyin Xu, Xiujuan Lei, Mei Ma, Yi Pan:
Molecular Generation and Optimization of Molecular Properties Using a Transformer Model. 142-155 - Heng Lin, Zhiyong Wang, Shipeng Qi, Xiaowei Zhu, Chuntao Hong, Wenguang Chen, Yingwei Luo:
Building a High-Performance Graph Storage on Top of Tree-Structured Key-Value Stores. 156-170 - Shan Zhang, Qinkai Jiang, Hao Li, Bin Cao, Jing Fan:
PURP: A Scalable System for Predicting Short-Term Urban Traffic Flow Based on License Plate Recognition Data. 171-187 - Yan Zhao, Ming Guo, Xiangyong Chen, Jianqiang Sun, Jianlong Qiu:
Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals. 188-204 - Aafaq Mohi ud din, Shaima Qureshi:
Limits of Depth: Over-Smoothing and Over-Squashing in GNNs. 205-216 - Zixuan Han, Leilei Shi, Lu Liu, Liang Jiang, Jiawei Fang, Fanyuan Lin, Jinjuan Zhang, John Panneerselvam, Nick Antonopoulos:
A Survey on Event Tracking in Social Media Data Streams. 217-243 - Call for Papers: Special Issue on Challenges and Opportunities in Biomedical Big Data Analysis: From Large Language Models to Clinical Applications. 244
- Call for Papers: Special Issue on Big Data Computing for Cyber Physical Social Intelligence. 245
Volume 7, Number 2, 2024
- Mona Ahamd Alghamdi, Abdullah S. Al-Malaise Al-Ghamdi, Mahmoud Ragab:
Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble. 247-270 - Sunil Kumar:
AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business. 271-293 - Shahriar Kaisar, Md. Mamunur Rashid, Abdullahi Chowdhury, Sakib Shahriar Shafin, Joarder Kamruzzaman, Abebe Abeshu Diro:
Enhancing Telemarketing Success Using Ensemble-Based Online Machine Learning. 294-314 - Giacomo Lanciano, Filippo Galli, Tommaso Cucinotta, Davide Bacciu, Andrea Passarella:
Extending OpenStack Monasca for Predictive Elasticity Control. 315-339 - Muhammad Ajmal Azad, Junaid Arshad, Farhan Riaz:
ROBO-SPOT: Detecting Robocalls by Understanding User Engagement and Connectivity Graph. 340-356 - Qiang Sun, Leilei Shi, Lu Liu, Zixuan Han, Liang Jiang, Yan Wu, Yeling Zhao:
A Novel Recommendation Algorithm Integrates Resource Allocation and Resource Transfer in Weighted Bipartite Network. 357-370 - Dominic Davies-Tagg, Ashiq Anjum, Ali Zahir, Lu Liu, Muhammad Usman Yaseen, Nick Antonopoulos:
Data Temperature Informed Streaming for Optimising Large-Scale Multi-Tiered Storage. 371-398 - Sankaramoorthy Muthubalaji, Naresh Kumar Muniyaraj, Sarvade Pedda Venkata Subba Rao, Kavitha Thandapani, Pasupuleti Rama Mohan, Thangam Somasundaram, Yousef Farhaoui:
An Intelligent Big Data Security Framework Based on AEFS-KENN Algorithms for the Detection of Cyber-Attacks from Smart Grid Systems. 399-418 - Abed Mutemi, Fernando Bação:
E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review. 419-444 - Mini Han Wang, Lumin Xing, Yi Pan, Feng Gu, Junbin Fang, Xiangrong Yu, Chi Pui Pang, Kelvin Kam Lung Chong, Carol Yim-Lui Cheung, Xulin Liao, Xiaoxiao Fang, Jie Yang, Ruoyu Zhou, Xiaoshu Zhou, Fengling Wang, Wenjian Liu:
AI-Based Advanced Approaches and Dry Eye Disease Detection Based on Multi-Source Evidence: Cases, Applications, Issues, and Future Directions. 445-484 - Sohail Khan, Mohammad Nauman:
Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers. 485-499 - Saravanan Selvam, Uma Maheswari Balasubramanian:
An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks. 500-511 - Andreas M. Billert, Runyao Yu, Stefan Erschen, Michael Frey, Frank Gauterin:
Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction. 512-530 - Zhihua Li, Xinye Yu, Tao Wei, Junhao Qian:
Unstructured Big Data Threat Intelligence Parallel Mining Algorithm. 531-546 - Junwen Duan, Xincheng Liao, Ying An, Jianxin Wang:
KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt. 547-560 - Call for Papers: Special Issue on Challenges and Opportunities in Retrieval-Augmented Generation for LLMs: Techniques, Trends, and Applications. 561
- Call for Papers: Special Issue on Data-Driven Spatial and Temporal Anomaly Detection. 562
- Call for Papers: Special Issue on AI-Enhanced Big Data Governance. 563
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last updated on 2024-11-08 20:20 CET by the dblp team
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