Methodologies for Cross-Domain Data Fusion: An Overview

Cited by (450)

Items 201–300 of 450

1. Gas Path Fault Diagnosis of Turboshaft Engine Based on Novel Transfer Learning Methods
   Yong-Ping Zhao, Hui-Jie Jin, Hao Liu · 2024 · Journal of Dynamic Systems Measurement and Control
2. Towards Task Sampler Learning for Meta-Learning
   Jingyao Wang, Wenwen Qiang, Xingzhe Su, Changwen Zheng, Fuchun Sun, Hui Xiong · 2024 · International Journal of Computer Vision
3. SLIM: Scalable Linkage of Mobility Data
   Fuat Basık, Hakan Ferhatosmanoğlu, Bućra Gedik · 2020 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
4. CITY-SCALE HUMAN MOBILITY PREDICTION MODEL BY INTEGRATING GNSS TRAJECTORIES AND SNS DATA USING LONG SHORT-TERM MEMORY
   Satoshi Miyazawa, X. Song, Renhe Jiang, Zipei Fan, Ryosuke Shibasaki, T. Sato · 2020 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences
5. Active CTDaaS: A Data Service Framework Based on Transparent IoD in City Traffic
   Bowen Du, Runhe Huang, Xi Chen, Zhipu Xie, Ye Liang, Weifeng Lv, Jianhua Ma · 2016 · IEEE Transactions on Computers
6. A graph-based approach for detecting spatial cross-outliers from two types of spatial point events
   Yan Shi, Jianya Gong, Min Deng, Xuexi Yang, Feng Xu · 2018 · Computers Environment and Urban Systems
7. Multi-modality sensor fusion for gait classification using deep learning
   Syed Usama Yunas, Abdullah S. Alharthi, Krikor B. Ozanyan · 2020 · IEEE Sensors Applications Symposium (SAS)
8. Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach
   Zhicheng Liu, Cao Jun, Renjie Xie, Junyan Yang, Qiao Wang · 2020 · IEEE Transactions on Knowledge and Data Engineering
9. Forecasting Travel Speed in the Rainfall Days to Develop Suitable Variable Speed Limits Control Strategy for Less Driving Risk
   Ping Wang, Yajie Zhang, Saisai Wang, Li Li, Xiaohui Li · 2021 · Journal of Advanced Transportation
10. A Framework for Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter
    Yan Shi, Min Deng, Xuexi Yang, Qiliang Liu, Liang Zhao, Chang‐Tien Lu · 2016 · ISPRS International Journal of Geo-Information
11. Explainable Riemannian Manifold Learning for Application Scene Generalization With Distributed Acoustic Sensing System
    Puyu Han, Jingming Zhang, Xingwei Chen, Guanfang Shao, Zixing Huang, Jiayao Sun, Xiaobing Shi, Xiongji Yang, Liyang Shao · 2025 · IEEE Internet of Things Journal
12. Multimodal Moore–Penrose Inverse-Based Recomputation Framework for Big Data Analysis
    Wandong Zhang, Yimin Yang, Q. M. Jonathan Wu, Tianlei Wang, Hui Zhang · 2022 · IEEE Transactions on Neural Networks and Learning Systems
13. Multi-source Heterogeneous Data Fusion Algorithm Based on Federated Learning
    Jincheng Zhou, Yang Lei · 2023 · Communications in computer and information science
14. AdaML: An Adaptive Meta-Learning model based on user relevance for user cold-start recommendation
    Jia Wei Xu, Hongming Zhang, Xin Wang, Pin Lv · 2023 · Knowledge-Based Systems
15. Multimodal Synthetic Dataset Balancing: a Framework for Realistic and Balanced Training Data Generation in Industrial Settings
    Diyar Altinses, Andreas Schwung · 2023 · Annual Conference of the IEEE Industrial Electronics Society (IECON)
16. A Latent Feature-Based Multimodality Fusion Method for Theme Classification on Web Map Service
    Zelong Yang, Zhipeng Gui, Huayi Wu, Wenwen Li · 2019 · IEEE Access
17. Enhancing the generalizability of predictive models with synergy of data and physics
    Yingjun Shen, Zhe Song, Andrew Kusiak · 2021 · Measurement Science and Technology
18. Ins and Outs of Big Data: A Review
    Hamidur Rahman, Shahina Begum, Mobyen Uddin Ahmed · 2016 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
19. A Cyberinfrastructure for Big Data Transportation Engineering
    Md Johirul Islam, Anuj Sharma, Hridesh Rajan · 2019 · Journal of Big Data Analytics in Transportation
20. A Novel Dynamic Dispatching Method for Bicycle-Sharing System
    Dianhui Mao, Zhihao Hao, Yalei Wang, Shuting Fu · 2019 · ISPRS International Journal of Geo-Information
21. Addressing Complexities of Machine Learning in Big Data: Principles, Trends and Challenges from Systematical Perspectives
    Qi Wang, Xia Zhao, Jincai Huang, Yanghe Feng, Jiahao Su, Zhihao Luo · 2017 · Preprints.org
22. BFCP: Pursue Better Forward Compatibility Pretraining for Few-Shot Class-Incremental Learning
    Zhiling Fu, Zhe Wang, Xinlei Xu, Wei Guo, Ziqiu Chi, Hai Yang, Wenli Du · 2025 · IEEE Transactions on Neural Networks and Learning Systems
23. MSALNet: a multi-scale adaptive learning network for high-resolution remote sensing scene classification
    Chao Yang, Chengbo Wei, Yiming Zhao, Liming Wang, Peigang Xu, Kunlun Qi, Yuanzheng Shao, Huayi Wu · 2025 · Geo-spatial Information Science
24. Computação Urbana da Teoria à Prática: Fundamentos, Aplicações e Desafios
    Diego Oliveira Rodrigues, Frances Albert Santos, Geraldo P. Rocha Filho, Ademar Takeo Akabane, Raquel Cabral, Roger Immich, L. Wellington, Felipe D. Cunha, Daniel L. Guidoni, Thiago H. Silva et al. · 2019
25. Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances
    Lenka Pavelková, Ladislav Jirsa, Anthony Quinn · 2021 · Knowledge-Based Systems
26. Deep Multimodal Fusion with Corrupted Spatio-Temporal Data Using Fuzzy Regularization
    Diyar Altinses, Andreas Schwung · 2023 · Annual Conference of the IEEE Industrial Electronics Society (IECON)
27. Research on Online Review Information Classification Based on Multimodal Deep Learning
    Jingnan Liu, Yefang Sun, Yueyi Zhang, Chenyuan Lu · 2024 · Applied Sciences
28. Space-aware Socioeconomic Indicator Inference with Heterogeneous Graphs
    Xingchen Zou, Jiani Huang, Xixuan Hao, Yuhao Yang, Haomin Wen, Yibo Yan, Chao Huang, Chao Chen, Yuxuan Liang · 2025 · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS)
29. Information Fusion for (Re)Configuring Bike Station Networks With Crowdsourcing
    Suining He, Kang Geun Shin · 2020 · IEEE Transactions on Knowledge and Data Engineering
30. Towards a Digital Process Platform for Future Construction Sites
    Hans Aoyang Zhou, Aymen Gannouni, Thomas G. Otte, Jonas Odenthal, Anas Abdelrazeq, Frank Hees · 2020 · ITU Kaleidoscope Academic Conference (ITU K)
31. Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach
    Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng · 2021 · IEEE Transactions on Knowledge and Data Engineering
32. Kernel Joint Non-Negative Matrix Factorization for Genomic Data
    Diego Salazar, Juan Ramirez de los Rios, Sara Aceros, Oscar Flórez-Vargas, Carlos Valencia · 2021 · IEEE Access
33. ST-DRN: Deep Residual Networks for Spatio-Temporal Metro Stations Crowd Flows Forecast
    Ning Yang, Yang Huang, Jinyang Li, Qi Liu, Disheng Yang, Wei Zheng, Hengchang Liu · 2018 · International Joint Conference on Neural Networks (IJCNN)
34. GeoTeGra: A System for the Creation of Knowledge Graph Based on Social Network Data with Geographical and Temporal Information
    Hardik B. Patel, Pavlos Paraskevopoulos, Matthias Renz · 2018 · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
35. Using 5 parallel passive data streams to report on a wide range of mobility options
    Catherine Morency, Martin Trépanier, Nicolas Saunier, Hubert Verreault, Jean-Simon Bourdeau · 2018 · Transportation research procedia
36. An Efficient Traffic Prediction Model Using Deep Spatial-Temporal Network
    Jie Xu, Yong Zhang, Yongzheng Jia, Chunxiao Xing · 2019 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
37. Toward Cross-Brain-Computer Interface: A Prototype-Supervised Adversarial Transfer Learning Approach With Multiple Sources
    Jia Zhang, Jinglong Fang, Siwei Liu, Dezheng Liu, Hanrui Wu, Jinyi Long · 2024 · IEEE Transactions on Instrumentation and Measurement
38. Ensuring trustworthy and secure IoT: Fundamentals, threats, solutions, and future hotspots
    Mingfeng Huang, Qing Peng, Xiaoyu Zhu, Tan Deng, Ronghui Cao, Wenzheng Liu · 2025 · Computer Networks
39. Set-membership information fusion for multisensor nonlinear dynamic systems
    Zhiguo Wang, Xiaojing Shen, Yunmin Zhu · 2017 · International Conference on Information Fusion (FUSION)
40. Data fusion challenges in precision beekeeping: a review
    Nikolajs Bumanis · 2020 · Research for Rural Development/Research for Rural Development (Online)
41. A Targeted Privacy-Preserving Data Publishing Method Based on Bayesian Network
    Zhigang Zhou, Yu Wang, Xiao Yu, Junzhong Miao · 2022 · IEEE Access
42. Multi‐Domain User‐Generated Content Based Model to Enrich Road Network Data for Multi‐Criteria Route Planning
    Giti Khoshamooz, Mohammad Taleai · 2017 · Geographical Analysis
43. Hybrid knowledge fusion and inference on cloud environment
    Chih-Hua Tai, Ching-Tang Chang, Yue‐Shan Chang · 2018 · Future Generation Computer Systems
44. Fusing imperfect experimental data for risk assessment of musculoskeletal disorders in construction using canonical polyadic decomposition
    Amrita Dutta, Scott P. Breloff, Fei Dai, Erik W. Sinsel, Robert E. Carey, Christopher M. Warren, John Z. Wu · 2020 · Automation in Construction
45. Trajectory fingerprint: one-shot human trajectory identification using Siamese network
    Zipei Fan, Xuan Song, Quanjun Chen, Renhe Jiang, Ryosuke Shibasaki, Kota Tsubouchi · 2020 · CCF Transactions on Pervasive Computing and Interaction
46. Hyper-local Urban Contextual Awareness through Open Data Integration
    Yuan Lai · 2020 · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
47. Crowd-Machine Hybrid Urban Sensing and Computing
    Jiangtao Wang, Leye Wang, Yanhui Song · 2021 · Computer
48. A Survey on Spatial and Spatiotemporal Prediction Methods
    Zhe Jiang · 2020 · arXiv (Cornell University)
49. MDFF: A Multilevel Deep Fusion Framework of Multisource Heterogeneous Data for FeO Content Prediction in Sintering Process
    Shiyi Wei, Chenxin Ye, Yuchen Zhao, Xinmin Zhang, Zhihuan Song · 2024 · IEEE Transactions on Instrumentation and Measurement
50. A Remaining Useful Life Prediction Method for Insulated-Gate Bipolar Transistor Based on Deep Fusion of Nonlinear Features From Multisource Data
    Gaige Chen, Xiaoyu Hao, Jun Huang, Hongbo Ma, Xianzhi Wang, Xianguang Kong · 2024 · IEEE Sensors Journal
51. An exploration of deep learning for decision making: Methods, applications, and challenges
    Xinxin Wang, Bingbing Zhang, Zeshui Xu, Yong Qin, C. L. Philip Chen · 2025 · Expert Systems with Applications
52. A novel context inconsistency elimination algorithm based on the optimized Dempster-Shafer evidence theory for context-awareness systems
    Qiang Liu, Hongji Xu, Bo He, Hui Yuan, Zhi Liu, Shidi Fan, Jie Xu, Tiankuo Li, Juan Li, Mengmeng Wang et al. · 2022 · Applied Intelligence
53. Prediction of Inbound and Outbound Passenger Flow in Urban Rail Transit Based on Spatio-Temporal Attention Residual Network
    Jun Kai Yang, Xueru Dong, Huifan Yang, X. Han, Yan Wang, Jiayue Chen · 2023 · Applied Sciences
54. Transfer to Rank for Top-N Recommendation
    Wei Dai, Qing Zhang, Weike Pan, Zhong Ming · 2019 · IEEE Transactions on Big Data
55. Fast Internet Packet and Flow Classification Based on Artificial Neural Networks
    Bruce Hartpence, Andres Kwasinski · 2019 · IEEE SoutheastCon
56. Multi-Channel Fusion Decision-Making Online Detection Network for Surface Defects in Automotive Pipelines Based on Transfer Learning VGG16 Network
    Jian Song, Yingzhong Tian, Xiang Wan · 2024 · Sensors
57. Predictive Analytics of Crime Data in Social Media: A Systematic Review, Incorporating Framework, and Future Investigation Schedule
    Monika Monika, Aruna Bhat · 2025 · SN Computer Science
58. Big data fusion with knowledge graph: a comprehensive overview
    Jia Liu, Ruotian Lan, Yajun Du, Xipeng Yuan, Huan Xu, Tianrui Li, Wei Xiao Huang, Pengfei Zhang · 2025 · Applied Intelligence
59. Developing a hybrid model with multiview learning for acoustic classification of Atlantic herring schools
    Yawen Zhang, Carrie C. Wall, J. Michael Jech, Qin Lv · 2024 · Limnology and Oceanography Methods
60. Multi-filed data fusion through attention-based networks for readiness prediction in aircraft maintenance: natural language processing (NLP) approach
    Yibin Wang, Ra’ed M. Jaradat, Haifeng Wang, Niamat Ullah Ibne Hossain · 2024 · International Journal of Management Science and Engineering Management
61. Twitter-based traffic delay detection based on topic propagation analysis using railway network topology
    Yuanyuan Wang, Panote Siriaraya, Yukiko Kawai, Toyokazu Akiyama · 2019 · Personal and Ubiquitous Computing
62. Big Data Integration Solutions in Organizations: A Domain-Specific Analysis
    Desai Karanam Sreekantha, Rajani Sudhir Kamath, Raja Vittal Rao Kulkarni, Bantwal Hebbal Sinakatte Karthik Pai · 2021 · IntechOpen eBooks
63. Data-Driven Endpoint Selection in Data-Poor Scenarios: Bioassay Design for Shale Gas Flowback and Produced Waters
    Fei Cheng, Zhimin Zhou, Fan Wu, Huizhen Li, Zhiqiang Yu, Xiangying Zeng, Jing You · 2022 · Environmental Science & Technology Letters
64. Recovering Individual’s Commute Routes Based on Mobile Phone Data
    Xin Song, Yuanxin Ouyang, Bowen Du, Jingyuan Wang, Zhang Xiong · 2017 · Mobile Information Systems
65. Retracted: Big data research in climate science
    T. V. Radhika, Krushna Chandra Gouda, Santosh D. Kumar · 2016 · International Conference on Communication and Electronics Systems (ICCES) · Retracted
66. Bike-Sharing Dynamic Scheduling Model Based on Spatio-Temporal Graph
    Dianhui Mao, Ziqin Li, Haisheng Li, Fan Wang · 2018 · IEEE International Conference on Big Data and Smart Computing (BigComp)
67. A Modeling Framework for Individual-Based Urban Mobility Based on Data Fusion
    Jialu Xie, Ling Yin, Liang Mao · 2018 · International Conference on Geoinformatics
68. Bike-Sharing Prediction System
    Qiang Cai, Ziyu Xue, Dianhui Mao, Haisheng Li, Jian Cao · 2016 · Lecture notes in computer science
69. Using Big Spatial Data for Planning User Mobility
    Mohammad Saiedur Rahaman, Margaret Hamilton, Flora Dilys Salim · 2018 · Encyclopedia of Big Data Technologies
70. Low-rank Matrix Recovery With Unknown Correspondence
    Zhiwei Tang, Tsung‐Hui Chang, Xiaojing Ye, Hongyuan Zha B · 2021 · arXiv (Cornell University)
71. Exploring the influential mechanism of subsidy policy on new energy vehicles adoption: Evidence from a comprehensive evaluation framework and interpretable machine learning approach
    Feng Liu, Xingyu Wang, Hailong Wang, Tao Lv · 2025 · Energy
72. FEW: Multi-modal Recommendation for Cold-Start
    Qiwei Ye, Linbo Qiao, Zhixin Ou, Kaixi Yang, Fan Yang · 2024 · International Joint Conference on Neural Networks (IJCNN)
73. Neighborhood entropy guided by a decision attribute and its applications in multi-source information fusion and attribute selection
    Qinli Zhang, Pei Wang, Witold Pedrycz, Zhaowen Li · 2024 · Applied Soft Computing
74. Decadal assessment of local climate utilizing meteorological analysis and observation data: Thermal environment changes in the Tokyo area
    Xiang Wang, Hongyuan Jia, Keisuke Nakao, Dun Zhu, Chaoyi Hu, Hideki Kikumoto · 2025 · Sustainable Cities and Society
75. Efficient quantized transformer for atrial fibrillation detection in cross-domain datasets
    Maedeh H. Toosi, Mahdi Mohammadi-nasab, Siamak Mohammadi, Mostafa E. Salehi · 2025 · Engineering Applications of Artificial Intelligence
76. Advanced Deep Learning Frameworks for Cross‐Modal Information Retrieval: A Comprehensive Review of Techniques, Challenges, and Future Directions
    Aamir Khan, Nisha Chandran S., D. R. Gangodkar · 2026 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
77. Location Aware Social Networks User Profiling Using Big Data Analytics
    Mukkamula Venu Gopalachari, Lavanya Nangunuri · 2017 · International journal of intelligent engineering and systems
78. Accurate Network Alignment via Consistency in Node Evolution
    Qiyao Peng, Yinghui Wang, Pengfei Jiao, Huaming Wu, Wenjun Wang · 2024 · IEEE Transactions on Big Data
79. A transformer-based multi-feature fusion method for detecting traffic events using Twitter data
    Danya Qutaishat, Songnian Li · 2025 · Big Earth Data
80. A Data Integration Framework for Urban Systems Analysis Based on Geo-Relationship Learning
    Zheng Yang, Karan Gupta, Archana Anshuman Gupta, Rishee Kumar Jain · 2017 · ASCE International Conference on Computing in Civil Engineering (i3CE)
81. Mining urban lifestyles: urban computing, human behavior and recommender systems
    Sharon Xu, Riccardo Di Clemente, Marta C. González · 2019 · Institution of Engineering and Technology eBooks
82. CoFi-points
    Lin Li, Weike Pan, Zhong Ming · 2020 · ACM Transactions on Intelligent Systems and Technology
83. Predictive Analysis of Heterogeneous Data – Techniques & Tools
    Jayshree Ghorpade-Aher, Balwant A. Sonkamble · 2020 · International Conference on Computer and Communication Systems (ICCCS)
84. [Retracted] Software Vulnerability Mining Techniques Based on Data Fusion and Reverse Engineering
    Tieming Liu · 2022 · Wireless Communications and Mobile Computing · Retracted
85. Robust State Estimation Method for Power System Based on Maximum Exponential Square and Data Fusion
    Tong Wei Yu, Kai Da, Zhiwen Wang, Ying Ling, Xin Li, Dongmei Bin, Chunyan Yang · 2022 · Frontiers in Energy Research
86. Data Fusion for Connectivity Analysis between Ocean Regions
    Carola Trahms, Yannick Wölker, Patricia Handmann, Martin H. Visbeck, Matthias Renz · 2022 · IEEE International Conference on eScience
87. Housing rental suggestion based on e-commerce data
    Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng · 2023 · Knowledge-Based Systems
88. Weakly supervised scale adaptation data augmentation for scene classification of high-resolution remote sensing images
    Liming Wang, Kunlun Qi, Chao YANG, Huayi WU · 2023 · National Remote Sensing Bulletin
89. Multimodal Multi-Task Stealth Assessment for Reflection-Enriched Game-Based Learning.
    Anisha Gupta, Dan Carpenter, Wookhee Min, Jonathan Rowe, Roger Azevedo, James C. Lester · 2021
90. Real-time Predictive Analysis of Loan Risk with Intelligent Monitoring and Machine Learning Technique
    Qionghui Wu · 2022 · IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS)
91. Combining vs. Transferring Knowledge: Investigating Strategies for Improving Demographic Inference in Low Resource Settings
    Yaguang Liu, Lisa Singh · 2023 · ACM International Conference on Web Search and Data Mining (WSDM)
92. Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World
    Yu Zheng · 2025 · ACM Transactions on Intelligent Systems and Technology
93. Machine Learning Techniques and Frameworks for Heterogeneous Data Fusion in Big Data Analytics
    G. Divya, T. I. Manish · 2020 · International Conference on Electronics, Communication and Aerospace Technology (ICECA)
94. A Study on Multimodal Data Fusion Based on Data Space for Power Equipment Identification
    Xiwen Cui, Dongxiao Niu · 2022 · International Conference on Computer Supported Cooperative Work in Design (CSCWD)
95. Cross-modal Fusion-based Prior Correction for Road Detection in Off-road Environments
    Yuru Wang, Yi Ki Sun, Jian Li, Meiping Shi · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
96. The Impact of Data Volume and Analytical Complexity in Big Data Technology on Financial Performance Prediction in Financial Companies in Indonesia
    Tanti Widia Nurdiani, Mohammad Anas, Afrizal Afrizal, Indra Sulistiana · 2023 · The ES Accounting And Finance
97. Reliable IoT analytics at scale
    Panagiotis Gkikopoulos, Peter Kropf, Valerio Schiavoni, Josef Spillner · 2024 · Journal of Parallel and Distributed Computing
98. Data Imputation Based on Retrieval-Augmented Generation
    Xiaojun Shi, Jiacheng Wang, Gwendolina Chung, Derick Julian, Lianpeng Qiao · 2025 · Applied Sciences
99. Modelling of Fluid Flow in a Petroleum Reservoir Using an Engineering Approach
    Mahamudul Hashan, Labiba Nusrat Jahan, Tareq Uz Zaman, Murtada A. Elhaj, Syed Ahmad Imtiaz, M. Enamul Hossain · 2018 · SPE Trinidad and Tobago Section Energy Resources Conference
100. TRAVEL TIME ESTIMATION USING SPATIO-TEMPORAL INDEX BASED ON CASSANDRA
     Zhenyu Wu, C. Li, Yulin Wu, F. Xiao, L. Zhu, Jianming Shen · 2018 · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences