Methodologies for Cross-Domain Data Fusion: An Overview

Cited by (450)

Items 101–200 of 450

1. Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport
   Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel Ming-shuan Ni · 2016 · IEEE Transactions on Big Data
2. Estimating Urban Traffic Congestions with Multi-sourced Data
   Senzhang Wang, Lifang He, Leon Stenneth, Philip S. Yu, Zhoujun Li, Zhiqiu Huang · 2016 · IEEE International Conference on Mobile Data Management (MDM)
3. Recent Advances in Conventional and Deep Learning-Based Depth Completion: A Survey
   Zexiao Xie, Xiaoxuan Yu, Xiang Gao, Kunqian Li, Shuhan Shen · 2022 · IEEE Transactions on Neural Networks and Learning Systems
4. Group Bayesian personalized ranking with rich interactions for one-class collaborative filtering
   Weike Pan, Li Chen · 2016 · Neurocomputing
5. The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting
   Jinliang Deng, Xiusi Chen, Zipei Fan, Renhe Jiang, Xuan Song, Ivor Wai-Hung Tsang · 2021 · ACM Transactions on Knowledge Discovery from Data
6. A review of scientific impact prediction: tasks, features and methods
   Wanjun Xia, Tianrui Li, Chongshou Li · 2022 · Scientometrics
7. Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning
   Rui Wang, Xiao‐Jun Wu, Kaixuan Chen, Josef Kittler · 2020 · IEEE Transactions on Big Data
8. Cognitive City Platform as Digital Public Infrastructure for Developing a Smart, Sustainable and Resilient City in Indonesia
   Okyza Maherdy Prabowo, Eueung Mulyana, I Gusti Bagus Baskara Nugraha, Suhono Harso Supangkat · 2023 · IEEE Access
9. AIoT: Artificial Intelligence and the Internet of Things for Monitoring and Prognosis of Systems and Structures
   Hailing Fu, Jing Rao, Fang Yi Deng, Yihan Wang, Bowen Zhao, Zhuowen Liu, Hong Yu Guan, Paweł Malinowski, Lijun Xu · 2025 · IEEE Transactions on Instrumentation and Measurement
10. A tensor-network-based big data fusion framework for Cyber–Physical–Social Systems (CPSS)
    Shunli Zhang, Laurence Tianruo Yang, Jun Feng, Wei Wei, Zongmin Cui, Xia Xie, Peng Yan · 2021 · Information Fusion
11. Data fusion based wireless temperature monitoring system applied to intelligent greenhouse
    Sibo Xia, Xinyuan Nan, Xin Cai, Xumeng Lu · 2021 · Computers and Electronics in Agriculture
12. Engineering complex data integration, harmonization and visualization systems
    Iman Avazpour, John Grundy, Liming Zhu · 2019 · Journal of Industrial Information Integration
13. GeXSe (Generative Explanatory Sensor System): A Deep Generative Method for Human Activity Recognition of Smart Spaces IOT
    Yuan Sun, Navid Salami Pargoo, Jorge Ortiz · 2025 · IEEE Sensors Journal
14. Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting
    Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu · 2019 · Knowledge-Based Systems
15. Prospects for energy economy modelling with big data: Hype, eliminating blind spots, or revolutionising the state of the art?
    Francis G.N. Li, Chris Bataille, Steve Pye, Aïdan O'Sullivan · 2019 · Applied Energy
16. Bayesian neural multi-source transfer learning
    Rohitash Chandra, Arpit Kapoor · 2019 · Neurocomputing
17. A survey of multimodal event detection based on data fusion
    Manuel Mondal, Mourad Khayati, Hông-Ân Sandlin, Philippe Cudré-Mauroux · 2024 · The VLDB Journal
18. Managing Urban Resilience
    Bernhard Klein, Reinhard Koenig, Gerhard Schmitt · 2016 · Informatik-Spektrum
19. MIKE: Keyphrase Extraction by Integrating Multidimensional Information
    Yuxiang Zhang, Yaocheng Chang, Xiaoqing Liu, Sujatha Das Gollapalli, Xiaoli Li, Chunjing Xiao · 2017 · International Conference on Information and Knowledge Management
20. Spatiotemporal Data Fusion in Graph Convolutional Networks for Traffic Prediction
    Baoxin Zhao, Xitong Gao, Jianqi Liu, Juanjuan Zhao, Chengzhong Xu · 2020 · IEEE Access
21. Neural networks for intelligent multilevel control of artificial and natural objects based on data fusion: A survey
    Tianxing Man, Vasiliy Yurievich Osipov, Nataly Alexandrovna Zhukova, Alexey Subbotin, Dmitry I. Ignatov · 2024 · Information Fusion
22. A framework for evacuation hotspot detection after large scale disasters using location data from smartphones
    Takahiro Yabe, Kota Tsubouchi, Akihito Sudo, Yoshihide Sekimoto · 2016 · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS)
23. ESR-GAN: Environmental Signal Reconstruction Learning With Generative Adversarial Network
    Kang Xu, Liang Liu, Huadóng Ma · 2020 · IEEE Internet of Things Journal
24. Flexible Probe With Array Tunneling Magnetoresistance Sensors for Curved Structure Inspection
    Na Zhang, Lei Peng, Yunze He, Chaofeng Ye · 2022 · IEEE Transactions on Instrumentation and Measurement
25. Human Digital Twin: A Survey
    Yujia Lin, Liming Chen, Aftab Ali, Chris Nugent, Ian Cleland, Rongyang Li, Dazhi Gao, Hang Wang, Yajie Wang, Huansheng Ning · 2022 · Research Square
26. Probabilistic Transfer Factor Analysis for Machinery Autonomous Diagnosis Cross Various Operating Conditions
    Jinjiang Wang, Rui Zhao, Robert X. Gao · 2020 · IEEE Transactions on Instrumentation and Measurement
27. Sensing and Forecasting Crowd Distribution in Smart Cities: Potentials and Approaches
    Alket Cecaj, Marco Lippi, Marco Mamei, Franco Zambonelli · 2021 · IoT
28. Knowledge Informed Machine Learning using a Weibull-based Loss Function
    Tim von Hahn, Chris Mechefske · 2022 · Journal of Prognostics and Health Management
29. SENSING URBAN LAND-USE PATTERNS BY INTEGRATING GOOGLE TENSORFLOW AND SCENE-CLASSIFICATION MODELS
    Yao Yao, Haolin Liang, Xia Li, Jiajun Zhang, Jun Yi Derek He · 2017 · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
30. Transfer to Rank for Heterogeneous One-Class Collaborative Filtering
    Weike Pan, Qiang Yang, Wanling Cai, Yaofeng Chen, Qing Zhang, Xiaogang Peng, Zhong Ming · 2019 · ACM Transactions on Information Systems
31. Severe rail wear detection with rail running band images
    Qihang Wang, Tianci Gao, Qing He, Yong Liu, Jun Wu, ping yang wang · 2022 · Computer-Aided Civil and Infrastructure Engineering
32. Graph Structure Aware Contrastive Multi-View Clustering
    Rui Chen, Yongqiang Tang, Xiangrui Cai, Xiaojie Yuan, Wenlong Feng, Wensheng Zhang · 2023 · IEEE Transactions on Big Data
33. Learning an expandable EMR-based medical knowledge network to enhance clinical diagnosis
    Jing Xie, Jingchi Jiang, Yehan Wang, Yi Guan, Xitong Guo · 2020 · Artificial Intelligence in Medicine
34. SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection
    Jia Liu, Wei Xiao Huang, Hao Li, Shenggong Ji, Yajun Du, Tianrui Li · 2023 · Information Sciences
35. Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design
    Linlin You, Bige Tunçer, Hexu Xing · 2018 · IEEE Transactions on Knowledge and Data Engineering
36. HeteMSD: A Big Data Analytics Framework for Targeted Cyber-Attacks Detection Using Heterogeneous Multisource Data
    Ankang Ju, Yuanbo Guo, Ziwei Ye, Tao Li, Jing Ma · 2019 · Security and Communication Networks
37. Fusion of wildlife tracking and satellite geomagnetic data for the study of animal migration
    Fernando Benitez‐Paez, Vanessa da Silva Brum-Bastos, Ciarán Beggan, Jed Long, Urška Demšar · 2021 · Movement Ecology
38. Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction
    Truc Viet Le, Richard J. Oentaryo, Siyuan Liu, Hoong Chuin Lau · 2016 · IEEE Transactions on Big Data
39. Artificial Intelligence on Diagnostic Aid of Leprosy: A Systematic Literature Review
    Jacks Renan Neves Fernandes, Ariel Soares Teles, Thayaná Ribeiro Silva Fernandes, Lucas Daniel Batista Lima, Surjeet Balhara, Nishu Gupta, Silmar Silva Teixeira · 2023 · Journal of Clinical Medicine
40. Transfer Learning for Semisupervised Collaborative Recommendation
    Weike Pan, Qiang Yang, Yuchao Duan, Zhong Ming · 2016 · ACM Transactions on Interactive Intelligent Systems
41. Data integration for digital twins in the built environment based on federated data models
    Jorge Merino, Xiang Xie, Nicola Moretti, Janet Yoon Chang, Ajith Kumar Parlikad · 2023 · Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction
42. Personalized Air Travel Prediction
    Jie Liu, Bin Liu, Yanchi Liu, Huipeng Chen, Lina Feng, Hui Xiong, Yalou Huang · 2017 · ACM Transactions on Intelligent Systems and Technology
43. A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data
    Quanjun Chen, Xuan Song, Zipei Fan, Tianqi Xia, Harutoshi Yamada, Ryosuke Shibasaki · 2018 · IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR)
44. CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition
    Jingyuan Wang, Xu He, Ze Wang, Junjie Wu, Nicholas Jing Yuan, Xing Xie, Zhang Xiong · 2018 · Proceedings of the AAAI Conference on Artificial Intelligence
45. Modeling of Geographic Dependencies for Real Estate Ranking
    Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi‐Hua Zhou · 2016 · ACM Transactions on Knowledge Discovery from Data
46. Collaborative Recommendation with Multiclass Preference Context
    Weike Pan, Zhong Ming · 2017 · IEEE Intelligent Systems
47. Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data
    Zhiqiang Zou, Haoyu Yang, A‐Xing Zhu · 2020 · IEEE Access
48. ST-Bikes: Predicting Travel-Behaviors of Sharing-Bikes Exploiting Urban Big Data
    Jun Chai, Jun Song, Hongwei Fan, Yibo Xu, Le Zhang, Bing Guo, Yawen Xu · 2022 · IEEE Transactions on Intelligent Transportation Systems
49. Review of Recent Modern Analytical Technology Combined with Chemometrics Approach Researches on Mushroom Discrimination and Evaluation
    Hong Liu, Honggao Liu, Jieqing Li, Yuanzhong Wang · 2022 · Critical Reviews in Analytical Chemistry
50. A Method of Developing Quantile Convolutional Neural Networks for Electric Vehicle Battery Temperature Prediction Trained on Cross-Domain Data
    Andreas M. Billert, Michael Frey, Frank Gauterin · 2022 · IEEE Open Journal of Intelligent Transportation Systems
51. A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization
    Linlin You, Fang Zhao, Lynette W. Cheah, Kyungsoo Jeong, Pericles Christopher Zegras, Moshe E Ben-Akiva · 2019 · IEEE Transactions on Intelligent Transportation Systems
52. Spatial Structured Prediction Models: Applications, Challenges, and Techniques
    Zhe Jiang · 2020 · IEEE Access
53. On the effects of aggregation strategies for different groups of users in venue recommendation
    Pablo Sánchez, Alejandro Bellogín · 2021 · Information Processing & Management
54. Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data
    Tianran Hu, Ruihua Song, Yingzi Wang, Xing Xie, Jiebo Luo · 2016 · ACM International Conference on Information and Knowledge Management (CIKM)
55. Multitask Maximum Likelihood Identification for ARX Model With Multisensor
    Xiaojing Ping, Kang Zhang, Shunyi Zhao, Xiaoli Luan, Fei Liu · 2022 · IEEE Transactions on Instrumentation and Measurement
56. An improved MPGA-ACO-BP algorithm and comprehensive evaluation system for intelligence workshop multi-modal data fusion
    Lilan Liu, Xiang WAN, Zenggui Gao, Xiangyu ZHANG · 2023 · Advanced Engineering Informatics
57. Multi-View Spatial–Temporal Graph Convolutional Network for Traffic Prediction
    Shuqing Wei, Siyuan Feng, Hai Yang · 2024 · IEEE Transactions on Intelligent Transportation Systems
58. Collective Geographical Embedding for Geolocating Social Network Users
    Fengjiao Wang, Chun-Ta Lu, Yongzhi Qu, Philip S. Yu · 2017 · Lecture notes in computer science
59. MCS-RF: mobile crowdsensing–based air quality estimation with random forest
    Cheng Feng, Ye Tian, Xiangyang Gong, Xirong Que, Wendong Wang · 2018 · International Journal of Distributed Sensor Networks
60. Unique Animal Identification using Deep Transfer Learning For Data Fusion in Siamese Networks
    Terence L. van Zyl, Matthew Woolway, Bryce Engelbrecht · 2020 · International Conference on Information Fusion (FUSION)
61. Remaining useful life prediction via long‐short time memory neural network with novel partial least squares and genetic algorithm
    Ke Yang, Yongjian Wang, Yunan Yao, Shi‐dong Fan · 2020 · Quality and Reliability Engineering International
62. EquiTensors
    An Yan, Bill Howe · 2021 · ACM SIGMOD International Conference on Management of Data (SIGMOD)
63. Urban Data Integration Using Proximity Relationship Learning for Design, Management, and Operations of Sustainable Urban Systems
    Karan Gupta, Zheng Yang, Rishee Kumar Jain · 2018 · Journal of Computing in Civil Engineering
64. A Perspective on the Impact of Process Systems Engineering on Reaction Engineering
    Kaushik Sivaramakrishnan, Anjana Puliyanda, Dereje Tamiru Tefera, Ajay Ganesh, Sushmitha Thirumalaivasan, Vinay Prasad · 2019 · Industrial & Engineering Chemistry Research
65. Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection
    Jia Liu, Tianrui Li, Zhong Yuan, Wei Xiao Huang, Peng Xie, Qianqian Huang · 2022 · Information Sciences
66. Integrating GPS trajectory and topics from Twitter stream for human mobility estimation
    Satoshi Miyazawa, Xuan Song, Tianqi Xia, Ryosuke Shibasaki, Hodaka Kaneda · 2018 · Frontiers of Computer Science
67. On the enrichment of time series with textual data for forecasting agricultural commodity prices
    Ivan José dos Reis Filho, Ricardo Marcondes Marcacini, Solange Oliveira Rezende · 2022 · MethodsX
68. Coordination analysis of flood-sediment transportation, eco-environment, and socio-economy coupling in the governance of the Yellow River Basin system
    Gaolei Zhao, Shimin Tian, Enhui Jiang, Yongcai Jing, Rongxu Chen, Xin Wang, Yang Zhang · 2024 · Scientific Reports
69. Deep multi-view residual attention network for crowd flows prediction
    Hao Yuan, Xinning Zhu, Zheng Hu, Chunhong Zhang · 2020 · Neurocomputing
70. A Data-Fusion-Assisted Telemetry Layer for Autonomous Optical Networks
    Xiaomin Liu, Huazhi Lun, Ruoxuan Gao, Meng Cai, Lilin Yi, Weisheng Hu, Qunbi Zhuge · 2021 · Journal of Lightwave Technology
71. (Re)Configuring Bike Station Network via Crowdsourced Information Fusion and Joint Optimization
    Suining He, Kang Geun Shin · 2018 · ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)
72. Spatiotemporal Prediction of Theft Risk with Deep Inception-Residual Networks
    Xinyue Ye, Lian Duan, Qiong Peng · 2021 · Smart Cities
73. Transfer Learning in Data Fusion at Autonomous Driving
    Iyad H. Ghaith, Aseel Rawashdeh, Shadi Al Zu’bi · 2021
74. Urban Air Quality Assessment by Fusing Spatial and Temporal Data from Multiple Study Sources Using Refined Estimation Methods
    Lirong Chen, Junyi Wang, Hui Wang, Tiancheng Jin · 2022 · ISPRS International Journal of Geo-Information
75. TraG: A Trajectory Generation Technique for Simulating Urban Crowd Mobility
    Kang Xu, Liang Liu, Dong Yang Zhao, Huadóng Ma · 2020 · IEEE Transactions on Industrial Informatics
76. Learning Universal Human Mobility Patterns with a Foundation Model for Cross-Domain Data Fusion
    Haoxuan Ma, Xishun Liao, Yifan Liu, Qinhua Jiang, Chris Stanford, Shangqing Cao, Jiaqi Ma · 2025 · Transportation Research Part C Emerging Technologies
77. Context-Aware Matrix Factorization for the Identification of Urban Functional Regions with POI and Taxi OD Data
    Changfeng Jing, Yan‐Ru Hu, Hongyang Zhang, Mingyi Du, Shishuo Xu, Xian Guo, Jie Jiang · 2022 · ISPRS International Journal of Geo-Information
78. A transfer fusion framework for body sensor networks (BSNs): Dynamic domain adaptation from distribution evaluation to domain evaluation
    Han Shi, Zhao Hai, Wei Yao · 2022 · Information Fusion
79. Machine Learning Applications for Renewable-Based Energy Systems
    Giorgio Graditi, Amedeo Buonanno, Martina Caliano, Marialaura Di Somma, Maria Valenti · 2023 · EAI/Springer Innovations in Communication and Computing
80. Geo-parcel-based geographical thematic mapping using C5.0 decision tree: a case study of evaluating sugarcane planting suitability
    Tianjun Wu, Wen Dong, Jiancheng Luo, Yingwei Sun, Qiting Huang, Wei-Zhi Wu, Xiaodong Hu · 2018 · Earth Science Informatics
81. Centralized Fusion Methods for Multi-Sensor System With Bounded Disturbances
    Qiang Shen, Jieyu Liu, Xiaogang Zhou, Weiwei Qin, Lixin Wang, Qi Wang · 2019 · IEEE Access
82. Data Fusion Based Hybrid Deep Neural Network Method for Solar PV Power Forecasting
    Dan A. Rosa de Jesus, Paras Mandal, Miguel Vélez-Reyes, Shantanu Chakraborty, Tomonobu Shah Senjyu · 2019 · North American Power Symposium (NAPS)
83. A privacy-preserving federated learning approach for airline upgrade optimization
    Sien Chen, Yinghua Huang · 2024 · Journal of Air Transport Management
84. Constructing PM2.5 Map Based on Mobile PM2.5 Sensor and Cloud Platform
    Yung‐Sheng Lin, Yu-Hsiang Chang, Yue‐Shan Chang · 2016 · IEEE International Conference on Computer and Information Technology (CIT)
85. Data Fusion for MaaS: Opportunities and Challenges
    Jianqing Wu, Luping Zhou, Cai Chen, Jun Shen, Sim Kim Lau, Jianming Yong · 2018 · International Conference on Computer Supported Cooperative Work in Design (CSCWD)
86. Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding
    Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He · 2020 · IEEE Transactions on Knowledge and Data Engineering
87. Vehicle anomalous trajectory detection algorithm based on road network partition
    Xujun Zhao, Jianhua Su, Jianghui Cai, Haifeng Yang, Tingting Xi · 2021 · Applied Intelligence
88. Integration of Multimodal Data from Disparate Sources for Identifying Disease Subtypes
    Kaiyue Zhou, Bhagya Shree Kottoori, Seeya Awadhut Munj, Zhewei Zhang, Sorin Drăghici, Suzan Arslanturk · 2022 · Biology
89. Domain-specific Topic Model for Knowledge Discovery in Computational and Data-Intensive Scientific Communities
    Yuanxun Zhang, Prasad P. Calyam, Trupti Joshi, Satish S. Nair, Dong He Xu · 2021 · IEEE Transactions on Knowledge and Data Engineering
90. Data Integration Based Human Activity Recognition using Deep Learning Models
    Basamma Umesh Patil, D. V. Ashoka, Ajay Prakash B V · 2023 · Karbala International Journal of Modern Science
91. An efficiency-enhanced deep learning model for citywide crowd flows prediction
    Zhongyi Zhai, Peipei Liu, Lingzhong Zhao, Junyan Qian, Bo Hao Cheng · 2021 · International Journal of Machine Learning and Cybernetics
92. Minimizing User Involvement for Learning Human Mobility Patterns from Location Traces
    Basma Alharbi, Abdulhakim A. Qahtan, Xiangliang Zhang · 2016 · Proceedings of the AAAI Conference on Artificial Intelligence
93. “Image-Spectral” fusion monitoring of small cotton samples nitrogen content based on improved deep forest
    Shizhe Qin, Yiren Ding, Tailong Zhou, Mingcan Zhai, Zhenghang Zhang, Mengxin Fan, Xin Lv, Ze Zhang, Lifu Zhang · 2024 · Computers and Electronics in Agriculture
94. Mobility data disaggregation: A transfer learning approach
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95. An evolvable and transparent data as a service framework for multisource data integration and fusion
    Zhipu Xie, Weifeng Lv, Linfang Qin, Bowen Du, Runhe Huang · 2017 · Peer-to-Peer Networking and Applications
96. Spatial–temporal traffic outlier detection by coupling road level of service
    Chen Yujun, Juhua Pu, Du Jiahong, Yue Wang, Xiong Zhang · 2019 · IET Intelligent Transport Systems
97. Clinical Data Fusion and Machine Learning Techniques for Smart Healthcare
    Shrida P. Kalamkar, Geetha Mary Amalanathan · 2020 · International Conference on Industry 4.0 Technology (I4Tech)
98. Factored heterogeneous similarity model for recommendation with implicit feedback
    Yongxin Ni, Xiancong Chen, Weike Pan, Zixiang Chen, Zhong Ming · 2021 · Neurocomputing
99. Stratification of Breast Cancer by Integrating Gene Expression Data and Clinical Variables
    Zongzhen He, Junying Zhang, Xiguo Yuan, Jianing Xi, Zhaowen Liu, Yuanyuan Zhang · 2019 · Molecules
100. Addressing Complexities of Machine Learning in Big Data: Principles, Trends and Challenges from Systematical Perspectives
     Qi Wang, Xia Zhao, Jincai Huang, Yanghe Feng, Zhong Liu, Jiahao Su, Zhihao Luo, Guangquan Cheng · 2017 · Preprints.org