Search Results - "Big Data applications"

A Unified Model for Smart Meter Data Applications

Authors: Zhenyi Wang Hongcai Zhang Geert Deconinck et al.

Source: IEEE Transactions on Smart Grid. 16:2451-2463

Subject Terms: Technology, Artificial intelligence, Load modeling, Science & Technology, Smart meters, 4008 Electrical engineering, Big Data applications, Data models, information bottleneck, Engineering, Electrical & Electronic, Computational modeling, 4606 Distributed computing and systems software, 0915 Interdisciplinary Engineering, Costs, Power systems, mixture of expert, 0906 Electrical and Electronic Engineering, Engineering, SYSTEMS, 4009 Electronics, sensors and digital hardware, Power industry, Training, Demand-side task, smart meter data, unified model

Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk

Authors: Mohamed Chaouch Omama M. Al-Hamed

Source: IEEE Access, Vol 13, Pp 131716-131732 (2025)

Subject Terms: kernel methods, nonparametric statistics, Big data applications, machine learning, classification algorithms, Electrical engineering. Electronics. Nuclear engineering, dimensionality reduction, TK1-9971

Access URL: https://doaj.org/article/009712611eb940eba391f4a2b405182f

Discovering customer segments through interaction behaviors for home appliance business

Authors: Youngjung Suh

Source: Journal of Big Data, Vol 12, Iss 1, Pp 1-39 (2025)

Subject Terms: Big data applications, Market segmentation, Machine learning, Cluster analysis, Feature selection, Customer retention management, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/91c0c6db5a9147bc8a8bad8d242845c8

SpatialSSJP: QoS-Aware Adaptive Approximate Stream-Static Spatial Join Processor

Authors: Jawarneh, Isam Mashhour Al Bellavista, Paolo Corradi, Antonio et al.

Source: IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Subject Terms: Algorithms for data and knowledge management, Data Architecture, Spatial databases and GIS, QoS Data Management, Spatial Join, Spatial Indexes, Geospatial Analysis, Apache Spark, Query Processing, Big Data Applications

File Description: application/pdf

Access URL: https://hdl.handle.net/11585/962266
https://doi.org/10.1109/tpds.2023.3330669
https://ieeexplore.ieee.org/document/10309986

Repurchase Prediction Using Survival Ensembles in CRM Systems for Home Appliance Business

Authors: Youngjung Suh

Source: IEEE Access, Vol 12, Pp 107201-107218 (2024)

Subject Terms: customer relationship management, Big data applications, 0202 electrical engineering, electronic engineering, information engineering, ensemble learning, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, predictive models, home appliance business, repurchase prediction, TK1-9971

Access URL: https://doaj.org/article/584fa714e7ca4b4faece17fa5e1189f9

Determination of Urban Traveling Patterns With High Spatial and Temporal Resolution by Using GPS Cell Phone Data

Authors: Luisa Fernanda Chaparro Sierra José Ignacio Huertas

Source: IEEE Access, Vol 12, Pp 169643-169658 (2024)

Subject Terms: Big data applications, origin-destination matrices, smart mobility, Electrical engineering. Electronics. Nuclear engineering, urban travelling patterns, TK1-9971

Access URL: https://doaj.org/article/6a3d556d253442e5a4421458a9606d25

Big Data Analytics: Theory, Techniques, Platforms, and Applications

Authors: Demirbaga, Ümit Aujla, Gagangeet Singh Jindal, Anish et al.

Subject Terms: Big Data, Big Data Debugging, Big Data Monitoring, Big Data Platforms, Data Analytics, Real-World Big Data Applications

Relation: Kitap - Uluslararası; https://hdl.handle.net/11772/19387; 284; N/A

Availability: https://hdl.handle.net/11772/19387
https://doi.org/10.1007/978-3-031-55639-5

Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network

Authors: Nathaniel, Juan Klein, Levente J Watson, Campbell D et al.

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium. :1297-1300

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, big data applications, Computer Science - Machine Learning, laser radar, 04 agricultural and veterinary sciences, 01 natural sciences, geospatial analysis, weak supervision, Machine Learning (cs.LG), machine learning, above biomass estimation, 13. Climate action, FOS: Electrical engineering, electronic engineering, information engineering, 0401 agriculture, forestry, and fisheries, Electrical Engineering and Systems Science - Signal Processing, Sentinel 1 & 2 satellites, GEDI, environmental monitoring, 0105 earth and related environmental sciences

Access URL: http://arxiv.org/abs/2210.13752
https://elib.dlr.de/195499/
https://doi.org/10.1109/igarss52108.2023.10282838
https://elib.dlr.de/191502/

Learning Global Proliferation Expertise Evolution Using AI-Driven Analytics and Public Information

Authors: Glenski, Maria Ayton, Ellyn Soni, Sannisth et al.

Source: IEEE Transactions on Nuclear Science. 69(6)

Subject Terms: 5106 Nuclear and Plasma Physics (for-2020), 51 Physical Sciences (for-2020), Machine Learning and Artificial Intelligence (rcdc), Networking and Information Technology R&D (NITRD) (rcdc), Data Science (rcdc), Data models, Soft sensors, Open source software, Data mining, Knowledge representation, Data collection, Annotations, Artificial neural networks, big data applications, data mining, data visualization, decision support systems, knowledge discovery, knowledge representations, machine learning, natural language processing (NLP), prediction models, 0202 Atomic, Molecular, Nuclear, Particle and Plasma Physics (for), 0299 Other Physical Sciences (for), 0903 Biomedical Engineering (for), Nuclear & Particles Physics (science-metrix), 5106 Nuclear and plasma physics (for-2020)

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/5sn2r9cr
https://escholarship.org/content/qt5sn2r9cr/qt5sn2r9cr.pdf

Data Lakes: A Survey of Functions and Systems

Authors: Rihan Hai Christos Koutras Christoph Quix et al.

Source: IEEE Transactions on Knowledge and Data Engineering

Subject Terms: FOS: Computer and information sciences, Metadata, Big Data applications, Databases (cs.DB), 02 engineering and technology, Maintenance engineering, Metadata management, Semantics, Lakes, Computer Science - Databases, Memory, 0202 electrical engineering, electronic engineering, information engineering, Proposals, Data lake, Data discovery

Access URL: http://arxiv.org/abs/2106.09592
http://resolver.tudelft.nl/uuid:3bf9e596-e126-4cdf-b4d4-55f17cd705d9

Application and user-specific data prefetching and parallel read algorithms for distributed file systems

Authors: Nalajala, Anusha Ragunathan, T. Naha, Ranesh et al.

Source: Cluster Computing. 27:3593-3613

Subject Terms: Big data applications, Prefetching techniques, Cache replacement, Cloud computing, Distributed file systems, Multi-level caches

Digital Transformation, New Quality Productive Forces, and Corporate Environmental Investment: Empirical Evidence from Chinese A-Share Listed Companies

Authors: Yunsong Xu Qian Ao

Source: Economies, Vol 13, Iss 8, p 236 (2025)

Subject Terms: digital transformation, corporate environmental investment, new quality productive forces, big data applications, environmental uncertainty, Economics as a science, HB71-74

File Description: electronic resource

Relation: https://www.mdpi.com/2227-7099/13/8/236; https://doaj.org/toc/2227-7099

Access URL: https://doaj.org/article/92ce2cd588ea40c0861467d3eb343f2b

Development and Application of Self-Supervised Machine Learning for Smoke Plume and Active Fire Identification from the Fire Influence on Regional to Global Environments and Air Quality Datasets

Authors: Nicholas LaHaye Anastasija Easley Kyongsik Yun et al.

Source: Remote Sensing ; Volume 17 ; Issue 7 ; Pages: 1267

Subject Terms: FIREX-AQ, active fire and smoke detection, big data applications, clustering, computer vision, image segmentation, self-supervised deep learning, multi-modal data fusion

Subject Geographic: agris

File Description: application/pdf

Relation: https://dx.doi.org/10.3390/rs17071267

Availability: https://doi.org/10.3390/rs17071267

A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings

Authors: Özbayoğlu, A. Murat Albayrak, O. Koçal, C.I. et al.

Source: 2022 IEEE International Conference on Big Data (Big Data). :6074-6083

Subject Terms: rolling bearings, 0209 industrial biotechnology, defect detection, Image classification with localization, Image classification, Hardware platform, 02 engineering and technology, computer vision, Big data, big data, Manufacturing industries, Loss of time, 0202 electrical engineering, electronic engineering, information engineering, Defect detection, Big data applications, Inspection, Rolling bearings, Bearing defect, Deep learning, Images classification, artificial intelligence, Roller bearings, Localisation, image classification with localization, Computer vision, Surface defects

Access URL: https://hdl.handle.net/20.500.11851/10372
https://doi.org/10.1109/BigData55660.2022.10020608

Revisiting Topographic Horizons in the Era of Big Data and Parallel Computing

Authors: Dozier, Jeff

Source: IEEE Geoscience and Remote Sensing Letters. 19

Subject Terms: 3709 Physical Geography and Environmental Geoscience (for-2020), 37 Earth Sciences (for-2020), 40 Engineering (for-2020), 4013 Geomatic Engineering (for-2020), 3704 Geoinformatics (for-2020), Azimuth, Parallel processing, Program processors, Matlab, Computers, Computational modeling, Codes, Big data applications, digital elevation models (DEMs), parallel processing, surface topography, 0801 Artificial Intelligence and Image Processing (for), 0906 Electrical and Electronic Engineering (for), 0909 Geomatic Engineering (for), Geological & Geomatics Engineering (science-metrix), 3704 Geoinformatics (for-2020), 3709 Physical geography and environmental geoscience (for-2020), 4013 Geomatic engineering (for-2020)

Access URL: https://escholarship.org/uc/item/4cm4p0fn

Machine learning-based prediction of sand and dust storm sources in arid Central Asia

Authors: Wei Wang Alim Samat Jilili Abuduwaili et al.

Contributors: Wei Wang Alim Samat Jilili Abuduwaili et al.

Source: International Journal of Digital Earth, Vol 16, Iss 1, Pp 1530-1550 (2023)
INTERNATIONAL JOURNAL OF DIGITAL EARTH

Subject Terms: google earth engine (GEE), susceptibility mapping, RANDOM FOREST, MODELS, event scale, Mathematical geography. Cartography, 15. Life on land, PERFORMANCE, GA1-1776, 01 natural sciences, Susceptibility mapping, GOOGLE EARTH ENGINE, EVENTS, google earth engine (gee), remote sensing, 13. Climate action, Earth and Environmental Sciences, google earthengine (GEE), BIG DATA APPLICATIONS, 0105 earth and related environmental sciences

File Description: application/pdf

Access URL: https://doaj.org/article/b08cd95598d14694ae1ff11c10abb9ec
https://biblio.vub.ac.be/vubir/machine-learningbased-prediction-of-sand-and-dust-storm-sources-in-arid-central-asia(98e9e4ed-7da8-4ac7-b51b-271e7735edc6).html
https://biblio.ugent.be/publication/01HDR0GRVEKH2WTTEFBV3J9J2Q
http://hdl.handle.net/1854/LU-01HDR0GRVEKH2WTTEFBV3J9J2Q
https://biblio.ugent.be/publication/01HDR0GRVEKH2WTTEFBV3J9J2Q/file/01HDR0M4B3ZH2CMW22H50MN07S
http://doi.org/10.1080/17538947.2023.2202421

Towards Robust Knowledge Graph Embedding via Multi-Task Reinforcement Learning

Authors: Zhao Zhang Fuzhen Zhuang Hengshu Zhu et al.

Source: IEEE Transactions on Knowledge and Data Engineering. 35:4321-4334

Subject Terms: Knowledge graph, FOS: Computer and information sciences, Big data applications, Computer Science - Computation and Language, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, knowledge discovery, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Computation and Language (cs.CL)

Access URL: http://arxiv.org/pdf/2111.06103
http://arxiv.org/abs/2111.06103
https://arxiv.org/pdf/2111.06103
https://ieeexplore.ieee.org/document/9615000/
https://dblp.uni-trier.de/db/journals/corr/corr2111.html#abs-2111-06103
https://arxiv.org/abs/2111.06103

Monitoring Urban Forests from Auto-Generated Segmentation MAPS

Authors: Albrecht, Conrad M Liu, Chenying Wang, Yi et al.

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. :5977-5980

Subject Terms: FOS: Computer and information sciences, big data applications, Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), laser radar, Computer Science - Computer Vision and Pattern Recognition, 0211 other engineering and technologies, 02 engineering and technology, geospatial analysis, weak supervision, Machine Learning (cs.LG), Computer Science - Computers and Society, Artificial Intelligence (cs.AI), Computers and Society (cs.CY), 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, environmental monitoring

Access URL: http://arxiv.org/abs/2206.06948
https://elib.dlr.de/186914/
https://doi.org/10.1109/igarss46834.2022.9884017

DR-XGBoost: An XGBoost model for field-road segmentation based on dual feature extraction and recursive feature elimination

Authors: Yuzhen Xiao Guozhao Mo Xingwang Xiong et al.

Source: International Journal of Agricultural and Biological Engineering. 16:169-179

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Feature (linguistics), Astronomy, Trajectory, Pattern recognition (psychology), Control Systems and Network Applications, Agricultural and Biological Sciences, Engineering, Segmentation, Support Vector Machines, FOS: Mathematics, 2. Zero hunger, Image segmentation, Physics, Internet of Things and Big Data Applications, Traceability in Food Supply Chain Management, Life Sciences, Linguistics, 15. Life on land, Computer science, FOS: Philosophy, ethics and religion, Philosophy, Control and Systems Engineering, Computer Science, Physical Sciences, FOS: Languages and literature, Feature extraction, Mathematics, Information Systems, Food Science

Exploring the Impact of Data Quality on Business Performance in CRM Systems for Home Appliance Business

Authors: Youngjung Suh

Source: IEEE Access, Vol 11, Pp 116076-116089 (2023)

Subject Terms: customer relationship management, Big data applications, data quality, Electrical engineering. Electronics. Nuclear engineering, home appliance business, business performance, TK1-9971

Access URL: https://doaj.org/article/9bf11cdc6f0e4187b14be93eb9242a8b