• Suche: "Streaming data"

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1

Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights
Lima, Janio ; Tavares, Lucas ; Pacitti, Esther ; et al.
IJCNN 2024 - IEEE International Joint Conference on Neural Networks. :1-8

Yokoama, Japan Time series Event detection Streaming data [INFO]Computer Science [...
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2

Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments : An Empirical Study on Tabular Data Streaming for Fraud Detection
Mawuena Amekoe, Kodjo ; Lebbah, Mustapha ; Jaffre, Gregoire ; et al.

Interpretability Incremental Learning Streaming Data [INFO.INFO-LG]Computer S... Machine Learning [cs.LG] [INFO.INFO-CE]Computer S... …
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3

Optimal Subdata Selection for Prediction Based on the Distribution of the Covariates
Alvaro Cia-Mina ; Jesus Lopez-Fidalgo ; Weng Kee Wong ; et al.
Dadun. Depósito Académico Digital de la Universidad de Navarra
Universidad de Navarra

Optimization D Optimality Reviews Simple Linear Regression... Truncated Normal Proportion Of Data …
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4

A Framework for Streaming Event-Log Prediction in Business Processes
Bollig, Benedikt ; Függer, Matthias ; Nowak, Thomas ; et al.

LSTM batch processing streaming data ensemble methods n-gram event-log prediction …
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5

A mediation system for continuous spatial queries on a unified schema using Apache Spark
Ngo, Thi Thu Trang ; Pinet, François ; Sarramia, David ; et al.
Big Earth Data. 8(1):115-141

Streaming data Streaming data integrati... Mediator Geospatial data Continuous queries Données de diffusion en... …
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6

ESOD: An Edge Streaming Data Outlier Detection Framework for IoT Platforms
Xhensilda Allka ; Pau Ferrer-Cid ; Jose M. Barcelo-Ordinas ; et al.
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Edge intelligence (EI) Àrees temàtiques de la U... Streaming data Internet of Things Edge computing Àrees temàtiques de la U... …
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7

Tracking Nonstationary Streaming Data via Exponentially Weighted Moving Average Stochastic Gradient Descent
Qian, Chengde ; Jiang, Haiyan ; Liang, Decai
Journal of Systems Science and Complexity. 38(5):2084-2107

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8

A Hybrid Framework for Real-Time Data Drift and Anomaly Identification Using Hierarchical Temporal Memory and Statistical Tests
Subhadip Bandyopadhyay ; Joy Bose ; Sujoy Roy Chowdhury
International Journal of Mathematical, Engineering and Management Sciences, Vol 10, Iss 3, Pp 777-796 (2025)

telecom network monitori... FOS: Computer and inform... Technology Computer Science - Machi... real-time anomaly detect... I.2.6 …
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9

Complementary Learning Subnetworks Towards Parameter-Efficient Class-Incremental Learning
Depeng Li ; Zhigang Zeng ; Wei Dai ; et al.
IEEE Transactions on Knowledge and Data Engineering. 37:3240-3252

complementary learning s... class-incremental learni... streaming data modeling Non-stationary data
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10

Spatio-Temporal Prediction on Streaming Data: A Unified Federated Continuous Learning Framework
Hao Miao ; Yan Zhao ; Chenjuan Guo ; et al.
Miao, H, Zhao, Y, Guo, C, Yang, B, Zheng, K & Jensen, C S 2025, 'Spatio-Temporal Prediction on Streaming Data : A Unified Federated Continuous Learning Framework', IEEE Transactions on Knowledge and Data Engineering, vol. 37, no. 4, pp. 2126-2140. https://doi.org/10.1109/TKDE.2025.3528876

Spatio-temporal predicti... federated continuous lea... streaming data
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11

Uplifting Interviews in Social Science with Individual Data Visualization
Uplifting Interviews in Social Science with Individual Data Visualization: The case of Music Listening
Cura, Robin ; Beaumont, Amélie ; Beuscart, Jean-Samuel ; et al.
CHI '22: CHI Conference on Human Factors in Computing Systems. :1-9

New Orleans, United Stat... computational social sci... COM PARIS team Mixed methods research personal data visualizat... …
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12

Visualizing Streaming Data in Industrial Scale IoT Systems
Antero Taivalsaari ; Tommi Mikkonen
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing. :663-670

IoT message brokers edge computing programmable world reunalaskenta Internet of Things …
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13

Data acquisition and online preprocessing system for the Femtosecond X-ray Scattering endstation at PAL-XFEL
Park, Jaeku ; Eom, Intae ; Kim, Sunam ; et al.
Journal of the Korean Physical Society. :1-8

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14

An Evolving Hierarchical Fuzzy System Based on Variable Selection and Variable Expected Outputs
Wang, Pengcheng ; Zhao, Tao ; Yang, Hainan ; et al.
International Journal of Fuzzy Systems. :1-17

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15

Incremental singular value decomposition for some numerical aspects of multiblock redundancy analysis
Martinez-Ruiz, Alba ; Lauro, Natale Carlo
Computational Statistics. 40(6):3291-3319

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17

Adapting Predictive Models for Dynamic Cybersecurity: A Machine Learning Approach to Concept and Feature Drift
Mendes, Teresa Maria Gonçalves ; Henriques, Roberto André Pereira ; RUN

concept drift feature drift intrusion detection incremental learning hybrid models ADWIN …
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18

An Analytical Tool for Georeferenced Sensor Data based on ELK Stack
Ngo, Thi Thu Trang ; Sarramia, David ; Kang, Myoung-Ah ; et al.
7th International Conference on Geographical Information Systems Theory. :82-89

Online Streaming, France ELK Stack Elasticsearch Spatial Data Warehouse Georeferenced Sensor Dat... ETL …
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19

Efficient ETL workflows for big data: Handling massive datasets at scale
Ashok, Sangeetha
International Journal of Science and Research Archive. 14:1567-1574

FOS: Computer and inform... Etl Workflows Real-Time Big Data Proce... Streaming Data Ingestion Serverless Etl Distributed Computing …
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20

Streaming Compression of Scientific Data via Weak-SINDy: Streaming compression of scientific data via weak-SINDy
Benjamin P. Russo ; M. Paul Laiu ; Richard Archibald
SIAM Journal on Scientific Computing. 47:C207-C234

FOS: Computer and inform... Artificial intelligence Computer Science - Machi... Ridge regression shrinkage estimators (La... Finite element, Rayleigh... …
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