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21

Novel Distributed Approach for Next Best Offer using XGboost
Chaudhari, Shatakshi ; Sai, Prerana Malladi ; Bundele, Ashwini D
2025 International Conference on Emerging Smart Computing and Informatics (ESCI) Emerging Smart Computing and Informatics (ESCI), 2025 International Conference on. :1-6 Mar, 2025

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23

Scalable Higher Resolution Polar Sea Ice Classification and Freeboard Calculation from ICESat-2 ATL03 Data
Iqrah, Jurdana Masuma ; Koo, Younghyun ; Wang, Wei ; et al.
2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2025 IEEE International. :413-422 Jun, 2025

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24

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25

Machine Learning Framework for Detecting Offensive Swahili Messages in Social Networks with Apache Spark Implementation
Jonathan, Francis ; Yang, Dong ; Gowing, Glyn ; et al.
2021 IEEE International Conference on Progress in Informatics and Computing (PIC) Progress in Informatics and Computing (PIC), 2021 IEEE International Conference on. :293-297 Dec, 2021

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26

Performance Evaluation of Distributed Machine Learning for Cardiovascular Disease Prediction in Spark
Gupta, Yogesh Kumar ; Kumari, Surbhi
2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) Trends in Electronics and Informatics (ICOEI), 2021 5th International Conference on. :1506-1512 Jun, 2021

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27

Continuous and Accurate Heart Attack Risk Assessment via a Real-Time Data Pipeline with Data Fusion and Spark-based Machine Learning
Gowri P, Yasashwini Sai ; Divya, V. ; Saravanan, S.
2025 7th International Conference on Innovative Data Communication Technologies and Application (ICIDCA) Innovative Data Communication Technologies and Application (ICIDCA), 2025 7th International Conference on. :844-849 Oct, 2025

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28

Machine Learning based Botnet Detection in Large-Scale Network
Shine Manuel, Alan ; Daniel, Esther ; Durga, S. ; et al.
2022 International Conference on Automation, Computing and Renewable Systems (ICACRS) Automation, Computing and Renewable Systems (ICACRS), 2022 International Conference on. :1075-1080 Dec, 2022

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29

Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark
Athanasios Alexopoulos ; Georgios Drakopoulos ; Andreas Kanavos ; et al.
Algorithms, Vol 13, Iss 3, p 71 (2020)

apache spark apache mllib pyspark big data machine learning 10v data
Fachzeitschrift
31

DEDDR: early detection of diabetic retinopathy from widefield and fundus images using pyspark framework.
Kotiyal, Bina ; Pathak, Heman
Multimedia Tools & Applications; Oct2025, Vol. 84 Issue 35, p44287-44316, 30p

DIABETIC retinopathy DEEP learning IMAGE processing DISTRIBUTED computing MEDICAL care OPTIMIZATION algorithms
Fachzeitschrift
32

Fake News Detection for COVID-19 Using PySpark Framework MLlib
Dasari, Lalith Abhiram ; Sowmith, Jetty ; Mamidi, Naveen Krishna ; et al.
2024 2nd World Conference on Communication & Computing (WCONF) Communication & Computing (WCONF), 2024 2nd World Conference on. :1-5 Jul, 2024

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33

A Parallel Workflow for Polar Sea-Ice Classification Using Auto-Labeling of Sentinel-2 Imagery
Iqrah, Jurdana Masuma ; Wang, Wei ; Xie, Hongjie ; et al.
2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2024 IEEE International. :1016-1025 May, 2024

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34

Optimizing Data Pipelines for Green AI: A Comparative Analysis of Pandas, Polars, and PySpark for CO 2 Emission Prediction.
Mekouar, Youssef ; Lahmer, Mohammed ; Karim, Mohammed
Computers (2073-431X); Aug2025, Vol. 14 Issue 8, p319, 24p

ENERGY consumption MACHINE learning DATA analytics DATA pipelining DISTRIBUTED computing GREENHOUSE gas analysis
Fachzeitschrift
36

Next-Generation IoT Intrusion Detection: Leveraging Hybrid Deep Learning Algorithms for Enhanced Security
Urvashi ; Agarwal, Parul ; Raghuvanshi, Kamlesh Kumar ; et al.
2025 2nd International Conference on Computational Intelligence, Communication Technology and Networking (CICTN) Computational Intelligence, Communication Technology and Networking (CICTN), 2025 2nd International Conference on. :56-61 Feb, 2025

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37

Machine Learning with PySpark - Review
Bandi, Raswitha ; Amudhavel, J ; Karthik, R
Indonesian Journal of Electrical Engineering and Computer Science; Vol 12, No 1: October 2018; 102-106 ; 2502-4760 ; 2502-4752 ; 10.11591/ijeecs.v12.i1

Engineering Computer Science Electronics Apache spark Machine Learning PySpark
Fachzeitschrift
38

Big Data-Driven Long Term Accurate CO2 Emission Forecasting Using Advanced Recurrent Neural Networks
Verma, Anil ; Routhu, Lalit Chandra ; Chigrupaatii, Rishikant ; et al.
2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4438-4447 Dec, 2024

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39

The State-of-the-art Machine Learning In Prediction Covid-19 Fatality Cases
Maleerat Maliyaem ; Nguyen Minh Tuan
Global Journal of Computer Science and Technology; Vol. 22 No. B1 (2022): GJCST-B Cloud & Distributed: Volume 22 Issue B1; 57-63 ; 0975-4172 ; 0975-4350

pyspark machine learning Naïve bayes fatality covid-19
Fachzeitschrift
40

Large Scale Distributed Data Science from scratch using Apache Spark 2.0
Shanahan, James ; Dai, Liang
Proceedings of the 26th International Conference on World Wide Web Companion. :955-957

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