Concepedia

Performance Evaluation of Data-driven Intelligent Algorithms for Big data Ecosystem

Muhammad Junaid, Sajid Ali, Isma Farah Siddiqui, Choon-Sung Nam, Nawab Muhammad Faseeh Qureshi, Jaehyoun Kim, Dong Ryeol Shin

Wireless Personal Communications · 2022 · 16 citations · 39 references

Open access

Concepts

ComputingComputer ScienceData ScienceArtificial IntelligenceBig Data AnalyticsMachine LearningAlgorithm AnalysisData IntegrationData PreprocessingDistributed AlgorithmsMachine Learning For Big DataScalable Machine LearningBig Data Analytics ArchitectureBig Data ArchitectureData-intensive Computing

References

39

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

Matei Zaharia, Reynold Xin, Patrick Wendell et al. · Communications of the ACM · 2016 · 2.3K citations

Computing, Computer Science, Computer Systems +17

Classification Based on Decision Tree Algorithm for Machine Learning

Bahzad Charbuty, Adnan Mohsin Abdulazeez · Journal of Applied Science and Technology Trends · 2021 · 1.8K citations · Full text

Computing, Data Science, Data Mining +12

Machine learning on big data: Opportunities and challenges

Lina Zhou, Shimei Pan, Jianwu Wang et al. · Neurocomputing · 2017 · 1.2K citations · Full text

Computing, Computer Science, Data Science +12

Machine Learning With Big Data: Challenges and Approaches

Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany et al. · IEEE Access · 2017 · 1K citations · Full text

Computing, Computer Science, Big Data Analytics +4