Topic · Information Systems
Data Mining and Machine Learning Applications
Data Mining and Machine Learning Applications is a research topic within Information Systems. Science Explorer counts 24k research works in it since 1970. 9.7% of them reached the world's top 10% most cited for their field and year.
This cluster of papers covers a wide range of applications of data mining, including the use of classification algorithms, neural networks, clustering methods, predictive modeling, artificial intelligence, backpropagation algorithm, association rule method, K-means clustering, and Naive Bayes classifier in various domains such as agriculture, education, healthcare, and business.
- Data Mining
- Classification Algorithms
- Neural Networks
- Clustering Methods
- Predictive Modeling
- Artificial Intelligence
- Backpropagation Algorithm
- Association Rule Method
- K-Means Clustering
- Naive Bayes Classifier
- Research works
- 24k fractional, since 1970
- In the world top 10%
- 2.4k per year above
- Top-10% rate
- 9.7% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +63% the tick is no change
- Largest producer
Indonesia
90% of the 10 largest, 2022-now
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