Data Mining and Machine Learning Applications
Top publications in Data Mining and Machine Learning Applications across the NobleBlocks index. Open any paper for its abstract, citations, and AI-generated take.
Indexed papers
2.7K
Total citations
9.6K
Latest paper
2025
Top papers
Data Mining: Practical Machine Learning Tools and Techniques
Ian H. Witten, Eibe Frank, Mark A. Hall
2011· Elsevier eBooks25.7K
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers, Iryna Gurevych
201910.2K
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection
Anna L. Buczak, Erhan Guven
2015· IEEE Communications Surveys & Tutorials2.9K
Comparing different supervised machine learning algorithms for disease prediction
Shahadat Uddin, Arif Khan, Md Ekramul Hossain, Mohammad Ali Moni
2019· BMC Medical Informatics and Decision Making1.3K
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
Bernd Bischl, Martin Binder, Michel Lang, Tobias Pielok +8 more
2023· WIREs Data Mining and Knowledge Discovery680
Vector Optimization
Claude Sammut, Geoffrey I. Webb
2017· Encyclopedia of Machine Learning and Data Mining344
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach
Aytuğ ONAN
2020· Computer Applications in Engineering Education322
Multivariate random forests
Mark R. Segal, Yuanyuan Xiao
2011· Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery271
Fake News
Xinyi Zhou, Reza Zafarani, Kai Shu, Huan Liu
2019253
Comparing Different Resampling Methods in Predicting Students’ Performance Using Machine Learning Techniques
Ramin Ghorbani, Rouzbeh Ghousi
2020· IEEE211
Intelligent Diagnostic Prediction and Classification System for Chronic Kidney Disease.
Mohamed Elhoseny, K Shankar, J Uthayakumar
2019· Scientific reports187
Predicting real-time traffic conflicts using deep learning.
Nicolette Formosa, Mohammed Quddus, Stephen Ison, Mohamed Abdel-Aty +1 more
2020· Accident; analysis and prevention183
International Journal of Advanced Computer Science and Applications
POURVALI, MOHSEN
2025· International Journal of Advanced Computer Science and Applications177
Machine learning techniques to predict daily rainfall amount
Chalachew Muluken Liyew, Haileyesus Amsaya Melese
2021· Journal of Big Data172
PrairieLearn: Mastery-based Online Problem Solving with Adaptive Scoring and Recommendations Driven by Machine Learning
Matthew West, Geoffrey Herman, Craig Zilles
2015125
Deep Learning: The Impact on Future eLearning
Anandhavalli Muniasamy, Areej Alasiry
2020· International Journal of Emerging Technologies in Learning (iJET)125
Best Practices in Underground Coal Gasification
Elizabeth A. Burton, Ravi Upadhye, S. Julio Friedmann
2019125
Accelerated design of Fe-based soft magnetic materials using machine learning and stochastic optimization
Yuhao Wang, Yefan Tian, Tanner Kirk, Omar Laris +4 more
2020· Acta Materialia124
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, S.L. Miller +3 more
2022· Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies124
Reddit: A Gold Mine for Personality Prediction
Matej Gjurković, Jan Šnajder
2018124