Citation Impact
Citing Papers
Business Intelligence and Analytics: From Big Data to Big Impact
2012 Standout
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Remaining Financially Healthy and Competitive: The Role of Financial Predictors
2020 Standout
GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
2015 Standout
Machine Learning: Algorithms, Real-World Applications and Research Directions
2021 Standout
Modeling wine preferences by data mining from physicochemical properties
2009 Standout
Big Data technologies: A survey
2017 Standout
Machine learning models and bankruptcy prediction
2017
Big Data: Survey, Technologies, Opportunities, and Challenges
2014 Standout
A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets
2016
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
2017 Standout
Top 10 algorithms in data mining
2007 Standout
Maximum Neighborhood Margin Discriminant Projection for Classification
2014 Standout
Anonymizing classification data using rough set theory
2013
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
2018
A review of data-driven building energy consumption prediction studies
2017 Standout
Dynamic financial distress prediction with concept drift based on time weighting combined with Adaboost support vector machine ensemble
2016
Oversampling Techniques for Bankruptcy Prediction: Novel Features from a Transaction Dataset
2018
Ensemble of keyword extraction methods and classifiers in text classification
2016 Standout
Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm
2021 Standout
Machine Learning Methods That Economists Should Know About
2019 StandoutNobel
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach
2020 Standout
Big Data: A Survey
2014 Standout
Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE
2018 Standout
Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble
2017
Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance
2010 Standout
Learning from imbalanced data: open challenges and future directions
2016 Standout
Two-step classification method based on genetic algorithm for bankruptcy forecasting
2017
Educational data mining: A survey and a data mining-based analysis of recent works
2013 Standout
Machine Learning in Agriculture: A Review
2018 Standout
Penerapan Algoritma K-Means Untuk Clustering Data Obat-Obatan
2019 Standout
A Survey on Transfer Learning
2009 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
A deep learning ensemble approach for crude oil price forecasting
2017
A survey of multiple classifier systems as hybrid systems
2013
Heart Disease Identification Method Using Machine Learning Classification in E-Healthcare
2020 Standout
Models for Predicting Business Bankruptcies and Their Application to Banking and to Financial Regulation
2019
Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets
2016
Ensemble learning: A survey
2018 Standout
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
2011 Standout
Data mining with big data
2013 Standout
Works of Dae-Ki Kang being referenced
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data
2005
Ensemble with neural networks for bankruptcy prediction
2009
Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction
2012
Geometric mean based boosting algorithm with over-sampling to resolve data imbalance problem for bankruptcy prediction
2014