| Investigation on the effects of weather and calendar events on bike-sharing according to the trip patterns of bike rentals of stations K Kim Journal of transport geography 66, 309-320, 2018 | 148 | 2018 |
| Improved churn prediction in telecommunication industry by analyzing a large network K Kim, CH Jun, J Lee Expert Systems with Applications 41 (15), 6575-6584, 2014 | 116 | 2014 |
| A hybrid classification algorithm by subspace partitioning through semi-supervised decision tree K Kim Pattern Recognition 60, 157-163, 2016 | 93 | 2016 |
| Sentiment visualization and classification via semi-supervised nonlinear dimensionality reduction K Kim, J Lee Pattern Recognition 47 (2), 758-768, 2014 | 89 | 2014 |
| A hybrid decision tree algorithm for mixed numeric and categorical data in regression analysis K Kim, J Hong Pattern Recognition Letters 98, 39-45, 2017 | 58 | 2017 |
| An improved semi-supervised dimensionality reduction using feature weighting: Application to sentiment analysis K Kim Expert Systems with Applications 109, 49-65, 2018 | 55 | 2018 |
| Exploring the difference between ridership patterns of subway and taxi: Case study in Seoul K Kim Journal of transport geography 66, 213-223, 2018 | 43 | 2018 |
| Identifying the structure of cities by clustering using a new similarity measure based on smart card data K Kim IEEE Transactions on Intelligent Transportation Systems 21 (5), 2002-2011, 2019 | 38 | 2019 |
| Impact of COVID-19 on usage patterns of a bike-sharing system: Case study of seoul K Kim Journal of transportation engineering, Part A: Systems 147 (10), 05021006, 2021 | 37 | 2021 |
| Trigonometric comparison measure: a feature selection method for text categorization K Kim, SY Zzang Data & Knowledge Engineering 119, 1-21, 2019 | 36 | 2019 |
| Semi-supervised distributed representations of documents for sentiment analysis S Park, J Lee, K Kim Neural Networks 119, 139-150, 2019 | 28 | 2019 |
| An efficient method to determine sample size in oversampling based on classification complexity for imbalanced data D Lee, K Kim Expert Systems with Applications 184, 115442, 2021 | 24 | 2021 |
| Spatial contiguity-constrained hierarchical clustering for traffic prediction in bike sharing systems K Kim IEEE Transactions on Intelligent Transportation Systems 23 (6), 5754-5764, 2021 | 20 | 2021 |
| Normalized class coherence change-based kNN for classification of imbalanced data K Kim Pattern Recognition 120, 108126, 2021 | 19 | 2021 |
| Sequential manifold learning for efficient churn prediction K Kim, J Lee Expert systems with applications 39 (18), 13328-13337, 2012 | 19 | 2012 |
| Voronoi cell-based clustering using a kernel support K Kim, Y Son, J Lee IEEE Transactions on Knowledge and Data Engineering 27 (4), 1146-1156, 2014 | 18 | 2014 |
| Inductive manifold learning using structured support vector machine K Kim, D Lee Pattern Recognition 47 (1), 470-479, 2014 | 15 | 2014 |
| Improving the classification accuracy for IR spectroscopic diagnosis of stomach and colon malignancy using non-linear spectral feature extraction methods S Lee, K Kim, H Lee, CH Jun, H Chung, JJ Park Analyst 138 (14), 4076-4082, 2013 | 12 | 2013 |
| Nonlinear dynamic projection for noise reduction of dispersed manifolds K Kim, J Lee IEEE transactions on pattern analysis and machine intelligence 36 (11), 2303 …, 2014 | 11 | 2014 |
| Investigation of modal integration of bike-sharing and public transit in Seoul for the holders of 365-day passes K Kim Journal of Transport Geography 106, 103518, 2023 | 9 | 2023 |
