Kwangho Kim

Most-cited papers

1. PLLay: Efficient Topological Layer based on Persistent Landscapes

   Kwangho Kim, Jisu Kim, M. Zaheer, Joon-Sik Kim +2 more

   2020Neural Information Processing Systems34 citations

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2. A capacity-increasing mechanism in freeway traffic

   Kwangho Kim, M. Cassidy

   201229 citations

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3. PLLay: Efficient Topological Layer based on Persistence Landscapes

   Kwangho Kim, Jisu Kim, M. Zaheer, Joon Sik Kim +2 more

   202028 citations

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4. Causal effects based on distributional distances

   Kwangho Kim, Jisu Kim, Edward H. Kennedy

   2018arXiv.org25 citations

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5. Time Series Featurization via Topological Data Analysis

   Kwangho Kim, Jisu Kim, A. Rinaldo

   201818 citations

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6. Efficient Topological Layer based on Persistent Landscapes

   Kwangho Kim, Jisu Kim, Joon Sik Kim, F. Chazal +1 more

   2020arXiv.org12 citations

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7. Incremental intervention effects in studies with dropout and many timepoints#

   Kwangho Kim, Edward H. Kennedy, A. Naimi

   2019Journal of Causal Inference11 citations Open access

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8. A problem of limited-access special lanes. Part I: Spatiotemporal studies of real freeway traffic

   M. Cassidy, Kwangho Kim, Wei Ni, Weihua Gu

   201510 citations Open access

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9. Safety features of freeway weaving segments with a buffer-separated high-occupancy-vehicle (HOV) lane

   Kwangho Kim, Byung-Jung Park

   2018International Journal of Injury Control and Safety Promotion9 citations

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10. Experimental Evaluation of the Continuous Risk Profile (CRP) Approach to the Current Caltrans Methodology for High Collision Concentration Location Identification

    Offer Grembek, Kwangho Kim, O. Kwon, J. Lee +5 more

    20128 citations

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11. A Multi-level Analysis of the Relationship Between Urban Built Environment and Severe Injury Traffic Crashes

    K. Jang, Kwangho Kim, H. Kim, Sanghyeok Kang

    2018KSCE Journal of Civil Engineering7 citations Open access

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12. On-Ramp Metering and Commuter Delay: A Before and After Study

    Kwangho Kim, M. Cassidy

    20107 citations

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13. Counterfactual Mean-variance Optimization

    Kwangho Kim, Alan Mishler, J. Zubizarreta

    20224 citations

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14. Incremental Intervention Effects in Studies with Many Timepoints, Repeated Outcomes, and Dropout

    Kwangho Kim, Edward H. Kennedy, A. Naimi

    20194 citations

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15. Time Series Featurization via Topological Data Analysis: an Application to Cryptocurrency Trend Forecasting

    Kwangho Kim, Jisu Kim, A. Rinaldo

    2018arXiv.org4 citations

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16. A problem of limited-access special lanes. Part II: Exploring remedies via simulation

    M. Cassidy, Kwangho Kim, Wei Ni, Weihua Gu

    20153 citations Open access

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17. Causal Inference with Complex Data Structures and Non-Standard Effects

    Kwangho Kim

    20202 citations

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18. A Capacity-Increasing Mechanism in Freeway Traffic and On-ramp Metering Strategies to Affect It

    Kwangho Kim, M. Cassidy

    20112 citations

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19. Spatiotemporal Studies of Traffic Phenomenon on Freeways with Limited-access Special Lanes

    M. Cassidy, Kwangho Kim

    20151 citations

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20. A Framework to Evaluate the Performance of Bias Correction to Vehicle Counts for Freeway Traffic Surveillance

    Kwangho Kim

    20141 citations

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21. Link Criticality Based on Most Probable Network States for Pre-Disaster Investment

    Kwangho Kim, Yoonjin Yoon

    20131 citations

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22. Queue Interactions on an Urban Freeway and Their Influence on Discharge Flow

    Kwangho Kim

    20111 citations

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23. Title Spatiotemporal Studies of Traffic Phenomenon on Freeways with Limited-access Special Lanes Permalink

    M. Cassidy, Kwangho Kim

    20150 citations

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24. Spatiotemporal Clustering of Freeway Crashes

    Kwangho Kim, K. Jang

    20120 citations

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