Yong-Hyuk Kim - RankMe

114 papers A 22B 1C 4Misc 4Journal 35Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Genetic Ensemble Method for Correcting Maritime Wind Forecasts. GECCO Companion Chae-Rim Park, Tae-Hoon Kim, Yong-Hyuk Kim, Seung-Hyun Moon
2025	—	`conf`	Combining Reinforcement Learning and Heuristic Optimization: A Model Based on a Deep Q-Network and Graph Neural Networks for Graph Coloring. ICAIIC Seokjin Kwon, Yong-Hyuk Kim
2025	—	`conf`	Efficient Path Planning for Maritime Search and Rescue: A Surrogate-Assisted Memetic Algorithm. GECCO Companion Sojung Lee, Pablo Moscato, Yong-Hyuk Kim
2025	—	`conf`	Evolutionary Ensemble for Prediction of Drifter Trajectories Using Weighted Majority. GECCO Companion Tae-Hoon Kim, Seung-Hyun Moon, Yong-Hyuk Kim
2025	J	`jnl`	From Forecast to Action: Uncertainty-Aware UAV Deployment for Ocean Drifter Recovery. CoRR Jingeun Kim, Yong-Hyuk Kim, Yourim Yoon
2025	—	`conf`	From Trees to Cuts: Statistical Insights into Spanning-Tree-Based Max-Cut Algorithms. GECCO Companion Ho-Jun Jang, Yong-Hyuk Kim
2025	—	`conf`	Written by Artificial Intelligence, Evolved by Genetic Algorithms: An Evolutionary Challenge to Solving the Traveling Salesperson Problem with ChatGPT. GECCO Companion Tae-Hun Kim, Yong-Hyuk Kim
2024	—	`conf`	A Memetic Algorithm for Deployment of Search and Rescue Units. GECCO Companion Seung-Yeol Hong, Yong-Hyuk Kim
2024	—	`conf`	A Memetic Algorithm to Identify Search Patterns for Maximal Coverage of Drifting Oceanic Particles. GECCO Companion Sojung Lee, Yong-Hyuk Kim
2024	—	`conf`	Enhancing Graph Cut Search through a Surrogate-Assisted Genetic Algorithm with Edge-Based Encoding. GECCO Companion Seo-Ah Yu, Yong-Hyuk Kim
2024	—	`conf`	Evolutionary Ensemble for Predicting Drifter Trajectories Based on Genetic Feature Selection. GECCO Companion Tae-Hoon Kim, Seung-Hyun Moon, Yong-Hyuk Kim
2024	—	`conf`	Genetic Algorithm-Based Pruning for Efficient DenseNet Architectures. ICAIIC Jingeun Kim, Yong-Hyuk Kim, Yourim Yoon
2023	C	`conf`	A Genetic Algorithm for Marine Spatial Planning with Minimized Conflict Between Planned Regions. IJCCI Seo-Ah Yu, Choong-Ki Kim, Yong-Hyuk Kim
2023	C	`conf`	Maximizing Particle Coverage with Fixed-Area Rectangles. IJCCI Seung-Yeol Hong, Yong-Hyuk Kim
2022	—	`conf`	A surrogate model-based genetic algorithm for the optimal policy in cart-pole balancing environments. GECCO Companion Seung-Soo Shin, Yong-Hyuk Kim
2022	J	`jnl`	Maximizing the Coverage of Sensor Deployments Using a Memetic Algorithm and Fast Coverage Estimation. IEEE Trans. Cybern. Yourim Yoon, Yong-Hyuk Kim
2021	—	`conf`	An improved predictor of daily stock index based on a genetic filter. GECCO Companion Dong-Hee Cho, Seung-Hyun Moon, Yong-Hyuk Kim
2021	—	`conf`	An optimal oil skimmer assignment based on a genetic algorithm with minimal mobilized locations. GECCO Companion Dong-Hee Cho, Yong-Hyuk Kim
2021	—	`conf`	Winner prediction for real-time strategy games through feature selection based on a genetic wrapper. GECCO Companion Seung-Soo Shin, Yong-Hyuk Kim
2020	—	`conf`	A daily stock index predictor using feature selection based on a genetic wrapper. GECCO Companion Dong-Hee Cho, Seung-Hyun Moon, Yong-Hyuk Kim
2020	—	`conf`	A genetic algorithm for matching oil spill particles. GECCO Companion Hyeon-Chang Lee, Hwi-Yeon Cho, Yong-Hyuk Kim
2020	—	`conf`	A genetic algorithm to optimize SMOTE and GAN ratios in class imbalanced datasets. GECCO Companion Hwi-Yeon Cho, Yong-Hyuk Kim
2020	—	`conf`	A surrogate model using deep neural networks for optimal oil skimmer assignment. GECCO Companion Hye-Jin Kim, Yong-Hyuk Kim
2020	—	`conf`	Finding a better basis on binary representation through DNN-based epistasis estimation. GECCO Companion Yong-Hoon Kim, Yong-Hyuk Kim
2020	—	`conf`	On the Effect of Walsh/Fourier transform in surrogate-assisted genetic algorithms. GECCO Companion Dong-Pil Yu, Yong-Hyuk Kim
2020	—	`conf`	On the co-authorship network in evolutionary computation. GECCO Companion Dong-Pil Yu, Yong-Hyuk Kim
2020	J	`jnl`	Optimizing taxon addition order and branch lengths in the construction of phylogenetic trees using maximum likelihood. J. Bioinform. Comput. Biol. Yourim Yoon, Yong-Hyuk Kim
2020	J	`jnl`	Spatiotemporal Approaches for Quality Control and Error Correction of Atmospheric Data through Machine Learning. Comput. Intell. Neurosci. Hye-Jin Kim, Sung Min Park, Byung Jin Choi, Seung-Hyun Moon, Yong-Hyuk Kim
2019	J	`jnl`	A comparison study of harmony search and genetic algorithm for the max-cut problem. Swarm Evol. Comput. Yong-Hyuk Kim, Yourim Yoon, Zong Woo Geem
2019	C	`conf`	Automatic Jazz Melody Composition Through a Learning-Based Genetic Algorithm. EvoMUSART Yong-Wook Nam, Yong-Hyuk Kim
2019	J	`jnl`	Epistasis-Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. Complex. Junghwan Lee, Yong-Hyuk Kim
2019	J	`jnl`	Epistasis-based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. CoRR Junghwan Lee, Yong-Hyuk Kim
2019	—	`conf`	Interdependency between the Stock Market and Financial News. IEEE BigData Eunjeong Hwang, Yong-Hyuk Kim
2019	J	`jnl`	Interdependency between the Stock Market and Financial News. CoRR Eunjeong Hwang, Yong-Hyuk Kim
2019	—	`conf`	Optimal equipment assignment for oil spill response using a genetic algorithm. GECCO (Companion) Hye-Jin Kim, Junghwan Lee, Jong-Hwui Yun, Yong-Hyuk Kim
2019	—	`conf`	Predictability on performance of surrogate-assisted evolutionary algorithm according to problem dimension. GECCO (Companion) Dong-Pil Yu, Yong-Hyuk Kim
2019	—	`conf`	Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks. GECCO (Companion) Yong-Hoon Kim, Junghwan Lee, Yong-Hyuk Kim
2019	—	`conf`	Stabilized training of generative adversarial networks by a genetic algorithm. GECCO (Companion) Hwi-Yeon Cho, Yong-Hyuk Kim
2019	—	`conf`	Visualizing swarm behavior with a particle density map. GECCO (Companion) Hyeon-Chang Lee, Yong-Hyuk Kim
2018	—	`conf`	A geometric evolutionary search for melody composition. GECCO (Companion) Yong-Wook Nam, Yong-Hyuk Kim
2018	—	`conf`	Importance of finding a good basis in binary representation. GECCO (Companion) Junghwan Lee, Yong-Hyuk Kim
2018	—	`conf`	Is it worth to approximate fitness by machine learning?: investigation on the extensibility according to problem size. GECCO (Companion) Dong-Pil Yu, Yong-Hyuk Kim
2018	J	`jnl`	Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection. Comput. Intell. Neurosci. Jae-Hyun Seo, Yong-Hyuk Kim
2018	—	`conf`	On the hardness of parameter optimization of convolution neural networks using genetic algorithm and machine learning. GECCO (Companion) Hyeon-Chang Lee, Dong-Pil Yu, Yong-Hyuk Kim
2018	J	`jnl`	Optimization by Simulated Catalytic Reaction: Application to Graph Bisection. KSII Trans. Internet Inf. Syst. Yong-Hyuk Kim, Seok-Joong Kang
2018	—	`conf`	Parameter space analysis of genetic algorithm using support vector regression. GECCO (Companion) Hwi-Yeon Cho, Hye-Jin Kim, Yong-Hyuk Kim
2018	J	`jnl`	Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. CoRR Hye-Jin Kim, Yong-Hyuk Kim
2017	J	`jnl`	Coverage problem in camera-based sensor networks using the CUDA platform. Int. J. Distributed Sens. Networks Jae-Hyun Seo, Yourim Yoon, Yong-Hyuk Kim
2017	—	`conf`	Melody composition using geometric crossover for variable-length encoding. GECCO (Companion) Yong-Wook Nam, Yong-Hyuk Kim
2016	J	`jnl`	An Efficient Large-Scale Sensor Deployment Using a Parallel Genetic Algorithm Based on CUDA. Int. J. Distributed Sens. Networks Jae-Hyun Seo, Yourim Yoon, Yong-Hyuk Kim
2016	C	`conf`	An NFC-based O2O service model in exhibition-space. ICEC Joon-Yeop Lee, Yong-Hyuk Kim, Yourim Yoon
2016	J	`jnl`	Improved Correction of Atmospheric Pressure Data Obtained by Smartphones through Machine Learning. Comput. Intell. Neurosci. Yong-Hyuk Kim, Ji-Hun Ha, Yourim Yoon, Na-Young Kim, Hyo-Hyuc Im, Sangjin Sim, Reno K. Y. Choi
2015	—	`conf`	An Adeaptive Method of Hungarian Mating Schemes in Genetic Algorithms. GECCO (Companion) Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung-Ro Moon
2015	J	`jnl`	An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space. IEEE Trans. Evol. Comput. Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim
2015	J	`jnl`	Correcting Air-Pressure Data Collected by MEMS Sensors in Smartphones. J. Sensors Na-Young Kim, Yong-Hyuk Kim, Yourim Yoon, Hyo-Hyuc Im, Reno K. Y. Choi, Yong Hee Lee
2014	J	`jnl`	Charge Scheduling of an Energy Storage System under Time-of-use Pricing and a Demand Charge. CoRR Yourim Yoon, Yong-Hyuk Kim
2014	B	`conf`	Correcting abnormalities in meteorological data by machine learning. SMC Min-Ki Lee, Seung-Hyun Moon, Yong-Hyuk Kim, Byung Ro Moon
2014	Misc	`conf`	Investigation of hungarian mating schemes for genetic algorithms. SAC Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
2013	J	`jnl`	An Efficient Genetic Algorithm for Maximum Coverage Deployment in Wireless Sensor Networks. IEEE Trans. Cybern. Yourim Yoon, Yong-Hyuk Kim
2013	J	`jnl`	Geometricity of genetic operators for real-coded representation. Appl. Math. Comput. Yourim Yoon, Yong-Hyuk Kim
2012	—	`conf`	A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. PPSN (1) Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim
2012	J	`jnl`	A theoretical and empirical investigation on the Lagrangian capacities of the 0-1 multidimensional knapsack problem. Eur. J. Oper. Res. Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
2012	J	`jnl`	A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation. Inf. Sci. Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
2012	—	`conf`	Genetic Feature Selection for Very Short-Term Heavy Rainfall Prediction. ICHIT (1) Jae-Hyun Seo, Yong-Hyuk Kim
2012	J	`jnl`	Quotient geometric crossovers and redundant encodings. Theor. Comput. Sci. Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
2011	J	`jnl`	A Note on Edge-based Graph Partitioning and its Linear Algebraic Structure. J. Math. Model. Algorithms Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
2011	A	`conf`	Genetic approaches for graph partitioning: a survey. GECCO Jin Kim, Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
2011	—	`conf`	Geometric surrogate-based optimisation for permutation-based problems. GECCO (Companion) Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon
2010	J	`jnl`	A Genetic Approach to Analyze Algorithm Performance Based on the Worst-Case Instances. J. Softw. Eng. Appl. So-Yeong Jeon, Yong-Hyuk Kim
2010	Misc	`conf`	New theoretical findings in multiple personalized recommendations. SAC Yong-Hyuk Kim, Yourim Yoon
2010	Misc	`conf`	Probabilistic context prediction using time-inferred multiple pattern networks. SAC Yong-Hyuk Kim, Wonkook Kim, Kyungsub Min, Yourim Yoon
2009	—	`conf`	A Genetic Algorithm for Mobile Keypad Designs with Alphabetical Constraints. GEM Hyunmin Kim, Yong-Hyuk Kim
2009	J	`jnl`	A Mathematical Unification of Geometric Crossovers Defined on Phenotype Space CoRR Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
2009	—	`conf`	A New Kernighan-Lin-Type Local Search for the Quadratic Assignment Problem. CSC Yong-Hyuk Kim, Yourim Yoon
2009	J	`jnl`	A Note on Mathematical Modelling of Practical Multicampaign Assignment and Its Computational Complexity CoRR Yong-Hyuk Kim, Yourim Yoon
2009	J	`jnl`	A genetic algorithm for joint replenishment based on the exact inventory cost. Comput. Oper. Res. Sung-Pil Hong, Yong-Hyuk Kim
2009	J	`jnl`	Mathematical Interpretation between Genotype and Phenotype Spaces and Induced Geometric Crossovers CoRR Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
2009	A	`conf`	Optimal designs of ambiguous mobile keypad with alphabetical constraints. GECCO Hyunmin Kim, Yong-Hyuk Kim
2009	—	`conf`	Representation and recombination over nonsingular binary matrices. GEC Summit Yong-Hyuk Kim, Yourim Yoon
2009	A	`conf`	Visualizing the search process of particle swarm optimization. GECCO Yong-Hyuk Kim, Kang Hoon Lee, Yourim Yoon
2008	J	`jnl`	A Lagrangian Approach for Multiple Personalized Campaigns. IEEE Trans. Knowl. Data Eng. Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
2008	Misc	`conf`	A genetic algorithm for sensor deployment based on two-dimensional operators. SAC Jae-Hyun Seo, Yong-Hyuk Kim, Hwang-Bin Ryou, Seok-Joong Kang
2008	—	`conf`	An Enzyme-Inspired Approach to Surmount Barriers in Graph Bisection. ICCSA (1) Yong-Hyuk Kim
2008	J	`jnl`	Effect of Changing the Basis in Genetic Algorithms Using Binary Encoding. KSII Trans. Internet Inf. Syst. Yong-Hyuk Kim, Yourim Yoon
2008	—	`conf`	Extracting Informative Sections of Web Documents Based on Scoring DOM Subtrees. International Conference on Internet Computing Yong-Hyuk Kim, Dong-ug Kim, Sejun Ahn
2008	A	`conf`	Feasibility-preserving crossover for maximum k-coverage problem. GECCO Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
2008	—	`conf`	Improved Implementation Choices for Iterative Improvement Partitioning Algorithms on Circuits. CDES Yong-Hyuk Kim
2008	A	`conf`	Linear transformation in Pseudo-Boolean functions. GECCO Yong-Hyuk Kim
2008	J	`jnl`	Optimal Sensor Deployment for Wireless Surveillance Sensor Networks by a Hybrid Steady-State Genetic Algorithm. IEICE Trans. Commun. Jae-Hyun Seo, Yong-Hyuk Kim, Hwang-Bin Ryou, Si-Ho Cha, Minho Jo
2007	J	`jnl`	Geometric Crossovers for Multiway Graph Partitioning. Evol. Comput. Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
2007	A	`conf`	Geometric crossovers for real-code representation. GECCO Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
2007	A	`conf`	Overcoming barriers by a cluster-moving genetic algorithm. GECCO Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
2006	A	`conf`	Generalized cycle crossover for graph partitioning. GECCO Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon, Riccardo Poli
2006	A	`conf`	Geometric crossover for multiway graph partitioning. GECCO Yong-Hyuk Kim, Yourim Yoon, Alberto Moraglio, Byung Ro Moon
2006	A	`conf`	Multi-attractor gene reordering for graph bisection. GECCO Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
2006	J	`jnl`	Multicampaign Assignment Problem. IEEE Trans. Knowl. Data Eng. Yong-Hyuk Kim, Byung Ro Moon
2005	A	`conf`	An evolutionary lagrangian method for the 0/1 multiple knapsack problem. GECCO Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
2005	A	`conf`	New topologies for genetic search space. GECCO Yong-Hyuk Kim, Byung Ro Moon
2004	—	`conf`	A Genetic Approach for Gene Selection on Microarray Expression Data. GECCO (1) Yong-Hyuk Kim, Su-Yeon Lee, Byung Ro Moon
2004	—	`conf`	A Hybrid Genetic Approach for Circuit Bipartitioning. GECCO (2) Jong-Pil Kim, Yong-Hyuk Kim, Byung Ro Moon
2004	—	`conf`	Distance Measures in Genetic Algorithms. GECCO (2) Yong-Hyuk Kim, Byung Ro Moon
2004	J	`jnl`	Investigation of the Fitness Landscapes in Graph Bipartitioning: An Empirical Study. J. Heuristics Yong-Hyuk Kim, Byung Ro Moon
2004	—	`conf`	Lagrange Multiplier Method for Multi-campaign Assignment Problem. GECCO (2) Yong-Hyuk Kim, Byung Ro Moon
2004	J	`jnl`	Lock-Gain Based Graph Partitioning. J. Heuristics Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	Finding the Optimal Gene Order in Displaying Microarray Data. GECCO Seung-Kyu Lee, Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning. GECCO Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	Multi-campaign Assignment Problem and Optimizing Lagrange Multipliers. GECCO Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	New Entropy-Based Measures of Gene Significance and Epistasis. GECCO Dong-Il Seo, Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	New Usage of Sammon's Mapping for Genetic Visualization. GECCO Yong-Hyuk Kim, Byung Ro Moon
2003	A	`conf`	Optimizing the Order of Taxon Addition in Phylogenetic Tree Construction Using Genetic Algorithm. GECCO Yong-Hyuk Kim, Seung-Kyu Lee, Byung Ro Moon
2003	A	`conf`	Problem-Independent Schema Synthesis for Genetic Algorithms. GECCO Yong-Hyuk Kim, Yung-Keun Kwon, Byung Ro Moon
2002	A	`conf`	Genetic Search For Fixed Channel Assignment Problem With Limited Bandwidth. GECCO Eun-Jong Park, Yong-Hyuk Kim, Byung Ro Moon
2002	A	`conf`	Visualization Of The Fitness Landscape, A Steady-state Genetic Search, And Schema Traces. GECCO Yong-Hyuk Kim, Byung Ro Moon
2000	A	`conf`	A Hybrid Genetic Search for Graph Partitioning Based on Lock Gain. GECCO Yong-Hyuk Kim, Byung Ro Moon