Yong-Hyuk Kim

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 48

Top Venues

GECCO Companion

GECCO (Companion)

CoRR

Comput. Intell. Neurosci.

Publications

Tae-Hoon Kim, Seung-Hyun Moon, Yong-Hyuk Kim
Evolutionary Ensemble for Predicting Drifter Trajectories Based on Genetic Feature Selection. GECCO Companion (2024)
So-Jung Lee, Yong-Hyuk Kim
A Memetic Algorithm to Identify Search Patterns for Maximal Coverage of Drifting Oceanic Particles. GECCO Companion (2024)
Seo-Ah Yu, Yong-Hyuk Kim
Enhancing Graph Cut Search through a Surrogate-Assisted Genetic Algorithm with Edge-Based Encoding. GECCO Companion (2024)
Seung-Yeol Hong, Yong-Hyuk Kim
A Memetic Algorithm for Deployment of Search and Rescue Units. GECCO Companion (2024)
Jingeun Kim, Yong-Hyuk Kim, Yourim Yoon
Genetic Algorithm-Based Pruning for Efficient DenseNet Architectures. ICAIIC (2024)
Seo-Ah Yu, Choong-Ki Kim, Yong-Hyuk Kim
A Genetic Algorithm for Marine Spatial Planning with Minimized Conflict Between Planned Regions. IJCCI (2023)
Seung-Yeol Hong, Yong-Hyuk Kim
Maximizing Particle Coverage with Fixed-Area Rectangles. IJCCI (2023)
Seung-Soo Shin, Yong-Hyuk Kim
A surrogate model-based genetic algorithm for the optimal policy in cart-pole balancing environments. GECCO Companion (2022)
Yourim Yoon, Yong-Hyuk Kim
Maximizing the Coverage of Sensor Deployments Using a Memetic Algorithm and Fast Coverage Estimation. IEEE Trans. Cybern. 52 (7) (2022)
Seung-Soo Shin, Yong-Hyuk Kim
Winner prediction for real-time strategy games through feature selection based on a genetic wrapper. GECCO Companion (2021)
Dong-Hee Cho, Yong-Hyuk Kim
An optimal oil skimmer assignment based on a genetic algorithm with minimal mobilized locations. GECCO Companion (2021)
Dong-Hee Cho, Seung-Hyun Moon, Yong-Hyuk Kim
An improved predictor of daily stock index based on a genetic filter. GECCO Companion (2021)
Yong-Hoon Kim, Yong-Hyuk Kim
Finding a better basis on binary representation through DNN-based epistasis estimation. GECCO Companion (2020)
Dong-Pil Yu, Yong-Hyuk Kim
On the Effect of Walsh/Fourier transform in surrogate-assisted genetic algorithms. GECCO Companion (2020)
Hyeon-Chang Lee, Hwi-Yeon Cho, Yong-Hyuk Kim
A genetic algorithm for matching oil spill particles. GECCO Companion (2020)
Hwi-Yeon Cho, Yong-Hyuk Kim
A genetic algorithm to optimize SMOTE and GAN ratios in class imbalanced datasets. GECCO Companion (2020)
Yourim Yoon, Yong-Hyuk Kim
Optimizing taxon addition order and branch lengths in the construction of phylogenetic trees using maximum likelihood. J. Bioinform. Comput. Biol. 18 (2) (2020)
Dong-Hee Cho, Seung-Hyun Moon, Yong-Hyuk Kim
A daily stock index predictor using feature selection based on a genetic wrapper. GECCO Companion (2020)
Hye-Jin Kim, Sung Min Park, Byung Jin Choi, Seung-Hyun Moon, Yong-Hyuk Kim
Spatiotemporal Approaches for Quality Control and Error Correction of Atmospheric Data through Machine Learning. Comput. Intell. Neurosci. 2020 (2020)
Dong-Pil Yu, Yong-Hyuk Kim
On the co-authorship network in evolutionary computation. GECCO Companion (2020)
Hye-Jin Kim, Yong-Hyuk Kim
A surrogate model using deep neural networks for optimal oil skimmer assignment. GECCO Companion (2020)
Yong-Wook Nam, Yong-Hyuk Kim
Automatic Jazz Melody Composition Through a Learning-Based Genetic Algorithm. EvoMUSART (2019)
EunJeong Hwang, Yong-Hyuk Kim
Interdependency between the Stock Market and Financial News. CoRR (2019)
Junghwan Lee, Yong-Hyuk Kim
Epistasis-based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. CoRR (2019)
Hyeon-Chang Lee, Yong-Hyuk Kim
Visualizing swarm behavior with a particle density map. GECCO (Companion) (2019)
Yong-Hyuk Kim, Yourim Yoon, Zong Woo Geem
A comparison study of harmony search and genetic algorithm for the max-cut problem. Swarm Evol. Comput. 44 (2019)
Hwi-Yeon Cho, Yong-Hyuk Kim
Stabilized training of generative adversarial networks by a genetic algorithm. GECCO (Companion) (2019)
EunJeong Hwang, Yong-Hyuk Kim
Interdependency between the Stock Market and Financial News. IEEE BigData (2019)
Junghwan Lee, Yong-Hyuk Kim
Epistasis-Based Basis Estimation Method for Simplifying the Problem Space of an Evolutionary Search in Binary Representation. Complex. 2019 (2019)
Hye-Jin Kim, Junghwan Lee, Jong-Hwui Yun, Yong-Hyuk Kim
Optimal equipment assignment for oil spill response using a genetic algorithm. GECCO (Companion) (2019)
Dong-Pil Yu, Yong-Hyuk Kim
Predictability on performance of surrogate-assisted evolutionary algorithm according to problem dimension. GECCO (Companion) (2019)
Yong-Hoon Kim, Junghwan Lee, Yong-Hyuk Kim
Predictive model for epistasis-based basis evaluation on pseudo-boolean function using deep neural networks. GECCO (Companion) (2019)
Yong-Wook Nam, Yong-Hyuk Kim
A geometric evolutionary search for melody composition. GECCO (Companion) (2018)
Hye-Jin Kim, Yong-Hyuk Kim
Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. CoRR (2018)
Yong-Hyuk Kim, Seok-Joong Kang
Optimization by Simulated Catalytic Reaction: Application to Graph Bisection. KSII Trans. Internet Inf. Syst. 12 (5) (2018)
Dong-Pil Yu, Yong-Hyuk Kim
Is it worth to approximate fitness by machine learning?: investigation on the extensibility according to problem size. GECCO (Companion) (2018)
Hwi-Yeon Cho, Hye-Jin Kim, Yong-Hyuk Kim
Parameter space analysis of genetic algorithm using support vector regression. GECCO (Companion) (2018)
Junghwan Lee, Yong-Hyuk Kim
Importance of finding a good basis in binary representation. GECCO (Companion) (2018)
Jae-Hyun Seo, Yong-Hyuk Kim
Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection. Comput. Intell. Neurosci. 2018 (2018)
Hyeon-Chang Lee, Dong-Pil Yu, Yong-Hyuk Kim
On the hardness of parameter optimization of convolution neural networks using genetic algorithm and machine learning. GECCO (Companion) (2018)
Yong-Wook Nam, Yong-Hyuk Kim
Melody composition using geometric crossover for variable-length encoding. GECCO (Companion) (2017)
Jae-Hyun Seo, Yourim Yoon, Yong-Hyuk Kim
Coverage problem in camera-based sensor networks using the CUDA platform. Int. J. Distributed Sens. Networks 13 (12) (2017)
Yong-Hyuk Kim, Ji-Hun Ha, Yourim Yoon, Na-young Kim, Hyo-Hyuc Im, Sangjin Sim, Reno K. Y. Choi
Improved Correction of Atmospheric Pressure Data Obtained by Smartphones through Machine Learning. Comput. Intell. Neurosci. 2016 (2016)
Jae-Hyun Seo, Yourim Yoon, Yong-Hyuk Kim
An Efficient Large-Scale Sensor Deployment Using a Parallel Genetic Algorithm Based on CUDA. Int. J. Distributed Sens. Networks 12 (2016)
Joon-Yeop Lee, Yong-Hyuk Kim, Yourim Yoon
An NFC-based O2O service model in exhibition-space. ICEC (2016)
Na-young Kim, Yong-Hyuk Kim, Yourim Yoon, Hyo-Hyuc Im, Reno K. Y. Choi, Yong Hee Lee
Correcting Air-Pressure Data Collected by MEMS Sensors in Smartphones. J. Sensors 2015 (2015)
Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung-Ro Moon
An Adeaptive Method of Hungarian Mating Schemes in Genetic Algorithms. GECCO (Companion) (2015)
Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim
An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space. IEEE Trans. Evol. Comput. 19 (4) (2015)
Chanju Jung, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
Investigation of hungarian mating schemes for genetic algorithms. SAC (2014)
Min-Ki Lee, Seung-Hyun Moon, Yong-Hyuk Kim, Byung Ro Moon
Correcting abnormalities in meteorological data by machine learning. SMC (2014)
Yourim Yoon, Yong-Hyuk Kim
Charge Scheduling of an Energy Storage System under Time-of-use Pricing and a Demand Charge. CoRR (2014)
Yourim Yoon, Yong-Hyuk Kim
An Efficient Genetic Algorithm for Maximum Coverage Deployment in Wireless Sensor Networks. IEEE Trans. Cybern. 43 (5) (2013)
Yourim Yoon, Yong-Hyuk Kim
Geometricity of genetic operators for real-coded representation. Appl. Math. Comput. 219 (23) (2013)
Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
A theoretical and empirical investigation on the Lagrangian capacities of the 0-1 multidimensional knapsack problem. Eur. J. Oper. Res. 218 (2) (2012)
Jae-Hyun Seo, Yong-Hyuk Kim
Genetic Feature Selection for Very Short-Term Heavy Rainfall Prediction. ICHIT (1) (2012)
Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
Quotient geometric crossovers and redundant encodings. Theor. Comput. Sci. 425 (2012)
Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation. Inf. Sci. 183 (1) (2012)
Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim
A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. PPSN (1) (2012)
Jin Kim, Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
Genetic approaches for graph partitioning: a survey. GECCO (2011)
Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon
Geometric surrogate-based optimisation for permutation-based problems. GECCO (Companion) (2011)
Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
A Note on Edge-based Graph Partitioning and its Linear Algebraic Structure. J. Math. Model. Algorithms 10 (3) (2011)
Yong-Hyuk Kim, Wonkook Kim, Kyungsub Min, Yourim Yoon
Probabilistic context prediction using time-inferred multiple pattern networks. SAC (2010)
So-Yeong Jeon, Yong-Hyuk Kim
A Genetic Approach to Analyze Algorithm Performance Based on the Worst-Case Instances. J. Softw. Eng. Appl. 3 (8) (2010)
Yong-Hyuk Kim, Yourim Yoon
New theoretical findings in multiple personalized recommendations. SAC (2010)
Yong-Hyuk Kim, Yourim Yoon
Representation and recombination over nonsingular binary matrices. GEC Summit (2009)
Yong-Hyuk Kim, Yourim Yoon
A New Kernighan-Lin-Type Local Search for the Quadratic Assignment Problem. CSC (2009)
Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
A Mathematical Unification of Geometric Crossovers Defined on Phenotype Space CoRR (2009)
Yong-Hyuk Kim, Yourim Yoon
A Note on Mathematical Modelling of Practical Multicampaign Assignment and Its Computational Complexity CoRR (2009)
Hyunmin Kim, Yong-Hyuk Kim
Optimal designs of ambiguous mobile keypad with alphabetical constraints. GECCO (2009)
Sung-Pil Hong, Yong-Hyuk Kim
A genetic algorithm for joint replenishment based on the exact inventory cost. Comput. Oper. Res. 36 (1) (2009)
Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
Mathematical Interpretation between Genotype and Phenotype Spaces and Induced Geometric Crossovers CoRR (2009)
Yong-Hyuk Kim, Kang Hoon Lee, Yourim Yoon
Visualizing the search process of particle swarm optimization. GECCO (2009)
Hyunmin Kim, Yong-Hyuk Kim
A Genetic Algorithm for Mobile Keypad Designs with Alphabetical Constraints. GEM (2009)
Jae-Hyun Seo, Yong-Hyuk Kim, Hwang-Bin Ryou, Si-Ho Cha, Minho Jo
Optimal Sensor Deployment for Wireless Surveillance Sensor Networks by a Hybrid Steady-State Genetic Algorithm. IEICE Trans. Commun. (11) (2008)
Yong-Hyuk Kim
An Enzyme-Inspired Approach to Surmount Barriers in Graph Bisection. ICCSA (1) (2008)
Yong-Hyuk Kim, Dong-ug Kim, Sejun Ahn
Extracting Informative Sections of Web Documents Based on Scoring DOM Subtrees. International Conference on Internet Computing (2008)
Yong-Hyuk Kim, Yourim Yoon
Effect of Changing the Basis in Genetic Algorithms Using Binary Encoding. KSII Trans. Internet Inf. Syst. 2 (4) (2008)
Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
A Lagrangian Approach for Multiple Personalized Campaigns. IEEE Trans. Knowl. Data Eng. 20 (3) (2008)
Yong-Hyuk Kim
Improved Implementation Choices for Iterative Improvement Partitioning Algorithms on Circuits. CDES (2008)
Yong-Hyuk Kim
Linear transformation in Pseudo-Boolean functions. GECCO (2008)
Jae-Hyun Seo, Yong-Hyuk Kim, Hwang-Bin Ryou, Seok-Joong Kang
A genetic algorithm for sensor deployment based on two-dimensional operators. SAC (2008)
Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
Feasibility-preserving crossover for maximum k-coverage problem. GECCO (2008)
Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
Overcoming barriers by a cluster-moving genetic algorithm. GECCO (2007)
Yourim Yoon, Yong-Hyuk Kim, Alberto Moraglio, Byung Ro Moon
Geometric crossovers for real-code representation. GECCO (2007)
Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon
Geometric Crossovers for Multiway Graph Partitioning. Evol. Comput. 15 (4) (2007)
Yong-Hyuk Kim, Yourim Yoon, Alberto Moraglio, Byung Ro Moon
Geometric crossover for multiway graph partitioning. GECCO (2006)
Inwook Hwang, Yong-Hyuk Kim, Byung Ro Moon
Multi-attractor gene reordering for graph bisection. GECCO (2006)
Yong-Hyuk Kim, Byung Ro Moon
Multicampaign Assignment Problem. IEEE Trans. Knowl. Data Eng. 18 (2) (2006)
Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon, Riccardo Poli
Generalized cycle crossover for graph partitioning. GECCO (2006)
Yong-Hyuk Kim, Byung Ro Moon
New topologies for genetic search space. GECCO (2005)
Yourim Yoon, Yong-Hyuk Kim, Byung Ro Moon
An evolutionary lagrangian method for the 0/1 multiple knapsack problem. GECCO (2005)
Yong-Hyuk Kim, Byung Ro Moon
Lock-Gain Based Graph Partitioning. J. Heuristics 10 (1) (2004)
Yong-Hyuk Kim, Su-Yeon Lee, Byung Ro Moon
A Genetic Approach for Gene Selection on Microarray Expression Data. GECCO (1) (2004)
Yong-Hyuk Kim, Byung Ro Moon
Distance Measures in Genetic Algorithms. GECCO (2) (2004)
Jong-Pil Kim, Yong-Hyuk Kim, Byung Ro Moon
A Hybrid Genetic Approach for Circuit Bipartitioning. GECCO (2) (2004)
Yong-Hyuk Kim, Byung Ro Moon
Lagrange Multiplier Method for Multi-campaign Assignment Problem. GECCO (2) (2004)
Yong-Hyuk Kim, Byung Ro Moon
Investigation of the Fitness Landscapes in Graph Bipartitioning: An Empirical Study. J. Heuristics 10 (2) (2004)
Yong-Hyuk Kim, Yung-Keun Kwon, Byung Ro Moon
Problem-Independent Schema Synthesis for Genetic Algorithms. GECCO (2003)
Dong-il Seo, Yong-Hyuk Kim, Byung Ro Moon
New Entropy-Based Measures of Gene Significance and Epistasis. GECCO (2003)
Yong-Hyuk Kim, Byung Ro Moon
Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning. GECCO (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yong-Hyuk Kim