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| - | == 2017 == | ||
| - | * K. Mori, S. Ito, T. Harada, R. Thawonmas and K.-J. Kim, "Feature Extraction of Gameplays for Similarity Calculation in Gameplay Recommendation," IEEE 10th International Workshop on Computational Intelligence and Applications, 2017. | ||
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| - | * J.-H. Jeon, D.-M. Yoon, S.-I. Yang and K.-J. Kim, "Extracting Gamers’Cognitive Psychological Features and Improving Performance of Churn Prediction from Mobile Games," IEEE Conference on Computational Intelligence and Games, 2017. | ||
| - | * S.-H. Yoon and K.-J. Kim, "Deep Q Networks for Visual Fighting Game AI," IEEE Conference on Computational Intelligence and Games, 2017. | ||
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| - | * M.-J. Kim and K.-J. Kim, "Opponent Modeling based on Action Table for MCTS-based Fighting Game AI," IEEE Conference on Computational Intelligence and Games, 2017 {{public:paper:2017:paper_92.pdf|PDF}}. | ||
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| - | * B.-J. Min and K.-J. Kim,"Learning to Play Visual Doom using Model-Free Episodic Control," IEEE Conference on Computational Intelligence and Games, 2017. | ||
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| - | * J.-H. Park, S.-J. Yoo, K.-J. Kim, Y.-H. Gu, K.-H. Lee, and U.-H. Son, "PM10 Density Forecast Model Using Long Short Term Memory," Ninth International Conference on Ubiquitous and Future Networks, 2017 {{public:paper:2017:07993855.pdf|PDF}}. | ||
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| - | == 2016 == | ||
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| - | * B.-H. Yoo, and K.-J. Kim, "Changing video game graphic styles using neural algorithms," IEEE Conference on Computational Intelligence and Games, 2016 {{public:paper:ieee_cig16_byungho.pdf|PDF}}. | ||
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| - | * H.-S. Park, and K.-J. Kim, "Deep Q-learning using redundant outputs in Visual Doom," IEEE Conference on Computational Intelligence and Games, 2016 {{public:paper:ieee_cig16_hyunsoo.pdf|PDF}}. | ||
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| - | * M.-J. Kim, K.-J. Kim, S.-J. Kim, and A. K. Dey, "Evaluation of StarCraft Artificial Intelligence Competition Bots by Experienced Human Players," ACM CHI (Late-Breaking Work), 2016 {{http://www.cs.cmu.edu/~sjunikim/publications/CHI2016_LBW_Starcraft.pdf|External Link}}. | ||
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| - | == 2015 == | ||
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| - | * S. S. Farooq, J.-W. Baek, and K.-J. Kim, "Interpreting Behaviors of Mobile Game Players from In-Game Data and Context Logs," IEEE Conference on Computational Intelligence and Games, 2015 (pp.548-549) {{:public:paper:sehar_pbulished_paper.pdf|PDF}}. | ||
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| - | * I.-S. Oh and K.-J. Kim, "Testing Reliability of Replay-based Imitation for StarCraft," IEEE Conference on Computational Intelligence and Games, 2015. (pp.548-549) {{:public:paper:oh_pbulished_paper.pdf|PDF}} | ||
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| - | * D.-M. Yoon, J.-S. Lee, H.-S. Seon, J.-H. Kim, and K.-J. Kim, "Optimization of Angry Birds AI Controllers with Distributed Computing," IEEE Conference on Computational Intelligence and Games, 2015. (pp.544-545){{:public:paper:yoon_pbulished_paper.pdf|PDF}} | ||
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| - | * H.-S. Park, and K.-J. Kim, "MCTS with Influence Map for General Video Game Playing," IEEE Conference on Computational Intelligence and Games, 2015.(pp.534-535){{:public:paper:park_pbulished_paper.pdf|PDF}} | ||
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| - | * C.-M. Bae, E.-K. Kim, J.-C. Lee, K.-J. Kim and J.-C. Na, "Generation of an Arbitrary Shaped Large Maze by Assembling Mazes," IEEE Conference on Computational Intelligence and Games, 2015. (pp.538-539){{:public:paper:bae_pbulished_paper.pdf|PDF}} | ||
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| - | == 2014 == | ||
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| - | * S. S. Farooq, H.-S. Park, and K.-J. Kim, "Inference of Opponent's Uncertain States in Ghost Game using Machine Learning," The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2014 (pp. 335-346) {{:public:paper:paper_submit_.pdf|PDF}}. | ||
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| - | * H.-S. Park, and K.-J. Kim, "Social Network Analysis of High-Level Players in Multiplayer Online Battle Arena Game," The First Exploration on Games and Gamers Workshop @ SocInfo 2014{{:public:paper:2014:park-egg2014.pdf|PDF}}. | ||
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| - | * H.-T. Kim, D.-M. Yoon and K.-J. Kim, "Solving Geometry Friends using Monte-Carlo Tree Search with Directed Graph Representation," IEEE Conference on Computational Intelligence and Games, 2014{{:public:paper:2014:cig_2014p_kht.pdf|PDF}}. | ||
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| - | * I.-S. Oh, H.-C. Cho and K.-J. Kim, "Imitation Learning for Combat System in RTS Games with Application to StarCraft," IEEE Conference on Computational Intelligence and Games, 2014 {{:public:paper:cig_2014_cho.pdf|PDF}}. | ||
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| - | * H.-S. Park and K.-J. Kim, "Learning to Play Fighting Game using Massive Play Data," IEEE Conference on Computational Intelligence and Games, 2014{{:public:paper:2014:park-cig2014-paper_107.pdf|PDF}}. | ||
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| - | * H.-T. Kim, and K.-J. Kim, "Learning to Recommend Game Contents for Real-Time Strategy Gamers," IEEE Conference on Computational Intelligence and Games, 2014{{:public:paper:2014:cig_2014_kht.pdf|PDF}}. . | ||
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| - | == 2013 == | ||
| - | * S.-S. Farooq, and K.-J. Kim, "Evolution of Neural Controllers for Simulated and Real Quadruped Robots," The Second International Conference on Robot, Vision and Signal Processing, pp. 295-298, 2013.{{:public:paper:2013:rvsp2013_sehar.pdf|PDF}} | ||
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| - | * H.-C. Cho, and K.-J. Kim, "Comparison of human and AI bots in StarCraft with replay data mining," IEEE Conference on Computational Intelligence in Games, 2013{{:public:paper:cig_2013_cho.pdf|PDF}}. /* \\ (ack: 2013-016589, 2010-0018950) */ | ||
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| - | * H.-C. Cho, K.-J. Kim and S.-B. Cho, "Replay-based strategy prediction and build order adaptation for StarCraft AI bots," IEEE Conference on Computational Intelligence in Games, 2013{{:public:paper:cig_2013.pdf|PDF}}. /* \\ (ack: 2013-016589, 2010-0018950)*/ | ||
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| - | * H.-S. Park, and K.-J. Kim, "Opponents modeling with incremental active learning: A case study of iterative prisoner's dilemma," IEEE Conference on Computational Intelligence in Games, 2013{{:public:paper:cig_2013_park.pdf|PDF}}. /* \\ (ack: 2010-06589, 2010-0018950) */ | ||
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| - | * K.-J. Kim, K.-Y. Eo, Y.-R. Jung, S.-O. Kim, and S.-B. Cho, "Evolutionary conditions for the emergence of robotic theory of mind with multiple goals," IEEE Workshop on Robotic Intelligence in Informationally Structured Space (RiiSS), pp. 48-54, 2013 {{:public:paper:ssci_2013.pdf|PDF}}. /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | == 2012 == | ||
| - | * D.-M. Yoon, and K.-J. Kim, "3D game model and texture generation using interactive genetic algorithm," Workshop at SIGGRAPH ASIA (Computer Gaming Track), pp. 53-58, 2012 {{:public:paper:wasa_2012_yoon.pdf|PDF}}. /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | * H.-S. Park, H.-C. Cho, K.-Y. Lee, and K.-J. Kim, "Prediction of early stage opponent strategy for StarCraft AI using scouting and machine learning," Workshop at SIGGRAPH ASIA (Computer Gaming Track), pp. 7-12, 2012 {{:public:paper:wasa_2012_park.pdf|PDF}}. /* \\ (ack: 2012-0001749, 2012-0005799) */ | ||
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| - | * H.-S. Park and K.-J. Kim, "Automatic python programming using stack-based genetic programming," Genetic and Evolutionary Computation Conference (GECCO), pp. 641-642, 2012. {{:public:paper:2012:automatic_python_programming_using_stack-based.pdf|PDF}} /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | * D.-M. Yoon and K.-J. Kim, "Comparison of scoring methods for interactive evolutionary computation based image retouching system," Genetic and Evolutionary Computation Conference (GECCO), pp. 617-618, 2012. {{:public:paper:2012:2_comparison_of_scoring_methods_for_interactive_evolutionary_computation_based_image_retouching_system.pdf|PDF}} /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | * H.-S. Park and K.-J. Kim, "Evolving a neural controller for fault-tolerant four-legged robots using parallel genetic algorithm," International Conference on Advanced Information Technology and Sensor Application, p. 129, 2012 {{:public:paper:aits_2012.pdf|PDF}}. /* \\ (ack: 2010-0012876) */ | ||
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| - | * J.-G. Park and K.-J. Kim, "A method for feature extraction of traffic sign detection and the system for real world scene," IEEE International Conference on Emerging Signal Processing Applications, pp. 13-16, 2012 {{:public:paper:2012_espa.pdf|PDF}}. /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | == 2011 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Server-Side early detection of StarCraft players with non-standard strategic behavior," The 3rd International Conference on Internet (ICONI 2011), pp. 489-494, 2011 {{:public:paper:2011_iconi.pdf|PDF}} /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | == 2010 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Exploring features and classifiers to classify microRNA expression profiles of human cancer," International Conference on Neural Information Processing, pp. 234-241, 2010 {{:public:paper:iconip2010.pdf|PDF}} /* \\ (ack: 2010-0012876, 2010-0018948) */ | ||
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| - | * T. W. Cornforth, K.-J. Kim, and H. Lipson, "Evolution of analog circuit models of ion channels," International Conference on Evolvable Systems, pp. 157-168, 2010. {{:public:paper:ion_channels.pdf|PDF}} | ||
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| - | * J.-G. Park, and K.-J. Kim, "Dimension reduction by principal component analysis for evolutionary and back-propagation neural networks," International Conference on Convergence & Hybrid Information Technology, pp. 191-194, 2010{{:public:paper:park_ichit.pdf|PDF}}. | ||
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| - | * K.-J. Kim, and S.-B. Cho, "Experience on running a small-size simulated car racing tournament in an introductory programming course," International Conference on Convergence & Hybrid Information Technology, pp. 200-206, 2010. {{:public:paper:kim_ichit.pdf|PDF}} /* \\ (ack: 2010-0018948) */ | ||
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| - | *J.-H. Seo, J.-G. Park, J.-H. Lee, and K.-J. Kim, "Designing robust robotic car controllers based on artificial neural network," International Conference on Convergence & Hybrid Information Technology, pp. 183-190, 2010. {{:public:paper:seo_final.pdf|PDF}} /* \\ (ack: 2010-0012876) */ | ||
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| - | == 2009 == | ||
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| - | *K.-J. Kim and S.-B. Cho, "Evaluation of distance measures for speciated evolutionary neural networks in pattern classification problems," International Conference on Neural Information Processing, pp. 630-637, 2009.{{:public:paper:iconip09.pdf|PDF}} | ||
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| - | *K.-J. Kim and H. Lipson, "Towards a simple robotic theory of mind," Performance Metrics for Intelligent Systems Workshop, pp. 131-138, 2009.{{:public:paper:p131-kim.pdf|PDF}} | ||
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| - | *K.-J. Kim and S.-B. Cho, "Combining multiple evolved analog circuits for robust evolvable hardware," International Conference on Intelligent Data Engineering and Automated Learning, pp. 359-367, 2009. {{:public:paper:ideal09.pdf|PDF}} | ||
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| - | *K.-J. Kim and H. Lipson, ""Thoery of Mind" in simulated robots," Genetic and Evolutionary Computation Conference (GECCO) - Late Braking Papers, pp. 2071-2076, 2009. {{:public:paper:p2071-kim.pdf|PDF}} | ||
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| - | == 2008 == | ||
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| - | * K.-J. Kim, and S.-B. Cho, "Ensemble approaches in evolutionary game strategies: A case study in Othello," IEEE Symposium on Computational Intelligence in Games, pp. 212-219, 2008. {{:public:paper:15_ensemble_approaches_in_evolutionary_game_strategies_a_case_study_in_othello.pdf|PDF}} | ||
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| - | == 2007 == | ||
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| - | * K.-J. Kim, and S.-B. Cho, "Integrated model for informal inference based on neural networks," International Conference on Neural Information Processing, pp. 950-959, 2007. {{:public:paper:2007:16_integrated_model_for_informal_inference_based_on_neural_networks.pdf|PDF}} | ||
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| - | * K.-J. Kim, and S.-B. Cho, "Diverse evolutionary neural networks based on information theory," International Conference on Neural Information Processing, pp. 1007-1016, 2007. {{:public:paper:2007:17_diverse_evolutionary_neural_networks_based_on_information_theory.pdf|PDF}} | ||
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| - | * K.-J. Kim, M.-C. Jung and S.-B. Cho, "Episodic memory for ubiquitous multimedia contents management system," The 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, pp. 796-805, 2007. {{:public:paper:2007:18_episodic_memory_for_ubiquitous_multimedia_contents_management_system.pdf|PDF}} | ||
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| - | * S.-B. Cho, K.-J. Kim and K.-S. Hwang, "Generating cartoon-style summary of daily life with multimedia mobile devices," The 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, pp. 135-144, 2007. {{:public:paper:2007:19_generating_cartoon-style_summary_of_daily_life_with_multimedia_mobile_devices.pdf|PDF}} | ||
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| - | * K.-J. Kim, H.-J. Choi, and S.-B. Cho, "Hybrid of evolution and reinforcement learning for Othello players," IEEE Symposium on Computational Intelligence and Games, pp. 203-209, 2007.{{:public:paper:2007:20_hybrid_of_evolution_and_reinforcement_learning_for_othello_players.pdf|PDF}} | ||
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| - | == 2006 == | ||
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| - | * K.-J. Kim, and S.-B. Cho, "Ensemble evolution of checkers players with knowledge of opening, middle and endgame," 9th Pacific Rim International Conference on Artificial Intelligence, vol. 4099, pp. 950-954, 2006. {{:public:paper:2006:21_ensemble_evolution_of_checkers_players_with_knowledge_of_opening_middle_and_endgame.pdf|PDF}} | ||
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| - | * B.-Y. Choi, K.-J. Kim, and S.-B. Cho, "The embodiment of autonomic computing in the middleware for distributed system with Bayesian networks," International Conference on Intelligent Computing, vol. 4113, pp. 1047-1052, 2006.{{:public:paper:2006:22_the_embodiment_of_autonomic_computing_in_the_middleware_for_distributed_system_with_bayesian_networks.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Evolutionary aggregation and refinement of Bayesian networks," IEEE Congress on Evolutionary Computation 2006, pp. 1513-1520, 2006. {{:public:paper:23_evolutionary_aggregation_and_refinement_of_bayesian_networks.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Evolutionary Othello players boosted by opening knowledge," IEEE Congress on Evolutionary Computation 2006, pp. 984-991, 2006.{{:public:paper:24_evolutionary_othello_players_boosted_by_opening_knowledge.pdf|PDF}} | ||
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| - | == 2005 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Applications of diverse evolutionary neural networks based on information theory," Industrial Mathematics Initiative, 2005. {{:public:paper:applications_of_diverse_evolutionary_neural_networks_based_on_information_theory.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Construction of Bayesian networks for context-aware service robot," The 2nd International Conference on Ubiquitous Robots and Ambient Intelligence, pp. 69, 2005. | ||
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| - | * K.-J. Kim and S.-B. Cho, "DNA Gene expression classification with ensemble classifiers optimized by speciated genetic algorithm," First International Conference on Pattern Recognition and Machine Intelligence (PReMI'05), pp. 649-653, 2005.{{:public:paper:27_dna_gene_expression_classification_with_ensemble_classifiers_optimized_by_speciated_genetic_algorithm.pdf|PDF}} | ||
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| - | * K.-J. Kim, S.-H. Yoo and S.-B. Cho, "Bayesian validation of fuzzy clustering for analysis of Yeast Cell Cycle data," 9th International Conference on Knowledge-based Intelligent Information & Engineering Systems, pp. 777-784, Melbourne, Australia, 2005. {{:public:paper:28_bayesian_validation_of_fuzzy_clustering_for_analysis_of_yeast_cell_cycle_data.pdf|PDF}} | ||
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| - | * K.-J. Kim, J.-O. Yoo, and S.-B. Cho, "Robust inference of Bayesian networks using speciated evolution and ensemble," 15th International Symposium on Methodologies for Intelligent Systems, pp. 92-101, Saratoga Springs, USA, 2005. {{:public:paper:29_robust_inference_of_bayesian_networks_using_speciated_evolution_and_ensemble.pdf|PDF}} | ||
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| - | == 2004 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Informal inference based on the integration of multiple neural networks," Sixth China-India-Japan-Korea Joint Workshop on Neurobiology and Neuroinformatics, India, 2004. | ||
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| - | * S.-J. Han, K.-J. Kim, and S.-B. Cho, "Evolutionary learning program's behavior in neural networks for anomaly detection," International Conference on Neural Information Processing, pp. 236-241, India, 2004. {{:public:paper:31_evolutionary_learning_program_s_behavior_in_neural_networks_for_anomaly_detection.pdf|PDF}} | ||
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| - | == 2003 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Evolving artificial neural networks for DNA microarray analysis," Congress on Evolutionary Computation, pp. 2370-2377, 2003. {{:public:paper:32_evolving_artificial_neural_networks_for_dna_microarray_analysis.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "BN+BN: Behavior network with Bayesian network for intelligent agent," The 16th Australian Joint Conference on Artificial Intelligence, pp. 979-991, 2003. {{:public:paper:33_bn_bn_behavior_network_with_bayesian_network_for_intelligent_agent.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Behavior selection architecture for tangible agent," IEEE International Symposium on Computational Intelligence in Robotics and Automation, pp. 175-180, 2003. {{:public:paper:34_behavior_selection_architecture_for_tangible_agent.pdf|PDF}} | ||
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| - | * H.-J. Min, K.-J. Kim and S.-B. Cho, "Generating optimal behaviors of mobile robot using behavior network with planning capability," IEEE International Symposium on Computational Intelligence in Robotics and Automation, pp. 186-191, 2003. {{:public:paper:35_generating_optimal_behaviors_of_mobile_robot_using_behavior_network_with_planning_capability.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Fusion of structure adaptive self-organizing maps using fuzzy integral," International Joint Conference on Neural Networks, pp. 28-33, 2003. {{:public:paper:36_fusion_of_structure_adaptive_self-organizing_maps_using_fuzzy_integral.pdf|PDF}} | ||
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| - | == 2002 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Checkers strategy evolution with speciated neural networks," PRICAI 2002, pp. 599, 2002. {{:public:paper:37_checkers_strategy_evolution_with_speciated_neural_networks.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Evolving speciated checker players with crowding algorithm," Congress on Evolutionary Computation, pp. 407-412, Hawaii, USA, May 2002. {{:public:paper:38_evolving_speciated_checkers_players_with_crowding_algorithm.pdf|PDF}} | ||
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| - | == 2001 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Conceptual information extration with link-based search," Web Intelligence 2001, pp. 367-372, Maebashi, Japan, Oct, 2001. {{:public:paper:39_conceptual_information_extration_with_link-based_search.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Dynamic selection of evolved neural controllers for higher behaviors of mobile robot," IEEE International Symposium on Computational Intelligence in Robotics Automation 2001, pp. 467-472, banff, Canada, 2001. {{:public:paper:40_dynamic_selection_of_evolved_neural_controllers_for_higher_behaviors_of_mobile_robot.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "A personalized web search engine using fuzzy concept network with link structure," Joint 9th IFSA World Congress and 20th NAFIPS International Conference , vol. 1, pp. 81-86, Vancouver, Canada, 2001. {{:public:paper:41_a_personalized_web_search_engine_using_fuzzy_concept_network_with_link_structure.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Coordination of multiple behavior modules evolved on CAM-Brain," Congress on Evolutionary Computation 2001, vol. 2, pp. 1414-1421, seoul, korea, 2001. {{:public:paper:42_coordination_of_multiple_behavior_modules_evolved_on_cam-brain.pdf|PDF}} | ||
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| - | * K.-J. Kim and S.-B. Cho, "Robot action selection for higher behaviors with CAM-Brain modules," International Symposium on Robotics 2001, pp. 1623-1628, seoul, korea, 2001. {{:public:paper:43_robot_action_selection_for_higher_behaviors_with_cam-brain_modules.pdf|PDF}} | ||
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| - | == 2000 == | ||
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| - | * K.-J. Kim and S.-B. Cho, "Integration of multiple neural networks evolved on cellular automata by action selection mechanism," 7th International Conference on Neural Information Processing, Vol.2, pp. 687-692, November, Taejon, Korea, 2000. {{:public:paper:44_integration_of_multiple_neural_networks_evolved_on_cellular_automata_by_action_selection_mechanism.pdf|PDF}} | ||
