Lecture Notes

Books

1. S.-B. Cho (Eds.), Innovations in Intelligent Computing and Communication (Vol. 1), Conference proceedings ICIICC, 2022.

2. S.-B. Cho (Eds.), Innovations in Intelligent Computing and Communication (Vol. 2), Conference proceedings ICIICC, 2022.

3. S.-B. Cho (Eds.), Biologically Inspired Techniques in Many-Criteria Decision Making, Conference proceedings BITMDM, 2021.

4. S.-B. Cho (Eds.), Biologically Inspired Techniques in Many-Criteria Decision Making, Conference proceedings BITMDM, 2020.

5. S.-B. Cho (Eds.), Biologically Inspired Techniques in Many-Criteria Decision Making, Conference proceedings BITMDM, 2019.

6. S.-B. Cho (Eds.), Practical Applications of Soft Computing in Engineering, World Scientific Publishing, Ltd, 2001.

7. S.-B. Cho et al., Practical Internet, Saeng-Neung Publishing Co., 1999. (In Korean)

8. S.-B. Cho et al., Information Processing, Saeng-Neung Publishing Co.,1997. (In Korean)

9. S.-B. Cho, Genetic Algorithm, Computer World Publishing Co., 1996. (In Korean)

10. S.-B. Cho et al., Introducing PC+, Saeng-Neung Publishing Co., 1996. (In Korean)

Book Chapters & Lecture Notes 

1.  Y.-S. Lee and S.-B. Cho, "Office Delivery Robot Controlled by Modular Behavior Selection Networks with Planning Capability," Informatics in Control, Automation and Robotics , p. 103, 2014.

2.  S.-B. Cho, "Hybrid Intelligent Systems for Context-aware Services," SCICT 2011 , p. 10, 2011.

3.  S. Dehuri and S.-B. Cho, “A theoretical and empirical study of functional link neural networks (FLANNs),” Artificial Higher Order Neural Networks for Computer Science and Engineering: Trends for Emerging Applications, pp. 545-573, Information Science Reference, 2010.

4.  K.-J. Kim, S.-B. cho, "Integrated model for informal inference based on neural networks," Lecture Notes in Computer Science, Nov., 2007.

5.  K.-J. Kim, S.-B. Cho, "Diverse evolutionary neural networks based on information theory," Lecture Notes in Computer Science, Nov., 2007.

6.  J.-H. Hong, and S.-B. Cho, "Ensemble neural networks for multiclass cancer classification with multiple informative gene-subsets," Lecture Notes in Computer Science, Nov., 2007.

7.  S.-B. Cho and H.-S. Park, "Sophisticated methods for cancer classification using microarray data," Analysis of Biological Data: A Soft Computing Approach, pp. 281-302, World Scientific, 2007.

8.  C. C. Zhang, S.-B. Cho and S. Fels, "MyView: Personalized event retrieval and video compositing from multi-camera video images," Lecture Notes in Computer Sciences, vol. 4557, pp. 549-558, , July 22-27, 2007.

9.  M.-H. Park, J.-H. Hong and S.-B. Cho, "Location-based recommendation system using Bayesian user's preference model in mobile devices," Lecture Notes in Computer Sciences, vol. 4611, pp. 1130-1139, 2007. 

10.  U.-K. Cho, J.-H. Hong and S.-B. Cho, "Automatic fingerprints image generation using evolutionary algorithm," Lecture Notes on Artificial Intelligence, vol. 4570, pp. 444-453, 2007. 

11.  K.-S. Hwang and S.-B. Cho, "Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life," Lecture Notes in Artificial Intelligence, vol. 4304, pp. 929-933, 2006.

12.  I.-J. Song, M.-C. Jung and S.-B. Cho, "Automatic Generation of Funny Cartoons Diary for Everyday Mobile Life," Lecture Notes in Artificial Intelligence, vol. 4304, pp. 443-452, 2006.

13.  J.-H. Hong, and S.-B. Cho, "Multi-class cancer classification with OVR-support vector machines selected by naive Bayes classifier," Lecture Notes in Computer Science, vol. 4234, pp. 155-164, 2006.

14.  J.-H. Hong, S.-S. Lim, and S.-B. Cho, "Language learning for the autonomous mental development of conversational agents," Lecture Notes in Computer Science, vol. 4234, pp. 892-899, 2006.

15.  M.-H. Park, J.-H. Hong, and S.-B. Cho, "Two-stage user mobility modeling for intention prediction for location-based services," Lecture Notes in Computer Science, vol. 4224, pp. 538-545, 2006.

16.  S.-B. Im, Y.-S. Song and S.-B. Cho, "Context modeling with Bayesian network ensemble for recognizing objects in uncertain environments," Lecture Notes in Artificial Intelligence, vol. 4223, pp. 688-691, 2006.

17.  H.-S. Park, J.-O. Yoo and S.-B. Cho, "A context-aware music recommendation system using fuzzy Bayesian networks with utility theory," Lecture Notes in Artificial Intelligence,vol. 4223, pp. 970-979, 2006.

18.  S.-B. Im and S.-B. Cho, "Context-based scene recognition using Bayesian networks with scale-invariant feature transform," Lecture Notes in Computer Science, vol. 4179, pp. 1080-1087, 2006.

19.  K.-S. Hwang and S.-B. Cho, "Interactive learning of scene context extractor using combination of Bayesian network and logic network," Lecture Notes in Computer Science, vol. 4179, pp. 1143-1150, 2006.

20.  S.-J. Han, and S.-B. Cho, "Predicting user's movement with a combination of a self-organizing map and markov model," Lecture Notes in Computer Science, vol. 4132, pp. 884-893, 2006.

21.  H.-S. Park and S.-B. Cho, "An Efficient Attribute Ordering Optimization in Bayesian Networks for Prognostic Modeling of the Metabolic Syndrome," Lecture Notes in Bioinformatics, vol. 4115, pp. 381-391, 2006.

22.  S.-S. Lim and S.-B. Cho, "Online Learning of Bayesian Network Parameters with Incomplete Data," Lecture Notes in Artificial Intelligence, vol. 4114, pp. 309-314, 2006.

23.  U.-K. Cho, J.-H. Hong, and S.-B. Cho, "Evolutionary Image Enhancement for Impulsive Noise Reduction," Lecture Notes in Computer Science, vol. 4113, pp. 678-683, 2006.

24.  Y.-S. Song and S.-B. Cho, "Objects Relationship Modeling for Improving Object Detection Using Bayesian Network Integration," Lecture Notes in Computer Science, vol. 4113, pp. 1040-1046, 2006

25.  B.-Y. Choi, K.-J. Kim, and S.-B. Cho, "The embodiment of autonomic computing in the middleware for distributed system with Bayesian networks," Lecture Notes in Computer Science, vol. 4113, pp. 1047-1052, 2006.

26.  J.-H. Hong and S.-B. Cho, "Dynamically subsumed-OVA SVMs for fingerprint classification," Lecture Notes in Artificial Intelligence, vol. 4099, pp. 1196-1200, 2006.

27.  K.-M. Kim, J.-H. Hong and S.-B. Cho, "An Intelligent Conversational Agent as the Web Virtual Representative using Semantic Bayesian Network," Lecture Notes in Artificial Intelligence, vol. 4099, pp. 807-812, 2006.

28.  K.-J. Kim, and S.-B. Cho, "Ensemble evolution of checkers players with knowledge of opening, middle and endgame," Lecture Notes in Artificial Intelligence, vol. 4099, pp. 950-954, 2006.

29.  U.-K. Cho, J.-H. Hong and S.-B. Cho, "Evolutionary singularity filter bank optimization for fingerprint image enhancement," Lecture Notes in Computer Science, vol. 3907, pp. 380-390, 2006.

30.  J.-K. Min, J.-H. Hong and S.-B. Cho, "Effective fingerprint classification by localized models of support vector machines," Lecture Notes in Computer Science, vol. 3832, pp. 287-293, 2006.

31.  K.-J. Kim, S.-B. Cho, "Uncertainty reasoning and chance discovery," Chance Discovery in Real World Decision Making (Studies in Computational Intelligence 30), pp. 85-102, Springer, 2006, 10.

32.  H.-S. Park and S.-B. Cho, " Evolutionary Clustering Algorithm with Knowledge-based Evaluation for Fuzzy Cluster Analysis of Gene Expression Profiles, " Lecture Notes in Computer Science, vol. 3776, pp. 640-644, 2005.

33.  K.-J. Kim and S.-B. Cho, "DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm, " Lecture Notes in Computer Science, vol. 3776, pp. 649-653, 2005.

34.  J.-M. Koo and S.-B. Cho, "Effective Intrusion Type Detection with Edit Distance for HMM-based Anomaly Detection System, " Lecture Notes in Computer Science, vol. 3776, pp. 222-228, 2005.

35.  K.-J. Kim, S.-H. Yoo and S.-B. Cho, "Bayesian validation of fuzzy clustering for analysis of Yeast cell cycle data," Lecture Notes in Computer Science , vol. 3683, pp. 777-784, 2005.

36.  H.-J. Min and S.-B. Cho, "Bayesian inference driven Bayesian network architecture for avoiding moving obstacles," Lecture Notes in Computer Science , vol. 3682, pp. 214-211, 2005.

37.  Y.-S. Song, S.-B. Cho, and I.-H. Suh, "Activity-object Bayesian networks for detecting occluded objects in uncertain indoor environment," Lecture Notes in Computer Science, vol. 3683, pp. 937-944, 2005.

38.  S.-J. Han, and S.-B. Cho, "Synthetic character with Bayesian network and behavior network for intelligent smartphone," Lecture Notes in Computer Science , vol. 3681, pp. 737-743, 2005.

39.  S.-S. Lim and S.-B. Cho, "Automatic Construction of Bayesian Networks for Conversational Agent, " Lecture Notes in Computer Science , vol. 3645, pp. 228-237, 2005.

40.  S.-S. Lim and S.-B. Cho, "Language generation for conversational agent by evolution of plan trees with genetic programming, " Lecture Notes in Artificial Intelligence, vol. 3558, pp. 305-315, 2005.

41.  J.-H. Hong and S.-B. Cho, "Cancer prediction using diversity-based ensemble genetic programming," Lecture Notes in Artificial Intelligence, vol. 3558, pp. 294-304, 2005.

42.  K.-J. Kim, J.-O. Yoo and S.-B. Cho, "Robust inference of Bayesian networks using speciated evolution and ensemble," Lecture Notes in Artificial Intelligence, vol. 3488, pp. 92-101, Springer, Berlin, 2005. 5. 25. (SCIE) IF02=0.515

43.  H.-S. Kim, and S.-B.Cho, “Fashion design using interactive genetic algorithm with knowledge-basedencoding,” Knowledge Incorporation in Evolutionary Computation (Studies in Fuzziness and Soft Computing), pp. 411-434, 2004. 10.

44.  J.-H. Hong and S.-B. Cho, "Domain-adaptive conversational agent with two-stage dialogue management," Lecture Notes in Computer Science 3339, pp. 1147-1153, Springer, Berlin, 2004. 12. 4. (SCIE) IF02=0.515　

45.  S.-R. Yang, J.-K. Min and S.-B. Cho, "Agent-based evolutionary labor market model with strategic coalition,"Lecture Notes in Computer Science 3339, pp. 1-13, Springer, Berlin, 2004. 12. 4. (SCIE) IF02=0.515

46.  E.-K. Yun, J.-H. Hong and S.-B. Cho, "Adaptive enhancing of fingerprint image with image characteristics analysis," Lecture Notes in Computer Science 3339, pp. 120-131, Springer, Berlin, 2004. 12. 4. (SCIE) IF02=0.515

47.  S.-J. Han, K.-J. Kim and S.-B. Cho, "Evolutionary learning program's behavior in neural networks for anomaly detection," Lecture Notes in Computer Science 3316, pp. 236-241, Springer, Berlin, 2004. 11. 22. (SCIE) IF02=0.515

48.  S.-B. Cho and S.-J. Han, "Intrusion detection for computer security,"Computationally intelligent hybrid systems: Fusion of soft computing and hard computing, pp. 245-272, 2004. (Etc)

49.  S.-H. Yoo and S.-B. Cho, "Partially evaluated genetic algorithm based on fuzzy c-means algorithm," Lecture Notes in Computer Science 3242, Springer, Berlin, pp. 440-449, 2004. 9. 18. (SCIE) IF02=0.515

50.  K.-M. Kim, S.-S. Lim and S.-B. Cho, "User adaptive answers generation for conversational agent using genetic programming," Lecture Notes in Computer Science 3177, Springer, Berlin, pp. 813-819, 2004. 8. 25. (SCIE) IF02=0.515

51.  H.-J. Min and S.-B. Cho, "Creative 3D designs using interactive genetic algorithm with structured directed graph," Lecture Notes in Computer Science 3157, Springer, Berlin, pp. 391-400, 2004. 8. 9. (SCIE) IF02=0.515

52.  H.-S. Park, S.-H. Yoo and S.-B. Cho, "A fuzzy clustering algorithm for analysis of gene expression profiles," Lecture Notes in Computer Science 3157, Springer, Berlin, pp. 967-968, 2004. 8. 9. (SCIE) IF02=0.515

53.  S.-H. Yoo and S.-B. Cho, "Optimal gene selection for cancer classification with partial correlation and k-nearest neighbor classifier," Lecture Notes in Computer Science 3157, Springer, Berlin, pp. 713-722 2004. 8. 9. (SCIE) IF02=0.515

54.  J.-H. Hong and S.-B. Cho, "Lymphoma cancer classification using genetic programming with SNR features," Lecture Notes in Computer Science 3003, Springer, Berlin, pp. 78-88, 2004. 4. 5. (SCIE) IF02=0.515

55.  K.-J. Kim and S.-B. Cho, "BN+BN: Behavior network with Bayesian network for intelligent agent," Lecture Notes in Computer Science 2903, Springer, Berlin, pp. 208-220, 2003. (SCIE)　IF02=0.515

56.  S.-J. Han and S.-B. Cho, "Combining multiple host-based detectors using decision tree," Lecture Notes in Computer Science 2903, Springer, Berlin,  pp. 208-220, 2003. (SCIE) IF02=0.515

57.  E.-K. Yun and S.-B. Cho, "Learning action selection network of intelligent agent," Lecture Notes in Computer Science 2903, Springer, Berlin, pp. 578-589, 2003. (SCIE) IF02=0.515

58.  S.-R. Yang and S.-B. Cho, "Evolutionary learning of multiagents using strategic coalition in IPD game," Lecture Notes in Computer Science 2891, Springer, Berlin, pp. 50-61, 2003. (SCIE) IF02=0.515

59.  J.-M. Koo and S.-B. Cho, "Viterbi algorithm for intrusion type identification in anomaly detection system," Lecture Notes in Computer Science 2908, Springer, Berlin, pp. 97-110, 2003. (SCIE) IF02=0.515

60.  S.-B. Cho and S.-J. Han, "Two sophisticated techniques to improve HMM-based intrusion detection system," Lecture Notes in Computer Science 2820, Springer, Berlin, pp. 207-219, 2003. (SCIE) IF02=0.515

61.  H.-H. Won and S.-B. Cho, "Neural network ensemble with negatively correlated features for cancer classification," Lecture Notes in Computer Science 2714, Springer, Berlin, pp. 1143-1150, 2003. (SCIE) IF02=0.515

62.  C.-H. Park and S.-B. Cho, "Evolutionary computation for optimal ensemble classifier in Lymphoma cancer," Lecture Notes in Computer Science 2871, Springer, Berlin, pp. 521-530, 2003. (SCIE) IF02=0.515

63.  S.-B. Cho and F. E. Pollick, "Toward person authentication with point light display using neural network ensembles," Lecture Notes in Computer Science 2688, Springer, Berlin, pp. 878-885, 2003. (SCIE) IF02=0.515

64.  S.-B. Cho and J.-H. Lee, "Learning neural network ensemble for practical text classification," Lecture Notes in Computer Science 2690, Springer, Berlin, pp. 1032-1036, 2003. (SCIE) IF02=0.515

65.  E.-K. Yun and S.-B. Cho, "Learning classifier system for generating various types of dialogues in conversational agent," Lecture Notes in Computer Science 2690, Springer, Berlin, pp. 84-88, 2003. (SCIE) IF02=0.515

66.  J.-H. Hong and S.-B. Cho, "A two-stage bayesian network for effective development of conversational agent," Lecture Notes in Computer Science 2690, Springer, Berlin, pp. 1-9, 2003. (SCIE) IF02=0.515

67.  K.-H. Lee, Y.-C. Choy, and S.-B. Cho, "Structure analysis and generation for internet documents," Intelligent Exploration on the Web (P. S. Szczepaniak, J. Segovia, J. Kacprzyk, L. A. Zadeh. eds.). Springer-Verlag, Feb 2003. (etc)

68.  S.-B. Cho, "Pattern classification for biological data mining," Softcomputing Approach to Pattern Recognition and Image Processing, The World Scientific Publishing Co. Pte, Singapore, pp. 329-345, 2002.

69.  K.-H. Lee, Y.-C. Choy, S.-B. Cho, X. Tang and V. McCray, " Document reverse engineering: From paper to XML," Lecture Notes in Computer Science 2423 , Springer, Berlin, pp. 503-506, 2002. (SCIE) IF02=0.515

70.  K.-J. Kim and S.-B. Cho, "Software agents for automated evaluation of internet business," Agent-Based Approaches in Economics and Social Complex Systems, pp. 254-261, 2002.

71.  K.-J. Kim and S.-B. Cho, "Checkers strategy evolution with speciated neural networks," Lecture Notes in Computer Science 2417 , Springer, Berlin, pp. 599, Springer 2002. (SCIE)

72.  H.-J. Park and S.-B. Cho, "An effective HMM-based Intrusion detection system with privilege change event modeling," Lecture Notes in Computer Science 2417 , Springer, Berlin, pp. 617-618, Springer 2002.(SCIE) IF02=0.515

73.  J.-W. Ryu and S.-B. Cho, "Towards optimal feature and classifier for gene expression classification of cancer, " Lecture Notes in Computer Science 2275, Springer, Berlin, pp. 310-317, Springer 2002.(SCIE) IF02=0.515

74.  Y.-C. Kim, S.-B. Cho and S.-R. Oh, "The dempster-shafer approach to map-building for an autonomous mobile robot with fuzzy controller, " Lecture Notes in Computer Science 2275, Springer, Berlin, pp. 40-46, Springer 2002. (SCIE) IF02=0.515

75.  S.-B. Cho, "Cooperative co-evolution of multi-agents," Lecture Notes in Computer Science 2253, Springer, Berlin, pp. 185-194, Springer 2001.(SCIE) IF02=0.515

76.  K.-J. Kim and S.-B. Cho, "Conceptual information extraction with link-based search, " Lecture Notes in Computer Science 2198, Springer, Berlin, pp. 367-372, Springer 2001. (SCIE) IF02=0.515

77.  S.-I. Lee, C. Sung and S.-B. Cho, "An effective conversational agent with user modeling based on bayesian network, " Lecture Notes in Computer Science 2198, Springer, Berlin, pp. 428-432, Springer 2001. (SCIE) IF02=0.515

78.  J.-H. Choy and S.-B. Cho, "Anomaly detection of computer usage using artificial intelligence techniques, " Lecture Notes in Computer Scinece 2112, pp. 31-43, Springer 2001.(SCI) IF02=0.515

79.  H.-D. Kim and S.-B. Cho, "Application of self-organizing maps to classification and browsing of FAQ E-mails, " Lecture Notes in Computer Science 2112, Springer, Berlin, pp. 44-55, Springer 2001. (SCIE) IF02=0.515

80.  H.-D. Kim, J.-H. Ahn and S.-B. Cho, "Conceptual classification and browsing of internet FAQs using self-organizing neural networks," Lecture Note in Artificial Intelligence, vol. 1886, p. 830, 2000. (SCIE) IF02=0.515

81.  J. Choy and S.-B. Cho, "Intrusion detection by combining multiple hidden Markov models," Lecture Note in Artificial Intelligence, vol. 1886, pp. 829, 2000. (SCIE)

82. H.-S. Kim and S.-B. Cho, "Genetic algorithm with knowledge-based encoding for interactive fashion design," Lecture Note in Artificial Intelligence, vol. 1886, pp. 404-414, 2000. (SCIE)

83.  H.-G. Kim and S.-B. Cho, "Evolutionary computation to information retrieval based on user preference," S.-B. Cho (Eds.), Practical Applications of Soft Computing in Engineering, pp. 167-181, World Scientific Pub., 2001.

84.  J.-Y. Lee and S.-B. Cho, "Wavelet encoding for interactive genetic algorithm in emotional image retrieval," C. Hsu (Eds.), Advanced Signal Processing Technology by Soft Computing, pp. 225-239, World Scientific Pub., 2001.

85.  S.-B. Cho, "Artificial life technology for adaptive information processing," Future Directions of Intelligent Systems and Information Sciences, N. Kasabov (Eds.), 2000.

86.  Y.-G. Seo and S.-B. Cho, "An evolutionary study on cooperation in N-person Iterated Prisoner's Dilemma Game," Lecture Notes in Artificial Intelligence, vol. 1585, Springer-Verlag, 1999.

87.  S.-B. Cho and K. Shimohara, "Grammatical development of evolutionary modular neural networks," Lecture Notes in Artificial Intelligence, vol. 1585, Springer-Verlag, 1999.

88.  S.-B. Cho and J.-Y. Lee, "Emotional image retrieval with interactive evolutionary computation," Advances in Soft Computing-Engineering Design and Manufacturing, R. Roy, T. Furuhashi and P.K. Chawdhry (Eds.), Springer-Verlag, London, 1999. (ISBN 1-85233-062-7)

89.  Sung-Bae Cho and Seung-Ik Lee, "Hybrid evolutionary learning of fuzzy logic and genetic algorithm," Lecture Notes in Computer Science 1285, Springer, Berlin, pp. 206-215, Springer-Verlag, 1997. 1.(SCIE) IF02=0.515

90.  S.-B. Cho and S.-I. Lee, "Hybrid evolutionary learning of fuzzy logic and genetic algorithm," Lecture Notes in Artificial Intelligence, Springer-Verlag, vol. 1285, pp. 206--215, 1997.

91.  J. Newman, B.J. Baars and S.-B. Cho, "A neurocognitive model for consciousness and attention," S. O'Nuallain, P. McKevitt and E.M. Aogain (Eds), Two Sciences of Mind, John Benjamins Pub., pp. 393-417, 1997.

92.  S.-B. Cho, "A neuro-fuzzy architecture for high performance classification," Lecture Notes in Artificial Intelligence, Springer-Verlag, vol. 1011, pp. 67-84, 1995.