Sung-Bae Cho

Research output

Research output per year 1990 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2019 2020 2021 2022 2023

• 246 Conference contribution
• 188 Article
• 44 Paper
• 17 Conference article
• 38 More
  • 16 Editorial
  • 13 Chapter
  • 5 Review article
  • 1 Book
  • 1 Foreword/postscript
  • 1 Comment/debate
  • 1 Letter

Research output per year

Research output per year

Search results

• 2017

  Offensive Sentence Classification Using Character-Level CNN and Transfer Learning with Fake Sentences

  Seo, S. & Cho, S. B., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Zhao, D., El-Alfy, E-S. M., Liu, D., Xie, S. & Li, Y. (eds.). Springer Verlag, p. 532-539 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10635 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Imbalance 50%
  • Classification 25%
  • Training Data 25%
  5 Citations (Scopus)

• Stochastic and non-stochastic feature selection

  Tallón-Ballesteros, A. J., Correia, L. & Cho, S. B., 2017, Intelligent Data Engineering and Automated Learning – IDEAL 2017 - 18th International Conference, Proceedings. Yin, H., Zhang, M., Wen, Y., Cai, G., Gu, T., Tallon-Ballesteros, A. J., Du, J., Gao, Y. & Chen, S. (eds.). Springer Verlag, p. 592-598 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10585 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Feature Selection 100%
  • Classes 66%
  • Procedures 66%
  • Computational Cost 33%
  • Preprocessing 33%
  6 Citations (Scopus)

• Visual tools to lecture data analytics and engineering

  Cho, S. B. & Tallón-Ballesteros, A. J., 2017, Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings. Ferrandez Vicente, J. M., Toledo Moreo, J., Alvarez-Sanchez, J. R., de la Paz Lopez, F. & Adeli, H. (eds.). Springer Verlag, p. 551-558 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10338 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Tool 100%
  • Side 40%
  • Data Mining 20%
  • Machine Learning 20%
  • State 20%
  5 Citations (Scopus)
• 2016

  A context-aware keyboard generator for smartphone using random forest and rule-based system

  Jo, S. M. & Cho, S. B., 2016, Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Proceedings. Martinez-Alvarez, F., Troncoso, A., Quintian, H. & Corchado, E. (eds.). Springer Verlag, p. 91-101 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9648).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Keyboard 100%
  • Smartphones 80%
  • Random Decision Forest 60%
  • User 60%
  • Behavior Pattern 60%
  1 Citation (Scopus)

• A group emotion control system based on reinforcement learning

  Kim, K. H. & Cho, S. B., 2016 Jun 15, Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. Koppen, M., Muda, A. K., Ma, K., Xue, B., Takagi, H. & Abraham, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 303-307 5 p. 7492826. (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensory Stimulus 100%
  • Reinforcement Learning 100%
  • Domain Knowledge 50%
  • Simulation Mode 50%
  • Learning Approach 50%
  1 Citation (Scopus)

• Analysis of an intention-response model inspired by brain nervous system for cognitive robot

  Yu, J. M. & Cho, S. B., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Doya, K., Ikeda, K., Lee, M., Hirose, A., Ozawa, S. & Liu, D. (eds.). Springer Verlag, p. 168-176 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9947 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulation Mode 100%
  • Robot 100%
  • User 66%
  • Hierarchical Task Network 33%
  • External Stimulus 33%

• A sensory control system for adjusting group emotion using Bayesian networks and reinforcement learning

  Kim, J. H., Kim, K. H. & Cho, S. B., 2016, Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Proceedings. Martinez-Alvarez, F., Troncoso, A., Quintian, H. & Corchado, E. (eds.). Springer Verlag, p. 377-388 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9648).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Emotion 100%
  • Groups 50%
  • Control 37%
  • Control System 25%
  • Stimulus Control 25%
  4 Citations (Scopus)

• Automatic generation of GUI for smartphone IME by classifying user behavior patterns

  Jo, S. M. & Cho, S. B., 2016 Jun 15, Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. Koppen, M., Muda, A. K., Ma, K., Xue, B., Takagi, H. & Abraham, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 294-297 4 p. 7492824. (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User 100%
  • Smartphones 40%
  • Graphical User Interface 40%
  • Android 20%
  • Automatic Generation 20%
  1 Citation (Scopus)

• Optimal partial filters of EEG signals for shared control of vehicle

  Huh, W. G. & Cho, S. B., 2016 Jun 15, Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. Koppen, M., Muda, A. K., Ma, K., Xue, B., Takagi, H. & Abraham, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 290-293 4 p. 7492823. (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vehicle Control 100%
  • References 100%
  • Active Research 33%
  • Filtering Method 33%
  • Computer Interface 33%
  3 Citations (Scopus)

• Predicting group emotion in kindergarten classes by modular Bayesian networks

  Cho, S. B. & Kim, J. H., 2016 Jun 15, Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. Koppen, M., Muda, A. K., Ma, K., Xue, B., Takagi, H. & Abraham, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 298-302 5 p. 7492825. (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bayesian Networks 100%
  • Emotion 75%
  • Classes 50%
  • Kindergarten 50%
  • Collected Data 25%
  2 Citations (Scopus)

• Predicting the success of bank telemarketing using deep convolutional neural network

  Kim, K. H., Lee, C. S., Jo, S. M. & Cho, S. B., 2016 Jun 15, Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015. Koppen, M., Muda, A. K., Ma, K., Xue, B., Takagi, H. & Abraham, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 314-317 4 p. 7492828. (Proceedings of the 2015 7th International Conference of Soft Computing and Pattern Recognition, SoCPaR 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Convolutional Neural Networks 100%
  • Classification (Machine Learning) 50%
  • Simulation Mode 50%
  • Deep Neural Network 50%
  • Speech Recognition 25%
  16 Citations (Scopus)

• Prediction of bank telemarketing with co-training of mixture-of-experts and MLP

  Yu, J. M. & Cho, S. B., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Ikeda, K., Lee, M., Hirose, A., Ozawa, S., Doya, K. & Liu, D. (eds.). Springer Verlag, p. 52-59 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Personal Information 100%
  • Financial Data 100%
  • Algorithms 50%
  • Prediction Model 50%
  • Real World 50%
  2 Citations (Scopus)
• 2015

  A dining context-aware system with mobile and wearable devices

  Kim, K. H. & Cho, S. B., 2015 Dec 22, Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. Atzori, L., Jin, X., Jarvis, S., Liu, L., Calvo, R. A., Hu, J., Min, G., Georgalas, N. & Wu, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2381-2386 6 p. 7363398. (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Contexts 100%
  • Simulation Mode 22%
  • Mobile Device 22%
  • User 22%
  • Sensor 22%
  2 Citations (Scopus)

• A low-power context-aware system for smartphone using hierarchical modular bayesian networks

  Yu, J. M. & Cho, S. B., 2015, Hybrid Artificial Intelligent Systems - 10th International Conference, HAIS 2015, Proceedings. Quintián, H., Corchado, E., Onieva, E., Santos, I. & Osaba, E. (eds.). Springer Verlag, p. 543-554 12 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 9121).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Contexts 100%
  • User 75%
  • Smartphones 50%
  • Bayesian Networks 50%
  • Sensor 50%
  4 Citations (Scopus)

• A smartphone management method to save battery using Bayesian networks and fuzzy system

  Kim, J. H. & Cho, S. B., 2015 Dec 22, Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. Atzori, L., Jin, X., Jarvis, S., Liu, L., Calvo, R. A., Hu, J., Min, G., Georgalas, N. & Wu, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1274-1279 6 p. 7363233. (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Control 100%
  • Contexts 100%
  • Bayesian Networks 66%
  • Accuracy 66%
  • Collected Data 33%

• Deep convolutional neural networks for human activity recognition with smartphone sensors

  Ronao, C. A. & Cho, S. B., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Springer Verlag, p. 46-53 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensor 100%
  • Smartphones 60%
  • Convolutional Neural Network 60%
  • Activity Recognition 60%
  • Human Activity 60%
  104 Citations (Scopus)

• Edge Preserving Region Growing for Aerial Color Image Segmentation

  Subudhi, B. N., Patwa, I., Ghosh, A. & Cho, S. B., 2015, Intelligent Computing, Communication and Devices - Proceedings of ICCD 2014. VOLUME 2 ed. Springer Verlag, p. 481-488 8 p. (Advances in Intelligent Systems and Computing; vol. 309 AISC, no. VOLUME 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Segmentation 100%
  • Image Segmentation 66%
  • Segmentation Technique 66%
  • Segmented Result 33%
  • Design 33%
  12 Citations (Scopus)

• Efficient Microarray Data Classification with Three-Stage Dimensionality Reduction

  Dash, R., Misra, B. B., Dehuri, S. & Cho, S. B., 2015, Intelligent Computing, Communication and Devices - Proceedings of ICCD 2014. VOLUME 1 ed. Springer Verlag, p. 805-812 8 p. (Advances in Intelligent Systems and Computing; vol. 308 AISC, no. VOLUME 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Microarray Data 100%
  • Microarray 100%
  • Gene 75%
  • Classification 50%
  • Noise-to-Signal Ratio 50%
  5 Citations (Scopus)

• Mining SQL queries to detect anomalous database access using random forest and PCA

  Ronao, C. A. & Cho, S. B., 2015, Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Proceedings. Lee, C-H., Kim, Y., Kwon, Y. S., Kim, J. & Ali, M. (eds.). Springer Verlag, p. 151-160 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Random Decision Forest 100%
  • Component Analysis 100%
  • Principal Component 100%
  • Structured Query Language 66%
  • Database 66%
  12 Citations (Scopus)

• Modeling and analysis of agent-based labor market

  Yu, J. M. & Cho, S. B., 2015, 10th International Conference on Soft Computing Models in Industrial and Environmental Applications. Herrero, A., Baruque, B., Sedano, J., Quintian, H. & Corchado, E. (eds.). Springer Verlag, p. 215-226 12 p. (Advances in Intelligent Systems and Computing; vol. 368).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Company 100%
  • Workers 100%
  • Enterprise 100%
  • Wages 25%
  • Strategy 25%

• Random forests with weighted voting for anomalous query access detection in relational databases

  Ronao, C. A. & Cho, S. B., 2015, Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings. Tadeusiewicz, R., Zadeh, L. A., Rutkowski, L., Korytkowski, M., Scherer, R. & Zurada, J. M. (eds.). Springer Verlag, p. 36-48 13 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 9120).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Random Decision Forest 100%
  • Relational Database 40%
  • Database 40%
  • Intrusion Detection System 20%
  • Superior Performance 20%
  15 Citations (Scopus)
• 2014

  A brain-computer interface for shared vehicle control on TORCS car racing game

  Kim, D. & Cho, S. B., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Institute of Electrical and Electronics Engineers Inc., p. 550-555 6 p. 6975894. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vehicle Control 100%
  • Computer Interface 75%
  • User 75%
  • Classification 25%
  • Classification Problem 25%
  6 Citations (Scopus)

• A hybrid recommender system based on AHP that awares contexts with Bayesian networks for smart TV

  Quan, J. C. & Cho, S. B., 2014, Hybrid Artificial Intelligence Systems - 9th International Conference, HAIS 2014, Proceedings. Springer Verlag, p. 527-536 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8480 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Programs 100%
  • User 71%
  • Bayesian Networks 57%
  • Analytic Hierarchy Process 42%
  • Accuracy 42%
  9 Citations (Scopus)

• Context-aware smartphone application category recommender system with modularized bayesian networks

  Rho, W. H. & Cho, S. B., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Institute of Electrical and Electronics Engineers Inc., p. 775-779 5 p. 6975935. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Contexts 100%
  • Application 60%
  • User 60%
  • Smartphones 40%
  • Bayesian Networks 40%
  7 Citations (Scopus)

• Human activity recognition using smartphone sensors with two-stage continuous hidden markov models

  Ronao, C. A. & Cho, S. B., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Institute of Electrical and Electronics Engineers Inc., p. 681-686 6 p. 6975918. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hidden Markov Models 100%
  • Datum 66%
  • Classification 50%
  • Procedure 50%
  • Human Activity 33%
  105 Citations (Scopus)

• Intention-response model based on mirror neuron and theory of mind

  Chae, Y. J. & Cho, S. B., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Institute of Electrical and Electronics Engineers Inc., p. 384-389 6 p. 6975866. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User 100%
  • Simulation Mode 50%
  • Networks 50%
  • External Stimulus 25%
  • Usability 25%
  1 Citation (Scopus)

• Modular dynamic bayesian network based on markov boundary for emotion prediction in multi-sensory environment

  Yang, K. M. & Cho, S. B., 2014, 2014 10th International Conference on Natural Computation, ICNC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1131-1136 6 p. 6976000. (2014 10th International Conference on Natural Computation, ICNC 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Bayesian Network 100%
  • Sensory Stimulus 50%
  • Computational Time 50%
  • Computer Interaction 50%
  • Average Accuracy 50%
  2 Citations (Scopus)

• Office delivery robot controlled by modular behavior selection networks with planning capability

  Lee, Y. S. & Cho, S. B., 2014, Informatics in Control, Automation and Robotics - 9th International Conference, ICINCO 2012, Revised Selected Papers. Ferrier, J-L., Bernard, A., Gusikhin, O. & Madani, K. (eds.). Springer Verlag, p. 103-113 11 p. (Lecture Notes in Electrical Engineering; vol. 283).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Networks 100%
  • Robot 100%
  • Mobile Robot 50%
  • Experimental Result 25%
  • Office Environment 25%

• Planning-driven behavior selection network for controlling a humanoid robot

  Chae, Y. J. & Cho, S. B., 2014 Sept 3, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 4244-4250 7 p. 6889922. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robot 100%
  • Humanoid Robots 50%
  • Networks 50%
  • User 50%
  • Control 33%

• Recognizing Semantic Locations from Smartphone Log with Combined Machine Learning Techniques

  Xu, H. & Cho, S. B., 2014, Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014. Zheng, Y., Thulasiraman, P., Apduhan, B. O., Nakamoto, Y., Ning, H. & Sun, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 66-71 6 p. 7306935. (Proceedings - 2014 IEEE International Conference on Ubiquitous Intelligence and Computing, 2014 IEEE International Conference on Autonomic and Trusted Computing, 2014 IEEE International Conference on Scalable Computing and Communications and Associated Symposia/Workshops, UIC-ATC-ScalCom 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Semantics 100%
  • Smartphones 66%
  • Smartphone 66%
  • Nearest Neighbour 33%
  • Decision Trees 33%
  3 Citations (Scopus)
• 2013

  A HMM-based location prediction framework with location recognizer combining k-nearest neighbor and multiple decision trees

  Kim, Y. J. & Cho, S. B., 2013, Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Proceedings. p. 618-628 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8073 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User 100%
  • Nearest Neighbour 50%
  • Hidden Markov Models 50%
  • Prediction Framework 50%
  • Decision Trees 50%
  16 Citations (Scopus)

• An effective retrieval method with semantic networks for mobile life-log of smartphones

  Xu, H. & Cho, S. B., 2013, Neural Information Processing - 20th International Conference, ICONIP 2013, Proceedings. PART 2 ed. p. 753-760 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8227 LNCS, no. PART 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Semantic Network 100%
  • Smartphones 80%
  • Semantic Relation 40%
  • Life Experience 20%
  • Computer 20%

• A recurrent neural network with non-gesture rejection model for recognizing gestures with smartphone sensors

  Lee, M. C. & Cho, S. B., 2013, Pattern Recognition and Machine Intelligence - 5th International Conference, PReMI 2013, Proceedings. p. 40-46 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8251 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Sensor 100%
  • Long Short-Term Memory Network 66%
  • Smartphones 50%
  • Gesture Recognition 50%
  • Smartphone 50%
  3 Citations (Scopus)

• Evolutionary conditions for the emergence of robotic theory of mind with multiple goals

  Kim, K. J., Eo, K. Y., Jung, Y. R., Kim, S. O. & Cho, S. B., 2013, Proceedings of the 2013 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, RiiSS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 43-49 7 p. 6607928. (Proceedings of the 2013 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, RiiSS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robotic Theory 100%
  • Algorithm 66%
  • Robot 66%
  • Internal State 33%
  • Functions 33%
  3 Citations (Scopus)

• KeyGraph-based social network generation for mobile context sharing

  Lee, M. C., Lee, Y. S. & Cho, S. B., 2013, Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013. p. 2002-2006 5 p. 6682385. (Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • User 100%
  • Contexts 80%
  • Social Network 60%
  • Links 60%
  • Personal Information 40%
  1 Citation (Scopus)

• Mixture kernel radial basis functions neural networks for web log classification

  Kumar, D. C. S., Kumar, P. M., Satchidananda, D. & Sung-Bae, C., 2013, Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications, FICTA 2012. Springer Verlag, p. 1-9 9 p. (Advances in Intelligent Systems and Computing; vol. 199 AISC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Radial Basis Function 100%
  • Kernel 80%
  • Classification 60%
  • User 60%
  • Simulation Mode 40%

• P300 BCI based planning behavior selection network for humanoid robot control

  Yun, S. J., Lee, M. C. & Cho, S. B., 2013, Proceedings - 2013 9th International Conference on Natural Computation, ICNC 2013. IEEE Computer Society, p. 354-358 5 p. 6818000. (Proceedings - International Conference on Natural Computation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Networks 100%
  • Computer Interface 80%
  • User 80%
  • Humanoid Robots 60%
  • Systems Planning 40%
  6 Citations (Scopus)

• Probabilistic modeling for context-aware service in Smart TV

  Yang, K. M. & Cho, S. B., 2013, Proceedings - 4th International Conference on Intelligent Systems, Modelling and Simulation, ISMS 2013. p. 78-83 6 p. 6498240. (Proceedings - International Conference on Intelligent Systems, Modelling and Simulation, ISMS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Service 100%
  • Contexts 50%
  • Bayesian Networks 33%
  • Functions 33%
  • Subjective Test 16%
  4 Citations (Scopus)

• Replay-based strategy prediction and build order adaptation for StarCraft AI bots

  Cho, H. C., Kim, K. J. & Cho, S. B., 2013, 2013 IEEE Conference on Computational Intelligence in Games, CIG 2013. 6633666. (IEEE Conference on Computatonal Intelligence and Games, CIG).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Artificial Intelligence 100%
  • Experimental Result 50%
  • Relationships 50%
  • Computer 50%
  25 Citations (Scopus)

• STRIPS planning with modular behavior selection networks for smart home agents

  Yang, K. M. & Cho, S. B., 2013, Proceedings - IEEE 10th International Conference on Ubiquitous Intelligence and Computing, UIC 2013 and IEEE 10th International Conference on Autonomic and Trusted Computing, ATC 2013. p. 301-307 7 p. 06726223. (Proceedings - IEEE 10th International Conference on Ubiquitous Intelligence and Computing, UIC 2013 and IEEE 10th International Conference on Autonomic and Trusted Computing, ATC 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Networks 100%
  • Systems Planning 28%
  • Computation 28%
  • Service 28%
  • User 28%
  2 Citations (Scopus)
• 2012

  Automatic image tagging using two-layered Bayesian networks and mobile data from smart phones

  Lee, Y. S. & Cho, S. B., 2012, 10th International Conference on Advances in Mobile Computing and Multimedia, MoMM 2012 - Proceedings. p. 39-46 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bayesian Networks 100%
  • Collected Data 50%
  • Mobile Environment 50%
  • Simulation Mode 50%
  • Multimedia Content 50%
  2 Citations (Scopus)

• Dynamic quest plot generation using Petri net planning

  Lee, Y. S. & Cho, S. B., 2012, Proceedings - WASA 2012: Workshop at SIGGRAPH Asia 2012. p. 47-52 6 p. (Proceedings - WASA 2012: Workshop at SIGGRAPH Asia 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generation 100%
  • Petri Nets 75%
  • Design 50%
  • Commercial Game 25%
  6 Citations (Scopus)

• Fusion of modular Bayesian networks for context-aware decision making

  Lee, S. H. & Cho, S. B., 2012, Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Proceedings. PART 1 ed. p. 375-384 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7208 LNAI, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bayesian Networks 100%
  • Contexts 40%
  • Experimental Result 20%
  • Decision-Making 20%
  • Scalability 20%
  5 Citations (Scopus)

• Generating diverse behaviors of evolutionary robots with speciation for theory of mind

  Yi, S. H. & Cho, S. B., 2012, Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Proceedings. p. 491-500 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7673 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robot 100%
  • Distance Measure 33%
  • Robotics 11%
  • Euclidean Distance 11%
  • Control 11%

• Hierarchical planning of modular behaviour networks for office delivery robot

  Yoon, J. W. & Cho, S. B., 2012, ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics. p. 14-20 7 p. (ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robot 100%
  • Networks 80%
  • Planning Method 40%
  • Experimental Result 20%
  • Office Environment 20%

• Interactive differential evolution for image enhancement application in smart phone

  Lee, M. C. & Cho, S. B., 2012, 2012 IEEE Congress on Evolutionary Computation, CEC 2012. 6256653. (2012 IEEE Congress on Evolutionary Computation, CEC 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Differential Evolution 100%
  • User 33%
  • Image Enhancement 33%
  • Subjective Test 16%
  • Mobile Application 16%
  15 Citations (Scopus)

• Mobile gesture recognition using hierarchical recurrent neural network with Bidirectional Long Short-Term Memory

  Lee, M. C. & Cho, S. B., 2012, UBICOMM 2012 - 6th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies. p. 138-141 4 p. (UBICOMM 2012 - 6th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Smartphones 100%
  • Gesture Recognition 100%
  • Recurrent Neural Network 100%
  • Long Short-Term Memory Network 100%
  • Accuracy 100%
  3 Citations (Scopus)

• Solving graph coloring problem by fuzzy clustering-based genetic algorithm

  Lee, Y. S. & Cho, S. B., 2012, Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Proceedings. p. 351-360 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7673 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graph Coloring 100%
  • Fuzzy Clustering 66%
  • Combinatorial Optimization Problem 66%
  • Genetic Algorithm 33%
  • Research Worker 33%
  4 Citations (Scopus)

• Space recognition in multi-floor building environment

  Park, S., Cho, S. & Kim, Y., 2012, 2012 9th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2012. p. 439-441 3 p. 6463034. (2012 9th International Conference on Ubiquitous Robots and Ambient Intelligence, URAI 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Floors 100%
  • Robot 100%
  • Environment 75%
  • Space Group 50%
  • Service 50%
• 2011

  Activity recognition based on wearable sensors using selection/fusion hybrid ensemble

  Min, J. K. & Cho, S. B., 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest. p. 1319-1324 6 p. 6083808. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Classification (Machine Learning) 100%
  • Activity Recognition 50%
  • Wearable Systems 50%
  • Mobile Sensor 25%
  • Computational Cost 25%
  30 Citations (Scopus)