International Journal
2024
H.-J. Moon and S.-B. Cho. , "Exploring Implicit Biological Heterogeneity in ASD Diagnosis Using a Multi-Head Attention Graph Neural Network," Journal of Integrative Neuroscience, 2024. (SCIE) (IF: 2.5)
Shruti Mishra, Sandeep Kumar Satapathy, SB Cho and et al. , "Advancing COVID-19 poverty estimation with satellite imagery-based deep learning techniques: a systematic review," Spatial Information Research, 2024. (SCIE) (IF: 2.4)
S.C. Nayak, S. Dehuri, and S.B. Cho, "Expediting Prediction Accuracy with Exploration and Incorporation of Virtual Data," SN Computer Science, 2024. (SCIE) (IF: 3.78)
S. Mishra, S.K. Satapathy, S.B. Cho and et al., "Advancing COVID-19 poverty estimation with satellite imagery-based deep learning techniques: a systematic review," Spatial Information Research, 2024. (SCIE) (IF: 2.4)
R.I. Kee, D. Nam, S.J. Buu and S.B. Cho, "Disentangled Prototypical Convolutional Network for Few-shot Learning in In-vehicle Noise Classification," IEEE Access, 2024. (SCIE) (IF: 3.9)
S.C. Nayak, S. Dehuri and S.B. Cho, "An evolutionary functional link artificial neural network for assessment of compressive strength of concrete structures," Ain Shams Engineering Journal, vol.15, pp.102462, 2024. (SCIE) (IF: 6.0)
I. Agarwal, S.K. Satapathy, S.B. Cho and et al., "Enhancing Road Safety and Cybersecurity in Traffic Management Systems: Leveraging the Potential of Reinforcement Learning," IEEE Access, vol. 12, pp. 9963-9975, 2024. (SCIE) (IF: 5.779)
S.C. Nayak, S. Dehuri and S.B. Cho, "Elitist-opposition-based artificial electric field algorithm for higher-order neural network optimization and financial time series forecasting," Financial Innovation, vol.10, pp.5, 2024 (SCIE) (IF: 8.4)
2023
J.M. Górriz, I. Álvarez-Illán, S.B. Cho and et al. ,"Computational approaches to Explainalbe Artificial Intelligence: Advances in theory, applications and trends," Informatic Fusion, vol. 100, pp.101945, 2023. (SCIE) (IF:18.6)
S.-J. Bu and S. B. Cho, "Triplet-trained graph transformer with control flow graph for few-shot malware classification," Information Sciences, vol. 649, pp. 119598, 2023. (SCIE) (IF: 8.1)
S.-J. Bu and S.-B. Cho, "Malware classification with disentangled representation learning of evolutionary triplet network," Neurocomputing, vol. 552, pp. 126534, 2023. (SCIE) (IF: 6.0)
S. C. Nayak, S. Dehuri and S. B. Cho, "An evolutionary functional link artificial neural network for assessment of compressive strength of concrete structures," Ain Shams Engineering Journal, pp. 102462, 2023. (SCIE) (IF: 6.0) (In Press)
S. C. Nayak, S. Das, B. B. Misra and S. B. Cho, "Estimation of compressive strength of concrete cement using random vector functional link networks: a case study," Soft Computing, pp.1-16, 2023. (SCIE) (IF: 4.1)
K.-W. Park and S. B. Cho, "A residual graph convolutional network with spatio-temporal features for autism classification from fMRI brain images," Applied Soft Computing, vol. 142, pp. 110363, 2023. (SCIE) (IF: 8.7)
S. C. Nayak, S. Das, S. Dehuri and S. B. Cho, "An Elitist Artificial Electric Field Algorithm Based Random Vector Functional Link Network for Cryptocurrency Prices Forecasting," IEEE Access, vol. 11, pp. 57693-57716, 2023. (SCIE) (IF: 5.779)
H.-J. Moon, S.-J. Bu and S.-B. Cho, "A graph convolution network with subgraph embedding for mutagenic prediction in aromatic hydrocarbons," Neurocomputing, vol. 530, pp. 60-68, 2023. (SCIE) (IF: 6.0)
G.-B. Jang, and S.-B. Cho, "Multi-Instance Attention Network for Anomaly Detection from Multivariate Time Series," Cybernetics and Systems, vol. 55, no. 6, pp. 1417–1440, 2023. (SCIE) (IF: 1.1)
2022
G.-B. Jang and S.-B. Cho, "Cross-domain adaptation using domain interpolation for rotating machinery fault diagnosis," IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-17, 2022. (SCIE) (IF: 5.332)
S. C. Nayak and S. B. Cho, "Intelligent Financial Forecasting With an Improved Chemical Reaction Optimization Algorithm Based Dendritic Neuron Model ", IEEE Access, vol. 10, pp. 130921-130943 , 2022. (SCIE) (IF: 3.9)
J.-Y. Kim and S.-B. Cho, "Ensemble of diverse deep neural networks with pseudo-labels for repayment prediction in social lending," Science Progress,vol. 105, no. 3, pp. 1-18, 2022. (SCIE) (IF: 1.512)
E. Garc?a, M. Villar, M. F??ez, J. R.Villar, E, de la Cal, and S.-B. Cho, "Towards effective detection of elderly falls with CNN-LSTM neural networks," Neurocomputing,vol. 500, pp. 231-240, 2022. (SCIE) (IF: 5.719)
J.-Y. Kim and S.-B. Cho, "An information theoretic approach to reducing algorithmic bias for machine learning," Neurocomputing,vol. 500, pp. 26-38, 2022. (SCIE) (IF: 5.719)
S.-J. Bu, H.-B. Kang, and S.-B. Cho, "Ensemble of deep convolutional learning classifier system based on genetic algorithm for database intrusion detection," Electronics,vol. 11, no. 5, pp. 745, 2022. (SCIE) (IF: 2.397)
G.-M. Go, S.-J. Bu, and S.-B. Cho, "Insider attack detection in database with deep metric neural network with Monte Carlo sampling," Logic Journal of the IGPL, 2022. (SCIE) (IF: 0.861)
J.-Y. Kim and S.-B. Cho, "A deep neural network ensemble of multimodal signals for classifying excavator operations," Neurocomputing, vol. 470, pp. 290-299, 2022. (SCIE) (IF: 5.719)
J.-Y. Kim and S.-B. Cho, "Predicting residential energy consumption by explainable deep learning with long-term and short-term latent variables," Cybernetics and Systems, pp. 1-16, 2022. (SCIE) (IF: 1.879)
J.-Y. Kim and S.-B. Cho, "Obfuscated malware detection using deep generative model based on global/local features," Computers & Security, vol. 112, 2022. (SCIE) (IF: 4.438)
2021
J.-Y. Kim and S.-B. Cho, "Explainable prediction of electric energy demand using a deep autoencoder with interpretable latent space," Expert Systems with Applications, vol. 186, pp. 115842, 2021. (SCIE) (IF: 6.954)
J.-Y. Kim and S.-B. Cho, "A systematic analysis and guidelines of graph neural networks for practical applications," Expert Systems with Applications, vol. 184, pp. 115466, 2021. (SCIE) (IF: 6.954)
T.-Y. Kim and S.-B. Cho, "Optimizing CNN-LSTM Neural Networks with PSO for anomalous query access control," Neurocomputing, vol. 456, pp. 666-677, 2021. (SCIE) (IF: 5.719)
K.-J. Kim and S.-B. Cho, "Inference of other's minds with limited information in evolutionary robotics," Int. Journal of Social Robotics, vol. 13, no. 4, pp. 661-676, 2021. (SCIE) (IF: 5.126)
G.-B. Jang and S.-B. Cho, "Cross-domain fault diagnosis of rotating machinery using discriminative feature attention network," IEEE Access, vol. 9, pp. 99781-99793, 2021. (SCIE) (IF: 3.367)
S.-J. Bu and S.-B. Cho, "Deep character-level anomaly detection based on a convolutional autoencoder for zero-day phishing URL detection," Electronics, vol. 10, no. 12, pp. 1492, 2021. (SCIE) (IF: 2.412)
J.-Y. Kim and S.-B. Cho, "Deep CNN transferred from VAE and GAN for classifying irritating noise in automobile," Neurocomputing, vol. 452, pp. 395-403, 2021. (SCIE) (IF: 5.719)
S.-B. Cho and J.-Y. Kim, "Clustered embedding using deep learning to analyze urban mobility based on complex transportation data," PloS one, vol. 16, no. 4, pp. e0249318, 2021. (SCIE) (IF: 3.24)
P. K. Giri, S. S. De, S. Dehuri and S.-B. Cho, "Biogeography based optimization for mining rules to assess credit risk," Intelligent Systems in Accounting, Finance and Management, vol. 28, no. 1, pp. 35-51, 2021.(SCIE) (IF: 1.41)
G.-B. Jang and S.-B. Cho, "Feature space transformation for fault diagnosis of rotating machinery under different working conditions," Sensors, vol. 21, no. 4, pp. 1417 - 1434, 2021. (SCIE) (IF: 3.575)
A.-J. Tallon-Ballesteros and S.-B. Cho, "Extracting salient information from discarded features via attribute selection and pruning," Applied Soft Computing, vol. 101, pp. 107041, 2021. (SCIE) (IF: 6.725)
2020
T. N. Pandey, A. K. Jagadev, S. Dehuri and S.-B. Cho, "A novel Committee Machine and Reviews of Neural Network and Statistical Models for Currency Exchange Rate Prediction: An Experimental Analysis," Journal of King Saud University - Computer and Information Sciences, vol. 32, pp. 987-999, 2020.
P. P. Sarangi, B. S. P. Mishra, S. Dehuri and S.-B. Cho, "An evaluation of ear biometric system based on enhanced Jaya algorithm and SURF descriptors," Evolutionary Intelligence, vol. 13, pp. 443-461, 2020.
S.-J. Bu and S.-B. Cho, "Time series forecasting with multi-headed attention-based deep learning for residential energy consumption," Energies, vol. 13, no. 18, pp. 4722-4738, 2020. (SCIE)(IF:2.702)
B. S. P. Mishra, O. Pandey, S. Dehuri and S.-B. Cho, "Unsupervised functional link artificial neural networks for cluster analysis," IEEE Access, vol. 8, pp. 169215-169228, 2020.
C. S. K. Dash, A. K. Behera, S.-S De and S.-B. Cho, "Building a novel classifier based on teaching learning based optimization and radial basis function neural networks for non-imputed database with irrelevant features," Applied Computing and Informatics, 2020.
S.-G. Choi and S.-B. Cho, "Evolutionary reinforcement learning for adaptively detecting database intrusions," Logic Journal of the IGPL, vol. 28, no. 4, pp. 449-460, 2020. (SCIE) (IF: 0.931)
E. Jove, P. Blanco-Rodriguez, J.L. Casteiro-Roca, H. Quintian, F.J.M. Arboleda, J.A. Lopez-Vazquez, B.A. Rodriguez-Gomez, M.D.C. Meizoso-Lopez, A. Pinon-Pazos, F.J. de cos Juez, S.-B. Cho and J.L. Calvo-Rolle, "Missing data imputation over academic records of electrical engineering students," Logic Journal of the IGPL, vol. 28, no. 4, pp. 487-501, 2020. (SCIE) (IF: 0.931)
W.-S. Shin, S.-J. Bu and S.-B. Cho, "3D-convolutional neural network with generative adversarial network and autoencoder for robust anomaly detection in video surveillance," Int. Journal of Neural Systems,, vol. 40, no. 6, pp. 2050034, 2020. (SCI) (IF: 5.604)
S.-S. De, S. Dehuri and S.-B. Cho, "Research contributions published on betweenness centrality algorithm: modelling to analysis in the context of social networking," Int. Journal of Social Network Mining, vol. 3, no. 1, pp. 1-34, 2020.
S.-G. Choi and S.-B. Cho, "Bayesian networks + reinforcement learning: Controlling group emotion from sensory stimuli," Neurocomputing, vol, 391, pp. 355-364, 2020. (SCIE)(IF:4.072)
2018
J.-M. Yu, and S.-B. Cho, "Sustainable co-training of mixture-of-experts for credit scoring of borrowers in social lending," IDRBT Journal of Banking Technology, vol. 2, no. 2, 2018.
S.-G. Choi, and S.-B. Cho, "Sensor information fusion by integrated AI to control public emotion in a cyber-physical environment," Sensors , vol. 18, no. 11, pp. 3767-3787, 2018. (SCIE)(IF:3.031)
T. N. Pandey, A. K. Jagadev, S. Dehuri, and S.-B. Cho, "A novel committee machine and reviews of neural network and statistical models for currency exchange rate prediction: An experimental analysis," Journal of King Saud University - Computer and Information Sciences , (online first), 2018.
H. Kalia, S. Dehuri, A. Ghosh and S.-B. Cho, "Surrogate-assisted multi-objective genetic algorithms for Fuzzy rule-based classification," International Journal of Fuzzy Systems , (online first), 2018. (SCIE)(IF:3.085)
J.-Y. Kim, S.-J. Bu and S.-B. Cho, "Zero-day malware detection using transferred generative adversarial networks based on deep autoencoders," Information Sciences , vol. 460-461, pp. 83-102, 2018. (SCI)(IF:5.524)
T.-Y. Kim and S.-B. Cho, "Web traffic anomaly detection using C-LSTM neural networks," Expert Systems with Applications, vol. 106, pp. 66-76, 2018. (SCIE)(IF:4.292)
J.-M. Yu and S.-B. Cho, "An evolutionary agent-based framework for modeling and analysis of labor market," Neurocomputing , vol. 271, pp. 84-94, 2018. (SCIE)(IF:4.072)
2017
K. H. Kim and S.-B. Cho, "Modular Bayesian Networks with Low-Power Wearable Sensors for Recognizing Eating Activities," Sensors , vol. 17, no. 12, pp. 1-16, 2017. (SCIE)(IF:2.677)
S.-B. Cho and J.-M. Yu, "Hierarchical modular Bayesian networks for low-power context-aware smartphone," Neurocomputing , (In press). (SCIE)(IF:3.317)
J. K. Pal, S. S. Ray, S.-B. Cho and S. K. Pal, "Fuzzy-Rough Entropy Measure and Histogram Based Patient Selection for miRNA Ranking in Cancer," IEEE/ACM Transactions on Computational Biology and Bioinformatics , online first, 2016. (SCIE)(IF:1.609)
K. Yang and S.-B. Cho, "A context-aware system in Internet of Things using modular Bayesian networks," International Journal of Distributed Sensor Networks , vol. 13, no. 5, pp. 1-18, 2017. (SCIE)(IF:0.906)
K.-J. Kim and S.-B. Cho, "Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining," Softcomputing, vol. 21, no. 4, pp. 1065-1080, 2017. (SCIE)(IF:1.630)
C. A. Ronao and S.-B. Cho, "Recognizing human activities from smartphone sensors using hierarchical continuous hidden Markov models," International Journal of Distributed Sensor Networks, vol. 13, no. 1, 2017. (SCIE)(IF:0.906)
L. A. Cacha, S. Parida, S. Dehuri, S.-B Cho and R. R. Poznanski, "A Fuzzy Integral Method based on the Ensemble of Neural Networks to Analyze fMRI Data for Cognitive State Classication across Multiple Subjects," Journal of Integrative Neuroscience, vol. 15, no. 4, pp. 1-14, 2017. (SCIE)(IF:0.791)
2016
C. A. Ronao and S.-B. Cho, "Anomalous Query Access Detection in RBAC-Administered Databases with Random Forest and PCA," Information Sciences, vol. 369, pp. 238-250, 2016. (SCI)(IF:3.364)
Y.-S. Lee and S.-B. Cho, "Layered hidden Markov models to recognize activity with built-in sensors on Android smartphone," Pattern Analysis and Applications, vol. 19, no. 4, pp. 1-15, 2016. (SCIE)(IF:1.104)
K. Yang and S.-B. Cho, "Towards Sustainable Smart Homes by a Hierarchical Hybrid Architecture of an Intelligent Agent," Sustainability, vol. 8, no. 10, pp. 1181-1193, 2016. (SCIE)(IF:1.343)
C. A. Ronao and S.-B. Cho, "Human activity recognition with smartphone sensors using deep learning neural networks," Expert Systems with Applications, vol. 59, pp. 235-244, 2016. (SCIE)(IF:2.981)
C. S. K. Dash, A. Saran, P. Sahoo, S. Dehuri and S.-B. Cho, "Design of Self-Adaptive and Equilibrium Differential Evolution Optimized Radial Basis Function Neural Network Classifier for Imputed Database," Pattern Recognition Letters, vol. 80, pp. 76-83, 2016. (SCI)(IF:1.586)
J. H. Chan, T. Visutarrom, S.-B. Cho, W. Engchuan, P. Mongolnam and S. Fong, "A Hybrid Approach to Human Posture Classification During TV Watching," Journal of Medical Imaging and Health Informatics, vol. 6, no. 4, pp. 1119-1126, 2016. (SCIE)(IF:0.877)
C. S. K. Dash, A. K. Behera, S. Dehuri and S.-B Cho, "Radial basis function neural networks: a topical state-of-the-art survey," Open Computer Science, vol. 6, no. 1, pp. 33-63, 2016.
H. Kalia, S. Dehuri, A. Ghosh and S.-B. Cho, "On the mining of fuzzy association rule using multi-objective genetic algorithms," International Journal of Data Mining, Modelling and Management vol. 8, no. 1, pp. 1-31, 2016. (Scopus)
S.-B. Cho, "Exploiting machine learning techniques for location recognition and prediction with smartphone logs," Neurocomputing, vol. 176, pp. 98-106, 2016. (SCIE)(IF:2.392)
B. N. Subudhi, S. Ghosh, S.-B. Cho and A. Ghosh, "Integration of fuzzy Markov random field and local information for separation of moving objects and shadows," Information Sciences, vol. 331, pp. 15-31, 2016. (SCI)(IF:3.364)
H. Quintian, E. Corchado, A. Abraham, A. Carvalho, M. Wozniak, V. Snasel and S.-B. Cho, "Recent advancements in hybrid artificial intelligence systems and its application to real-world problems," Neurocomputing vol. 176, pp. 1-2, 2016. (SCIE)(IF:2.392)
S.-S. Lim, S.-H. Lee, and S.-B. Cho, "A modular approach to landmark detection based on a Bayesian network and categorized context logs," Information Sciences, vol. 330, pp. 145-156, 2016. (SCI)(IF:3.364)
2015
S. Parida, S. Dehuri, S.-B. Cho,L. A. Cacha and R. R. Poznanski "A hybrid method for classifying cognitive states from fMRI data," Journal of Integrative Neuroscience, vol. 14, no. 3, pp. 355-368, 2015. (SCIE)(IF:0.935)
S. Parida, S. Dehuri and S.-B. Cho, "Machine learning approaches for cognitive state classification and brain activity prediction: A survey," Current Bioinformatics, vol. 10, no. 4, pp. 344-359, 2015. (SCIE)(IF:1.726)
S. K. Dash, P. Sahoo, S. Dehuri and S.-B. Cho, "An empirical analysis of evolved radial basis function networks and support vector machines with mixture of kernels," International Journal on Artificial Intelligence Tools, vol. 24, no. 4, pp. 1-29, 2015. (SCIE)(IF:0.393)
K.-J. Kim and S.-B. Cho, "Meta-classifiers for high-dimensional, small sample classification for gene expression analysis," Pattern Analysis and Applications, vol. 18, no. 3, pp. 553-569, 2015. (SCIE)(IF:0.646)
H.-S. Park, M.-H. Park and S.-B. Cho, "Mobile information recommendation using multi-criteria decision making with Bayesian network," International Journal of Information Technology & Decision Making, vol. 14, no. 2, pp. 317-338, 2015. (SCIE)(IF:1.406)
C. S. K. Dash, S, Dehuri, S.-B. Cho and G.-N. Wang, "Towards crafting a smooth and accurate functional link artificial neural networks based on differential evolution and feature selection for noisy database," International Journal of Computational Intelligence Systems, vol. 8, no. 3, pp. 539-552, 2015. (SCIE)(IF:0.574)
C. S. K. Dash, S. Dehuri, S.-B. Cho and G.-N. Wang, "Towards crafting an improved functional link artificial neural network based on differential evolution and feature selection," Informatica, vol. 39, no. 2, pp. 195-208, 2015. (SCIE)(IF:0.901)
H. Quintian, E. Corchado, A. Carvalho, A. Abraham, M. Wozniak, M. Grana, and S.-B. Cho, "Editorial: Special issue HAIS12-IGPL," Logic Journal of IGPL, vol. 23, no. 3, pp. 355-358, 2015. (SCIE)(IF:0.461)
K.-J. Kim and S.-B. Cho, "Inference of others internal neural models from active observation," Biosystems, vol. 128, no. 1, pp. 37-47, 2015. (SCI)(IF:1.548)
S.-H. Lee, K.-M. Yang and S.-B. Cho, "Integrated modular Bayesian networks with selective inference for context-aware decision making," Neurocomputing, vol. 163, pp. 38-46, 2015. (SCIE)(IF:2.083)
Q.Hector, E. Corchado, A.Ajith, A.Carvalho, W.Michal, S.Vaclav, and S.-B. Cho, "Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems," Neurocomputing, vol. 163, pp. 1-2, 2015. (SCIE)(IF:2.083)
J.-K. Min, J.-H. Hong and S.-B. Cho, "Combining localized fusion and dynamic selection for high-performance SVM," Expert Systems with Applications, vol. 42, pp. 9-20, 2015. (SCIE)(IF:1.854)
2014
Y.-S. Lee and S.-B. Cho, "A Hybrid System of Hierarchical Planning of Behaviour Selection Networks for Mobile Robot Control," Advanced Robotic Systems, vol. 11, no. 1, pp. 1-13, 2014. (SCIE)(IF:0.497)
Y.-S. Lee and S.-B. Cho, "Recognizing multi-modal sensor signals using evolutionary learning of dynamic Bayesian networks," Pattern Analysis and Applications, vol. 17, no. 4, pp. 695-707, 2014.(SCIE)(IF:0.742)
K.-S. Hwang and S.-B. Cho, "A lifelog browser for visualization and search of mobile everyday-life," Mobile Information Systems, vol. 10, no. 3, pp. 243-258, 2014. (SCIE)(IF: 1.789)
Y.-S. Lee and S.-B. Cho, "Activity recognition with android phone using mixture-of-experts co-trained with labeled and unlabeled data," Neurocomputing, vol. 126, pp. 106-115, 2014.(SCIE)(IF: 1.58)
2013
C. S. K Dash, A. K. Behera, S. Dehuri, S.-B. Cho, "A Novel Radial Basis Function Networks Locally Tuned with Differential Evolution for Classification: An Application in Medical Science," International Journal of Systems Biology and Biomedical Technologies (IJSBBT), 2013.
S. Dehuri, S. K. Dash, M. Tech, P. S. Sahoo, M. Tech, A. P. Dash, B. Tech, S.-B. Cho, "On performance evaluation of evolved radial basis function networks and support vector machines with mixture of kernels," Expert Systems With Applications, 2013.
S.-B. Cho, A. H Sato, K.-J. Kim, "Preface: Computational systems-biology and bioinformatics," Procedia Computer Science, vol. 23, pp. 1-4, 2013.
S.-B. Cho, A. H Sato, K.-J. Kim, "Preface: Asia pacific symposium on intelligent and evolutionary systems," Procedia Computer Science, vol. 24, pp. 1-2, 2013.
S. Dehuri, A. K. Jagadev, S.-B. Cho, "Epileptic seizure identification from electroencephalography signal using DE-RBFNs ensemble," Procedia Computer Science, vol. 23, pp. 84-95, 2013.
S. K. Dash, A. P. Dash, S. Dehuri, S.-B. Cho, "DE+RBFNs based classification: A special attention to removal of inconsistency and irrelevant features," Engineering Applications of Artificial Intelligence, vol. 26, no. 10, pp. 2315-2326, 2013. (SCIE)(IF: 1.665)
K.-O. Yoon, S.-B. Cho, "CalcGen Sequence Assembler Using a Spatio-temporally Efficient DNA Sequence Search Algorithm," International Conference on Computational Systems-Biology and Bioinformatics, vol. 23, pp. 122-128, 2013.
Y.-S. Lee, S.-B. Cho, "Mobile context inference using two-layered Bayesian networks for smartphones," Expert Systems with Applications, vol. 40, no. 11, pp. 4333-4345, 2013.(SCIE)(IF: 2.203)
K.-J. Kim, and S.-B. Cho, "Game AI competitions: An open platform for computational intelligence education," IEEE Computational Intelligence Magazine, vol. 8, no. 3, pp. 64 - 68, 2013.(SCIE)(IF: 4.629)
I.-.Jee Song, S.-B. Cho, "Bayesian and behavior networks for context-adaptive user interface in a ubiquitous home environment," Expert Systems with Applications, vol. 40, no. 5, pp. 1827-1838, 2013.(SCIE)(IF: 2.339)
Y.-S. Lee, S.-B. Cho, "A mobile picture tagging system using tree-strucured layered Bayesian networks," Mobile Information Systems, vol. 9, no. 3, pp. 209-224, 2013.(SCIE)(IF: 2.432)
Dash, Ch. S. K., Dash, A. P., Dehuri, S., and Cho, S.-B., "Feature selection for designing a novel differential evolution trained radial basis function network for classification," International Journal of Applied Metaheuristic Computing, vol. 4, no. 1, 2013
Dash, Ch. S. K., Dash, A. P., Dehuri, S., and Cho, S.-B., "Differential Evolution Based Optimization of Kernel Parameters in Radial Basis Function Networks for Classification." International Journal of Applied Evolutionary Computation, vol. 4, no. 1, 2013
2012
S. Dehuri and S.-B. Cho, "Learning fuzzy network using sequence bound global particle swarm optimizer," Fuzzy System Application, vol. 2, no. 1, pp. 54-70, 2012.
S. R Dash, S. Rayaguru, S. Dehuri, S.-B. Cho, "Lost student tracking in an incomplete and imprecise information environment using soft computing paradigm," International Journal of Artificial Life Research (IJALR), 2012.
J.-W, Yoon and S.-B. Cho, "An intelligent synthetic character for smartphone with Bayesian networks and behavior selection networks," Expert Systems with Applications, vol. 39, no. 12, pp. 11284-11292, 2012.(SCIE)
J.-K, Min and S. -B. Cho, "Semantic management of multiple contexts in a pervasive computing framework," Expert Systems with Applications, vol. 39, no. 10, pp. 8655-8664, 2012.(SCIE)
S. Dehuri, R. Roy, S.-B. Cho, and A. Ghosh, "An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification," The Journal of Systems and Software, vol. 85, pp. 1333-1345, 2012.(SCIE)
K.-J. Kim, S.-I. Yang, and S.-B. Cho, "Automated synthesis of multiple analog circuits using evolutionary computation for redundancy-based fault-tolerance," Applied Soft Computing, vol. 12, pp. 1309-1321, 2012.(SCIE)
J.-W. Yoon, S.-I. Yang, and S.-B. Cho, "Adaptive mixture-of-experts models for data glove interface with multiple users," Expert Systems with Applications, vol. 39, pp. 4898-4907, 2012.(SCIE)
H.-S. Park and S.-B. Cho, "A modular design of Bayesian networks using expert knowledge: Context-aware home service robot," Expert Systems with Applications, vol. 39, pp. 2629-2642, 2012.(SCIE)
H.-Y. Noh, J.-H. Lee, S.-W. Oh, K.-S. Hwang, and S.-B. Cho, "Exploiting indoor location and mobile information for context-awareness service," Information Processing & Management, vol. 48, pp. 1-12, 2012.(SCIE)
H.-S. Park and S.-B. Cho, "Evolutionary attribute ordering in Bayesian networks for predicting the metabolic syndrome," Expert Systems with Applications, vol. 39, pp. 4240-4249, 2012.(SCIE)
J.-H. Hong, U.-K. Cho, and Sung-Bae Cho, "Environmentally realistic fingerprint-image generation with evolutionary filter-bank optimization," Expert Systems with Applications, vol. 39, no. 6, 2012.(SCIE)
2011
S. Dehuri and S.-B. Cho, "A novel particle swarm optimization algorithm for multi-objective combinatorial optimization problem," International Journal of Applied Metaheuristic Computing, vol. 2, no. 4, pp. 41-57, 2011.
H.-S. Park and S.-B. Cho, "A personalized summarization of video life-logs from an indoor multi-camera system using a fuzzy rule-based system with domain knowledge," InformationSystems, vol. 36, pp. 1124-1134, 2011.(SCI)
J.-K. Min and S.-B. Cho, "Mobile human network management and recommendation by probabilistic social mining," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 41, no. 3, pp. 761-771, June 2011.
Y.-S. Lee and S.-B. Cho, "Context-aware Petri net for dynamic procedural content generation in role-playing game," IEEE Computational Intelligence Magazine, vol. 6, no. 2, pp. 16-25, May 2011.(SCIE)
K.-J. Kim and S.-B. Cho, "Evolutionary neural networks for practical applications," Journal of Intelligent and Fuzzy Systems, vol. 22, no. 2-3, pp. 53-55, 2011.(SCIE)
K.-J. Kim, J.-G. Park, and S.-B. Cho, "Correlation analysis and performance evaluation of distance measures for evolutionary neural networks," Journal of Intelligent and Fuzzy Systems, vol. 22, no.2-3, pp.83-92, 2011.(SCIE)
Y.-S. Lee and S.-B. Cho, "Exploiting mobile contexts for Petri-net to generate a story in cartoons," Applied Intelligence, vol. 34, no. 1, pp. 1-18, February 2011.(SCIE)
S. Dehuri, B.B. Misra, A. Ghosh, and S.-B. Cho, "A condensed polynomial neural network for classification using swarm intelligence," Applied Soft Computing, vol. 11, pp. 3106-3113, 2011.(SCIE)
H.-S. Park, K. Oh, and S.-B. Cho, "Bayesian network-based high-level context recognition for mobile context sharing in cyber-physical system," International Journal of Distributed Sensor Networks, vol. 2011 (2011)(SCIE)
2010
H.-J. Min and S.-B. Cho, "Adaptive behaviors of reactive mobile robot with Bayesian inference in nonstationary environments," Applied Intelligence, vol. 33, no. 3, pp. 264-277, December 2010.(SCIE)
S. Duhuri and S.-B. Cho, "A comprehensive survey on functional link neural networks and an adaptive PSO-BP learning for CFLNN," Neural Computing & Applications, vol. 19, no. 2, pp. 187-205, 2010. (SCIE)
S. Dehuri and S.-B. Cho, "A hybrid genetic based functional link artificial neural network with a statistical comparison of classifiers over multiple datasets," Neural Computing & Applications, vol. 19, no. 2, pp. 317-328, 2010. (SCIE)
J.-K. Min, J.-H. Hong, and S.-B. Cho, "Fingerprint Classification based on Subclass Analysis using Multiple Templates of Support Vector Machines," Intelligent Data Analysis, vol. 14, no.3, pp. 369-384, 2010 (SCIE)
J.-H. Hong, S.-I. Yang and S.-B. Cho, "ConaMSN: A Context-aware Messenger Using Dynamic Bayesian Networks with Wearable Sensors," Expert Systems with Applications, vol. 37, no. 6, pp.4680-4686, 2010. 6.(SCIE)
S. Duhuri and S.-B. Cho, "Evolutionarily optimized features in functional link neural network for classification," Expert Systems with Applications, vol. 37, no. 6, pp.4379-4391, 2010. 6.(SCIE)
2009 - 1991
J.-H. Hong, S.-B. Cho and U.-K. Cho, "A novel evolutionary approach to image enhancement filter design: method and applications," IEEE Transactions on SMC-B, vol. 39, no. 6, pp. 1446-1457, 2009. 12.(SCI)
K.-S. Hwang and S.-B. Cho, "Landmark detection from mobile life log using a modular Bayesian network model," Expert Systems with Applications, vol. 36, no. 10, 12065-12076, 2009. 3. (SCIE)
J.-H. Hong, and S.-B. Cho, "Gene boosting for cancer classification based on gene expression profiles," Pattern Recognition, vol. 42, no. 9, pp. 1761-1767, 2009. 9. (SCI)
S.-B. Cho and T. Yamakawa, "Special issue on recent advances on brain-inspired innovative computing," International Journal of Innovative Computing, Information and Control, vol. 5, no. 4, pp. 829-830, 2009. 04. (SCIE)
S.-B. Cho and J. Ryu, "Classifying 3-dimensional point light actors' gender using structure-adaptive self-organizing map," International Journal of Innovative Computing, Information and Control, vol. 5, no. 4, pp. 877-887, 2009. 04. (SCIE)
S. Dehuri and S.-B. Cho, "Multi-criterion Pareto based particle swarm optimized polynomial neural network for classification: A Review and state-of-the-art", Computer Science Reviews, vol. 3, pp. 19-40, 2009.
K.-S. Hwang and S.-B. Cho, "Improving evolvable hardware by applying the speciation technique," Applied Soft computing, vol. 9, no. 1, pp. 254-263, 2009. 1. (SCIE)
S. Dehuri, A. Ghosh, S.-B. Cho and L. C. Jain, "Particle Swarm Optimized Polynomial Neural Network for Classification: A Multi-objective View", International Journal of Intelligent Defense Support Systems (IJIDSS), vol. 1, no. 3, pp. 225-253, 2008.
H. Y. Lee, I. Song, E. Ha, S.-B. Cho, W. I. Yang and K.-J. Shin, "mtDNAmanager: A web-based tool for the management and quality analysis of mitochondrial DNA control-region sequences," BMC Bioinformatics 2008, 9:483, Nov. 2008.(SCIE)(IF: 3.493)
K.-J. Kim and S.-B. Cho, "An evolutionary algorithm approach to optimal ensemble classifiers for DNA microarray data analysis," IEEE Transactions on Evolutionary Computation, vol. 12, no. 3, June 2008. (SCI) (IF: 2.426)
J.-H. Hong and S.-B. Cho, "A probabilistic multi-class strategy of one-versus-rest support vector machines for cancer classification," Neurocomputing, vol. 71, no. 16-18, pp. 3275-3281, 2008. 06. (SCIE) (IF 0.865)
S.-I. Lee and S.-B. Cho, "Observational emergence in evolutionary fuzzy robotics," International Journal of Modelling, Identification and Control, vol. 3, no. 1, pp. 88-96, 2008.
K.-J. Kim and S.-B. Cho, "Evolutionary ensemble of diverse artificial neural networks using speciation," Neurocomputing, vol. 71, no. 7-9, pp. 1604-1608, 2008. 03.(SCIE) (IF: 0.865)
J.-H. Hong, J.-K. Min, U.-K. Cho and S.-B. Cho, "Fingerprint classification using one-vs-all support vector machines dynamically ordered with naive Bayes classifiers," Pattern Recognition, vol. 41, no. 2, pp. 662-671, 2008. (SCI) (IF: 2.019)
J. H. Shin, C. Park, Y. J. Yang, S. C. Kim, M. Y. Seo, S. H. Yang, S.-B. Cho, H. C. Chung and S. Y. Rha, "Entropy-based analysis of the non-linear relationship between gene expression profiles of amplified and non-amplified RNA," International Journal of Molecular Medicine, vol. 20, pp. 905-912, 2007 (SCIE)(IF: 1.847)
J.-K. Min, S.-B. Cho, "Multiple decision templates with adaptive features for fingerprint classification," International Journal of Pattern Recognition and Artificial Intelligence, vol. 21, no. 8, pp. 1-15, 2007. (SCIE) (IF: 0.374)
Hun-Woo Yoo, Sung-Bae Cho Video scene retrieval with interactive genetic algorithm, Multimedia Tools and Applications, v.34 n.3, p.317-336, September 2007.(SCIE)
K.-J. Kim, M.-C. Jung, and S.-B. Cho, "KeyGraph-based chance discovery for mobile contents management system," Knowledge-based and Intelligent Engineering Systems (KES Journal), vol. 11, no. 5, pp. 313-320, 2007. 12. 20.
S.-B. Cho and H.-H. Won, "Cancer classification using ensemble of neural networks with multiple significant gene subsets," Applied Intelligence, vol. 26, no. 3, pp. 0.329, 2007. 06. (SCI) (IF: 0.5)
H.-S. Park and S.-B. Cho, "Evolutionary fuzzy cluster analysis with Bayesian validation of gene expression profiles," Journal of Intelligent & Fuzzy Systems, vol. 18, pp. 543-559, 2007. (SCIE) (IF: 0.221)
J.-H. Hong, Y.-S. Song and S.-B. Cho, "Mixed-initiative human-robot interaction using hierarchical Bayesian networks," IEEE Trans. Systems, Man and Cybernetics, Part A., vol. 37, no. 6, pp. 1158-1164, 2007. (SCI) (IF: 0.868)
S.-B. Cho, K.-J. Kim, K.-S. Hwang, and I.-J. Song, AniDiary: Daily Cartoon-Style Diary Exploits Bayesian Networks, IEEE Pervasive Computing, pp.66-75,Jul.-Sep. 2007. ( SCIE, IF'05=2.036)
H.-S. Park, S.-H. Yoo and S.-B. Cho, "Forward selection method with regression analysis for optimal gene selection in cancer classification," International Journal of Computer Mathematics,vol. 84, no. 5, pp. 653-668, 2007. 5. (SCIE) (IF: 0.423)
J.-H. Hong, S.-S. Lim and S.-B. Cho, "Autonomous language development using speech-act template and genetic programming for a conversational agent," IEEE Trans. on Evolutionary Computation Special Issue on AMD, vol. 11, no. 2, pp. 213-225, 2007. (SCI, IF'05=3.257)
S.-B. Cho, "Video scene retrieval with interactive genetic algorithm," Multimedia Tools and Applications, vol. 32, no. 3, March 2007 (SCIE, IF'05=0.333).
S.-B. Cho, Book review, D.B. Fogel and C.J. Robinson, Editors, Computational Intelligence: The Experts Speak, Wiley InterScience, IEEE Press (2003) (hardcover, 282 pp., ISBN 0-471-27454-2).
Applied Soft Computing, vol. 7, no. 2, pp. 626-627, March 2007. (SCIE) (IF: 1.537)K.-J. Kim and S.-B. Cho, "Personalized mining of web documents using link structures and fuzzy concept networks," Applied SoftComputing, vol. 7, no. 1, pp. 398-410, January 2007.(SCIE) (IF: 1.537)
K.-M. Kim, J.-H. Hong and S.-B. Cho, "A semantic Bayesian network approach to retrieving information with intelligent conversational agent," Information Processing & Management, vol. 43, no. 1, pp. 225-236, January, 2007. (SCIE) (IF: 1.5)
K.-J. Kim, and S.-B. Cho, "A unified architecture for agent behaviors with selection of evolved neural network modules," Applied Intelligence, vol. 25, no. 3, pp. 253-268, December 2006 (SCI)
S.-J. Han and S.-B. Cho, "Learning trajectory information with neural networks and the Markov model to develop intelligent location-based services," Journal of Information and Knowledge Management, vol. 5, no. 4, pp. 1-11, 2006.
K.-J. Kim, and S.-B. Cho, "Ensemble classifiers based on correlation analysis for DNA microarray classification," Neurocomputing, vol. 70, no. 1-3, pp. 187-199, December 2006 (SCIE)
S.-B. Cho and S.-H. Yoo, "Fuzzy Bayesian validation for cluster analysis of Yeast cell-cycle data," Pattern Recognition, vol. 39, no. 12, pp. 2405-2414, December 2006. (SCI IF=2.176)
K.-J. Kim and S.-B. Cho, "Evolved neural networks based on cellular automata for sensory-motor controller," Neurocomputing, vol. 69, no. 16-18, pp. 2193-2207, October, 2006. (SCIE IF=0.641)
M.-C. Jung and S.-B. Cho, "Automatic web service composition based on behavior network," Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 10, no. 5, pp 728-732, Sepember 2006.
S.-J. Han and S.-B. Cho, "Evolutionary neural network for anomaly detection based on program's behavior," IEEE Transactions on Systems, Man and Cybernetics-Part B, vol. 36, no. 3, pp. 559-570, June 2006 (SCI IF=1.052).
E.-K. Yoon and S.-B. Cho, "Adaptive fingerprint image enhancement with fingerprint image quality analysis," Image and Vision Computing, vol. 24, no. 1, pp. 101-110, January 2006. (SCI IF=1.159)
J.-H. Hong and S.-B. Cho, "Efficient huge-scale feature selection with speciated genetic algorithm," Pattern Recognition Letters, vol. 27, no. 2, pp. 143-150, January 2006 (SCIE IF=0.576).
J.-H. Hong, and S.-B. Cho, "The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming," Artificial Intelligence in Medicine, vol. 36, no. 1, pp. 43-58, 2006. (SCI IF=1.124)
K.-J. Kim and S.-B. Cho, "A comprehensive overview of the applications of artificial life," Artificial Life, vol. 12, no.1, pp. 153-182, 2006. (SCI IF=2.150)
S.-J. Han, and S.-B. Cho, "A hybrid personal assistant based on Bayesian networks and a rule-based system inside a smartphone," International Journal of Hybrid Intelligent Systems, vol. 2, no. 3, pp. 221-234, 2005.
H.-S. Park, S.-H. Yoo and S.-B. Cho, "Evolutionary fuzzy clustering algorithm with knowledge-based evaluation and applications for gene expression profiling," Journal of Computational and Theoretical Nanoscience, vol. 2, no. 4, pp. 524-533, 2005. (SCIE)
J.-M. Koo and S.-B. Cho, "Interpreting chance for computer security by Viterbi Algorithm with edit distance," New Mathematics and Natural Computation, vol. 1, no. 3, pp. 421-433, 2005.
K.-J. Kim and S.-B. Cho, "Systematically incorporating domain-specific knowledge into evolutionary speciated checkers players," IEEE Transactions on Evolutionary Computation, vol. 9, no. 6, pp. 615-627, 2005. (SCI IF=3.688)
J.-M. Koo, and S.-B. Cho, "Generation of various intrusion patterns using IGA for computer security," Measurement & Control (Japan), vol. 44, no. 1, pp. 28-32, 2005.
J.-H. Hong, E.-K. Yun and S.-B. Cho, "A review of performance evaluation for biometrics systems," International Journal of Image and Graphics, vol. 5, no. 2, pp. 1-36, 2005.
S.-R. Yang, and S.-B. Cho, "Co-evolutionary learning with strategic coalition for multiagents," Applied SoftComputing, vol. 5, pp. 193-203, January 2005. (SCIE IF=0.000)
K.-J. Kim and S.-B. Cho, "Fuzzy integration of structure adaptive SOMs for web content mining," Fuzzy Sets and Systems (Special Issue on Web Mining), vol. 148, no. 1, pp. 43-60, Elsevier, Netherlands, Nov 2004. (SCI, IF=0.577)
K.-J. Kim and S.-B. Cho, "Prediction of colon cancer using an evolutionary neural network," Neurocomputing, vol. 61, pp. 361-379, Elsevier, Netherlands, Oct 2004. (SCIE, IF=0.641)
K.-H. Lee, Y.-C. Choy and S.-B. Cho, "An efficient algorithm to compute differences between structured documents," IEEE Trans. on Knowledge and Data Engineering, vol. 16, no. 8, pp. 965-979, Aug. 2004. (SCI, IF=1.243)
S.-B. Cho, "Emotional image and musical information retrieval with interactive genetic algorithm," Proceedings of the IEEE, vol. 92, no. 4, pp. 702-711, IEEE, USA, Apr. 2004. (SCI, IF=3.336)
S.-I. Lee and S.-B. Cho, "A quantitative analysis of evolvability for an evolutionary fuzzy logic controller," Integrated Computer-Aided Engineering, vol. 10, no. 4, pp. 369-385, 2003. (SCIE IF=0.148)
S.-J. Han, and S.-B. Cho, "Detecting intrusion with rule-based integration of multiple models," Computers & Security, vol. 22, no. 7, pp. 613-623, 2003. (SCIE IF=0.412)
S.-B. Cho, and H.-H. Won, "Data mining for gene expression profiles from DNA microarray," Journal of Software Engineering and Knowledge Engineering, vol. 13, no. 6, 593-608, 2003. (SCIE IF=0.350)
S.-B. Cho, and D.-H. Han, "Extracting intuitive strokes in complex structured patterns with domain knowledge," Engineering Applications of Artificial Intelligence, vol. 16, no. 1, pp. 65-73, Feb 2003. (SCIE IF=0.421)
K.-H. Lee, Y.-C. Choy and S.-B. Cho, "Logical structure analysis for structured document generation: A syntactic approach," IEEE Trans. on Knowledge and Data Engineering, vol. 15, no. 4, July/August 2003.(SCI IF=1.243)
S.-B. Cho and H.-J. Park, "Efficient anomaly detection by modeling privilege flows using hidden Markov model," Computers & Security, vol. 22, no. 1, pp. 45-55, Jan 2003. (SCIE IF=0.412)
S.-B. Cho and J.-W. Ryu, "Classifying gene expression data of cancer using classifier ensemble with mutually exclusive features," Proceedings of the IEEE, vol. 90, no. 11, pp. 1744-1753, Nov 2002.(SCI IF=3.336)
F. E. Pollick, V. Lestou, J.-W. Ryu and S.-B. Cho, "Estimating the efficiency of recognizing gender and affect from biological motion," Vision Research, vol. 42, no. 20, pp. 2345-2355, September 2002.(SCI IF=1.812)
S.-B. Cho, "Exploring features and classifiers to classify gene expression profiles of acute leukemia," Int. Journal of Pattern Recognition and Artificial Intelligence, vol. 16, no. 7, pp. 1-13, Setember 2002 (SCIE IF=0.588)
S.-B. Cho, "Fusion of neural networks with fuzzy logic and genetic algorithm," Integrated Computer-Aided Engineering, vol. 9, no. 4, pp. 363-372, 2002. (SCIE IF=0.148)
J.-W. Ryu and S.-B. Cho, "Gender recognition of human behaviors using ensembles of neural network classifiers," International Journal of Computers, Systems and Signals, vol. 3, no. 1, 2002.
Y.-C. Kim, S.-B. Cho and S.-R. Oh, "Map-building of a real mobile robot with GA-Fuzzy controller," International Journal of Fuzzy Systems, vol. 4, no. 2, pp. 696-703, June 2002.(SCIE)
S.-B. Cho, "Evolving neural network controllers based on cellular automata," Journal of the 3D Images, vol. 16, no. 1, pp. 61-66, May 2002.
S.-B. Cho, "Incorporating soft computing techniques into a probabilistic intrusion detection system," IEEE Trans. on Systems, Man and Cybernetics-Part C:Applications and Reviews, vol. 32, no. 2, pp. 154-160, MAY 2002. (SCI IF=0.482)
S.-B. Cho, J.-Y. Lee, "A human-oriented image retrieval system using interactive genetic algorithm," Systems, Man and Cybernetics, Part A, IEEE Transactions on, vol. 32, no. 3, pp. 452-458, May 2002 (SCI IF=0.555)
S.-B. Cho, "Towards creative evolutionary systems with interactive genetic algorithm," Applied Intelligence (Special Issue on Creative Evolutionary Systems), vol. 16, no. 2, pp. 129-138, March/April 2002.(SCI IF=0.477)
S.-B. Cho, "Applying WEBSOM to automatic FAQ e-mail classification," Int. Journal of Knowledge-based Intelligent Engineering Systems, vol. 6, no. 1, pp. 17-22, 2002.
S.-I. Lee and S.-B. Cho, "Emergent behaviors of a fuzzy sensory-motor controller evolved by genetic algorithm," IEEE Trans. Systems Man and Cybernetics (B), vol. 31, no. 6, pp. 919-929, 2001. 12.(SCI)
S.-B. Cho, "Applications of artificial life to developing robot and softbot," Artificial Life and Robotics, vol. 5, no.3, pp. 142-147, 2001. 9.
S.-B. Cho, "Application of Choquet integral to efficient aggregation of neural networks," International Journal of Advanced Computational Intelligence, 2000.
H.-S. Kim and S.-B. Cho, "Application of interactive genetic algorithm to fashion design," Engineering Applications of Artificial Intelligence, vol. 13, no. 6, pp. 635-644, December 2000. (SCIE)
S.-B. Cho, "Intelligent systems evolved by artificial life technologies," Journal of the 3D Images, 2000.
K.-H. Lee, Y.-C. Choy and S.-B. Cho, "Geometric structure analysis of document images: A knowledge-based approach," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 11, pp. 1-17, November 2000. (SCI)
Y.-G. Seo, S.-B. Cho and X. Yao, "The impact of payoff function and local interaction on the N-player iterated prisoner's dilemma game," Knowledge and Information Systems: An International Journal, vol. 2, no. 4, pp. 461-478, 2000.
S.-B. Cho, "Ensemble of structure-adaptive self-organizing maps for high performance classification," International Journal of Information Sciences, vol. 123, no. 1-2, pp. 103-114, March 2000.(SCI)
S.-B. Cho and G.-B. Song, "Evolving CAM-Brain to control a mobile robot," Applied Mathematics and Computation, vol. 111, no. 2-3, pp. 147-162, May 2000.(SCIE)
H.-G. Kim and S.-B. Cho, "Structured storage and retrieval of SGML documents using Grove," Information Processing & Management, vol. 36, no. 4, pp. 643-657, July 2000.(SCIE)
K.-H. Lee, S.-B. Cho and Y.-C. Choy, "Automated vectorization of cartographic maps by knowledge-based system," Engineering Applications of Artificial Intelligence, vol. 13, no. 2, pp. 165-178, April 2000. (SCIE)
S.-B. Cho, "A human-oriented interface for emotional media manipulation with an A-life technology," 3D-Forum, 1999.
S.-B. Cho, "Pattern recognition with neural networks combined by genetic algorithm," Fuzzy Sets and Systems, vol. 103, no. 2, pp. 339-347, 1999.(SCI)
S.-B. Cho, "Evolutionary modular neural networks for intelligent system," International Journal of Intelligent Systems, vol. 13, no. 6, pp. 484-493, 1998. (SCIE)
S.-B. Cho and S.-I. Lee, "Mobile robot learning by evolution of fuzzy controller," Journal of Intelligent and Fuzzy Systems, vol. 6, no. 1, pp. 91-97, 1998.
S.-B. Cho and K. Shimohara, "Evolutionary learning of modular neural networks with genetic programming," Applied Intelligence, vol. 9, no. 3, pp. 191-200, Nov 1998.(SCI)
S.-B. Cho and S.-I. Lee, "Behavior analysis of genetic fuzzy controller for an autonomous robot," Control and Cybernetics, 1998.
S.-B. Cho, "Preface: Control with softcomputing," Control and Cybernetics, vol. 27, no. 4, pp. 501-502, 1998.
S.-B. Cho, "Neural-network classifiers for recognizing totally unconstrained handwritten numerals," IEEE Transactions on Neural Networks, vol. 8, no. 1, pp. 43-53, January 1997.(SCI)
S.-B. Cho, "Self-organizing map with dynamical node splitting: Application to handwritten digit recognition," Neural Computation, vol. 9, no. 6, pp. 1345-1355, 1997.(SCI)
J. Newman, B.J. Baars and S.-B. Cho, "A neural global workspace model for conscious attention," Neural Networks, vol. 10, no. 7, pp. 1195-1206, 1997. (SCI)
S.-B. Cho, "A neurocomputing framework: From methodologies to application," Neurocomputing, vol. 13, no. 2-4, pp. 151-170, September 1996.(SCI)
S.-B. Cho and J.-H. Kim, "Combining multiple neural netowrks by fuzzy integral for robust classification," IEEE Transactions on Systems, Man and Cybernetics, vol. 25, no. 2, pp. 380-384, February 1995.
S.-B. Cho and J.-H. Kim, "An HMM/MLP architecture for sequence recognition," Neural Computation, vol. 7, no. 2, pp. 358-369, March 19. (SCI)
S.-B. Cho and J.-H. Kim, "Multiple network fusion using fuzzy logic," IEEE Transactions on Neural Networks, vol. 6, no. 2, pp. 497-501, March 1995.
S.-B. Cho and J.-H. Kim, "Speedup methods for neural network learning," International Journal of Systems Engineering, vol. 5, pp. 91-101, 1995.
S.-B. Cho and T.S. Ray, "An evolutionary approach to program transformation and synthesis," International Journal of Software Engineering and Knowledge Engineering, vol. 5, no. 2, pp. 179-192, June 1995.(SCIE)
S.-B. Cho, "Fuzzy aggregation of modular neural networks with ordered weighted averaging operators," International Journal of Approximate Reasoning (Special Issue on Fuzzy Neural Systems), vol. 13, no. 4, pp. 359-375, November 1995.
S.-B. Cho, "Neo-statistical methods of recognition: neural network,hidden Markov model and their hybridization," Computer Standards & Interfaces, vol. 16, no. 3, pp. 221-229, June 1994.(SCIE)
S.-B. Cho and J.-H. Kim, "Rapid backpropagation learning algorithms," Circuits, System and Signal Processing (Special Issue on Neural Processing), vol. 12, no. 2, pp. 155-175, February 1993.
S.-B. Cho and J.-H. Kim, "A two-stage classification scheme with backpropagation neural network classifiers," Pattern Recognition Letters, vol. 13, no. 5, pp. 309-313, May 1992. (SCIE)
S.-B. Cho and J.-H. Kim, "Strategic application of feedforward neural networks to large-scale classification," Complex Systems, vol. 6, no. 4, pp. 363-389, July 1992.
S.-B. Cho and J.-H. Kim, "Recognition of large-set printed Hangul (Korean script) by two-stage backpropagation neural classifiers," Pattern Recognition, vol. 25, no. 11, pp. 1353-1360, November 1992. (SCIE)
S.-B. Cho and J.-H. Kim, "Feedforward neural network architectures for complex classification problems," Fuzzy Systems & AI (Special Issue on Fuzzy Systems and Neural Networks in Intelligent Computing), vol. 1, no. 3, pp. 113-128, December 1992.
S.-B. Cho and J.-H. Kim, "A fast backpropagation learning method using Aitken's delta square process," International Journal of Neural Networks-Research & Applications, vol. 2, no. 1, pp. 37-42, March 1991.
2019
S.-J. Bu and S.-B. Cho, "A convolutional neural-based learning classifier system for detecting database intrusion via insider attack," Information Sciences, vol. 512, pp. 123-136, 2019. (SCIE)(IF:5.524)
J.-Y. Kim and S.-B. Cho, "Towards repayment prediction in peer-to-peer social lending using deep learning," Mathematics, vol. 7, no. 11, pp. 1-17, 2019. (SCIE)(IF:1.105)
K.-H. Kim and S.-B. Cho, "An efficient concentrative photovoltaic solar system with Bayesian selection of optimal solar tracking algorithms," Applied Soft Computing, vol. 83, pp. 1-11, 2019. (SCIE)(IF:4.858)
C. S. K. Dash, A. K. Behera, S. C. Nayak, S. Dehuri, and S.-B. Cho, "An Integrated CRO and FLANN Based Classifier for a Non-Imputed and Inconsistent Dataset," Int. Journal on Artificial Intelligence Tools, vol. 28, no. 3, pp. 1-32, 2019. (SCIE)(IF:0.849)
T.-Y. Kim and S.-B. Cho, "Predicting residential energy consumption using CNN-LSTM neural networks," Energy, vol. 182, pp. 72-81, 2019. (SCI)(IF:5.537)
C. S. K. Dash, A. K. Behera, S. Dehuri, and S.-B. Cho, "Building a novel classifier based on teaching learning based optimization and radial basis function neural networks for non-imputed database with irrelevant features," Applied Computing and Informatics, 2019.
S.-M. Jo, and S.-B. Cho, "A personalized context-aware soft keyboard adapted by random forest trained with additional data of same cluster," Neurocomputing , vol. 353, pp. 17-27, 2019. (SCIE)(IF:4.072)
J.-Y. Kim, and S.-B. Cho, "Exploiting deep convolutional neural networks for a neural-based learning classifier system," Neurocomputing , vol. 354, pp. 61-70, 2019. (SCIE)(IF:4.072)
J.-Y. Kim, and S.-B. Cho, "Predicting repayment of borrows in peer-to-peer social lending with deep dense convolutional network," Expert Systems , vol. 36, no. 4, pp. 1-12, 2019. (SCIE)(IF:1.505)
A. Kim, and S.-B. Cho, "An ensemble semi-supervised learning method for predicting defaults in social lending," Engineering Applications of Artificial Intelligence , vol. 81, pp. 193-199, 2019. (SCIE)(IF:3.526)
J.-Y. Kim, and S.-B. Cho, "Electric energy consumption prediction by deep learning with state explainable autoencoder," Energies , vol. 12, no. 4, pp. 739-752, 2019. (SCIE)(IF:2.707)