• 5499 Citations
  • 35 h-Index
1990 …2020
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Research Output 1990 2020

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Article
2019
Solar system
Bayesian networks
Sun
Orbits
Image processing
1 Citation (Scopus)

An ensemble semi-supervised learning method for predicting defaults in social lending

Kim, A. & Cho, S-B., 2019 May 1, In : Engineering Applications of Artificial Intelligence. 81, p. 193-199 7 p.

Research output: Contribution to journalArticle

Supervised learning
Labeling
Support vector machines
Labels
Fusion reactions

An Integrated CRO and FLANN Based Classifier for a Non-Imputed and Inconsistent Dataset

Dash, C. S. K., Behera, A. K., Nayak, S. C., Dehuri, S. & Cho, S-B., 2019 May 1, In : International Journal on Artificial Intelligence Tools. 28, 3, 1950013.

Research output: Contribution to journalArticle

Chemical reactions
Classifiers
Neural networks

A personalized context-aware soft keyboard adapted by random forest trained with additional data of same cluster

Jo, S. M. & Cho, S-B., 2019 Aug 11, In : Neurocomputing. 353, p. 17-27 11 p.

Research output: Contribution to journalArticle

Smartphones
Graphical user interfaces
Posture
Hand
Clustering algorithms
Open Access
Teaching
Classifiers
Neural networks
Labels
4 Citations (Scopus)

Electric energy consumption prediction by deep learning with state explainable autoencoder

Kim, J. Y. & Cho, S-B., 2019 Feb 22, In : Energies. 12, 4, 739.

Research output: Contribution to journalArticle

Open Access
Energy Consumption
Energy utilization
Prediction
Energy
Energy Management

Exploiting deep convolutional neural networks for a neural-based learning classifier system

Kim, J. Y. & Cho, S-B., 2019 Aug 18, In : Neurocomputing. 354, p. 61-70 10 p.

Research output: Contribution to journalArticle

Classifiers
Learning
Neural networks
Neural Networks (Computer)
Intrusion detection
2 Citations (Scopus)

Hierarchical modular Bayesian networks for low-power context-aware smartphone

Cho, S-B. & Yu, J. M., 2019 Jan 31, In : Neurocomputing. 326-327, p. 100-109 10 p.

Research output: Contribution to journalArticle

Smartphones
Bayesian networks
Equipment and Supplies
Sensors
Hybrid systems
1 Citation (Scopus)

Predicting repayment of borrows in peer-to-peer social lending with deep dense convolutional network

Kim, J. Y. & Cho, S-B., 2019 Jan 1, In : Expert Systems. 36, 4, e12403.

Research output: Contribution to journalArticle

Peer to Peer
Semantics
Neural networks
Predict
Extractor
1 Citation (Scopus)

Predicting residential energy consumption using CNN-LSTM neural networks

Kim, T. Y. & Cho, S-B., 2019 Sep 1, In : Energy. p. 72-81 10 p.

Research output: Contribution to journalArticle

Energy utilization
Neural networks
Electric power utilization
Network layers
Long short-term memory
2018
1 Citation (Scopus)

An evolutionary agent-based framework for modeling and analysis of labor market

Yu, J. M. & Cho, S-B., 2018 Jan 3, In : Neurocomputing. 271, p. 84-94 11 p.

Research output: Contribution to journalArticle

Salaries and Fringe Benefits
Systems Analysis
Personnel
Efficiency
Sick Leave
2 Citations (Scopus)
Neural networks
Radial basis function networks
Multilayer neural networks
Mean square error
Statistical Models
3 Citations (Scopus)

Fuzzy-Rough Entropy Measure and Histogram Based Patient Selection for miRNA Ranking in Cancer

Pal, J. K., Ray, S. S., Cho, S-B. & Pal, S. K., 2018 Mar 1, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 15, 2, p. 659-672 14 p.

Research output: Contribution to journalArticle

MicroRNA
Entropy
MicroRNAs
Histogram
Patient Selection
2 Citations (Scopus)

Sensor information fusion by integrated AI to control public emotion in a cyber-physical environment

Choi, S. G. & Cho, S-B., 2018 Nov 2, In : Sensors (Switzerland). 18, 11, 3767.

Research output: Contribution to journalArticle

emotions
Information fusion
Emotions
fusion
sensors

Surrogate-Assisted Multi-objective Genetic Algorithms for Fuzzy Rule-Based Classification

Kalia, H., Dehuri, S., Ghosh, A. & Cho, S-B., 2018 Aug 1, In : International Journal of Fuzzy Systems. 20, 6, p. 1938-1955 18 p.

Research output: Contribution to journalArticle

Multi-objective Genetic Algorithm
Fuzzy rules
Fuzzy Rules
Genetic algorithms
Fuzzy Rule-based Systems
11 Citations (Scopus)

Web traffic anomaly detection using C-LSTM neural networks

Kim, T. Y. & Cho, S-B., 2018 Sep 15, In : Expert Systems with Applications. 106, p. 66-76 11 p.

Research output: Contribution to journalArticle

Neural networks
Network layers
Time series
Computer networks
World Wide Web
8 Citations (Scopus)

Zero-day malware detection using transferred generative adversarial networks based on deep autoencoders

Kim, J. Y., Bu, S. J. & Cho, S-B., 2018 Sep 1, In : Information Sciences. 460-461, p. 83-102 20 p.

Research output: Contribution to journalArticle

Software
Zero
Attack
Malware
Computer systems
2017
Bayesian networks
Sensors
Decision trees
Internet of things
3 Citations (Scopus)

Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining

Kim, K. J. & Cho, S-B., 2017 Feb 1, In : Soft Computing. 21, 4, p. 1065-1080 16 p.

Research output: Contribution to journalArticle

Speciation
Performance Prediction
Bayesian networks
Bayesian Networks
Data mining
3 Citations (Scopus)

Modular bayesian networks with low-power wearable sensors for recognizing eating activities

Kim, K. H. & Cho, S-B., 2017 Dec 11, In : Sensors (Switzerland). 17, 12, 2877.

Research output: Contribution to journalArticle

eating
Bayesian networks
Eating
Value of Life
Smartphones
19 Citations (Scopus)
Smartphones
Hidden Markov models
Classifiers
Gyroscopes
Sensors
2016

A fuzzy integral method based on the ensemble of neural networks to analyze fMRI data for cognitive state classification across multiple subjects

Cacha, L. A., Parida, S., Dehuri, S., Cho, S. B. & Poznanski, R. R., 2016 Dec 1, In : Journal of Integrative Neuroscience. 15, 4, p. 593-606 14 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain
2 Citations (Scopus)

A hybrid approach to human posture classification during TV watching

Chan, J. H., Visutarrom, T., Cho, S-B., Engchuan, W., Mongolnam, P. & Fong, S., 2016 Aug 1, In : Journal of Medical Imaging and Health Informatics. 6, 4, p. 1119-1126 8 p.

Research output: Contribution to journalArticle

Posture
Benchmarking
Television
Skeleton
Research
3 Citations (Scopus)

A modular approach to landmark detection based on a Bayesian network and categorized context logs

Lim, S., Lee, S. H. & Cho, S-B., 2016 Jan 1, In : Information sciences. 330, p. 145-156 12 p.

Research output: Contribution to journalArticle

Bayesian networks
Landmarks
Bayesian Networks
Data storage equipment
Datalog
15 Citations (Scopus)

Anomalous query access detection in RBAC-administered databases with random forest and PCA

Ronao, C. A. & Cho, S-B., 2016 Nov 10, In : Information sciences. 369, p. 238-250 13 p.

Research output: Contribution to journalArticle

Role-based Access Control
Random Forest
Access control
Principal component analysis
Principal Component Analysis
7 Citations (Scopus)

Design of self-adaptive and equilibrium differential evolution optimized radial basis function neural network classifier for imputed database

Dash, C. S. K., Saran, A., Sahoo, P., Dehuri, S. & Cho, S-B., 2016 Sep 1, In : Pattern Recognition Letters. 80, p. 76-83 8 p.

Research output: Contribution to journalArticle

Classifiers
Neural networks
Learning systems
20 Citations (Scopus)

Exploiting machine learning techniques for location recognition and prediction with smartphone logs

Cho, S-B., 2016 Feb 2, In : Neurocomputing. 176, p. 98-106 9 p.

Research output: Contribution to journalArticle

Smartphones
Learning systems
Location based services
Decision Trees
Research Personnel
176 Citations (Scopus)

Human activity recognition with smartphone sensors using deep learning neural networks

Ronao, C. A. & Cho, S-B., 2016 Oct 15, In : Expert Systems with Applications. 59, p. 235-244 10 p.

Research output: Contribution to journalArticle

Smartphones
Neural networks
Time series
Sensors
Fast Fourier transforms
7 Citations (Scopus)

Integration of fuzzy Markov random field and local information for separation of moving objects and shadows

Subudhi, B. N., Ghosh, S., Cho, S-B. & Ghosh, A., 2016 Feb 20, In : Information sciences. 331, p. 15-31 17 p.

Research output: Contribution to journalArticle

Moving Objects
Random Field
Pixels
Fuzzy clustering
Pixel
7 Citations (Scopus)

Layered hidden Markov models to recognize activity with built-in sensors on Android smartphone

Lee, Y. S. & Cho, S-B., 2016 Nov 1, In : Pattern Analysis and Applications. 19, 4, p. 1181-1193 13 p.

Research output: Contribution to journalArticle

Smartphones
Hidden Markov models
Sensors
Mobile phones
Health care
2 Citations (Scopus)

On the mining of fuzzy association rule using multiobjective genetic algorithms

Kalia, H., Dehuri, S., Ghosh, A. & Cho, S-B., 2016 Jan 1, In : International Journal of Data Mining, Modelling and Management. 8, 1, p. 1-31 31 p.

Research output: Contribution to journalArticle

Fuzzy Association Rules
Multi-objective Genetic Algorithm
Association Rule Mining
Association rules
Fuzzy Sets
2 Citations (Scopus)

Towards sustainable smart homes by a hierarchical hybrid architecture of an intelligent agent

Yang, K. & Cho, S-B., 2016 Oct 13, In : Sustainability (Switzerland). 8, 10, 1020.

Research output: Contribution to journalArticle

Intelligent agents
automation
Automation
services
performance
2015
2 Citations (Scopus)

A hybrid method for classifying cognitive states from fMRI data

Parida, S., Dehuri, S., Cho, S-B., Cacha, L. A. & Poznanski, R. R., 2015 Jan 1, In : Journal of Integrative Neuroscience. 14, 3, p. 355-368 14 p.

Research output: Contribution to journalArticle

Decision Trees
Magnetic Resonance Imaging
Brain
5 Citations (Scopus)

An Empirical Analysis of Evolved Radial Basis Function Networks and Support Vector Machines with Mixture of Kernels

Dash, C. S. K., Sahoo, P., Dehuri, S. & Cho, S-B., 2015 Aug 24, In : International Journal on Artificial Intelligence Tools. 24, 4, 1550013.

Research output: Contribution to journalArticle

Radial basis function networks
Support vector machines
Learning systems
Neural networks
Learning algorithms

A special section on computational systems for medical and health informatics

Kwoh, C. K., Li, X., Zheng, J. & Cho, S-B., 2015 Jan 1, In : Journal of Medical Imaging and Health Informatics. 5, 5, p. 1084-1087 4 p.

Research output: Contribution to journalArticle

Medical Informatics
Health
3 Citations (Scopus)

Combining localized fusion and dynamic selection for high-performance SVM

Min, J. K., Hong, J. H. & Cho, S-B., 2015 Jan 1, In : Expert Systems with Applications. 42, 1, p. 9-20 12 p.

Research output: Contribution to journalArticle

Support vector machines
Fusion reactions
Classifiers
1 Citation (Scopus)

Inference of other's internal neural models from active observation

Kim, K. J. & Cho, S-B., 2015 Feb 1, In : BioSystems. 128, p. 37-47 11 p.

Research output: Contribution to journalArticle

Observation
Internal
Theory of Mind
Problem-Based Learning
Physics
8 Citations (Scopus)

Integrated modular Bayesian networks with selective inference for context-aware decision making

Lee, S. H., Yang, K. M. & Cho, S-B., 2015 Sep 2, In : Neurocomputing. 163, p. 38-46 9 p.

Research output: Contribution to journalArticle

Bayesian networks
Decision Making
Decision making
Knowledge Management
Information Storage and Retrieval
1 Citation (Scopus)

Machine learning approaches for cognitive state classification and brain activity prediction: A survey

Parida, S., Dehuri, S. & Cho, S. B., 2015 Oct 1, In : Current Bioinformatics. 10, 4, p. 344-359 16 p.

Research output: Contribution to journalArticle

Functional Magnetic Resonance Imaging
Learning systems
Brain
Machine Learning
Classifiers
4 Citations (Scopus)

Meta-classifiers for high-dimensional, small sample classification for gene expression analysis

Kim, K. J. & Cho, S-B., 2015 Aug 24, In : Pattern Analysis and Applications. 18, 3, p. 553-569 17 p.

Research output: Contribution to journalArticle

Gene expression
Classifiers
Evolutionary algorithms
Feature extraction
Microarrays
5 Citations (Scopus)

Mobile information recommendation using multi-criteria decision making with bayesian network

Park, H. S., Park, M. H. & Cho, S. B., 2015 Jan 1, In : International Journal of Information Technology and Decision Making. 14, 2, p. 317-338 22 p.

Research output: Contribution to journalArticle

Recommender systems
Bayesian networks
Decision making
Internet
Neural networks
4 Citations (Scopus)

Swarm intelligence in multiple and many objectives optimization: A survey and topical study on EEG signal analysis

Mishra, B. S. P., Dehuri, S. & Cho, S-B., 2015 Jan 1, In : Studies in Computational Intelligence. 592, p. 27-73 47 p.

Research output: Contribution to journalArticle

Signal analysis
Electroencephalography
Ant colony optimization
Birds
Particle swarm optimization (PSO)
2 Citations (Scopus)

Towards crafting an improved functional link artificial neural network based on differential evolution and feature selection

Dash, S. K., Behera, A. K., Dehuri, S., Cho, S-B. & Wang, G. N., 2015 Jan 1, In : Informatica (Slovenia). 39, 2, p. 195-208 14 p.

Research output: Contribution to journalArticle

Differential Evolution
Feature Selection
Artificial Neural Network
Feature extraction
Neural networks
3 Citations (Scopus)
Differential Evolution
Feature Selection
Artificial Neural Network
Feature extraction
Neural networks
2014
45 Citations (Scopus)

Activity recognition with android phone using mixture-of-experts co-trained with labeled and unlabeled data

Lee, Y. S. & Cho, S-B., 2014 Feb 27, In : Neurocomputing. 126, p. 106-115 10 p.

Research output: Contribution to journalArticle

Cell Phones
Smartphones
Mobile phones
Human Activities
Research Personnel
6 Citations (Scopus)
Hybrid systems
Mobile robots
Robots
Planning
Simulators
6 Citations (Scopus)

A lifelog browser for visualization and search of mobile everyday-life

Hwang, K. S. & Cho, S. B., 2014 Jan 1, In : Mobile Information Systems. 10, 3, p. 243-258 16 p.

Research output: Contribution to journalArticle

Mobile devices
Visualization
Bayesian networks
Experiments
1 Citation (Scopus)
Neurons
Neuron
Brain
Mirror
Mirrors

Recognizing multi-modal sensor signals using evolutionary learning of dynamic Bayesian networks

Lee, Y. S. & Cho, S-B., 2014 Jan 1, In : Pattern Analysis and Applications. 17, 4, p. 695-707 13 p.

Research output: Contribution to journalArticle

Bayesian networks
Sensors
Semantics
Gyroscopes
Model structures
2013
3 Citations (Scopus)

A mobile picture tagging system using tree-structured layered Bayesian networks

Lee, Y. S. & Cho, S. B., 2013 Jan 1, In : Mobile Information Systems. 9, 3, p. 209-224 16 p.

Research output: Contribution to journalArticle

Digital storage
Bayesian networks
Mobile phones
User interfaces
Semantics