Sung-Bae Cho

Orcid: 0000-0002-0185-1769

According to our database1, Sung-Bae Cho authored at least 492 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Expediting Prediction Accuracy with Exploration and Incorporation of Virtual Data.
SN Comput. Sci., June, 2024

PANDA: Expanded Width-Aware Message Passing Beyond Rewiring.
CoRR, 2024

Stochastic Sampling for Contrastive Views and Hard Negative Samples in Graph-based Collaborative Filtering.
CoRR, 2024

Disentangled Prototypical Convolutional Network for Few-Shot Learning in In-Vehicle Noise Classification.
IEEE Access, 2024

Enhancing Road Safety and Cybersecurity in Traffic Management Systems: Leveraging the Potential of Reinforcement Learning.
IEEE Access, 2024

Contrastive Learning of Multivariate Gaussian Distributions of Incremental Classes for Continual Learning.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

2023
Triplet-trained graph transformer with control flow graph for few-shot malware classification.
Inf. Sci., November, 2023

Malware classification with disentangled representation learning of evolutionary triplet network.
Neurocomputing, October, 2023

A graph convolution network with subgraph embedding for mutagenic prediction in aromatic hydrocarbons.
Neurocomputing, April, 2023

Predicting Residential Energy Consumption by Explainable Deep Learning with Long-Term and Short-Term Latent Variables.
Cybern. Syst., April, 2023

RDGCL: Reaction-Diffusion Graph Contrastive Learning for Recommendation.
CoRR, 2023

A residual graph convolutional network with spatio-temporal features for autism classification from fMRI brain images.
Appl. Soft Comput., 2023

An Elitist Artificial Electric Field Algorithm Based Random Vector Functional Link Network for Cryptocurrency Prices Forecasting.
IEEE Access, 2023

Blurring-Sharpening Process Models for Collaborative Filtering.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Subgraph Embedded GIN with Attention for Graph Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

GREAD: Graph Neural Reaction-Diffusion Networks.
Proceedings of the International Conference on Machine Learning, 2023

Exploiting Local Information with Subgraph Embedding for Graph Neural Networks.
Proceedings of the IEEE International Conference on Data Mining, 2023

A Causally Explainable Deep Learning Model with Modular Bayesian Network for Predicting Electric Energy Demand.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Adversarial Discriminator to Mitigate Gender Bias in Abusive Language Detection.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Phishing URL Detection with Prototypical Neural Network Disentangled by Triplet Sampling.
Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022
Cross-Domain Adaptation Using Domain Interpolation for Rotating Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022

Cybersecurity applications of computational intelligence.
Neural Comput. Appl., 2022

An information theoretic approach to reducing algorithmic bias for machine learning.
Neurocomputing, 2022

A deep neural network ensemble of multimodal signals for classifying excavator operations.
Neurocomputing, 2022

Towards effective detection of elderly falls with CNN-LSTM neural networks.
Neurocomputing, 2022

Prediction of exchange rate using improved particle swarm optimised radial basis function networks.
Int. J. Adv. Intell. Paradigms, 2022

Insider attack detection in database with deep metric neural network with Monte Carlo sampling.
Log. J. IGPL, 2022

GREAD: Graph Neural Reaction-Diffusion Equations.
CoRR, 2022

Perturbation-Recovery Method for Recommendation.
CoRR, 2022

Obfuscated Malware Detection Using Deep Generative Model based on Global/Local Features.
Comput. Secur., 2022

Intelligent Financial Forecasting With an Improved Chemical Reaction Optimization Algorithm Based Dendritic Neuron Model.
IEEE Access, 2022

A Vision Transformer Enhanced with Patch Encoding for Malware Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Gradient Regularization with Multivariate Distribution of Previous Knowledge for Continual Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

A Neuro-Symbolic AI System for Visual Question Answering in Pedestrian Video Sequences.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Evolutionary Triplet Network of Learning Disentangled Malware Space for Malware Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

ELMVDP: extreme learning based virtual data position exploration and incorporation method for escalation of time series forecasting accuracy.
Proceedings of the OITS International Conference on Information Technology, 2022

TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Feature Space Transformation for Fault Diagnosis of Rotating Machinery under Different Working Conditions.
Sensors, 2021

Biogeography based optimization for mining rules to assess credit risk.
Intell. Syst. Account. Finance Manag., 2021

Inference of Other's Minds with Limited Information in Evolutionary Robotics.
Int. J. Soc. Robotics, 2021

Optimizing CNN-LSTM neural networks with PSO for anomalous query access control.
Neurocomputing, 2021

Deep CNN transferred from VAE and GAN for classifying irritating noise in automobile.
Neurocomputing, 2021

Explainable prediction of electric energy demand using a deep autoencoder with interpretable latent space.
Expert Syst. Appl., 2021

A systematic analysis and guidelines of graph neural networks for practical applications.
Expert Syst. Appl., 2021

Extracting salient information from discarded features via attribute selection and pruning.
Appl. Soft Comput., 2021

Cross-Domain Fault Diagnosis of Rotating Machinery Using Discriminative Feature Attention Network.
IEEE Access, 2021

Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution Network.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature Learning.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Learning Dynamic Connectivity with Residual-Attention Network for Autism Classification in 4D fMRI Brain Images.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Directional Graph Transformer-Based Control Flow Embedding for Malware Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Integrating Deep Learning with First-Order Logic Programmed Constraints for Zero-Day Phishing Attack Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021

Evolutionary Optimization of Neuro-Symbolic Integration for Phishing URL Detection.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Adversarial Signal Augmentation for CNN-LSTM to Classify Impact Noise in Automobiles.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020
A novel committee machine and reviews of neural network and statistical models for currency exchange rate prediction: An experimental analysis.
J. King Saud Univ. Comput. Inf. Sci., 2020

A convolutional neural-based learning classifier system for detecting database intrusion via insider attack.
Inf. Sci., 2020

Research contributions published on betweenness centrality algorithm: modelling to analysis in the context of social networking.
Int. J. Soc. Netw. Min., 2020

Bayesian networks + reinforcement learning: Controlling group emotion from sensory stimuli.
Neurocomputing, 2020

3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance.
Int. J. Neural Syst., 2020

Missing data imputation over academic records of electrical engineering students.
Log. J. IGPL, 2020

Evolutionary Reinforcement Learning for Adaptively Detecting Database Intrusions.
Log. J. IGPL, 2020

An evaluation of ear biometric system based on enhanced Jaya algorithm and SURF descriptors.
Evol. Intell., 2020

Unsupervised Functional Link Artificial Neural Networks for Cluster Analysis.
IEEE Access, 2020

Interpretable Deep Learning with Hybrid Autoencoders to Predict Electric Energy Consumption.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

A Deep Metric Neural Network with Disentangled Representation for Detecting Smartphone Glass Defects.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Automated Learning of In-vehicle Noise Representation with Triplet-Loss Embedded Convolutional Beamforming Network.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Learning Disentangled Representation of Residential Power Demand Peak via Convolutional-Recurrent Triplet Network.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Electric Energy Demand Forecasting with Explainable Time-series Modeling.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

A Monte Carlo Search-Based Triplet Sampling Method for Learning Disentangled Representation of Impulsive Noise on Steering Gear.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Generative Adversarial Network with Guided Generator for Non-stationary Noise Cancelation.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Detecting Intrusion via Insider Attack in Database Transactions by Learning Disentangled Representation with Deep Metric Neural Network.
Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

Fair Representation for Safe Artificial Intelligence via Adversarial Learning of Unbiased Information Bottleneck.
Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019
Exploiting deep convolutional neural networks for a neural-based learning classifier system.
Neurocomputing, 2019

A personalized context-aware soft keyboard adapted by random forest trained with additional data of same cluster.
Neurocomputing, 2019

Hierarchical modular Bayesian networks for low-power context-aware smartphone.
Neurocomputing, 2019

An Integrated CRO and FLANN Based Classifier for a Non-Imputed and Inconsistent Dataset.
Int. J. Artif. Intell. Tools, 2019

Predicting repayment of borrows in peer-to-peer social lending with deep dense convolutional network.
Expert Syst. J. Knowl. Eng., 2019

An ensemble semi-supervised learning method for predicting defaults in social lending.
Eng. Appl. Artif. Intell., 2019

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network.
CoRR, 2019

Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning.
CoRR, 2019

An efficient concentrative photovoltaic solar system with Bayesian selection of optimal solar tracking algorithms.
Appl. Soft Comput., 2019

Classifying Excavator Operations with Fusion Network of Multi-modal Deep Learning Models.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Cycle-Consistent InfoGAN for Speech Enhancement in Various Background Noises.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Unsupervised Novelty Detection in Video with Adversarial Autoencoder Based on Non-Euclidean Space.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

A Deep Learning-Based Surface Defect Inspection System for Smartphone Glass.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

CNN-LSTM Neural Networks for Anomalous Database Intrusion Detection in RBAC-Administered Model.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Particle Swarm Optimization-based CNN-LSTM Networks for Forecasting Energy Consumption.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Evolutionary Optimization of Hyperparameters in Deep Learning Models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Optimal Trajectory Path Generation for Jointed Structure of Excavator using Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Personalized POI Embedding for Successive POI Recommendation with Large-scale Smart Card Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Classifying In-vehicle Noise from Multi-channel Sound Spectrum by Deep Beamforming Networks.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Fuzzy-Rough Entropy Measure and Histogram Based Patient Selection for miRNA Ranking in Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Sensor Information Fusion by Integrated AI to Control Public Emotion in a Cyber-Physical Environment.
Sensors, 2018

Zero-day malware detection using transferred generative adversarial networks based on deep autoencoders.
Inf. Sci., 2018

An evolutionary agent-based framework for modeling and analysis of labor market.
Neurocomputing, 2018

Surrogate-Assisted Multi-objective Genetic Algorithms for Fuzzy Rule-Based Classification.
Int. J. Fuzzy Syst., 2018

A review and empirical analysis of neural networks based exchange rate prediction.
Intell. Decis. Technol., 2018

Web traffic anomaly detection using C-LSTM neural networks.
Expert Syst. Appl., 2018

Deep Dense Convolutional Networks for Repayment Prediction in Peer-to-Peer Lending.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial Network.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Detecting Intrusive Malware with a Hybrid Generative Deep Learning Model.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Predicting the Household Power Consumption Using CNN-LSTM Hybrid Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Learning Optimal Q-Function Using Deep Boltzmann Machine for Reliable Trading of Cryptocurrency.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle Sensors.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

A Hybrid Deep Learning System of CNN and LRCN to Detect Cyberbullying from SNS Comments.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Applying accuracy-based LCS to detecting anomalous database access.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017
Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining.
Soft Comput., 2017

Modular Bayesian Networks with Low-Power Wearable Sensors for Recognizing Eating Activities.
Sensors, 2017

A context-aware system in Internet of Things using modular Bayesian networks.
Int. J. Distributed Sens. Networks, 2017

Recognizing human activities from smartphone sensors using hierarchical continuous hidden Markov models.
Int. J. Distributed Sens. Networks, 2017

Learning Classifier Systems for Adaptive Learning of Intrusion Detection System.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Adaptive Database Intrusion Detection Using Evolutionary Reinforcement Learning.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Learning Bayesian Network to Predict Group Emotion in Kindergarten by Evolutionary Computation.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Despeckling with Structure Preservation in Clinical Ultrasound Images Using Historical Edge Information Weighted Regularizer.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2017

Visual Tools to Lecture Data Analytics and Engineering.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Stochastic and Non-Stochastic Feature Selection.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Offensive Sentence Classification Using Character-Level CNN and Transfer Learning with Fake Sentences.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Dempster-Shafer Fusion of Semi-supervised Learning Methods for Predicting Defaults in Social Lending.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Malware Detection Using Deep Transferred Generative Adversarial Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Hybrid System of Deep Learning and Learning Classifier System for Database Intrusion Detection.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Locally and Globally Tuned Chaotic Biogeography-Based Optimization Algorithm.
Proceedings of the 2017 International Conference on Information Technology, 2017

Divide-and-Conquer Approach for Revealing the Non-dominated Solutions in Multi-objective Optimization Problem.
Proceedings of the 2017 International Conference on Information Technology, 2017

2016
Design of self-adaptive and equilibrium differential evolution optimized radial basis function neural network classifier for imputed database.
Pattern Recognit. Lett., 2016

Layered hidden Markov models to recognize activity with built-in sensors on Android smartphone.
Pattern Anal. Appl., 2016

Integration of fuzzy Markov random field and local information for separation of moving objects and shadows.
Inf. Sci., 2016

Anomalous query access detection in RBAC-administered databases with random forest and PCA.
Inf. Sci., 2016

A modular approach to landmark detection based on a Bayesian network and categorized context logs.
Inf. Sci., 2016

Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2016

Exploiting machine learning techniques for location recognition and prediction with smartphone logs.
Neurocomputing, 2016

On the mining of fuzzy association rule using multi-objective genetic algorithms.
Int. J. Data Min. Model. Manag., 2016

Human activity recognition with smartphone sensors using deep learning neural networks.
Expert Syst. Appl., 2016

Radial basis function neural networks: a topical state-of-the-artsurvey.
Open Comput. Sci., 2016

Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Analysis of an Intention-Response Model Inspired by Brain Nervous System for Cognitive Robot.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Sensory Control System for Adjusting Group Emotion Using Bayesian Networks and Reinforcement Learning.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

A Context-Aware Keyboard Generator for Smartphone Using Random Forest and Rule-Based System.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015
Swarm Intelligence in Multiple and Many Objectives Optimization: A Survey and Topical Study on EEG Signal Analysis.
Proceedings of the Multi-objective Swarm Intelligence, 2015

Meta-classifiers for high-dimensional, small sample classification for gene expression analysis.
Pattern Anal. Appl., 2015

Towards Crafting an Improved Functional Link Artificial Neural Network Based on Differential Evolution and Feature Selection.
Informatica (Slovenia), 2015

Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2015

Integrated modular Bayesian networks with selective inference for context-aware decision making.
Neurocomputing, 2015

Mobile Information Recommendation Using Multi-Criteria Decision Making with Bayesian Network.
Int. J. Inf. Technol. Decis. Mak., 2015

Weapon target assignment problem: multi-objective formulation, optimisation using MOPSO and TOPSIS.
Int. J. Intell. Def. Support Syst., 2015

Towards Crafting a Smooth and Accurate Functional Link Artificial Neural Networks Based on Differential Evolution and Feature Selection for Noisy Database.
Int. J. Comput. Intell. Syst., 2015

An Empirical Analysis of Evolved Radial Basis Function Networks and Support Vector Machines with Mixture of Kernels.
Int. J. Artif. Intell. Tools, 2015

Editorial: Special issue HAIS12-IGPL.
Log. J. IGPL, 2015

Combining localized fusion and dynamic selection for high-performance SVM.
Expert Syst. Appl., 2015

Inference of other's internal neural models from active observation.
Biosyst., 2015

Modeling and Analysis of Agent-Based Labor Market.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Predicting the success of bank telemarketing using deep convolutional neural network.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

A group emotion control system based on reinforcement learning.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Automatic generation of GUI for smartphone IME by classifying user behavior patterns.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Optimal partial filters of EEG signals for shared control of vehicle.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Predicting group emotion in kindergarten classes by modular Bayesian networks.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Mining SQL Queries to Detect Anomalous Database Access using Random Forest and PCA.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Deep Convolutional Neural Networks for Human Activity Recognition with Smartphone Sensors.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Random Forests with Weighted Voting for Anomalous Query Access Detection in Relational Databases.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

A Low-Power Context-Aware System for Smartphone Using Hierarchical Modular Bayesian Networks.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

A Dining Context-Aware System with Mobile and Wearable Devices.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

A Smartphone Management Method to Save Battery Using Bayesian Networks and Fuzzy System.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Recognizing multi-modal sensor signals using evolutionary learning of dynamic Bayesian networks.
Pattern Anal. Appl., 2014

A lifelog browser for visualization and search of mobile everyday-life.
Mob. Inf. Syst., 2014

Activity recognition with android phone using mixture-of-experts co-trained with labeled and unlabeled data.
Neurocomputing, 2014

Recognizing Semantic Locations from Smartphone Log with Combined Machine Learning Techniques.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Planning-driven behavior selection network for controlling a humanoid robot.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

An Agent Response System Based on Mirror Neuron and Theory of Mind.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Modular dynamic Bayesian network based on Markov boundary for emotion prediction in multi-sensory environment.
Proceedings of the 10th International Conference on Natural Computation, 2014

Human activity recognition using smartphone sensors with two-stage continuous hidden Markov models.
Proceedings of the 10th International Conference on Natural Computation, 2014

Context-aware smartphone application category recommender system with modularized Bayesian networks.
Proceedings of the 10th International Conference on Natural Computation, 2014

A brain-computer interface for shared vehicle control on TORCS car racing game.
Proceedings of the 10th International Conference on Natural Computation, 2014

Intention-response model based on mirror neuron and theory of mind.
Proceedings of the 10th International Conference on Natural Computation, 2014

A Hybrid Recommender System Based on AHP That Awares Contexts with Bayesian Networks for Smart TV.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
A mobile picture tagging system using tree-structured layered Bayesian networks.
Mob. Inf. Syst., 2013

Feature Selection for Designing a Novel Differential Evolution Trained Radial Basis Function Network for Classification.
Int. J. Appl. Metaheuristic Comput., 2013

Differential Evolution-Based Optimization of Kernel Parameters in Radial Basis Function Networks for Classification.
Int. J. Appl. Evol. Comput., 2013

Bayesian and behavior networks for context-adaptive user interface in a ubiquitous home environment.
Expert Syst. Appl., 2013

Mobile context inference using two-layered Bayesian networks for smartphones.
Expert Syst. Appl., 2013

DE+RBFNs based classification: A special attention to removal of inconsistency and irrelevant features.
Eng. Appl. Artif. Intell., 2013

Game AI Competitions: An Open Platform for Computational Intelligence Education [Educational Forum].
IEEE Comput. Intell. Mag., 2013

STRIPS Planning with Modular Behavior Selection Networks for Smart Home Agents.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

Evolutionary conditions for the emergence of robotic theory of mind with multiple goals.
Proceedings of the 2013 IEEE Workshop on Robotic Intelligence In Informationally Structured Space, 2013

A Recurrent Neural Network with Non-gesture Rejection Model for Recognizing Gestures with Smartphone Sensors.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

An Effective Retrieval Method with Semantic Networks for Mobile Life-Log of Smartphones.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

P300 BCI based planning behavior selection network for humanoid robot control.
Proceedings of the Ninth International Conference on Natural Computation, 2013

A HMM-Based Location Prediction Framework with Location Recognizer Combining k-Nearest Neighbor and Multiple Decision Trees.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

KeyGraph-Based Social Network Generation for Mobile Context Sharing.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Replay-based strategy prediction and build order adaptation for StarCraft AI bots.
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

2012
An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification.
J. Syst. Softw., 2012

Exploiting indoor location and mobile information for context-awareness service.
Inf. Process. Manag., 2012

Learning Fuzzy Network Using Sequence Bound Global Particle Swarm Optimizer.
Int. J. Fuzzy Syst. Appl., 2012

Lost Student Tracking in an Incomplete and Imprecise Information Environment Using Soft Computing Paradigm.
Int. J. Artif. Life Res., 2012

Adaptive mixture-of-experts models for data glove interface with multiple users.
Expert Syst. Appl., 2012

An intelligent synthetic character for smartphone with Bayesian networks and behavior selection networks.
Expert Syst. Appl., 2012

Evolutionary attribute ordering in Bayesian networks for predicting the metabolic syndrome.
Expert Syst. Appl., 2012

A modular design of Bayesian networks using expert knowledge: Context-aware home service robot.
Expert Syst. Appl., 2012

Semantic management of multiple contexts in a pervasive computing framework.
Expert Syst. Appl., 2012

Environmentally realistic fingerprint-image generation with evolutionary filter-bank optimization.
Expert Syst. Appl., 2012

2011 IEEE Conference on Computational Intelligence and Games [Conference Reports].
IEEE Comput. Intell. Mag., 2012

Automated synthesis of multiple analog circuits using evolutionary computation for redundancy-based fault-tolerance.
Appl. Soft Comput., 2012

A Battery-Aware Energy-Efficient Android Phone with Bayesian Networks.
Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

Dynamic quest plot generation using Petri net planning.
Proceedings of the Workshop at SIGGRAPH Asia, 2012

Generating Diverse Behaviors of Evolutionary Robots with Speciation for Theory of Mind.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Solving Graph Coloring Problem by Fuzzy Clustering-Based Genetic Algorithm.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Automatic image tagging using two-layered Bayesian networks and mobile data from smart phones.
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia, 2012

Hierarchical Planning of Modular Behaviour Networks for Office Delivery Robot.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Rome, Italy, 28, 2012

Mobile Intelligent Synthetic Character in Smartphone Using Behavior Selection Network.
Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

An Efficient Energy Management System for Android Phone Using Bayesian Networks.
Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

Fusion of Modular Bayesian Networks for Context-Aware Decision Making.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Interactive differential evolution for image enhancement application in smart phone.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Swarm Intelligence and Neural Networks.
Proceedings of the Integration of Swarm Intelligence and Artificial Neural Network, 2011

Mobile Human Network Management and Recommendation by Probabilistic Social Mining.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Correlation analysis and performance evaluation of distance measures for evolutionary neural networks.
J. Intell. Fuzzy Syst., 2011

Evolutionary neural networks for practical applications.
J. Intell. Fuzzy Syst., 2011

A personalized summarization of video life-logs from an indoor multi-camera system using a fuzzy rule-based system with domain knowledge.
Inf. Syst., 2011

Bayesian Network-Based High-Level Context Recognition for Mobile Context Sharing in Cyber-Physical System.
Int. J. Distributed Sens. Networks, 2011

A Novel Particle Swarm Optimization Algorithm for Multi-Objective Combinatorial Optimization Problem.
Int. J. Appl. Metaheuristic Comput., 2011

A New Approach to Associative Classification Based on Binary Multi-objective Particle Swarm Optimization.
Int. J. Appl. Metaheuristic Comput., 2011

Context-Aware Petri Net for Dynamic Procedural Content Generation in Role-Playing Game.
IEEE Comput. Intell. Mag., 2011

A condensed polynomial neural network for classification using swarm intelligence.
Appl. Soft Comput., 2011

Exploiting mobile contexts for Petri-net to generate a story in cartoons.
Appl. Intell., 2011

Activity recognition based on wearable sensors using selection/fusion hybrid ensemble.
Proceedings of the IEEE International Conference on Systems, 2011

Enhancing hand gesture recognition using fuzzy clustering-based mixture-of-experts model.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

Emergence of Leadership in Evolving Robot Colony.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Human Activity Inference Using Hierarchical Bayesian Network in Mobile Contexts.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

An adaptive binary PSO to learn bayesian classifier for prognostic modeling of metabolic syndrome.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A serial and parallel genetic based learning algorithm for Bayesian classifier to predict metabolic syndrome.
Proceedings of the 4th Bangalore Annual Compute Conference, Compute 2011, 2011

An efficient genetic algorithm with fuzzy c-means clustering for traveling salesman problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Structure evolution of dynamic Bayesian network for traffic accident detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A hybrid genetic based functional link artificial neural network with a statistical comparison of classifiers over multiple datasets.
Neural Comput. Appl., 2010

A comprehensive survey on functional link neural networks and an adaptive PSO-BP learning for CFLNN.
Neural Comput. Appl., 2010

Fingerprint classification based on subclass analysis using multiple templates of support vector machines.
Intell. Data Anal., 2010

ConaMSN: A context-aware messenger using dynamic Bayesian networks with wearable sensors.
Expert Syst. Appl., 2010

Evolutionarily optimized features in functional link neural network for classification.
Expert Syst. Appl., 2010

Adaptive behaviors of reactive mobile robot with Bayesian inference in nonstationary environments.
Appl. Intell., 2010

A Mobile Context Sharing System Using Activity and Emotion Recognition with Bayesian Networks.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Hierarchical Probabilistic Network-Based System for Traffic Accident Detection at Intersections.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Building Mobile Social Network with Semantic Relation Using Bayesian NeTwork-based Life-log Mining.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Semantic Networks of Mobile Life-Log for Associative Search Based on Activity Theory.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Parameter Learning in Bayesian Network Using Semantic Constraints of Conversational Feedback.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Mobile Sync-application for Life Logging and High-Level Context Using Bayesian Network.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

A hybrid method of Dijkstra algorithm and evolutionary neural network for optimal Ms. Pac-Man agent.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

A selective template matching algorithm for short and intuitive gesture UI of accelerometer-builtin mobile phones.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Exploring Features and Classifiers to Classify MicroRNA Expression Profiles of Human Cancer.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Online Gesture Recognition for User Interface on Accelerometer Built-in Mobile Phones.
Proceedings of the Neural Information Processing. Models and Applications, 2010

A Mobile Intelligent Synthetic Character with Natural Behavior Generation.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010

Predicting user Activities in the Sequence of Mobile Context for Ambient Intelligence Environment using Dynamic Bayesian Network.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

A Spontaneous Topic Change of Dialogue for Conversational Agent Based on Human Cognition and Memory.
Proceedings of the Agents and Artificial Intelligence - Second International Conference, 2010

Changing Topics of Dialogue for Natural Mixed-initiative Interaction of Conversational Agent based on Human Cognition and Memory.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

Enhanced user immersive experience with a virtual reality based FPS game interface.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Fitness approximation for genetic algorithm using combination of approximation model and fuzzy clustering technique.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Empirical analysis of international trade market using evolutionary multi-agent modeling with game theory.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Analysis of evolutionary process using evolutionary activity and modular schema analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Mobile interface for adaptive image refinement using interactive evolutionary computing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Novel Evolutionary Approach to Image Enhancement Filter Design: Method and Applications.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Gene boosting for cancer classification based on gene expression profiles.
Pattern Recognit., 2009

Landmark detection from mobile life log using a modular Bayesian network model.
Expert Syst. Appl., 2009

Multi-criterion Pareto based particle swarm optimized polynomial neural network for classification: A review and state-of-the-art.
Comput. Sci. Rev., 2009

Improving evolvable hardware by applying the speciation technique.
Appl. Soft Comput., 2009

Mining and Visualizing Mobile Social Network Based on Bayesian Probabilistic Model.
Proceedings of the Ubiquitous Intelligence and Computing, 6th International Conference, 2009

Robotic intelligence with behavior selection network for Bayesian network ensemble.
Proceedings of the 2009 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, 2009

Automatic weblog generation using mobile context.
Proceedings of the MoMM'2009, 2009

A Hybrid APSO-aided Learnable Bayesian Classifier.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Combining Multiple Evolved Analog Circuits for Robust Evolvable Hardware.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Evaluation of Distance Measures for Speciated Evolutionary Neural Networks in Pattern Classification Problems.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Gesture based dialogue management using behavior network for flexibility of human robot interaction.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

A Hybrid Cultural Algorithm with Local Search for Traveling Salesman Problem.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

Optimal strategy selection of non-player character on real time strategy game using a speciated evolutionary algorithm.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Modeling multi-agent labor market based on co-evolutionary computation and game theory.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
An Evolutionary Algorithm Approach to Optimal Ensemble Classifiers for DNA Microarray Data Analysis.
IEEE Trans. Evol. Comput., 2008

Fingerprint classification using one-vs-all support vector machines dynamically ordered with naive Bayes classifiers.
Pattern Recognit., 2008

Evolutionary ensemble of diverse artificial neural networks using speciation.
Neurocomputing, 2008

A probabilistic multi-class strategy of one-vs.-rest support vector machines for cancer classification.
Neurocomputing, 2008

Observational emergence in evolutionary fuzzy robotics.
Int. J. Model. Identif. Control., 2008

Particle Swarm Optimised polynomial neural network for classification: a multi-objective view.
Int. J. Intell. Def. Support Syst., 2008

mtDNAmanager: a Web-based tool for the management and quality analysis of mitochondrial DNA control-region sequences.
BMC Bioinform., 2008

A novel particle swarm optimization for multiple campaigns assignment problem.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

Context-Adaptive User Interface in Ubiquitous Home Generated by Bayesian and Action Selection Networks.
Proceedings of the Ubiquitous Intelligence and Computing, 5th International Conference, 2008

Petri Net-Based Episode Detection and Story Generation from Ubiquitous Life Log.
Proceedings of the Ubiquitous Intelligence and Computing, 5th International Conference, 2008

Recognizing human activities from accelerometer and physiological sensors.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

Optimal view selection and event retrieval in multi-camera office environment.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

Life log management based on machine learning technique.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

Modular Bayesian Network Learning for Mobile Life Understanding.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Genetic Feature Selection for Optimal Functional Link Artificial Neural Network in Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

A Notable Swarm Approach to Evolve Neural Network for Classification in Data Mining.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Fuzzy Rule-Based System with Ontology for Summarization of Multi-camera Event Sequences.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Life Story Generation Using Mobile Context and Petri Net.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Social and Personal Context Modeling for Contact List Recommendation on Mobile Device.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Honey Bee Behavior: A Multi-agent Approach for Multiple Campaigns Assignment Problem.
Proceedings of the 2008 International Conference on Information Technology, 2008

Ensemble approaches in evolutionary game strategies: A case study in Othello.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

Evolving neural NPCs with layered influence map in the real-time simulation game 'Conqueror'.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

Cancer classification with incremental gene selection based on DNA microarray data.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

Restaurant Recommendation for Group of People in Mobile Environments Using Probabilistic Multi-criteria Decision Making.
Proceedings of the Computer-Human Interaction, 8th Asia-Pacific Conference, 2008

2007
Evolutionary Algorithms for Board Game Players with Domain Knowledge.
Proceedings of the Advanced Intelligent Paradigms in Computer Games, 2007

Mixed-Initiative Human-Robot Interaction Using Hierarchical Bayesian Networks.
IEEE Trans. Syst. Man Cybern. Part A, 2007

Autonomous Language Development Using Dialogue-Act Templates and Genetic Programming.
IEEE Trans. Evol. Comput., 2007

AniDiary: Daily Cartoon-Style Diary Exploits Bayesian Networks.
IEEE Pervasive Comput., 2007

Video scene retrieval with interactive genetic algorithm.
Multim. Tools Appl., 2007

KeyGraph-based chance discovery for mobile contents management system.
Int. J. Knowl. Based Intell. Eng. Syst., 2007

Evolutionary fuzzy cluster analysis with Bayesian validation of gene expression profiles.
J. Intell. Fuzzy Syst., 2007

A semantic Bayesian network approach to retrieving information with intelligent conversational agents.
Inf. Process. Manag., 2007

Multiple Decision Templates with Adaptive Features for Fingerprint Classification.
Int. J. Pattern Recognit. Artif. Intell., 2007

Forward selection method with regression analysis for optimal gene selection in cancer classification.
Int. J. Comput. Math., 2007

Personalized mining of web documents using link structures and fuzzy concept networks.
Appl. Soft Comput., 2007

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).
Appl. Soft Comput., 2007

Cancer classification using ensemble of neural networks with multiple significant gene subsets.
Appl. Intell., 2007

Location-Based Recommendation System Using Bayesian User's Preference Model in Mobile Devices.
Proceedings of the Ubiquitous Intelligence and Computing, 4th International Conference, 2007

Ensemble Approaches of Support Vector Machines for Multiclass Classification.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Intelligent OS Process Scheduling Using Fuzzy Inference with User Models.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Episodic Memory for Ubiquitous Multimedia Contents Management System.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Generating Cartoon-Style Summary of Daily Life with Multimedia Mobile Devices.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Multiple Classifier Fusion Using <i>k</i> -Nearest Localized Templates.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Extracting Meaningful Contexts from Mobile Life Log.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Diverse Evolutionary Neural Networks Based on Information Theory.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Integrated Model for Informal Inference Based on Neural Networks.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Automatic Fingerprints Image Generation Using Evolutionary Algorithm.
Proceedings of the Advances in Biometrics, International Conference, 2007

MyView: Personalized Event Retrieval and Video Compositing from Multi-camera Video Images.
Proceedings of the Human Interface and the Management of Information. Methods, 2007

Hybrid of Evolution and Reinforcement Learning for Othello Players.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

Sophisticated Methods for Cancer Classification Using Microarray Data.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007

2006
Uncertainty Reasoning and Chance Discovery.
Proceedings of the Chance Discoveries in Real World Decision Making: Data-based Interaction of Human Intelligence and Artificial Intelligence, 2006

Evolutionary neural networks for anomaly detection based on the behavior of a program.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Efficient huge-scale feature selection with speciated genetic algorithm.
Pattern Recognit. Lett., 2006

Fuzzy Bayesian validation for cluster analysis of yeast cell-cycle data.
Pattern Recognit., 2006

Learning Trajectory Information with Neural Networks and the Markov Model to Develop Intelligent Location-Based Services.
J. Inf. Knowl. Manag., 2006

Automatic Web Service Composition Based on Behavior Network.
J. Adv. Comput. Intell. Intell. Informatics, 2006

Special Issue on Web Services Practices.
J. Adv. Comput. Intell. Intell. Informatics, 2006

Adaptive fingerprint image enhancement with fingerprint image quality analysis.
Image Vis. Comput., 2006

Evolved neural networks based on cellular automata for sensory-motor controller.
Neurocomputing, 2006

Ensemble classifiers based on correlation analysis for DNA microarray classification.
Neurocomputing, 2006

The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming.
Artif. Intell. Medicine, 2006

A unified architecture for agent behaviors with selection of evolved neural network modules.
Appl. Intell., 2006

A Comprehensive Overview of the Applications of Artificial Life.
Artif. Life, 2006

An Intelligent Conversational Agent as the Web Virtual Representative Using Semantic Bayesian Networks.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Ensemble Evolution of Checkers Players with Knowledge of Opening, Middle and Endgame.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Dynamically Subsumed-OVA SVMs for Fingerprint Classification.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Intelligent System Design for Episodic Memory on Mobile Daily Life.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Two-Stage User Mobility Modeling for Intention Prediction for Location-Based Services.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Language Learning for the Autonomous Mental Development of Conversational Agents.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Multi-class Cancer Classification with OVR-Support Vector Machines Selected by Naïve Bayes Classifier.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Objects Relationship Modeling for Improving Object Detection Using Bayesian Network Integration.
Proceedings of the Intelligent Computing, 2006

An Efficient Attribute Ordering Optimization in Bayesian Networks for Prognostic Modeling of the Metabolic Syndrome.
Proceedings of the Computational Intelligence and Bioinformatics, 2006

Online Learning of Bayesian Network Parameters with Incomplete Data.
Proceedings of the Computational Intelligence, 2006

The Embodiment of Autonomic Computing in the Middleware for Distributed System with Bayesian Networks.
Proceedings of the Intelligent Computing, 2006

Evolutionary Image Enhancement for Impulsive Noise Reduction.
Proceedings of the Intelligent Computing, 2006

Effective Fingerprint Classification by Localized Models of Support Vector Machines.
Proceedings of the Advances in Biometrics, International Conference, 2006

Predicting User's Movement with a Combination of Self-Organizing Map and Markov Model.
Proceedings of the Artificial Neural Networks, 2006

A Context-Aware Music Recommendation System Using Fuzzy Bayesian Networks with Utility Theory.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Context Modeling with Bayesian Network Ensemble for Recognizing Objects in Uncertain Environments.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Evolutionary Singularity Filter Bank Optimization for Fingerprint Image Enhancement.
Proceedings of the Applications of Evolutionary Computing, 2006

Evolutionary Aggregation and Refinement of Bayesian Networks.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Evolutionary Othello Players Boosted by Opening Knowledge.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Automatic Generation of Funny Cartoons Diary for Everyday Mobile Life.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Context-Based Scene Recognition Using Bayesian Networks with Scale-Invariant Feature Transform.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

Interactive Learning of Scene Context Extractor Using Combination of Bayesian Network and Logic Network.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Systematically incorporating domain-specific knowledge into evolutionary speciated checkers players.
IEEE Trans. Evol. Comput., 2005

A Review of Performance Evaluation for Biometrics Systems.
Int. J. Image Graph., 2005

A hybrid personal assistant based on Bayesian networks and a rule-based system inside a smartphone.
Int. J. Hybrid Intell. Syst., 2005

Co-evolutionary learning with strategic coalition for multiagents.
Appl. Soft Comput., 2005

Evolutionary Clustering Algorithm with Knowledge-Based Evaluation for Fuzzy Cluster Analysis of Gene Expression Profiles.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Effective Intrusion Type Identification with Edit Distance for HMM-Based Anomaly Detection System.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Language Generation for Conversational Agent by Evolution of Plan Trees with Genetic Programming.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Cancer Prediction Using Diversity-Based Ensemble Genetic Programming.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Activity-Object Bayesian Networks for Detecting Occluded Objects in Uncertain Indoor Environment.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Bayesian Inference Driven Behavior Network Architecture for Avoiding Moving Obstacles.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Bayesian Validation of Fuzzy Clustering for Analysis of Yeast Cell Cycle Data.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Synthetic Character with Bayesian Network and Behavior Network for Intelligent Smartphone.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

A Hierarchical Bayesian Network for Mixed-Initiative Human-Robot Interaction.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Automatic Construction of Bayesian Networks for Conversational Agent.
Proceedings of the Advances in Intelligent Computing, 2005

Evolving Reactive NPCs for the Real-Time Simulation Game.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

2004
An Efficient Algorithm to Compute Differences between Structured Documents.
IEEE Trans. Knowl. Data Eng., 2004

Emotional image and musical information retrieval with interactive genetic algorithm.
Proc. IEEE, 2004

Prediction of colon cancer using an evolutionary neural network.
Neurocomputing, 2004

Fuzzy integration of structure adaptive SOMs for web content mining.
Fuzzy Sets Syst., 2004

Optimal Gene Selection for Cancer Classification with Partial Correlation and k-Nearest Neighbor Classifier.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

A Fuzzy Clustering Algorithm for Analysis of Gene Expression Profiles.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Creative 3D Designs Using Interactive Genetic Algorithm with Structured Directed Graph.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Partially Evaluated Genetic Algorithm Based on Fuzzy c-Means Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 2004

User Adaptive Answers Generation for Conversational Agent Using Genetic Programming.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Evolutionary Learning Program's Behavior in Neural Networks for Anomaly Detection.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Hybrid Intelligent Techniques for Intelligent Personal Assistant in Digital Convergence.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Lymphoma Cancer Classification Using Genetic Programming with SNR Features.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Analyzing fuzzy partitions of Saccharomyces cerevisiae cell-cycle gene expression data by Bayesian validation method.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

Evolution of emergent behaviors for shooting game characters in Robocode.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Speciated GA for optimal ensemble classifiers in DNA microarray classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Adaptive Enhancing of Fingerprint Image with Image Characteristics Analysis.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Agent-Based Evolutionary Labor Market Model with Strategic Coalition.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Domain-Adaptive Conversational Agent with Two-Stage Dialogue Management.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Intrusion Detection for Computer Security.
Proceedings of the Computationally Intelligent Hybrid Systems, 2004

2003
Structure Analysis and Generation for Internet Documents.
Proceedings of the Intelligent Exploration of the Web, 2003

Logical Structure Analysis and Generation for Structured Documents: A Syntactic Approach.
IEEE Trans. Knowl. Data Eng., 2003

Data Mining For Gene Expression Profiles From Dna Microarray.
Int. J. Softw. Eng. Knowl. Eng., 2003

A quantitative analysis of evolvability for an evolutionary fuzzy logic controller.
Integr. Comput. Aided Eng., 2003

Detecting intrusion with rule-based integration of multiple models.
Comput. Secur., 2003

Efficient anomaly detection by modeling privilege flows using hidden Markov model.
Comput. Secur., 2003

Viterbi Algorithm for Intrusion Type Identification in Anomaly Detection System.
Proceedings of the Information Security Applications, 4th International Workshop, 2003

Rule-based integration of multiple measure-models for effective intrusion detection.
Proceedings of the IEEE International Conference on Systems, 2003

Two Sophisticated Techniques to Improve HMM-Based Intrusion Detection Systems.
Proceedings of the Recent Advances in Intrusion Detection, 6th International Symposium, 2003

Evolutionary Learning of Multiagents Using Strategic Coalition in the IPD Game.
Proceedings of the Intelligent Agents and Multi-Agent Systems, 2003

Evolutionary Computation for Optimal Ensemble Classifier in Lymphoma Cancer Classification.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Learning Classifier System for Generating Various Types of Dialogues in Conversational Agent.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

A Two-Stage Bayesian Network for Effective Development of Conversational Agent.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Learning Neural Network Ensemble for Practical Text Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Neural Network Ensemble with Negatively Correlated Features for Cancer Classification.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Generating optimal behaviors of mobile robot using behavior network with planning capability.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Behavior selection architecture for tangible agent.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Evolutionary ensemble classifier for lymphoma and colon cancer classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Evolving artificial neural networks for DNA microarray analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

MEH: modular evolvable hardware for designing complex circuits.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Toward Person Authentication with Point Light Display Using Neural Network Ensembles.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Learning Action Selection Network of Intelligent Agent.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

BN+BN: Behavior Network with Bayesian Network for Intelligent Agent.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

Combining Multiple Host-Based Detectors Using Decision Tree.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

Machine Learning in DNA Microarray Analysis for Cancer Classification.
Proceedings of the First Asia-Pacific Bioinformatics Conference (APBC 2003), 2003

2002
A human-oriented image retrieval system using interactive genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part A, 2002

Incorporating soft computing techniques into a probabilistic intrusion detection system.
IEEE Trans. Syst. Man Cybern. Part C, 2002

Classifying gene expression data of cancer using classifier ensemble with mutually exclusive features.
Proc. IEEE, 2002

Exploring Features and Classifiers to Classify Gene Expression Profiles of Acute Leukemia.
Int. J. Pattern Recognit. Artif. Intell., 2002

Gender recognition of human behaviors using ensembles of neural network classifiers.
Int. J. Comput. Syst. Signals, 2002

Fusion of neural networks with fuzzy logic and genetic algorithm.
Integr. Comput. Aided Eng., 2002

Towards Creative Evolutionary Systems with Interactive Genetic Algorithm.
Appl. Intell., 2002

An Effective HMM-Based Intrusion Detection System with Privilege Change Event Modeling.
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Checkers Strategy Evolution with Speciated Neural Networks.
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Document Reverse Engineering: From Paper to XML.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Analysis of direct manipulation in interactive evolutionary computation on fitness landscape.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Measuring evolvability in evolutionary fuzzy robotics.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Evolving speciated checkers players with crowding algorithm.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Evolving diverse hardwares using speciated genetic algorithm.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

Towards Optimal Feature and Classifier for Gene Expression Classification of Cancer.
Proceedings of the Advances in Soft Computing, 2002

The Dempster-Shafer Approach to Map-Building for an Autonomous Mobile Robot with Fuzzy Controller.
Proceedings of the Advances in Soft Computing, 2002

2001
Emergent behaviors of a fuzzy sensory-motor controller evolved by genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Applications of artificial life to developing robot and softbot.
Artif. Life Robotics, 2001

An Effective Conversational Agent with User Modeling Based on Bayesian Network.
Proceedings of the Web Intelligence: Research and Development, 2001

Conceptual Information Extraction with Link-Based Search.
Proceedings of the Web Intelligence: Research and Development, 2001

Cooperative Co-evolution of Multi-agents.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

A 3D Modeling System for Creative Design.
Proceedings of the 15th International Conference on Information Networking, 2001

Dynamic selection of evolved neural controllers for higher behaviors of mobile robot.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001

Observational emergence of a fuzzy controller evolved by genetic algorithm.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Coordination of multiple behavior modules evolved on CAM-Brain.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

An efficient genetic algorithm with less fitness evaluation by clustering.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Speciated neural networks evolved with fitness sharing technique.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
Geometric Structure Analysis of Document Images: A Knowledge-Based Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

The Impact of Payoff Function and Local Interaction on the N -Player Iterated Prisoner's Dilemma.
Knowl. Inf. Syst., 2000

Application of Choquet Integral to Efficient Aggregation of Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Ensemble of structure-adaptive self-organizing maps for high performance classification.
Inf. Sci., 2000

Structured storage and retrieval of SGML documents using Grove.
Inf. Process. Manag., 2000

Evolving CAM-Brain to control a mobile robot.
Appl. Math. Comput., 2000

Application of Self-Organizing Maps to Classification and Browsing of FAQ E-mails.
Proceedings of the Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader, Four Workshops held at PRICAI 2000, Melbourne, Australia, August 28, 2000

Genetic Algorithm with Knowledge-Based Encoding.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Conceptual Classification and Browsing of Internet FAQs Using Self-Organizing Neural Networks.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Anomaly Detection of Computer Usage Using Artificial Intelligence Techniques.
Proceedings of the Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader, Four Workshops held at PRICAI 2000, Melbourne, Australia, August 28, 2000

Intrusion Detection by Combining Multiple Hidden Markov Models.
Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Knowledge-based Encoding in Interactive Genetic Algorithm for a Fashion Design Aid System.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Exploiting coalition in co-evolutionary learning.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
Pattern recognition with neural networks combined by genetic algorithm.
Fuzzy Sets Syst., 1999

Emergence of cooperative coalition in NIPD game with localization of interaction and learning.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Mobile robot learning by evolution of fuzzy controller.
J. Intell. Fuzzy Syst., 1998

Evolutionary modular neural networks for intelligent systems.
Int. J. Intell. Syst., 1998

Evolutionary Learning of Modular Neural Networks with Genetic Programming.
Appl. Intell., 1998

An Evolutionary Study on Cooperation in N-person Iterated Prisoner's Dilemma Game.
Proceedings of the Simulated Evolution and Learning, 1998

Grammatical Development of Evolutionary Modular Neural Networks.
Proceedings of the Simulated Evolution and Learning, 1998

A knowledge-based system for automated vectorization.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

A knowledge-based automated vectorizing system for geographic information system.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Neural-network classifiers for recognizing totally unconstrained handwritten numerals.
IEEE Trans. Neural Networks, 1997

A Neural Global Workspace Model for Conscious Attention.
Neural Networks, 1997

Self-Organizing Map with Dynamical Node Splitting: Application to Handwritten Digit Recognition.
Neural Comput., 1997

Handwritten Digit Recognition by Combining Structure-Adaptive Self-Organizing Maps.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996
A neurocomputing framework: From methodologies to application.
Neurocomputing, 1996

Hybrid Evolutionary Learning of Fuzzy Logic and Genetic Algorithm.
Proceedings of the Simulated Evolution and Learning, First Asia-Pacific Conference, 1996

Genetic neuro-fuzzy architectures for advanced intelligent systems.
Proceedings of the Advanced IT Tools, 1996

Multiple recognizers system using two-stage combination.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

A data reduction method for efficient document skew estimation based on Hough transformation.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Recognition of unconstrained handwritten numerals by doubly self-organizing neural network.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Modular Neural Networks Evolved by Genetic Programming.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995
Combining multiple neural networks by fuzzy integral for robust classification.
IEEE Trans. Syst. Man Cybern., 1995

Multiple network fusion using fuzzy logic.
IEEE Trans. Neural Networks, 1995

An HMM/MLP Architecture for Sequence Recognition.
Neural Comput., 1995

An Evolutionary Approach to Program Transformation and Synthesis.
Int. J. Softw. Eng. Knowl. Eng., 1995

Fuzzy aggregation of modular neural networks with ordered weighted averaging operators.
Int. J. Approx. Reason., 1995

1994
A Neuro-Fuzzy Architecture for High Performance Classification.
Proceedings of the Advances in Fuzzy Logic, Neural Networks and Genetic Algorithms, 1994

1992
A two-stage classification scheme with backpropagation neural network classifiers.
Pattern Recognit. Lett., 1992

Recognition of large-set printed Hangul (Korean script) by two-stage backpropagation neural classifier.
Pattern Recognit., 1992

Strategic Application of Feedforward Neural Networks to Large-Scale Classification.
Complex Syst., 1992

1990
Hierarchically structured neural networks for printed Hangul character recognition.
Proceedings of the IJCNN 1990, 1990


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