TaeChoong Chung

According to our database1, TaeChoong Chung authored at least 76 papers between 2001 and 2024.

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

Timeline

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Bibliography

2024
Give me a hint: an explicit prior based image denoising.
Signal Image Video Process., December, 2024

2023
A semantic sequence similarity based approach for extracting medical entities from clinical conversations.
Inf. Process. Manag., 2023

2022
Discussion on complexity and accuracy of high-performance concrete's compressive strength deep learning models.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Significance of Syntactic Type Identification in Embedding Vector based Schema Matching.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021
Intelligent knowledge consolidation: From data to wisdom.
Knowl. Based Syst., 2021

A practical approach towards causality mining in clinical text using active transfer learning.
J. Biomed. Informatics, 2021

A max-conflicts based heuristic search for the stable marriage problem with ties and incomplete lists.
J. Heuristics, 2021

Constrained representation learning for recurrent policy optimisation under uncertainty.
Adapt. Behav., 2021

Unsupervised Semantic Mapping for Healthcare Data Storage Schema.
IEEE Access, 2021

User Stress Modeling through Galvanic Skin Response.
Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization.
Proceedings of the 9th International Conference on Learning Representations, 2021

Adaptive Digital Encounters: An approach for reducing digital impact on outpatient flow.
Proceedings of the 2nd Asia Conference on Computers and Communications, 2021

2020
A shortlist-based bidirectional local search for the stable marriage problem.
J. Exp. Theor. Artif. Intell., 2020

Asynchronous framework with Reptile+ algorithm to meta learn partially observable Markov decision process.
Appl. Intell., 2020

Ensemble Feature Ranking for Cost-Based Non-Overlapping Groups: A Case Study of Chronic Kidney Disease Diagnosis in Developing Countries.
IEEE Access, 2020

2019
Center-Emphasized Visual Saliency and a Contrast-Based Full Reference Image Quality Index.
Symmetry, 2019

Toward Self-Driving Bicycles Using State-of-the-Art Deep Reinforcement Learning Algorithms.
Symmetry, 2019

Remote Distance Measurement from a Single Image by Automatic Detection and Perspective Correction.
KSII Trans. Internet Inf. Syst., 2019

A covariance matrix adaptation evolution strategy in reproducing kernel Hilbert space.
Genet. Program. Evolvable Mach., 2019

Importance sampling policy gradient algorithms in reproducing kernel Hilbert space.
Artif. Intell. Rev., 2019

A Perceptually Inspired New Blind Image Denoising Method Using L<sub>1</sub> and Perceptual Loss.
IEEE Access, 2019

Ontology-Based Recommender System for Sport Events.
Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

Center-Emphasized Gradient-Feature Based Quality Assessment Method for Screen Content Images.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

2018
Center Emphasized Visual Saliency and Contrast-based Full Reference Image Quality Index.
CoRR, 2018

Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes.
CoRR, 2018

A Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes.
IEEE Access, 2018

2017
B-Theta*: an Efficient Online Coverage Algorithm for Autonomous Cleaning Robots.
J. Intell. Robotic Syst., 2017

Accurate multi-criteria decision making methodology for recommending machine learning algorithm.
Expert Syst. Appl., 2017

Controlling bicycle using deep deterministic policy gradient algorithm.
Proceedings of the 14th International Conference on Ubiquitous Robots and Ambient Intelligence, 2017

Deep reinforcement learning algorithms for steering an underactuated ship.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

A Functional Optimization Method for Continuous Domains.
Proceedings of the Industrial Networks and Intelligent Systems, 2017

Performance analysis of H.264, H.265, VP9 and AV1 video encoders.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space.
Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016
Health Fog: a novel framework for health and wellness applications.
J. Supercomput., 2016

On Curating Multimodal Sensory Data for Health and Wellness Platforms.
Sensors, 2016

Efficient Screen Splitting Methods - A Case Study in Block-wise Motion Detection.
KSII Trans. Internet Inf. Syst., 2016

Adaptive Desktop Delivery Scheme for Provisioning Quality of Experience in Cloud Desktop as a Service.
Comput. J., 2016

Bayes-adaptive hierarchical MDPs.
Appl. Intell., 2016

An Empirical Local Search for the Stable Marriage Problem.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Finding "optimal" stable marriages with ties via local search.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

A Bidirectional Local Search for the Stable Marriage Problem.
Proceedings of the 2016 International Conference on Advanced Computing and Applications, 2016

2015
Oblivious user management for cloud-based data synchronization.
J. Supercomput., 2015

Offsetting obstacles of any shape for robot motion planning.
Robotica, 2015

Semi-supervised learning using frequent itemset and ensemble learning for SMS classification.
Expert Syst. Appl., 2015

BoB: an online coverage approach for multi-robot systems.
Appl. Intell., 2015

2014
Approximate planning for bayesian hierarchical reinforcement learning.
Appl. Intell., 2014

A novel semi-supervised learning for SMS classification.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013
Dyna-Q-based vector direction for path planning problem of autonomous mobile robots in unknown environments.
Adv. Robotics, 2013

BA*: an online complete coverage algorithm for cleaning robots.
Appl. Intell., 2013

Monte-Carlo tree search for Bayesian reinforcement learning.
Appl. Intell., 2013

Learning via human feedback in continuous state and action spaces.
Appl. Intell., 2013

Geometric Modeling of Any Obstacle Shapes for Robot Motion Planning.
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013

2012
Univector Field Method based Multi-Agent Navigation for Pursuit Problem.
Int. J. Fuzzy Log. Intell. Syst., 2012

Performance Analysis of LTE Smartphones-Based Vehicle-to-Infrastrcuture Communication.
Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

2011
Hessian matrix distribution for Bayesian policy gradient reinforcement learning.
Inf. Sci., 2011

2010
Policy Gradient Based Semi-Markov Decision Problems: Approximation and Estimation Errors.
IEICE Trans. Inf. Syst., 2010

Multi Agent System Based Path Optimization Service for Mobile Robot.
Proceedings of the U- and E-Service, Science and Technology, 2010

2009
Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks.
IEICE Trans. Commun., 2009

Probabilistic Ranking Support Vector Machine.
Proceedings of the Advances in Neural Networks, 2009

VRIFA: a nonlinear SVM visualization tool using nomogram and localized radial basis function (LRBF) kernels.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
A Scalable Framework for Distributed Ontologies.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

Policy Gradient Semi-markov Decision Process.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Efficient Distributed Sensor Dispatch in Mobile Sensor Network.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

Obstacle Avoidance Path Planning for Mobile Robot Based on Multi Colony Ant Algorithm.
Proceedings of the First International Conference on Advances in Computer-Human Interaction, 2008

2007
Heuristic Search Based Exploration in Reinforcement Learning.
Proceedings of the Computational and Ambient Intelligence, 2007

Obstacle Avoidance Path Planning for Mobile Robot Based on Ant-Q Reinforcement Learning Algorithm.
Proceedings of the Advances in Neural Networks, 2007

Natural Gradient Policy for Average Cost SMDP Problem.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Query Distributed Ontology over Grid Environment.
Proceedings of the Computational Science and Its Applications, 2007

Adaptive and Reconfigurable ResOurce Management for Wireless Sensors using Grid Technology.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

2006
Distributed, Scalable and Reconfigurable Inter-grid Resource Sharing Framework.
Proceedings of the Computational Science and Its Applications, 2006

A Proxy Based Efficient Checkpointing Scheme for Fault Recovery in Mobile Grid System.
Proceedings of the High Performance Computing, 2006

2005
A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2001
Improved Ant Agents System by the Dynamic Parameter Decision.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

An effective dynamic weighted rule for ant colony system optimization.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001


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