An effective dynamic weighted rule for ant colony system optimization. - SeungGwan Lee; TaeUng Jung; TaeChoong Chung (CEC, 2001)

Improved Ant Agents System by the Dynamic Parameter Decision. - SeungGwan Lee; TaeUng Jung; TaeChoong Chung (FUZZ-IEEE, 2001)

A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model. - SeungGwan Lee; TaeChoong Chung (IWANN, 2005)

A Proxy Based Efficient Checkpointing Scheme for Fault Recovery in Mobile Grid System. - Imran Rao; Nomica Imran; Pillwoo Lee; Eui-nam Huh; TaeChoong Chung (HiPC, 2006)

Distributed, Scalable and Reconfigurable Inter-grid Resource Sharing Framework. - Imran Rao; Eui-nam Huh; Sungyoung Lee 002; TaeChoong Chung (ICCSA (2), 2006)

Adaptive and Reconfigurable ResOurce Management for Wireless Sensors using Grid Technology. - Imran Rao; Nomica Imran; Salman Khan; Eui-nam Huh; TaeChoong Chung (COMSWARE, 2007)

Query Distributed Ontology over Grid Environment. - Ngot Phu Bui; SeungGwan Lee; TaeChoong Chung (ICCSA (3), 2007)

Natural Gradient Policy for Average Cost SMDP Problem. - Ngo Anh Vien; TaeChoong Chung (ICTAI (1), 2007)

Obstacle Avoidance Path Planning for Mobile Robot Based on Ant-Q Reinforcement Learning Algorithm. - Ngo Anh Vien; Nguyen Hoang Viet; SeungGwan Lee; TaeChoong Chung (ISNN (1), 2007)

Heuristic Search Based Exploration in Reinforcement Learning. - Ngo Anh Vien; Nguyen Hoang Viet; SeungGwan Lee; TaeChoong Chung (IWANN, 2007)

Obstacle Avoidance Path Planning for Mobile Robot Based on Multi Colony Ant Algorithm. - Nguyen Hoang Viet; Ngo Anh Vien; SeungGwan Lee; TaeChoong Chung (ACHI, 2008)

Efficient Distributed Sensor Dispatch in Mobile Sensor Network. - Nguyen Hoang Viet; Ngo Anh Vien; SeungGwan Lee; TaeChoong Chung (AINA Workshops, 2008)

Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks. - Nguyen Hoang Viet; Ngo Anh Vien; TaeChoong Chung (ICNSC, 2008)

Policy Gradient Semi-markov Decision Process. - Ngo Anh Vien; TaeChoong Chung (ICTAI (2), 2008)

A Scalable Framework for Distributed Ontologies. - Ngot Phu Bui; Young-Tack Park; TaeChoong Chung (KES-AMSTA, 2008)

VRIFA: a nonlinear SVM visualization tool using nomogram and localized radial basis function (LRBF) kernels. - Ngo Anh Vien; Nguyen Hoang Viet; TaeChoong Chung; Hwanjo Yu; Sungchul Kim; Baek Hwan Cho (CIKM, 2009)

Probabilistic Ranking Support Vector Machine. - Nguyen Thi Thanh Thuy; Ngo Anh Vien; Nguyen Hoang Viet; TaeChoong Chung (ISNN (2), 2009)

Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks. - Ngo Anh Vien; Nguyen Hoang Viet; SeungGwan Lee; TaeChoong Chung (IEICE Trans. Commun., 2009)

Multi Agent System Based Path Optimization Service for Mobile Robot. - Huyn Kim; TaeChoong Chung (FGIT-UNESST, 2010)

Policy Gradient Based Semi-Markov Decision Problems: Approximation and Estimation Errors. - Ngo Anh Vien; SeungGwan Lee; TaeChoong Chung (IEICE Trans. Inf. Syst., 2010)

Hessian matrix distribution for Bayesian policy gradient reinforcement learning. - Ngo Anh Vien; Hwanjo Yu; TaeChoong Chung (Inf. Sci., 2011)

Performance Analysis of LTE Smartphones-Based Vehicle-to-Infrastrcuture Communication. - Hassan Abid; TaeChoong Chung; Sungyoung Lee 002; Saad B. Qaisar (UIC/ATC, 2012)

Univector Field Method based Multi-Agent Navigation for Pursuit Problem. - Hoang Huu Viet; Sang Hyeok An; TaeChoong Chung (Int. J. Fuzzy Log. Intell. Syst., 2012)

Geometric Modeling of Any Obstacle Shapes for Robot Motion Planning. - Md Nasir Uddin Laskar; Seung Yoon Choi; Ishtiaq Ahmed; TaeChoong Chung (ICIRA (1), 2013)

Learning via human feedback in continuous state and action spaces. - Ngo Anh Vien; Wolfgang Ertel; TaeChoong Chung (Appl. Intell., 2013)

Monte-Carlo tree search for Bayesian reinforcement learning. - Ngo Anh Vien; Wolfgang Ertel; Viet-Hung Dang; TaeChoong Chung (Appl. Intell., 2013)

BA*: an online complete coverage algorithm for cleaning robots. - Hoang Huu Viet; Viet-Hung Dang; Md Nasir Uddin Laskar; TaeChoong Chung (Appl. Intell., 2013)

Dyna-Q-based vector direction for path planning problem of autonomous mobile robots in unknown environments. - Hoang Huu Viet; Sang Hyeok An; TaeChoong Chung (Adv. Robotics, 2013)

A novel semi-supervised learning for SMS classification. - Ishtiaq Ahmed; Donghai Guan; TaeChoong Chung (ICMLC, 2014)

Approximate planning for bayesian hierarchical reinforcement learning. - Ngo Anh Vien; Hung Quoc Ngo 001; Sungyoung Lee 001; TaeChoong Chung (Appl. Intell., 2014)

BoB: an online coverage approach for multi-robot systems. - Hoang Huu Viet; Viet-Hung Dang; Seung Yoon Choi; TaeChoong Chung (Appl. Intell., 2015)

Semi-supervised learning using frequent itemset and ensemble learning for SMS classification. - Ishtiaq Ahmed; Rahman Ali; Donghai Guan; Young-Koo Lee; Sungyoung Lee 001; TaeChoong Chung (Expert Syst. Appl., 2015)

Offsetting obstacles of any shape for robot motion planning. - Md Nasir Uddin Laskar; Hoang Huu Viet; Seung Yoon Choi; Ishtiaq Ahmed; Sungyoung Lee 002; TaeChoong Chung (Robotica, 2015)

Oblivious user management for cloud-based data synchronization. - Mahmood Ahmad; Zeeshan Pervez; TaeChoong Chung; Sungyoung Lee 002 (J. Supercomput., 2015)

A Bidirectional Local Search for the Stable Marriage Problem. - Hoang Huu Viet; Le Hong Trang; SeungGwan Lee; TaeChoong Chung (ACOMP, 2016)

Finding "optimal" stable marriages with ties via local search. - Le Hong Trang; Hoang Huu Viet; TaeChoong Chung (KSE, 2016)

An Empirical Local Search for the Stable Marriage Problem. - Hoang Huu Viet; Le Hong Trang; SeungGwan Lee; TaeChoong Chung (PRICAI, 2016)

Bayes-adaptive hierarchical MDPs. - Ngo Anh Vien; SeungGwan Lee; TaeChoong Chung (Appl. Intell., 2016)

Adaptive Desktop Delivery Scheme for Provisioning Quality of Experience in Cloud Desktop as a Service. - Md. Abu Layek; TaeChoong Chung; Eui-Nam Huh (Comput. J., 2016)

Efficient Screen Splitting Methods - A Case Study in Block-wise Motion Detection. - Md. Abu Layek; TaeChoong Chung; Eui-Nam Huh (KSII Trans. Internet Inf. Syst., 2016)

On Curating Multimodal Sensory Data for Health and Wellness Platforms. - Muhammad Bilal Amin; Oresti Baños; Wajahat Ali Khan; Hafiz Syed Muhammad Bilal; Jinhyuk Gong; Dinh-Mao Bui; Soung Ho Cho; Shujaat Hussain; Taqdir Ali; Usman Akhtar; TaeChoong Chung; Sungyoung Lee 001 (Sensors, 2016)

Health Fog: a novel framework for health and wellness applications. - Mahmood Ahmad; Muhammad Bilal Amin; Shujaat Hussain; Byeong Ho Kang 001; TaeChoong Chung; Sungyoung Lee 001 (J. Supercomput., 2016)

A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space. - Ngo Anh Vien; Viet-Hung Dang; TaeChoong Chung (ACML, 2017)

Performance analysis of H.264, H.265, VP9 and AV1 video encoders. - Md. Abu Layek; Quang Thai Ngo; Md. Alamgir Hossain 001; Ngo Thien Thu; Le Pham Tuyen 001; Ashis Talukder; TaeChoong Chung; Eui-Nam Huh (APNOMS, 2017)

A Functional Optimization Method for Continuous Domains. - Viet-Hung Dang; Ngo Anh Vien; Pham Le-Tuyen 001; TaeChoong Chung (INISCOM, 2017)

Deep reinforcement learning algorithms for steering an underactuated ship. - Le Pham Tuyen 001; Md. Abu Layek; Ngo Anh Vien; TaeChoong Chung (MFI, 2017)

Controlling bicycle using deep deterministic policy gradient algorithm. - Le Pham Tuyen 001; TaeChoong Chung (URAI, 2017)

Accurate multi-criteria decision making methodology for recommending machine learning algorithm. - Rahman Ali; Sungyoung Lee 002; TaeChoong Chung (Expert Syst. Appl., 2017)

B-Theta*: an Efficient Online Coverage Algorithm for Autonomous Cleaning Robots. - Seung Yoon Choi; SeungGwan Lee; Hoang Huu Viet; TaeChoong Chung (J. Intell. Robotic Syst., 2017)

A Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. - Tuyen Pham Le 001; Ngo Anh Vien; TaeChoong Chung (IEEE Access, 2018)

Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. - Le Pham Tuyen 001; Ngo Anh Vien; Md. Abu Layek; TaeChoong Chung (CoRR, 2018)

Center Emphasized Visual Saliency and Contrast-based Full Reference Image Quality Index. - Md. Abu Layek; Sanjida Afroz; TaeChoong Chung; Eui-Nam Huh (CoRR, 2018)

Center-Emphasized Gradient-Feature Based Quality Assessment Method for Screen Content Images. - Md. Abu Layek; Ngo Thien Thu; SoYeon Yu; TaeChoong Chung; Eui-Nam Huh (ICUFN, 2019)

Ontology-Based Recommender System for Sport Events. - Quang Nguyen; Luan N. T. Huynh; Tuyen Pham Le 001; TaeChoong Chung (IMCOM, 2019)

A Perceptually Inspired New Blind Image Denoising Method Using L1 and Perceptual Loss. - A. F. M. Shahab Uddin; TaeChoong Chung; Sung-Ho Bae (IEEE Access, 2019)

Importance sampling policy gradient algorithms in reproducing kernel Hilbert space. - Tuyen Pham Le 001; Ngo Anh Vien; P. Marlith Jaramillo; TaeChoong Chung (Artif. Intell. Rev., 2019)

A covariance matrix adaptation evolution strategy in reproducing kernel Hilbert space. - Viet-Hung Dang; Ngo Anh Vien; TaeChoong Chung (Genet. Program. Evolvable Mach., 2019)

Remote Distance Measurement from a Single Image by Automatic Detection and Perspective Correction. - Md. Abu Layek; TaeChoong Chung; Eui-Nam Huh (KSII Trans. Internet Inf. Syst., 2019)

Toward Self-Driving Bicycles Using State-of-the-Art Deep Reinforcement Learning Algorithms. - Seung Yoon Choi; Tuyen Pham Le 001; Quang D. Nguyen; Md. Abu Layek; SeungGwan Lee; TaeChoong Chung (Symmetry, 2019)

Center-Emphasized Visual Saliency and a Contrast-Based Full Reference Image Quality Index. - Md. Abu Layek; A. F. M. Shahab Uddin; Tuyen Pham Le 001; TaeChoong Chung; Eui-Nam Huh (Symmetry, 2019)

Ensemble Feature Ranking for Cost-Based Non-Overlapping Groups: A Case Study of Chronic Kidney Disease Diagnosis in Developing Countries. - Syed Imran Ali; Hafiz Syed Muhammad Bilal; Musarrat Hussain; Jamil Hussain; Fahad Ahmed Satti; Maqbool Hussain; Gwang Hoon Park; TaeChoong Chung; Sungyoung Lee 001 (IEEE Access, 2020)

Asynchronous framework with Reptile+ algorithm to meta learn partially observable Markov decision process. - Dang Quang Nguyen; Ngo Anh Vien; Viet-Hung Dang; TaeChoong Chung (Appl. Intell., 2020)

A shortlist-based bidirectional local search for the stable marriage problem. - Hoang Huu Viet; Le Hong Trang; Le Pham Tuyen 001; TaeChoong Chung (J. Exp. Theor. Artif. Intell., 2020)

Adaptive Digital Encounters: An approach for reducing digital impact on outpatient flow. - Fahad Ahmed Satti; TaeChoong Chung; Sungyoung Lee 001 (ACCC, 2021)

SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization. - A. F. M. Shahab Uddin; Mst. Sirazam Monira; Wheemyung Shin; TaeChoong Chung; Sung-Ho Bae (ICLR, 2021)

User Stress Modeling through Galvanic Skin Response. - Fahad Ahmed Satti; Musarrat Hussain; Jamil Hussain; Tae-Seong Kim 001; Sungyoung Lee 001; TaeChoong Chung (IMCOM, 2021)

Unsupervised Semantic Mapping for Healthcare Data Storage Schema. - Fahad Ahmed Satti; Musarrat Hussain; Jamil Hussain; Syed Imran Ali; Taqdir Ali; Hafiz Syed Muhammad Bilal; TaeChoong Chung; Sungyoung Lee 001 (IEEE Access, 2021)

Constrained representation learning for recurrent policy optimisation under uncertainty. - Viet-Hung Dang; Ngo Anh Vien; TaeChoong Chung (Adapt. Behav., 2021)

A max-conflicts based heuristic search for the stable marriage problem with ties and incomplete lists. - Hoang Huu Viet; Nguyen Thi Uyen; SeungGwan Lee; TaeChoong Chung; Le Hong Trang (J. Heuristics, 2021)

A practical approach towards causality mining in clinical text using active transfer learning. - Musarrat Hussain; Fahad Ahmed Satti; Jamil Hussain; Taqdir Ali; Syed Imran Ali; Hafiz Syed Muhammad Bilal; Gwang Hoon Park; Sungyoung Lee 001; TaeChoong Chung (J. Biomed. Informatics, 2021)

Intelligent knowledge consolidation: From data to wisdom. - Musarrat Hussain; Fahad Ahmed Satti; Syed Imran Ali; Jamil Hussain; Taqdir Ali; Hun-Sung Kim; Kun-Ho Yoon; TaeChoong Chung; Sungyoung Lee 001 (Knowl. Based Syst., 2021)

A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists. - Hoang Huu Viet; Nguyen Thi Uyen; Son Thanh Cao; TaeChoong Chung (AI, 2022)

Significance of Syntactic Type Identification in Embedding Vector based Schema Matching. - Fahad Ahmed Satti; Musarrat Hussain; Sungyoung Lee 001; TaeChoong Chung (IMCOM, 2022)

Discussion on complexity and accuracy of high-performance concrete's compressive strength deep learning models. - Hung Viet Pham; Minh Ngoc Dinh; Stanley Luong; TaeChoong Chung; Quang Dang Nguyen (RIVF, 2022)

A semantic sequence similarity based approach for extracting medical entities from clinical conversations. - Fahad Ahmed Satti; Musarrat Hussain; Syed Imran Ali; Misha Saleem; Husnain Ali; TaeChoong Chung; Sungyoung Lee 001 (Inf. Process. Manag., 2023)

Give me a hint: an explicit prior based image denoising. - A. F. M. Shahab Uddin; Muhammad Salman Ali; Muhammad Awais; Jiwon Hwang; TaeChoong Chung; Sung-Ho Bae (Signal Image Video Process., 2024)