TaeChoong Chung

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 41

Top Topics

Reinforcement Learning

Visual Saliency

Stable Marriage

Covariance Matrix

Top Venues

Publications

Fahad Ahmed Satti, Musarrat Hussain, Syed Imran Ali, Misha Saleem, Husnain Ali, TaeChoong Chung, Sungyoung Lee
A semantic sequence similarity based approach for extracting medical entities from clinical conversations. Inf. Process. Manag. 60 (2) (2023)
Hoang Huu Viet, Nguyen Thi Uyen, Son Thanh Cao, TaeChoong Chung
A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete Lists. AI (2022)
Fahad Ahmed Satti, Musarrat Hussain, Sungyoung Lee, TaeChoong Chung
Significance of Syntactic Type Identification in Embedding Vector based Schema Matching. IMCOM (2022)
Hung Viet Pham, Minh Ngoc Dinh, Stanley Luong, TaeChoong Chung, Quang Dang Nguyen
Discussion on complexity and accuracy of high-performance concrete's compressive strength deep learning models. RIVF (2022)
Musarrat Hussain, Fahad Ahmed Satti, Syed Imran Ali, Jamil Hussain, Taqdir Ali, Hun-Sung Kim, Kun-Ho Yoon, TaeChoong Chung, Sungyoung Lee
Intelligent knowledge consolidation: From data to wisdom. Knowl. Based Syst. 234 (2021)
Fahad Ahmed Satti, TaeChoong Chung, Sungyoung Lee
Adaptive Digital Encounters: An approach for reducing digital impact on outpatient flow. ACCC (2021)
Viet-Hung Dang, Ngo Anh Vien, TaeChoong Chung
Constrained representation learning for recurrent policy optimisation under uncertainty. Adapt. Behav. 29 (3) (2021)
Fahad Ahmed Satti, Musarrat Hussain, Jamil Hussain, Tae-Seong Kim, Sungyoung Lee, TaeChoong Chung
User Stress Modeling through Galvanic Skin Response. IMCOM (2021)
A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin, TaeChoong Chung, Sung-Ho Bae
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization. ICLR (2021)
Musarrat Hussain, Fahad Ahmed Satti, Jamil Hussain, Taqdir Ali, Syed Imran Ali, Hafiz Syed Muhammad Bilal, Gwang Hoon Park, Sungyoung Lee, TaeChoong Chung
A practical approach towards causality mining in clinical text using active transfer learning. J. Biomed. Informatics 123 (2021)
Hoang Huu Viet, Nguyen Thi Uyen, SeungGwan Lee, TaeChoong Chung, Le Hong Trang
A max-conflicts based heuristic search for the stable marriage problem with ties and incomplete lists. J. Heuristics 27 (3) (2021)
Fahad Ahmed Satti, Musarrat Hussain, Jamil Hussain, Syed Imran Ali, Taqdir Ali, Hafiz Syed Muhammad Bilal, TaeChoong Chung, Sungyoung Lee
Unsupervised Semantic Mapping for Healthcare Data Storage Schema. IEEE Access 9 (2021)
Dang Quang Nguyen, Ngo Anh Vien, Viet-Hung Dang, TaeChoong Chung
Asynchronous framework with Reptile+ algorithm to meta learn partially observable Markov decision process. Appl. Intell. 50 (11) (2020)
Hoang Huu Viet, Le Hong Trang, Le Pham Tuyen, TaeChoong Chung
A shortlist-based bidirectional local search for the stable marriage problem. J. Exp. Theor. Artif. Intell. 32 (1) (2020)
Syed Imran Ali, Hafiz Syed Muhammad Bilal, Musarrat Hussain, Jamil Hussain, Fahad Ahmed Satti, Maqbool Hussain, Gwang Hoon Park, TaeChoong Chung, Sungyoung Lee
Ensemble Feature Ranking for Cost-Based Non-Overlapping Groups: A Case Study of Chronic Kidney Disease Diagnosis in Developing Countries. IEEE Access 8 (2020)
A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin, TaeChoong Chung, Sung-Ho Bae
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization. CoRR (2020)
A. F. M. Shahab Uddin, TaeChoong Chung, Sung-Ho Bae
and Perceptual Loss. IEEE Access 7 (2019)
Tuyen Pham Le, Ngo Anh Vien, P. Marlith Jaramillo, TaeChoong Chung
Importance sampling policy gradient algorithms in reproducing kernel Hilbert space. Artif. Intell. Rev. 52 (3) (2019)
Viet-Hung Dang, Ngo Anh Vien, TaeChoong Chung
A covariance matrix adaptation evolution strategy in reproducing kernel Hilbert space. Genet. Program. Evolvable Mach. 20 (4) (2019)
Seung Yoon Choi, Tuyen Pham Le, Quang D. Nguyen, Md. Abu Layek, SeungGwan Lee, TaeChoong Chung
Toward Self-Driving Bicycles Using State-of-the-Art Deep Reinforcement Learning Algorithms. Symmetry 11 (2) (2019)
Quang Nguyen, Luan N. T. Huynh, Tuyen Pham Le, TaeChoong Chung
Ontology-Based Recommender System for Sport Events. IMCOM (2019)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Remote Distance Measurement from a Single Image by Automatic Detection and Perspective Correction. KSII Trans. Internet Inf. Syst. 13 (8) (2019)
Md. Abu Layek, A. F. M. Shahab Uddin, Tuyen Pham Le, TaeChoong Chung, Eui-Nam Huh
Center-Emphasized Visual Saliency and a Contrast-Based Full Reference Image Quality Index. Symmetry 11 (3) (2019)
Md. Abu Layek, Ngo Thien Thu, SoYeon Yu, TaeChoong Chung, Eui-Nam Huh
Center-Emphasized Gradient-Feature Based Quality Assessment Method for Screen Content Images. ICUFN (2019)
Tuyen Pham Le, Ngo Anh Vien, TaeChoong Chung
A Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. IEEE Access 6 (2018)
Md. Abu Layek, Sanjida Afroz, TaeChoong Chung, Eui-Nam Huh
Center Emphasized Visual Saliency and Contrast-based Full Reference Image Quality Index. CoRR (2018)
Le Pham Tuyen, Ngo Anh Vien, Md. Abu Layek, TaeChoong Chung
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. CoRR (2018)
Md. Abu Layek, Quang Thai Ngo, Md. Alamgir Hossain, Ngo Thien Thu, Le Pham Tuyen, Ashis Talukder, TaeChoong Chung, Eui-Nam Huh
Performance analysis of H.264, H.265, VP9 and AV1 video encoders. APNOMS (2017)
Ngo Anh Vien, Viet-Hung Dang, TaeChoong Chung
A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space. ACML (2017)
Seung Yoon Choi, SeungGwan Lee, Hoang Huu Viet, TaeChoong Chung
B-Theta*: an Efficient Online Coverage Algorithm for Autonomous Cleaning Robots. J. Intell. Robotic Syst. 87 (2) (2017)
Viet-Hung Dang, Ngo Anh Vien, Pham Le-Tuyen, TaeChoong Chung
A Functional Optimization Method for Continuous Domains. INISCOM (2017)
Le Pham Tuyen, Md. Abu Layek, Ngo Anh Vien, TaeChoong Chung
Deep reinforcement learning algorithms for steering an underactuated ship. MFI (2017)
Rahman Ali, Sungyoung Lee, TaeChoong Chung
Accurate multi-criteria decision making methodology for recommending machine learning algorithm. Expert Syst. Appl. 71 (2017)
Le Pham Tuyen, TaeChoong Chung
Controlling bicycle using deep deterministic policy gradient algorithm. URAI (2017)
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
On Curating Multimodal Sensory Data for Health and Wellness Platforms. Sensors 16 (7) (2016)
Le Hong Trang, Hoang Huu Viet, TaeChoong Chung
Finding "optimal" stable marriages with ties via local search. KSE (2016)
Hoang Huu Viet, Le Hong Trang, SeungGwan Lee, TaeChoong Chung
A Bidirectional Local Search for the Stable Marriage Problem. ACOMP (2016)
Hoang Huu Viet, Le Hong Trang, SeungGwan Lee, TaeChoong Chung
An Empirical Local Search for the Stable Marriage Problem. PRICAI (2016)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Efficient Screen Splitting Methods - A Case Study in Block-wise Motion Detection. KSII Trans. Internet Inf. Syst. 10 (10) (2016)
Md. Abu Layek, TaeChoong Chung, Eui-Nam Huh
Adaptive Desktop Delivery Scheme for Provisioning Quality of Experience in Cloud Desktop as a Service. Comput. J. 59 (2) (2016)
Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung
Bayes-adaptive hierarchical MDPs. Appl. Intell. 45 (1) (2016)
Md Nasir Uddin Laskar, Hoang Huu Viet, Seung Yoon Choi, Ishtiaq Ahmed, Sungyoung Lee, TaeChoong Chung
Offsetting obstacles of any shape for robot motion planning. Robotica 33 (4) (2015)
Ishtiaq Ahmed, Rahman Ali, Donghai Guan, Young-Koo Lee, Sungyoung Lee, TaeChoong Chung
Semi-supervised learning using frequent itemset and ensemble learning for SMS classification. Expert Syst. Appl. 42 (3) (2015)
Hoang Huu Viet, Viet-Hung Dang, Seung Yoon Choi, TaeChoong Chung
BoB: an online coverage approach for multi-robot systems. Appl. Intell. 42 (2) (2015)
Ishtiaq Ahmed, Donghai Guan, TaeChoong Chung
A novel semi-supervised learning for SMS classification. ICMLC (2014)
Ngo Anh Vien, Hung Quoc Ngo, Sungyoung Lee, TaeChoong Chung
Approximate planning for bayesian hierarchical reinforcement learning. Appl. Intell. 41 (3) (2014)
Hoang Huu Viet, Sang Hyeok An, TaeChoong Chung
Dyna-Q-based vector direction for path planning problem of autonomous mobile robots in unknown environments. Adv. Robotics 27 (3) (2013)
Md Nasir Uddin Laskar, Seung Yoon Choi, Ishtiaq Ahmed, TaeChoong Chung
Geometric Modeling of Any Obstacle Shapes for Robot Motion Planning. ICIRA (1) (2013)
Hoang Huu Viet, Viet-Hung Dang, Md Nasir Uddin Laskar, TaeChoong Chung
BA*: an online complete coverage algorithm for cleaning robots. Appl. Intell. 39 (2) (2013)
Ngo Anh Vien, Wolfgang Ertel, TaeChoong Chung
Learning via human feedback in continuous state and action spaces. Appl. Intell. 39 (2) (2013)
Ngo Anh Vien, Wolfgang Ertel, Viet-Hung Dang, TaeChoong Chung
Monte-Carlo tree search for Bayesian reinforcement learning. Appl. Intell. 39 (2) (2013)
Hassan Abid, TaeChoong Chung, Sungyoung Lee, Saad B. Qaisar
Performance Analysis of LTE Smartphones-Based Vehicle-to-Infrastrcuture Communication. UIC/ATC (2012)
Hoang Huu Viet, Sang Hyeok An, TaeChoong Chung
Univector Field Method based Multi-Agent Navigation for Pursuit Problem. Int. J. Fuzzy Log. Intell. Syst. 12 (1) (2012)
Ngo Anh Vien, Hwanjo Yu, TaeChoong Chung
Hessian matrix distribution for Bayesian policy gradient reinforcement learning. Inf. Sci. 181 (9) (2011)
Huyn Kim, TaeChoong Chung
Multi Agent System Based Path Optimization Service for Mobile Robot. FGIT-UNESST (2010)
Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung
Policy Gradient Based Semi-Markov Decision Problems: Approximation and Estimation Errors. IEICE Trans. Inf. Syst. (2) (2010)
Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung
Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks. IEICE Trans. Commun. (6) (2009)
Ngo Anh Vien, Nguyen Hoang Viet, TaeChoong Chung, Hwanjo Yu, Sungchul Kim, Baek Hwan Cho
VRIFA: a nonlinear SVM visualization tool using nomogram and localized radial basis function (LRBF) kernels. CIKM (2009)
Nguyen Thi Thanh Thuy, Ngo Anh Vien, Nguyen Hoang Viet, TaeChoong Chung
Probabilistic Ranking Support Vector Machine. ISNN (2) (2009)
Ngo Anh Vien, TaeChoong Chung
Policy Gradient Semi-markov Decision Process. ICTAI (2) (2008)
Nguyen Hoang Viet, Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung
Efficient Distributed Sensor Dispatch in Mobile Sensor Network. AINA Workshops (2008)
Nguyen Hoang Viet, Ngo Anh Vien, TaeChoong Chung
Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks. ICNSC (2008)
Nguyen Hoang Viet, Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung
Obstacle Avoidance Path Planning for Mobile Robot Based on Multi Colony Ant Algorithm. ACHI (2008)
Ngot Phu Bui, Young-Tack Park, TaeChoong Chung
A Scalable Framework for Distributed Ontologies. KES-AMSTA (2008)
Ngot Phu Bui, SeungGwan Lee, TaeChoong Chung
Query Distributed Ontology over Grid Environment. ICCSA (3) (2007)
Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung
Heuristic Search Based Exploration in Reinforcement Learning. IWANN (2007)
Ngo Anh Vien, TaeChoong Chung
Natural Gradient Policy for Average Cost SMDP Problem. ICTAI (1) (2007)
Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung
Obstacle Avoidance Path Planning for Mobile Robot Based on Ant-Q Reinforcement Learning Algorithm. ISNN (1) (2007)
Imran Rao, Nomica Imran, Salman Khan, Eui-nam Huh, TaeChoong Chung
Adaptive and Reconfigurable ResOurce Management for Wireless Sensors using Grid Technology. COMSWARE (2007)
Imran Rao, Nomica Imran, Pillwoo Lee, Eui-nam Huh, TaeChoong Chung
A Proxy Based Efficient Checkpointing Scheme for Fault Recovery in Mobile Grid System. HiPC (2006)
Imran Rao, Eui-nam Huh, Sungyoung Lee, TaeChoong Chung
Distributed, Scalable and Reconfigurable Inter-grid Resource Sharing Framework. ICCSA (2) (2006)
SeungGwan Lee, TaeChoong Chung
A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model. IWANN (2005)
SeungGwan Lee, TaeUng Jung, TaeChoong Chung
Improved Ant Agents System by the Dynamic Parameter Decision. FUZZ-IEEE (2001)
SeungGwan Lee, TaeUng Jung, TaeChoong Chung
An effective dynamic weighted rule for ant colony system optimization. CEC (2001)