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2020 – today
- 2023
[j36]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): 103213 (2023)- 2022
- [c37]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: 494-506 - [c36]Fahad Ahmed Satti, Musarrat Hussain, Sungyoung Lee, TaeChoong Chung:
Significance of Syntactic Type Identification in Embedding Vector based Schema Matching. IMCOM 2022: 1-6 - [c35]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: 647-652 - 2021
- [j35]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: 107267-107278 (2021) - [j34]Viet-Hung Dang, Ngo Anh Vien, TaeChoong Chung:
Constrained representation learning for recurrent policy optimisation under uncertainty. Adapt. Behav. 29(3) (2021) - [j33]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): 439-458 (2021) - [j32]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: 103932 (2021) - [j31]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: 107578 (2021) - [c34]Fahad Ahmed Satti, TaeChoong Chung, Sungyoung Lee:
Adaptive Digital Encounters: An approach for reducing digital impact on outpatient flow. ACCC 2021: 149-154 - [c33]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 - [c32]Fahad Ahmed Satti, Musarrat Hussain, Jamil Hussain, Tae-Seong Kim, Sungyoung Lee, TaeChoong Chung:
User Stress Modeling through Galvanic Skin Response. IMCOM 2021: 1-6 - 2020
- [j30]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: 215623-215648 (2020) - [j29]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): 4050-4062 (2020) - [j28]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): 147-163 (2020) - [i3]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 abs/2006.01791 (2020)
2010 – 2019
- 2019
- [j27]A. F. M. Shahab Uddin, TaeChoong Chung, Sung-Ho Bae:
A Perceptually Inspired New Blind Image Denoising Method Using L1 and Perceptual Loss. IEEE Access 7: 90538-90549 (2019) - [j26]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): 2039-2059 (2019) - [j25]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): 479-501 (2019) - [j24]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): 3981-4004 (2019) - [j23]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): 290 (2019) - [j22]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): 296 (2019) - [c31]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: 257-262 - [c30]Quang Nguyen, Luan N. T. Huynh, Tuyen Pham Le, TaeChoong Chung:
Ontology-Based Recommender System for Sport Events. IMCOM 2019: 870-885 - 2018
- [j21]Tuyen Pham Le, Ngo Anh Vien, TaeChoong Chung:
A Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. IEEE Access 6: 49089-49102 (2018) - [i2]Le Pham Tuyen, Ngo Anh Vien, Md. Abu Layek, TaeChoong Chung:
Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes. CoRR abs/1805.04419 (2018) - [i1]Md. Abu Layek, Sanjida Afroz, TaeChoong Chung, Eui-Nam Huh:
Center Emphasized Visual Saliency and Contrast-based Full Reference Image Quality Index. CoRR abs/1812.11163 (2018) - 2017
- [j20]Rahman Ali, Sungyoung Lee, TaeChoong Chung:
Accurate multi-criteria decision making methodology for recommending machine learning algorithm. Expert Syst. Appl. 71: 257-278 (2017) - [j19]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): 265-290 (2017) - [c29]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: 606-621 - [c28]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: 322-325 - [c27]Viet-Hung Dang, Ngo Anh Vien, Pham Le-Tuyen, TaeChoong Chung:
A Functional Optimization Method for Continuous Domains. INISCOM 2017: 254-265 - [c26]Le Pham Tuyen, Md. Abu Layek, Ngo Anh Vien, TaeChoong Chung:
Deep reinforcement learning algorithms for steering an underactuated ship. MFI 2017: 602-607 - [c25]Le Pham Tuyen, TaeChoong Chung:
Controlling bicycle using deep deterministic policy gradient algorithm. URAI 2017: 413-417 - 2016
- [j18]Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung:
Bayes-adaptive hierarchical MDPs. Appl. Intell. 45(1): 112-126 (2016) - [j17]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): 260-274 (2016) - [j16]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): 5074-5094 (2016) - [j15]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): 980 (2016) - [j14]Mahmood Ahmad, Muhammad Bilal Amin, Shujaat Hussain, Byeong Ho Kang, TaeChoong Chung, Sungyoung Lee:
Health Fog: a novel framework for health and wellness applications. J. Supercomput. 72(10): 3677-3695 (2016) - [c24]Hoang Huu Viet, Le Hong Trang, SeungGwan Lee, TaeChoong Chung:
A Bidirectional Local Search for the Stable Marriage Problem. ACOMP 2016: 18-24 - [c23]Le Hong Trang, Hoang Huu Viet, TaeChoong Chung:
Finding "optimal" stable marriages with ties via local search. KSE 2016: 61-66 - [c22]Hoang Huu Viet, Le Hong Trang, SeungGwan Lee, TaeChoong Chung:
An Empirical Local Search for the Stable Marriage Problem. PRICAI 2016: 556-564 - 2015
- [j13]Hoang Huu Viet, Viet-Hung Dang, Seung Yoon Choi, TaeChoong Chung:
BoB: an online coverage approach for multi-robot systems. Appl. Intell. 42(2): 157-173 (2015) - [j12]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): 1065-1073 (2015) - [j11]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): 865-883 (2015) - [j10]Mahmood Ahmad, Zeeshan Pervez, TaeChoong Chung, Sungyoung Lee:
Oblivious user management for cloud-based data synchronization. J. Supercomput. 71(4): 1378-1400 (2015) - 2014
- [j9]Ngo Anh Vien, Hung Quoc Ngo, Sungyoung Lee, TaeChoong Chung:
Approximate planning for bayesian hierarchical reinforcement learning. Appl. Intell. 41(3): 808-819 (2014) - [c21]Ishtiaq Ahmed, Donghai Guan, TaeChoong Chung:
A novel semi-supervised learning for SMS classification. ICMLC 2014: 856-861 - 2013
- [j8]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): 217-235 (2013) - [j7]Ngo Anh Vien, Wolfgang Ertel, TaeChoong Chung:
Learning via human feedback in continuous state and action spaces. Appl. Intell. 39(2): 267-278 (2013) - [j6]Ngo Anh Vien, Wolfgang Ertel, Viet-Hung Dang, TaeChoong Chung:
Monte-Carlo tree search for Bayesian reinforcement learning. Appl. Intell. 39(2): 345-353 (2013) - [j5]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): 159-173 (2013) - [c20]Md Nasir Uddin Laskar, Seung Yoon Choi, Ishtiaq Ahmed, TaeChoong Chung:
Geometric Modeling of Any Obstacle Shapes for Robot Motion Planning. ICIRA (1) 2013: 693-705 - 2012
- [j4]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): 86-93 (2012) - [c19]Hassan Abid, TaeChoong Chung, Sungyoung Lee, Saad B. Qaisar:
Performance Analysis of LTE Smartphones-Based Vehicle-to-Infrastrcuture Communication. UIC/ATC 2012: 72-78 - 2011
- [j3]Ngo Anh Vien, Hwanjo Yu, TaeChoong Chung:
Hessian matrix distribution for Bayesian policy gradient reinforcement learning. Inf. Sci. 181(9): 1671-1685 (2011) - 2010
- [j2]Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung:
Policy Gradient Based Semi-Markov Decision Problems: Approximation and Estimation Errors. IEICE Trans. Inf. Syst. 93-D(2): 271-279 (2010) - [c18]Huyn Kim, TaeChoong Chung:
Multi Agent System Based Path Optimization Service for Mobile Robot. FGIT-UNESST 2010: 88-94
2000 – 2009
- 2009
- [j1]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. 92-B(6): 2008-2022 (2009) - [c17]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: 2081-2082 - [c16]Nguyen Thi Thanh Thuy, Ngo Anh Vien, Nguyen Hoang Viet, TaeChoong Chung:
Probabilistic Ranking Support Vector Machine. ISNN (2) 2009: 345-353 - 2008
- [c15]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: 285-289 - [c14]Nguyen Hoang Viet, Ngo Anh Vien, SeungGwan Lee, TaeChoong Chung:
Efficient Distributed Sensor Dispatch in Mobile Sensor Network. AINA Workshops 2008: 1561-1566 - [c13]Nguyen Hoang Viet, Ngo Anh Vien, TaeChoong Chung:
Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks. ICNSC 2008: 1541-1546 - [c12]Ngo Anh Vien, TaeChoong Chung:
Policy Gradient Semi-markov Decision Process. ICTAI (2) 2008: 11-18 - [c11]Ngot Phu Bui, Young-Tack Park, TaeChoong Chung:
A Scalable Framework for Distributed Ontologies. KES-AMSTA 2008: 242-251 - 2007
- [c10]Imran Rao, Nomica Imran, Salman Khan, Eui-nam Huh, TaeChoong Chung:
Adaptive and Reconfigurable ResOurce Management for Wireless Sensors using Grid Technology. COMSWARE 2007 - [c9]Ngot Phu Bui, SeungGwan Lee, TaeChoong Chung:
Query Distributed Ontology over Grid Environment. ICCSA (3) 2007: 140-153 - [c8]Ngo Anh Vien, TaeChoong Chung:
Natural Gradient Policy for Average Cost SMDP Problem. ICTAI (1) 2007: 11-18 - [c7]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: 704-713 - [c6]Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung:
Heuristic Search Based Exploration in Reinforcement Learning. IWANN 2007: 110-118 - 2006
- [c5]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: 448-459 - [c4]Imran Rao, Eui-nam Huh, Sungyoung Lee, TaeChoong Chung:
Distributed, Scalable and Reconfigurable Inter-grid Resource Sharing Framework. ICCSA (2) 2006: 390-399 - 2005
- [c3]SeungGwan Lee, TaeChoong Chung:
A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model. IWANN 2005: 217-224 - 2001
- [c2]SeungGwan Lee, TaeUng Jung, TaeChoong Chung:
An effective dynamic weighted rule for ant colony system optimization. CEC 2001: 1393-1397 - [c1]SeungGwan Lee, TaeUng Jung, TaeChoong Chung:
Improved Ant Agents System by the Dynamic Parameter Decision. FUZZ-IEEE 2001: 666-669
Coauthor Index
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