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TaeChoong Chung
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2020 – today
- 2024
[j37]A. F. M. Shahab Uddin, Muhammad Salman Ali, Muhammad Awais, Jiwon Hwang, TaeChoong Chung, Sung-Ho Bae:
Give me a hint: an explicit prior based image denoising. Signal Image Video Process. 18(12): 9451-9463 (2024)- 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]


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