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• 2021

  Data Trimming Methods to Improve Gesture Classification

  Roh, H. S. & Kim, D. E., 2021, ICEMS 2021 - 2021 24th International Conference on Electrical Machines and Systems. Institute of Electrical and Electronics Engineers Inc., p. 2449-2452 4 p. (ICEMS 2021 - 2021 24th International Conference on Electrical Machines and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks

  Ren, W., Zhang, J., Pan, J., Liu, S., Ren, J., Du, J., Cao, X. & Yang, M. H., 2021, (Accepted/In press) In: IEEE transactions on pattern analysis and machine intelligence.

  Research output: Contribution to journal › Article › peer-review
  8 Citations (Scopus)

• Decadal phase shift of summertime Arctic dipole pattern and its nonlinear effect on sea ice extent

  Heo, E. S., Sung, M. K., An, S. I. & Yang, Y. M., 2021 Jul, In: International Journal of Climatology. 41, 9, p. 4732-4742 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• Decision support system for customers during availability of trade credit financing with different pricing situations

  Shaikh, A. A., Das, S. C., Bhunia, A. K. & Sarkar, B., 2021 Mar 1, In: RAIRO - Operations Research. 55, 2, p. 1043-1061 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  5 Citations (Scopus)

• Deconstructing bullying roles: A longitudinal latent profile analysis of bullying participant behaviors for students in grades 4 through 12

  Demaray, M. K., Malecki, C. K., Ryoo, J. H. & Summers, K. H., 2021 Jun, In: Journal of School Psychology. 86, p. 32-48 17 p.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Deep character-level anomaly detection based on a convolutional autoencoder for zero-day phishing url detection

  Bu, S. J. & Cho, S. B., 2021 Jun 2, In: Electronics (Switzerland). 10, 12, 1492.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Deep CNN transferred from VAE and GAN for classifying irritating noise in automobile

  Kim, J. Y. & Cho, S. B., 2021 Sep 10, In: Neurocomputing. 452, p. 395-403 9 p.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Deep Concatenated Residual Network with Bidirectional LSTM for One-Hour-Ahead Wind Power Forecasting

  Ko, M. S., Lee, K., Kim, J. K., Hong, C. W., Dong, Z. Y. & Hur, K., 2021 Apr, In: IEEE Transactions on Sustainable Energy. 12, 2, p. 1321-1335 15 p., 9290065.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  13 Citations (Scopus)

• Deep-learned spike representations and sorting via an ensemble of auto-encoders

  Eom, J., Park, I. Y., Kim, S., Jang, H., Park, S., Huh, Y. & Hwang, D., 2021 Feb, In: Neural Networks. 134, p. 131-142 12 p.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Deep learning-based solvability of underdetermined inverse problems in medical imaging

  Hyun, C. M., Baek, S. H., Lee, M., Lee, S. M. & Seo, J. K., 2021 Apr, In: Medical Image Analysis. 69, 101967.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Deep learning models for the prediction of intraoperative hypotension

  Lee, S., Lee, H. C., Chu, Y. S., Song, S. W., Ahn, G. J., Lee, H., Yang, S. & Koh, S. B., 2021 Apr, In: British Journal of Anaesthesia. 126, 4, p. 808-817 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  8 Citations (Scopus)

• Deep Learning's Diminishing Returns: The Cost of Improvement is Becoming Unsustainable

  Thompson, N. C., Greenewald, K., Lee, K. & Manso, G. F., 2021 Oct 1, In: IEEE Spectrum. 58, 10, p. 50-55 6 p.

  Research output: Contribution to journal › Article › peer-review
  7 Citations (Scopus)

• Deep learning strategies for critical heat flux detection in pool boiling

  Rassoulinejad-Mousavi, S. M., Al-Hindawi, F., Soori, T., Rokoni, A., Yoon, H., Hu, H., Wu, T. & Sun, Y., 2021 May 25, In: Applied Thermal Engineering. 190, 116849.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Deep-learning system for real-time differentiation between Crohn's disease, intestinal Behçet's disease, and intestinal tuberculosis

  Kim, J. M., Kang, J. G., Kim, S. & Cheon, J. H., 2021 Aug, In: Journal of Gastroenterology and Hepatology (Australia). 36, 8, p. 2141-2148 8 p.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method

  Jun, Y., Shin, H., Eo, T., Kim, T. & Hwang, D., 2021 May, In: Medical Image Analysis. 70, 102017.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Deep monocular depth estimation leveraging a large-scale outdoor stereo dataset

  Cho, J., Min, D., Kim, Y. & Sohn, K., 2021 Sep 15, In: Expert Systems with Applications. 178, 114877.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Deep neural network approach for prediction of heating energy consumption in old houses

  Lee, S., Cho, S., Kim, S. H., Kim, J., Chae, S., Jeong, H. & Kim, T., 2021 Jan 1, In: Energies. 14, 1, 122.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  6 Citations (Scopus)

• Deep reinforcement learning-based distributed congestion control in cellular V2X networks

  Choi, J. Y., Jo, H. S., Mun, C. & Yook, J. G., 2021 Nov 1, In: IEEE Wireless Communications Letters. 10, 11, p. 2582-2586 5 p.

  Research output: Contribution to journal › Article › peer-review
  2 Citations (Scopus)

• Deep reinforcement learning-based task offloading decision in the time varying channel

  Jeong, J., Kim, I. M. & Hong, D., 2021 Jan 31, 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021. Institute of Electrical and Electronics Engineers Inc., 9369737. (2021 International Conference on Electronics, Information, and Communication, ICEIC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Deep reinforcement learning optimization framework for a power generation plant considering performance and environmental issues

  Adams, D., Oh, D. H., Kim, D. W., Lee, C. H. & Oh, M., 2021 Apr 1, In: Journal of Cleaner Production. 291, 125915.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Deep Scattering Network with Max-Pooling

  Ki, T. & Hur, Y., 2021 Mar, Proceedings - DCC 2021: 2021 Data Compression Conference. Bilgin, A., Marcellin, M. W., Serra-Sagrista, J. & Storer, J. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 348 1 p. 9418712. (Data Compression Conference Proceedings; vol. 2021-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Defect detection in pipelines via guided wave-based time-frequency-domain reflectometry

  Bang, S. S., Lee, Y. H. & Shin, Y. J., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 9340006.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Defect reduction and dopant activation of in situ phosphorus-doped silicon on a (111) silicon substrate using nanosecond laser annealing

  Shin, H., Lee, J., Ko, E., Kim, E. & Ko, D. H., 2021 Feb, In: Applied Physics Express. 14, 2, 021001.

  Research output: Contribution to journal › Article › peer-review

• Defining an international cut-off of two-legged countermovement jump power for sarcopenia and dysmobility syndrome

  Hong, N., Siglinsky, E., Krueger, D., White, R., Kim, C. O., Kim, H. C., Yeom, Y., Binkley, N., Rhee, Y. & Buehring, B., 2021 Mar, In: Osteoporosis International. 32, 3, p. 483-493 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Deformable Kernel Networks for Joint Image Filtering

  Kim, B., Ponce, J. & Ham, B., 2021 Feb, In: International Journal of Computer Vision. 129, 2, p. 579-600 22 p.

  Research output: Contribution to journal › Article › peer-review
  8 Citations (Scopus)

• Delayed ratification in environmental regimes: Indonesia’s ratification of the ASEAN agreement on transboundary haze pollution

  Hurley, A. & Lee, T., 2021, In: Pacific Review. 34, 6, p. 1108-1137 30 p.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Delay-Sum Group Delay Controller with Low-Loss and Low-Phase Variation

  Park, K. & Min, B. W., 2021 Jan, In: IEEE Transactions on Microwave Theory and Techniques. 69, 1, p. 825-832 8 p., 9288951.

  Research output: Contribution to journal › Article › peer-review

• Deletion of phospholipase D1 decreases bone mass and increases fat mass via modulation of Runx2, β-catenin-osteoprotegerin, PPAR-γ and C/EBPα signaling axis

  Kang, D. W., Hwang, W. C., Noh, Y. N., Che, X., Lee, S. H., Jang, Y., Choi, K. Y., Choi, J. Y. & Min, D. S., 2021 May 1, In: Biochimica et Biophysica Acta - Molecular Basis of Disease. 1867, 5, 166084.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Dendrimers for cancer immunotherapy: Avidity-based drug delivery vehicles for effective anti-tumor immune response

  Rawding, P. A., Bu, J., Wang, J., Kim, D. W., Drelich, A. J., Kim, Y. & Hong, S., 2021, (Accepted/In press) In: Wiley Interdisciplinary Reviews: Nanomedicine and Nanobiotechnology. 14, 2, e1752.

  Research output: Contribution to journal › Review article › peer-review
  4 Citations (Scopus)

• Density functional theory study of the mechanical behavior of silicene and development of a Tersoff interatomic potential model tailored for elastic behavior

  Yoo, S. H., Lee, B. & Kang, K., 2021 Jul 16, In: Nanotechnology. 32, 29, 295702.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• Density sensitivity of empirical functionals

  Song, S., Vuckovic, S., Sim, E. & Burke, K., 2021 Jan 21, In: Journal of Physical Chemistry Letters. 12, 2, p. 800-807 8 p.

  Research output: Contribution to journal › Article › peer-review
  14 Citations (Scopus)

• Depletion of adipocyte becn1 leads to lipodystrophy and metabolic dysregulation

  Jin, Y., Ji, Y., Song, Y., Choe, S. S., Jeon, Y. G., Na, H., Nam, T. W., Kim, H. J., Nahmgoong, H., Kim, S. M., Kim, J. W., Nam, K. T., Seong, J. K., Hwang, D., Park, C. B., Lee, I. H., Kim, J. B. & Lee, H. W., 2021 Jan, In: Diabetes. 70, 1, p. 182-195 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (Scopus)

• Depressive subfactors and cognitive function in midlife

  Lee, Y. J., Kim, H. C. & Jung, S. J., 2021 Dec 1, In: Journal of affective disorders. 295, p. 752-758 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Designing of high capacity Si nanosheets anode electrodes for lithium batteries

  Park, S. W., Ha, J. H., Cho, B. W. & Choi, H. J., 2021 Sep 15, In: Surface and Coatings Technology. 421, 127358.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Design Method for Tunable Planar Bandpass Filters with Single-Bias Control and Wide Tunable Frequency Range

  Lim, T., Anand, A., Chen, J., Liu, X. & Lee, Y., 2021 Jan, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 68, 1, p. 221-225 5 p., 9123979.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Design of a 2dof ankle exoskeleton with a polycentric structure and a bi-directional tendon-driven actuator controlled using a pid neural network

  Lee, T., Kim, I. & Baek, Y. S., 2021 Jan, In: Actuators. 10, 1, p. 1-17 17 p., 9.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  11 Citations (Scopus)

• Design of orbit controls for a multiple cubesat mission using drift rate modulation

  Song, Y., Park, S. Y., Kim, G. N. & Kim, D. G., 2021 Nov, In: Aerospace. 8, 11, 323.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Design of Regional Coverage Low Earth Orbit (LEO) Constellation with Optimal Inclination

  Shin, J., Park, S. Y., Son, J. & Song, S. C., 2021, In: Journal of Astronomy and Space Sciences. 38, 4, p. 217-227 11 p.

  Research output: Contribution to journal › Article › peer-review

• Design of spatially-varying orthotropic infill structures using multiscale topology optimization and explicit de-homogenization

  Lee, J., Kwon, C., Yoo, J., Min, S., Nomura, T. & Dede, E. M., 2021 Apr, In: Additive Manufacturing. 40, 101920.

  Research output: Contribution to journal › Article › peer-review
  8 Citations (Scopus)

• Design of structured control policy for shared energy storage in residential community: A stochastic optimization approach

  Walker, A. & Kwon, S., 2021 Sep 15, In: Applied Energy. 298, 117182.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Detecting intrusion via insider attack in database transactions by learning disentangled representation with deep metric neural network

  Go, G. M., Bu, S. J. & Cho, S. B., 2021, 13th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2020. Herrero, Á., Cambra, C., Urda, D., Sedano, J., Quintián, H. & Corchado, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 460-469 10 p. (Advances in Intelligent Systems and Computing; vol. 1267 AISC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Detection and Assessment of I&C Cable Faults Using Time-Frequency R-CNN-Based Reflectometry

  Lee, C. K. & Shin, Y. J., 2021 Feb, In: IEEE Transactions on Industrial Electronics. 68, 2, p. 1581-1590 10 p., 8984746.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Detection of asymptomatic recurrence improves survival of gastric cancer patients

  Park, J. S., Choe, E. A., Park, S., Nam, C. M., Hyung, W. J., Noh, S. H., Lee, S., Kim, H. S., Jung, M., Chung, H. C. & Rha, S. Y., 2021 May, In: Cancer medicine. 10, 10, p. 3249-3260 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (Scopus)

• Determinacy and classification of Markov-switching rational expectations models

  Cho, S., 2021 Jun, In: Journal of Economic Dynamics and Control. 127, 104115.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Determination of additional surgery after non‐curative endoscopic submucosal dissection in patients with early gastric cancer: A practically modified application of the ecura system

  Lee, S., Song, J. H., Park, S. H., Cho, M., Kim, Y. M., Kim, H. I. & Hyung, W. J., 2021 Nov 1, In: Cancers. 13, 22, 5768.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Determination of genotoxicity attributed to diesel exhaust particles in normal human embryonic lung cell (Wi-38) line

  Lee, J. W., Lee, H. J., Lee, Y. J., Lim, Y. B., Sim, W. J., Jang, J. H., Heo, H. R., Lim, H. J., Jung, J. W. & Kim, J. S., 2021 Feb, In: Biomolecules. 11, 2, p. 1-15 15 p., 291.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (Scopus)

• Determination of the radiologic findings for predicting failure of conservative management with observation for blunt renal injury patients: A single-centre experience over 13 years

  Kim, K., Ha, G., Jang, S. W., Jang, J. Y. & Bae, K. S., 2021 Sep, In: Injury. 52, 9, p. 2588-2593 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Deubiquitinases: Modulators of different types of regulated cell death

  Lee, C. S., Kim, S., Hwang, G. & Song, J., 2021 May 1, In: International journal of molecular sciences. 22, 9, 4352.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

• Developed hydrogen liquefaction process using liquefied natural gas cold energy: Design, energy optimization, and techno-economic feasibility

  Cho, S., Park, J., Noh, W., Lee, I. & Moon, I., 2021 Aug, In: International Journal of Energy Research. 45, 10, p. 14745-14760 16 p.

  Research output: Contribution to journal › Article › peer-review
  7 Citations (Scopus)

• Developing a Framework for Pandemic COVID-19 Vaccine Allocation: A Modified Delphi Consensus Study in Korea

  Choi, M. J., Choi, W. S., Seong, H., Choi, J. Y., Kim, J. H., Kim, Y. J., Cho, E. Y., Kim, D. H., Park, H., Lee, H., Kim, N. J., Song, J. Y., Cheong, H. J., Kim, S. I. & Peck, K. R., 2021 Jun, In: Journal of Korean medical science. 36, 23, p. 1-13 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  6 Citations (Scopus)