Hyunsoo Kim

Yeonsik Kang, Hyunsoo Kim, Soo-Hyun Ryu, Nakju Lett Doh, Yonghwan Oh, Bum-Jae You: Dependable Humanoid Navigation System Based on Bipedal Locomotion. IEEE Transactions on Industrial Electronics 59(2): 1050-1060 (2012)

Hyunsoo Kim, Markus Bredel: Predicting survial by cancer pathway gene expression profiles in the TCGA. BIBM Workshops 2012: 872-875

Yongjung Choi, Heoncheol Ha, Heungsun Park, Hyunsoo Kim, Kwang NamGung: The RFID Effectiveness Statistical Analysis Tool (RESAT) for Comparing RFID and Barcode in Logistics Operations. ICHIT (2) 2012: 611-618

Ramachandran Raja, Rathinasamy Sakthivel, Selvaraj Marshal Anthoni, Hyunsoo Kim: Stability of impulsive Hopfield neural networks with Markovian switching and time-varying delays. Applied Mathematics and Computer Science 21(1): 127-135 (2011)

Hyunsoo Kim, Yingtao Bi, Sharmistha Pal, Ravi Gupta, Ramana V. Davuluri: IsoformEx: Isoform level gene expression estimation using weighted non-negative least squares from mRNA-Seq data. BMC Bioinformatics 12: 305 (2011)

Jeongmin Kim, Talchol Kim, Byungsoon Min, Sungho Hwang, Hyunsoo Kim: Mode Control Strategy for a Two-Mode Hybrid Electric Vehicle Using Electrically Variable Transmission (EVT) and Fixed-Gear Mode. IEEE T. Vehicular Technology 60(3): 793-803 (2011)

Yeonho Kim, Jaesang Lee, Chihoon Jo, Yongha Kim, Minseok Song, Jonghyun Kim, Hyunsoo Kim: Development and Control of an Electric Oil Pump for Automatic Transmission-Based Hybrid Electric Vehicle. IEEE T. Vehicular Technology 60(5): 1981-1990 (2011)

Hyunsoo Kim, Rathinasamy Sakthivel: Travelling wave solutions for time-delayed nonlinear evolution equations. Appl. Math. Lett. 23(5): 527-532 (2010)

Chihoon Jo, Sungho Hwang, Hyunsoo Kim: Clamping-Force Control for Electromechanical Brake. IEEE T. Vehicular Technology 59(7): 3205-3212 (2010)

Jeongmin Kim, Chiman Park, Sungho Hwang, Yoichi Hori, Hyunsoo Kim: Control Algorithm for an Independent Motor-Drive Vehicle. IEEE T. Vehicular Technology 59(7): 3213-3222 (2010)

Hyunsoo Kim, Ramana V. Davuluri: Data mining of mRNA-Seq and small RNA-Seq data to find microRNA targets. BCB 2010: 499-501

Hyunsoo Kim, Yingtao Bi, Ramana V. Davuluri: Estimating the Expression of Transcript Isoforms from mRNA-Seq via Nonnegative Least Squares. BIBE 2010: 296-297

Hyunsoo Kim: Service science for service innovation. JoSS 1(1): 1-7 (2009)

Insoo Kim, Hyunsoo Kim, Flavio Griggio, Richard L. Tutwiler, Thomas N. Jackson, Susna Trolier-McKinstry, Kyusun Choi: CMOS Ultrasound Transceiver Chip for High-Resolution Ultrasonic Imaging Systems. IEEE Trans. Biomed. Circuits and Systems 3(5): 293-303 (2009)

Youngkyu Cho, Dongsuk Yook, Sukmoon Chang, Hyunsoo Kim: Sound source localization for robot auditory systems. IEEE Trans. Consumer Electronics 55(3): 1663-1668 (2009)

Hyunsoo Kim, Haesun Park, Barry L. Drake: Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinformatics 9 (2008)

Hyunsoo Kim, Haesun Park: Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method. SIAM J. Matrix Analysis Applications 30(2): 713-730 (2008)

Donghyun Kim, Sungho Hwang, Hyunsoo Kim: Vehicle Stability Enhancement of Four-Wheel-Drive Hybrid Electric Vehicle Using Rear Motor Control. IEEE T. Vehicular Technology 57(2): 727-735 (2008)

Jounghoon Beh, Taekjin Lee, Inho Lee, Hyunsoo Kim, Sungjoo Ahn, Hanseok Ko: Combining acoustic echo cancellation and adaptive beamforming for achieving robust speech interface in mobile robot. IROS 2008: 1693-1698

Hyunsoo Kim, Haesun Park: Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis. Bioinformatics 23(12): 1495-1502 (2007)

Hyunsoo Kim, Haesun Park, Barry L. Drake: Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. BMC Bioinformatics 8(S-9) (2007)

Hyunsoo Kim, Barry L. Drake, Haesun Park: Multiclass classifiers based on dimension reduction with generalized LDA. Pattern Recognition 40(11): 2939-2945 (2007)

Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization. BIBE 2007: 263-269

Hyunsoo Kim, Haesun Park, Lars Eldén: Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares. BIBE 2007: 1147-1151

Jaegul Choo, Hyunsoo Kim, Haesun Park, Hongyuan Zha: A Comparison of Unsupervised Dimension Reduction Algorithms for Classification. BIBM 2007: 71-77

Jounghoon Beh, Taekjin Lee, Sungjoo Ahn, Hyunsoo Kim, David K. Han, Hanseok Ko: Enabling directional human-robot speech interface via adaptive beamforming and spatial noise reduction. IROS 2007: 3454-3459

Hyunsoo Kim, Haesun Park: Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares. ISBRA 2007: 477-487

Hyunsoo Kim, Haesun Park, Hongyuan Zha: Distance Preserving Dimension Reduction for Manifold Learning. SDM 2007

Hyunsoo Kim, Gene H. Golub, Haesun Park: Missing value estimation for DNA microarray gene expression data: local least squares imputation. Bioinformatics 22(11): 1410-1411 (2006)

Hyunsoo Kim, William Hu, Yuval Kluger: Unraveling condition specific gene transcriptional regulatory networks in Saccharomyces cerevisiae. BMC Bioinformatics 7: 165 (2006)

Hyunsoo Kim, Barry L. Drake, Haesun Park: Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. IEEE Trans. Knowl. Data Eng. 18(5): 603-612 (2006)

Kyung Tae Kim, Hyunsoo Kim, Hee Yong Youn: Optimized Clustering for Maximal Lifetime of Wireless Sensor Networks. EUC Workshops 2006: 465-474

Hyunsoo Kim, Haesun Park: Discriminant analysis using nonnegative matrix factorization for nonparametric multiclass classification. GrC 2006: 182-187

Hyunsoo Kim, Hee Yong Youn: Finding the Number of Clusters Minimizing Energy Consumption of Wireless Sensor Networks. ICCSA (3) 2006: 852-861

Hyunsoo Kim, Gene H. Golub, Haesun Park: Missing value estimation for DNA microarray gene expression data: local least squares imputation. Bioinformatics 21(2): 187-198 (2005)

Hyunsoo Kim, Jeff X. Zhou, Herbert C. Morse III, Haesun Park: A three-stage framework for gene expression data analysis by L1-norm support vector regression. IJBRA 1(1): 51-62 (2005)

Hyunsoo Kim, Peg Howland, Haesun Park: Dimension Reduction in Text Classification with Support Vector Machines. Journal of Machine Learning Research 6: 37-53 (2005)

Hyunsoo Kim, Hee Yong Youn: Prompt Detection of Changepoint in the Operation of Networked Systems. International Conference on Computational Science (3) 2005: 1125-1129

Hyunsoo Kim, Seong W. Kim, Soobeom Lee, Bongsoo Son: Estimation of the Optimal Number of Cluster-Heads in Sensor Network. KES (3) 2005: 87-94

Hyunsoo Kim, Gene H. Golub, Haesun Park: Imputation of Missing Values in DNA Microarray Gene Expression Data. CSB 2004: 572-573

Hyunsoo Kim, Haesun Park: Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design. CSB 2004: 656-657

Hyunsoo Kim, Haesun Park: Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model. SDM 2004

Yunsik Ahn, Jungseok Suh, Seungryeol Kim, Hyunsoo Kim: The software maintenance project effort estimation model based on function points. Journal of Software Maintenance 15(2): 71-85 (2003)