Minyoung Kim

Minyoung Kim: Accelerated max-margin multiple kernel learning. Appl. Intell. 38(1): 45-57 (2013)

Minyoung Kim, Ashish Gehani, Je-Min Kim, Dawood Tariq, Mark-Oliver Stehr, Jin-Soo Kim: Maximizing availability of content in disruptive environments by cross-layer optimization. SAC 2013: 447-454

Jinwoo Kim, Minyoung Kim, Mark-Oliver Stehr, Hyunok Oh, Soonhoi Ha: A parallel and distributed meta-heuristic framework based on partially ordered knowledge sharing. J. Parallel Distrib. Comput. 72(4): 564-578 (2012)

Minyoung Kim: Correlation-based incremental visual tracking. Pattern Recognition 45(3): 1050-1060 (2012)

Minyoung Kim: Time-Series Dimensionality Reduction via Granger Causality. IEEE Signal Process. Lett. 19(10): 611-614 (2012)

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil Dutt, Nalini Venkatasubramanian: xTune: A formal methodology for cross-layer tuning of mobile embedded systems. ACM Trans. Embedded Comput. Syst. 11(4): 73 (2012)

Amin Khajeh, Minyoung Kim, Nikil Dutt, Ahmed M. Eltawil, Fadi J. Kurdahi: Error-Aware Algorithm/Architecture Coexploration for Video Over Wireless Applications. ACM Trans. Embedded Comput. Syst. 11(S1): 15 (2012)

Yongjoo Cho, Minyoung Kim, Kyoung Shin Park: LOTUS: composing a multi-user interactive tiled display virtual environment. The Visual Computer 28(1): 99-109 (2012)

Minyoung Kim, Jong-Wook Jang: A Study of Smart Driving Information Check System Design for No-Driving Day Car Insurance in Korea. ICHIT (2) 2012: 791-798

Minyoung Kim, Vladimir Pavlovic: Sequence classification via large margin hidden Markov models. Data Min. Knowl. Discov. 23(2): 322-344 (2011)

Minyoung Kim, Yongjoo Cho, Hyon-Gon Choo, Jinwoong Kim, Kyoung Shin Park: Effects of Depth Map Quantization for Computer-Generated Multiview Images using Depth Image-Based Rendering. TIIS 5(11): 2175-2190 (2011)

Minyoung Kim, Vladimir Pavlovic: Central Subspace Dimensionality Reduction Using Covariance Operators. IEEE Trans. Pattern Anal. Mach. Intell. 33(4): 657-670 (2011)

Minyoung Kim: Discriminative semi-supervised learning of dynamical systems for motion estimation. Pattern Recognition 44(10-11): 2325-2333 (2011)

Minyoung Kim: Sequence Alignment by Regression Coding. IEEE Signal Process. Lett. 18(12): 721-724 (2011)

Mark-Oliver Stehr, Carolyn L. Talcott, John M. Rushby, Patrick Lincoln, Minyoung Kim, Steven Cheung, Andy Poggio: Fractionated Software for Networked Cyber-Physical Systems: Research Directions and Long-Term Vision. Formal Modeling: Actors, Open Systems, Biological Systems 2011: 110-143

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil Dutt, Nalini Venkatasubramanian: A Formal Methodology for Compositional Cross-Layer Optimization. Formal Modeling: Actors, Open Systems, Biological Systems 2011: 207-222

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott: A Distributed Logic for Networked Cyber-Physical Systems. FSEN 2011: 190-205

Minyoung Kim, Kyoung Shin Park, Dongkeun Kim, Yongjoo Cho: Emotional Intelligent Contents: Expressing User's Own Emotion within Contents. ICEC 2011: 391-394

Minyoung Kim, Mark-Oliver Stehr, Ashish Gehani, Carolyn L. Talcott: Ensuring Security and Availability through Model-Based Cross-Layer Adaptation. UIC 2011: 310-325

Minyoung Kim: Large margin cost-sensitive learning of conditional random fields. Pattern Recognition 43(10): 3683-3692 (2010)

Zengyin Zhang, Minyoung Kim, Fernando De la Torre, Wende Zhang: A Real-Time System for Head Tracking and Pose Estimation. ECCV Workshops (1) 2010: 329-341

Minyoung Kim, Vladimir Pavlovic: Structured Output Ordinal Regression for Dynamic Facial Emotion Intensity Prediction. ECCV (3) 2010: 649-662

Minyoung Kim, Mark-Oliver Stehr, Jinwoo Kim, Soonhoi Ha: An Application Framework for Loosely Coupled Networked Cyber-Physical Systems. EUC 2010: 144-153

Ashish Gehani, Minyoung Kim: Mendel: efficiently verifying the lineage of data modified in multiple trust domains. HPDC 2010: 227-239

Ashish Gehani, Minyoung Kim, Tanu Malik: Efficient querying of distributed provenance stores. HPDC 2010: 613-621

Minyoung Kim, Fernando De la Torre: Local Minima Embedding. ICML 2010: 527-534

Minyoung Kim, Fernando De la Torre: Gaussian Processes Multiple Instance Learning. ICML 2010: 535-542

Minyoung Kim, Vladimir Pavlovic: Hidden Conditional Ordinal Random Fields for Sequence Classification. ECML/PKDD (2) 2010: 51-65

Grit Denker, Ashish Gehani, Minyoung Kim, David Hanz: Policy-Based Data Downgrading: Toward a Semantic Framework and Automated Tools to Balance Need-to-Protect and Need-to-Share Policies. POLICY 2010: 120-128

Minyoung Kim, Eunseok Lee, Kangtae Kim: Testing for the embedded open platform. SPLC Workshops 2010: 243-246

Mark-Oliver Stehr, Minyoung Kim, Carolyn L. Talcott: Toward Distributed Declarative Control of Networked Cyber-Physical Systems. UIC 2010: 397-413

Minyoung Kim, Vladimir Pavlovic: Covariance Operator Based Dimensionality Reduction with Extension to Semi-Supervised Settings. Journal of Machine Learning Research - Proceedings Track 5: 280-287 (2009)

Minyoung Kim, Vladimir Pavlovic: Discriminative Learning for Dynamic State Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 31(10): 1847-1861 (2009)

Jixu Chen, Minyoung Kim, Yu Wang, Qiang Ji: Switching Gaussian Process Dynamic Models for simultaneous composite motion tracking and recognition. CVPR 2009: 2655-2662

Ashish Gehani, Minyoung Kim, Jian Zhang: Steps Toward Managing Lineage Metadata in Grid Clusters. Workshop on the Theory and Practice of Provenance 2009

Seokhwan Kim, Minyoung Kim, Yongjoo Cho, Kyoung Shin Park: iTILE Framework for Constructing Interactive Tiled Display Applications. GRAPP 2009: 367-372

Minyoung Kim: xTune: online verifiable cross-layer adaptation for distributed real-time embedded systems. SIGBED Review 5(1): 24 (2008)

Minyoung Kim, Sudarshan Banerjee, Nikil Dutt, Nalini Venkatasubramanian: Energy-aware cosynthesis of real-time multimedia applications on MPSoCs using heterogeneous scheduling policies. ACM Trans. Embedded Comput. Syst. 7(2) (2008)

Minyoung Kim, Sanjiv Kumar, Vladimir Pavlovic, Henry A. Rowley: Face tracking and recognition with visual constraints in real-world videos. CVPR 2008

Minyoung Kim, Vladimir Pavlovic: Dimensionality reduction using covariance operator inverse regression. CVPR 2008

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil Dutt, Nalini Venkatasubramanian: Constraint Refinement for Online Verifiable Cross-Layer System Adaptation. DATE 2008: 646-651

Amin Khajeh Djahromi, Minyoung Kim, Nikil Dutt, Ahmed M. Eltawil, Fadi J. Kurdahi: Cross-layer co-exploration of exploiting error resilience for video over wireless applications. ESTImedia 2008: 13-18

Kyoungwoo Lee, Minyoung Kim, Nikil Dutt, Nalini Venkatasubramanian: Error-Exploiting Video Encoder to Extend Energy/QoS Tradeoffs for Mobile Embedded Systems. DIPES 2008: 23-34

Kyoungwoo Lee, Aviral Shrivastava, Minyoung Kim, Nikil Dutt, Nalini Venkatasubramanian: Mitigating the impact of hardware defects on multimedia applications: a cross-layer approach. ACM Multimedia 2008: 319-328

Minyoung Kim, Vladimir Pavlovic: Discriminative Learning of Dynamical Systems for Motion Tracking. CVPR 2007

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil D. Dutt, Nalini Venkatasubramanian: A Probabilistic Formal Analysis Approach to Cross Layer Optimization in Distributed Embedded Systems. FMOODS 2007: 285-300

Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcott, Nikil Dutt, Nalini Venkatasubramanian: Combining Formal Verification with Observed System Execution Behavior to Tune System Parameters. FORMATS 2007: 257-273

Minyoung Kim, Vladimir Pavlovic: Conditional State Space Models for Discriminative Motion Estimation. ICCV 2007: 1-8

Minyoung Kim, Vladimir Pavlovic: A recursive method for discriminative mixture learning. ICML 2007: 409-416

Minyoung Kim, Yeonjun Kim: A Design of Event-Driven Programming Language for Ubiquitous Computing Environments. Software Engineering Research and Practice 2007: 678-679

Minyoung Kim, Hyunok Oh, Nikil Dutt, Alex Nicolau, Nalini Venkatasubramanian: PBPAIR: an energy-efficient error-resilient encoding using probability based power aware intra refresh. Mobile Computing and Communications Review 10(3): 58-69 (2006)

Minyoung Kim, Sudarshan Banerjee, Nikil Dutt, Nalini Venkatasubramanian: Design space exploration of real-time multi-media MPSoCs with heterogeneous scheduling policies. CODES+ISSS 2006: 16-21

Minyoung Kim, Vladimir Pavlovic: Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification. CVPR (1) 2006: 268-275

Hyunki Lee, Hyungsuck Cho, Minyoung Kim: A New 3D Sensor System for Mobile Robots Based on Moire and Stereo Vision Technique. IROS 2006: 1384-1389

Minyoung Kim, Hyunok Oh, Nikil D. Dutt, Alexandru Nicolau, Nalini Venkatasubramanian: Probability Based Power Aware Error Resilient Coding. ICDCS Workshops 2005: 307-313

Shivajit Mohapatra, Radu Cornea, Hyunok Oh, Kyoungwoo Lee, Minyoung Kim, Nikil D. Dutt, Rajesh Gupta, Alexandru Nicolau, Sandeep K. Shukla, Nalini Venkatasubramanian: A Cross-Layer Approach for Power-Performance Optimization in Distributed Mobile Systems. IPDPS 2005

Minyoung Kim, Hyungsuck Cho: Three-dimensional map building for mobile robot navigation environments using a self-organizing neural network. J. Field Robotics 21(6): 323-343 (2004)

Minyoung Kim, Hyungsuck Cho, Hyunki Lee: An active trinocular vision system for sensing mobile robot navigation environments. IROS 2004: 1698-1703

Sang-Won Ghyme, Minyoung Kim, Jin Sung Choi: Cognitive Training with Virtual Reality. CISST 2003: 358-364

Dohyung Kim, Minyoung Kim, Soonhoi Ha: A Case Study of System Level Specification and Software Synthesis of Multimode Multimedia Terminal. ESTImedia 2003: 57-64

Minyoung Kim, Soonhoi Ha: Hybrid Run-time Power Management Technique for Real-time Embedded System with Voltage Scalable Processor. LCTES/OM 2001: 11-19