Selected Publications


2017

  • Saejoon Kim and Jun Heo,
    "Time Series Regression-based Pairs Trading in the Korean Equities Market," [pdf]
    Journal of Experimental and Theoretical Artificial Intelligence, 2017.


~2014

  • Kwangseok Noh, Saejoon Kim and Jun Heo,
    "Design of Systematic Unequal Error Protection Raptor Codes over Binary Erasure Channels,"
    Wireless Personal Communications, vol. 75, no. 4, pp. 2513-2522, Apr. 2014.
  • Hyunseok Chang, Sae-Young Chung and Saejoon Kim,
    "Interference Channel with a Causal Relay under Strong and Very Strong Interference," [pdf]
    IEEE Transactions on Information Theory, vol. 60, no. 2, pp. 859-865, Feb. 2014.
  • Jaeyoung Lee, Sung-Il Kim, Saejoon Kim and Jun Heo,
    "Random Access Transport Capacity of Multihop AF Relaying: A Throughput-Reliability Tradeoff,"
    EURASIP Journal on Wireless Communications and Networking, 2013: 104, 2013.
  • Sung-Il Kim, Saejoon Kim, Joon Tae Kim and Jun Heo,
    "Opportunistic Decode-and-Forward Relaying with Interferences at Relays,"
    Wireless Personal Communications, vol. 68, no. 2, pp. 247-264, Jan. 2013.
  • Saejoon Kim,
    "Trapping Set Error Correction through Adaptive Informed Dynamic Scheduling Decoding of LDPC Codes," [pdf]
    IEEE Communications Letters, vol. 16, no. 7, pp. 1103-1105, July 2012.
  • Saejoon Kim, Jun Heo and Hyuncheol Park,
    "Improved Stopping Set Elimination by Parity-Check Matrix Extension of LDPC Codes," [pdf]
    IEEE Communications Letters, vol. 15, no. 5, pp. 557-559, May 2011.
  • Saejoon Kim, Seunghyuk Lee, Jun Heo and Jongho Nang,
    "On-the-Fly Maximum-Likelihood Decoding of Raptor Codes over the Binary Erasure Channel," [pdf]
    IEICE Transactions on Communications, vol. E94-B, no. 4, pp. 1062-1065, Apr. 2011.
  • Saejoon Kim, Seunghyuk Lee, Jun Heo and Chong S. Rim,
    "Adaptive Mixed Scheduling for Correcting Errors in Trapping Sets of LDPC Codes," [pdf]
    IEEE Communications Letters, vol. 14, no. 7, pp. 664-666, July 2010.
  • Hyung-Tae Kim, Sung Hoon Lim, Inkyu Lee, Saejoon Kim and Sae-Young Chung,
    "Code Design for MIMO Downlink with Imperfect CSIT," [pdf]
    IEEE Transactions on Communications, vol. 58, no. 1, pp. 89-94, Jan. 2010.
  • Sejong Yoon and Saejoon Kim,
    "k-Top Scoring Pair Algorithm for Feature Selection in SVM with Applications to Microarray Data Classification,"
    Soft Computing, vol. 14, no. 2, pp. 151-159, Jan. 2010.
  • Sejong Yoon and Saejoon Kim,
    "Mutual Information-Based SVM-RFE for Diagnostic Classification of Digitized Mammograms," [pdf]
    Pattern Recognition Letters, vol. 30, no. 16, pp. 1489-1495, Dec. 2009.
  • Sejong Yoon and Saejoon Kim,
    "AdaBoost-Based Multiple SVM-RFE for Classification of Mammograms in DDSM," [pdf]
    BMC Medical Informatics and Decision Making, vol. 9, no. S1, Nov. 2009.
  • Saejoon Kim, Karam Ko, Jun Heo and Ji-Hwan Kim,
    "Two-Staged Informed Dynamic Scheduling for Sequential Belief Propagation Decoding of LDPC Codes," [pdf]
    IEEE Communications Letters, vol. 13, no. 3, pp. 193-195, Mar. 2009.
  • Saejoon Kim and Seunghyuk Lee,
    "Improved Intermediate Performance of Rateless Codes," [pdf]
    IEEE International Conference on Advanced Communication Technology '09, Korea, 2009.
  • Saejoon Kim, Seunghyuk Lee and Sae-Young Chung,
    "An Efficient Algorithm for ML Decoding of Raptor Codes over the Binary Erasure Channel," [pdf]
    IEEE Communications Letters, vol. 12, no. 8, pp. 578-580, Aug. 2008.
  • Saejoon Kim, Karam Ko and Sae-Young Chung,
    "Incremental Gaussian Elimination Decoding of Raptor Codes over BEC," [pdf]
    IEEE Communications Letters, vol. 12, no. 4, pp. 307-309, Apr. 2008.
  • Saejoon Kim,
    "A Graph-Theoretic Technique for Classification of Normal and Tumor Tissues Using Gene Expression Microarray Data,"
    IEEE International Conference on Engineering in Medicine and Biology '07, Lyon, France, 2007.
  • Saejoon Kim,
    "Complete Erasure Recovery of Irregular Repeat-Accumulate Codes," [pdf]
    IEEE International Symposium on Information Theory and its Applications '06, Seoul, Korea, 2006.
  • Saejoon Kim,
    "Turbo Decoding as an Instance of Expectation Maximization Algorithm," [pdf]
    Lecture Notes in Computer Science, vol. 4232, pp. 371-378, ICONIP '06, 2006.
  • Saejoon Kim,
    "Generalized Minimum Distance Iterative Decoding of Tanner Codes," [pdf]
    IEEE Communications Letters, vol. 9, no. 8, pp. 738-740, Aug. 2005.
  • Saejoon Kim,
    "Protein Beta-Turn Prediction using Nearest-Neighbor Method,"
    Bioinformatics, vol. 20, no. 1, pp. 40-44, 2004.
  • Saejoon Kim and Stephen B. Wicker,
    "Linear-Time Encodable and Decodable Irregular Graph Codes,"
    IEEE International Symposium on Information Theory '00, Sorrento, Italy, 2000.
  • Saejoon Kim and Stephen B. Wicker,
    "Thoughts on Expander Codes: Codes via Irregular Bipartite Graphs,"
    Annual Conference on Information Sciences and Systems '00, Princeton, USA, 2000.
  • Saejoon Kim and Stephen B. Wicker,
    "Improved Turbo Decoding through Belief Propagation,"
    IEEE Global Communications '99, Rio de Janeiro, Brazil, 1999.
  • Saejoon Kim and Stephen B. Wicker,
    "An Exploration of the Relationship between the Baum-Welch Algorithm and Turbo Decoding,"
    IEEE International Symposium on Information Theory '98, MIT, USA, 1998.
  • Saejoon Kim and Stephen B. Wicker,
    "A Connection between the Baum-Welch Algorithm and Turbo Decoding,"
    IEEE Information Theory Workshop '98, Killarney, Ireland, 1998. (Invited Paper)


Theses

  • Probabilistic Reasoning, Parameter Estimation, and Issues in Turbo Decoding,
    Doctoral Dissertation, Cornell University, USA, Aug. 1998.
  • Stability Regions of Discrete Nonlinear Dynamical Systems,
    Master's Thesis, Cornell University, USA, May 1996.


Books

  • Stephen B. Wicker and Saejoon Kim,
    Fundamentals of Codes, Graphs, and Iterative Decoding,
    Springer, Boston, MA, 2003.


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