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Deasik Hong and O. K. Ersoy, "Classification of very high Dimensional data using Neural Networks", IEEE IGARSS,May 1990

[Other Conf. Papers]
조회 81762
Status : Presented 
Date : 1990-05 
Title : Classification of very high Dimensional data using Neural Networks 
Authors : Deasik Hong and O. K. Ersoy 
Conference : International Geoscience and Remote Sensing Symposium (IGARSS) 
Abstract : Neural network models and statistical methods are applied in claasification of very high dimensional data. Both 2-layer and 3-layer iterative neural networks are used in experiments together with a parallel hierarchical neural network. The statistical methods applied include the maximum likelihood method, the minimum Euclidean distance and two "pooling" methods (statistical multisource classificatioin and the linear opinion pool). The data used in experiments are simulated HIRIS data. All the methods are compared based on classification performance with different numbers of features, different numbers of training samples, speed (cpu time) and classification accuracy for training and test data 
URL : http://ieeexplore.ieee.org/xpl/articleDe...ber=688728 

 Benediktsson, J.A.; Swain, P.H.; Ersoy, O.K.; Hong, D.; , "Classification Of Very High Dimensional Data Using Neural Networks," Geoscience and Remote Sensing Symposium, 1990. IGARSS '90. 'Remote Sensing Science for the Nineties'., 10th Annual International , vol., no., pp.1269-1272, 20-24 May 1990

doi: 10.1109/IGARSS.1990.688728
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=688728&isnumber=3531
List of Articles
No.
Status Datesort
60 [IEEE VTC] Jeongho Park, Sukhyon Yun, Changeon Kang and Daesik Hong, "Antenna Array using a Channel Estimation Technique in a DS/CDMA System with M-ary Orthogonal Modulation", IEEE VTC, Sep. 2000 Presented  2000-09 
59 [IEEE VTC] Goohyun Park, Sukhyon Yun, Changeon Kang and Daesik Hong, "An Implementation method of a Turbo-code Decoder Using a block-wise MAP Algorithm", IEEE VTC, Sep. 2000 Presented  2000-09 
58 [IEEE IJCNN] Kyunbyoung Ko, Sooyong Choi and Daesik Hong, "Multi-User Detector with an ability of channel estimation using a RBF network in an MC-CDMA System", IEEE IJCNN, July 2000 Presented  2000-07 
57 [IEEE IJCNN] Sooyong Choi and Daesik Hong, "Equalization Using the Bilinear Recursive Polynomial Perceptron with Decision Feedback", IEEE IJCNN, July 2000 Presented  2000-07 
56 [IEEE IJCNN] Sooyong Choi and Daesik Hong, "A Hybrid Structured Neural Network Receiver in Digital Communication Systems", IEEE IJCNN, July 2000 Presented  2000-07 
55 [IEEE ICC] Keukjoon Bang, Namshin Cho, Jaehee Cho, Kwangchul Kim, Hyuncheol Park, Daesik Hong, "A Coarse Frequency Offset Estimation in an OFDM System Using the Concept of the Coherence Phase Bandwidth", IEEE ICC, Jun. 2000 Presented  2000-06 
54 [IEEE ICC] Hayoung Yang, Sungsoon Jung, Sangchul Han, Changeon Kang, Daesik Hong, "Multiple Antennas with a Reduced Iterative Turbo Decoder for a DS/CDMA System", IEEE ICC, Jun. 2000 Presented  2000-06 
53 [IEEE ICC] Jeongho Park, Sukhyon Yoon, Changeon Kang and Daesik Hong, "Antenna Array using Channel Estimation in an M-ary Orthogonal DS/CDMA System", IEEE ICC, Jun. 2000 Presented  2000-06 
52 [IEEE ICC] Myounghee Park, Heeyoung Jun, Jaehee Cho, Namshin Cho, Daesik Hong and Changeon Kang, "PAPR Reduction in OFDM Transmission using Hadamard Transform", IEEE ICC, Jun. 2000 Presented  2000-06 
51 [IEEE ICC] Taeyoon Kim, Daeki Hong, Changeon Kang, and Daesik Hong, "Adaptive Pipelined Successive Interference Cancellation for a DS/CDMA System", IEEE ICC Jun. 2000 Presented  2000-06 
50 [IEEE ICC] Taeyoung Kim, Younsun Kim, Joonhyun Park, Kyunbyoung Ko, Sooyong Choi, Changeon Kang and Daesik Hong, "Performance of an MC-CDMA System with Frequency Offsets in Correlated Fading", IEEE ICC, Jun. 2000 Presented  2000-06 
49 [IEEE ICASSP] Woonggon Kim, Bonjin Ku, Hayoung Yang, Changeon Kang and Daesik Hong, "Serially Concatenated Space-Time Code For High Data Rate Wireless Communication Systems", IEE ICASSP, Jun. 2000 Presented  2000-06 
48 [IEEE ICASSP] Hyunsoo Cheon and Daesik Hong ,"'A Blind Spatio-Temporal Equalizer using Cyclic Prefix in OFDM Systems", IEEE ICASSP, Jun. 2000 Presented  2000-06 
47 [IEEE ISIT] Bonjin Ku, Goonggon Kim, Hayoung Yang, Daesik Hong and Changeon Kang, "Turbo Nonlinear CPFSK with Iterative Decoding", IEE ISIT, June 2000 Presented  2000-06 
46 [IEEE GLOBECOM] Taekwan Kim, Namshin Cho, Jaehee Cho, Keukjoon Bang, Kwangchul Kim, Hynchoil Park and Daesik Hong, "A Fast Burst Synchronization for OFDM Based wireless asynchronous transfer mode systems", IEEE GLOBECOM, Dec. 1999 Presented  1999-12 
45 [IEEE VTC] Hyunsoo Cheon, Byungjoon Park and Daesik Hong, "Adaptive Multicarrier System  with Reduced Feedback Information in Wideband Radio Channels", IEEE VTC, Sept. 1999 Presented  1999-09 
44 [Other Conf. Papers] Sooyong Choi and Daesik Hong, "A Suboptimal Bayesian Equalizer using an Nonlinear Multilayer Combiner", NNSP, Aug. 1999 Presented  1999-08 
43 [IEEE IJCNN] Sooyong Choi and Daesik Hong, "'Performance of RBF equalizer in data storage channels", IEEE IJCNN, Jul. 1999 Presented  1999-07 
42 [IEEE ICC] Junhyun Park, Jooeung Kim, Sooyong Choi, Namsin Cho and Daesik Hong, "Performance of MC-CDMA Systems in Non-independent Rayleigh Fading", IEEE ICC, Jun. 1999 Presented  1999-06 
41 [IEEE ICC] Younsun Kim, Sooyong Choi, Cheolwoo You and Daesik Hong, "Effect of Carrier Frequency Offset on the Performance of an MC-CDMA System and its Countermeasure Using Pulse Shaping", IEEE ICC, Jun. 1999 Presented  1999-06 
40 [IEEE INTERMAG] Sooyong Choi and Daesik Hong, "Performance Enhancement of a Radial Basis Function Equalizer Using Nonlinear Combining in Digital Magnetic Storage Channels", IEEE ITERMAG, May, 1999 Presented  1999-05 
39 [IEEE ICASSP] Younsun Kim, Sooyong Choi, Cheolwoo You and Daesik Hong, "Ber Computation of an MC-CDMA System with carrier frequency offset", IEEE ICASSP, Mar. 1999 Presented  1999-03 
38 [IEEE ICOIN] Kyunbyung Ko, Sooyong Choi and Daesik Hong, "Multi-stage Interference Cancellation for an MC-CDMA Systems with Carrier Frequency Offset", IEEE ICOIN,  Jan. 1999 Presented  1999-01 
37 [IEEE ICOIN] Kyunbyung Ko, Sooyong Choi and Daesik Hong "Multi-stage Interference Cancellation for an MC-CDMA Systems with Carrier Frequency Offset", IEEE ICOIN, Jan. 1999 Presented  1999-01 
36 [IEEE ICOIN] Junhyun Park, Jooeung Kim, Sooyong Choi, Namsin Cho and Daesik Hong, "The Effect of Correlated Rayleigh Fading Channel on MC-CDMA Systems", IEEE ICOIN, Jan. 1999 Presented  1999-01 
35 [IEEE GLOBECOM] Jaejin Lee, Sooyong Choi and Daesik Hong, "Secure Communication Using a Chaos System in a Mobile Channel", IEEE GLOBECOM, Nov. 1998 Presented  1998-11 
34 [IEEE GLOBECOM] Sooyong Choi, Sunghwan Ong, Cheolwoo You and Daesik Hong, "A Quadratic Sigmoid Neural Decision Feedback Equalizer for Nonlinear Digital Magnetic Recording Channels", IEEE GLOBECOM, Nov. 1998 Presented  1998-11 
33 [IEEE ICCE] Keukjoon Bang, Namsin Cho, K. Oh, J. Park and Daesik Hong, "Improving the Spectral Efficiency for the OFDM System Using the Time and Frequency Domain Equalization", IEEE ICCE, Jun. 1998 Presented  1998-06 
32 [IEEE IJCNN] Kyunggoo Lee, Cheolwoo You, Sooyong Choi, Sunghwan Ong and Daesik Hong, "Performance Evaluation of Neural Equalizers for the DVD-ROM System", IEEE IJCNN, May, 1998 Presented  1998-05 
31 [IEEE GLOBECOM] Sunghwan Ong, Sooyong Choi, Cheolwoo You and Daesik Hong, "A Complex Version of a Decision Feedback Recurrent Neural Equalizer as an Infinite Impluse Response Filter", IEEE GLOBECOM, Nov. 1997 Presented  1997-11 
30 [Other Conf. Papers] Cheolhee Lee and Daesik Hong, "Feature Extraction Using the Bhattacharyya Distance", ICSMC, Oct. 1997 Presented  1997-10 
29 [Other Conf. Papers] Keukjoon Bang and Daesik Hong, "Separation of Character Strings and High Quality Vectorization for Digitized Korean Cadastral Map Image", IGARSS, Aug. 1997 Presented  1997-08 
28 [ICNN] Sunghwan Ong, Sooyong Choi, Cheolwoo You and Daesik Hong, "A decision feedback recurrent neural equalizer for digital communication", ICNN, June 1997 Presented  1997-06 
27 [IEEE ICASSP] Cheolwoo You and Daesik Hong, "Stop-and-Go Decision-Directed Blind Adaptive Equalization Using the Complex-Valued MultiLayer Perceptron", IEEE ICASSP, April 1997 file Presented  1997-04 
26 [IEEE INTERMAG] Sunghwan Ong, Sooyong Choi, Cheolwoo You and Daesik Hong, "A Decision Feedback Recurrent Neural Equalizer For Digital magnetic Recording Systems", IEEE ITERMAG, April 1997 Presented  1997-04 
25 [IEEE INTERMAG] Sooyong Choi, Sunghwan Ong, Jaehee Cho, Cheolwoo You and Daesik Hong, "Performance of Neural Equalizers on Partial Erasure Model", IEEE ITERMAG, April 1997 Presented  1997-04 
24 [IEEE INTERMAG] Jonghwa Lee, Cheolwoo You and Daesik Hong, "A Clustered Cyclic Product Code for Burst Error Correction in DVCR Systems", IEE ITERMAG, April 1997 Presented  1997-04 
23 [IEEE INTERMAG] Younghwan Kim, Cheolwoo You, Sunghwan Ong and Daesik Hong, "An Error-controlled Detection Method for PR-IV Magnetic Recording Systems", IEEE INTERMAG, April 1997 Presented  1997-04 
22 [IEEE GLOBECOM] Cheolwoo You and Daesik Hong, "Blind Adaptive Equalization Techniques Using the Complex Multi -Layer Perceptron", IEEE GLOBECOM, Nov 1996 Presented  1996-11 
21 [ITC-CSCC] Keukjoon Bang, Namsin Cho, Changeon Kang and Daesik Hong, "Off-Line Handwritten Digit Recognition Based on Parallel, Self-Organizing, Hierarchical Neural Networks", ITC-CSCC, July 1996 Presented  1996-07 
20 [ICNN] Cheolwoo You and Daesik Hong, "Adaptive Equalization Using the Complex Backpropagation Algorithm", ICNN, June 1996 Presented  1996-06 
19 [IEEE ICC] J. Cho, C. You and D. Hong, "The Neural Decision Feedback Equalizer for the Nonlinear Digital Magnetic Recording Systems", IEEE ICC, June 1996 Presented  1996-06 
18 [ICNN] Cheolwoo You and Daesik Hong, "Neural Convolutional Decoders in the Satellite Channel", ICNN, Dec. 1995 Presented  1995-12 
17 [IEEE ICONIP] Sangmok Lee and Daesik Hong, "Rapid Acquisition by Neural Networks", IEEE ICONIP, Oct. 1994 Presented  1994-10 
16 [IEEE ICONIP] Cheolwoo You and Daesik Hong, "Neural Convolutional Decoders", IEEE ICONIP, Oct. 1994 Presented  1994-10 
15 [IEEE PIMRC] Hanjong Kim, Hyungrae Cho, Daesik Hong and Changeon Kang, "The Performance of Trellis-coded MDPSK with Sliding Multiple Symbol Differential Detection", IEEE PIMRC, Sep. 1993 Presented  1993-09 
14 [Other Conf. Papers] Hanjong Kim, Hyungrae Cho, Daesik Hong and Changeon Kang, "Multiple Symbol Differential Detection of 2/4 MTCM using π/4 shift QPSK", APCC, Aug. 1993 file Presented  1993-08 
13 [ICEIC] Hanjong Kim, Daesik Hong and Changeon Kang, "Sliding Multiple Symbol Differential Detection of Trellis-coded MDPSK", ICEIC, Aug. 1993 file Presented  1993-08 
12 [JTC-CSCC] Daesik Hong, Changeon Kang, Doohyunn Lee and Chongil Kim, "A Burst Error Correcting Adaptive Decoding In TCM", JTC-CSCC, July 1992 file Presented  1992-07 
11 [JTC-CSCC] Daesik Hong, Changeon Kang, Youngwoo Yun, Taehyun Moon and Hyoungyu Song, "A Statistical Study Of The PSHNN And Its Comparative Performance", JTC-CSCC, July 1992 Presented  1992-07 
10 [JTC-CSCC] Daesik Hong, Changeon Kang, M.G.Kang, H.K.Song, "Generalized Tamed FM With Trellis Detection For Mobile Radio Communication",JTC-CSCC, July 1992 Presented  1992-07 
9 [Other Conf. Papers] Deasik Hong and O. K. Erosy, "Investigation of The Parallel, Self-Organizing Hierarchical Neural Networks", July 1991 Presented  1991-07 
8 [Other Conf. Papers] Deasik Hong and O. K. Ersoy, "Parallel, Self-Organizing Hierarchical Neural Networks for vision and systems control", IEEE IMC, Aug. 1990 Presented  1990-08 
» [Other Conf. Papers] Deasik Hong and O. K. Ersoy, "Classification of very high Dimensional data using Neural Networks", IEEE IGARSS,May 1990 Presented  1990-05 
6 [Other Conf. Papers] Deasik Hong and O. K. Ersoy, "Recent Study with The Parallel, Self-Organizing Hierarchical Neural Networks", April 1990 Presented  1990-04 
5 [Other Conf. Papers] Deasik Hong and O. K. Ersoy, "Parallel, Self-Organizing Hierarchical  Neural Networks-Ⅱ", IEEE HICSS, Jan. 1990 file Presented  1990-01 
4 [IEEE IJCNN] Daesik Hong and O. K. Ersoy, "A Hierarchical Neural Networks Involving Nonlinear Spectral Processing",IEEE IJCNN., June 1989 Presented  1989-06 
3 [IEEE ICASSP] Daesik Hong and O. K. Ersoy, "Neural Networks Learning Paradigms Involving Nonlinear Spectral Processing", IEEE ICASSP, May 1989 Presented  1989-05 
2 [Other Conf. Papers] D. Hong, D. Y. Kim, N. C. Hu and O. K. Ersoy, 'Two-state Fourier algorthms for Signal/image Processing and Recognition', March 1988 Presented  1988-03 
1 [IEEE VTC] Incheol Hwang, Hyunsoo Kim, Taehyung Kim, and Daesik Hong, "A New Hybrid Resource Allocation Scheme in C-V2V Systems" IEEE VTC Fall 2020    
List