Qingzhong Liu

2008
16	EE	Qingzhong Liu, Andrew H. Sung, Mengyu Qiao: Detecting information-hiding in WAV audios. ICPR 2008: 1-4
15	EE	Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung: Building resilient classifiers for LSB matching steganography. IJCNN 2008: 1562-1567
14	EE	Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Rita Ferreira: Steganalysis of multi-class JPEG images based on expanded Markov features and polynomial fitting. IJCNN 2008: 3352-3357
13	EE	Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mingzhen Wei, Zhongxue Chen, Jianyun Xu: Image complexity and feature mining for steganalysis of least significant bit matching steganography. Inf. Sci. 178(1): 21-36 (2008)
12	EE	Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Jianyun Xu: Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images. Pattern Recognition 41(1): 56-66 (2008)
2007
11	EE	Qingzhong Liu, Andrew H. Sung: Feature Mining and Neuro-Fuzzy Inference System for Steganalysis of LSB Matching Stegangoraphy in Grayscale Images. IJCAI 2007: 2808-2813
10	EE	Zhongxue Chen, Monnie McGee, Qingzhong Liu, Richard H. Scheuermann: A distribution free summarization method for Affymetrix GeneChip® arrays. Bioinformatics 23(3): 321-327 (2007)
9	EE	Mingzhen Wei, Baojun Bai, Andrew H. Sung, Qingzhong Liu, Jiachun Wang, Martha E. Cather: Predicting injection profiles using ANFIS. Inf. Sci. 177(20): 4445-4461 (2007)
2006
8	EE	Srinivas Mukkamala, Qingzhong Liu, Rajeev Veeraghattam, Andrew H. Sung: Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data. ICAISC 2006: 951-961
7	EE	Jianyun Xu, Andrew H. Sung, Qingzhong Liu: Tree Based Behavior Monitoring for Adaptive Fraud Detection. ICPR (1) 2006: 1208-1211
6	EE	Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Bernardete Ribeiro: Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography. ICPR (2) 2006: 267-270
5	EE	Qingzhong Liu, Andrew H. Sung: Recursive Feature Addition for Gene Selection. IJCNN 2006: 1360-1367
2005
4		Jianyun Xu, Andrew H. Sung, Qingzhong Liu, Srinivas Mukkamala: Fraud Detection System Based on Behavior Mining and Anomaly Detection. IICAI 2005: 3487-3501
3		Jianyun Xu, Andrew H. Sung, Qingzhong Liu: Online Fraud Detection System Based on Non-Stationery Anomaly Detection. Security and Management 2005: 364-370
2004
2		Jianyun Xu, Andrew H. Sung, Qingzhong Liu: Detecting Hidden Information in the Wavelet Domain. CISST 2004: 571-577
1	EE	Jianyun Xu, Andrew H. Sung, Peipei Shi, Qingzhong Liu: JPEG Compression Immune Steganography Using Wavelet Transform. ITCC (2) 2004: 704-708

Coauthor Index

1	Baojun Bai	[9]
2	Martha E. Cather	[9]
3	Zhongxue Chen	[10] [12] [13]
4	Rita Ferreira	[14] [15]
5	Monnie McGee	[10]
6	Srinivas Mukkamala	[4] [8]
7	Mengyu Qiao	[16]
8	Bernardete Ribeiro	[6] [13] [14] [15]
9	Richard H. Scheuermann	[10]
10	Peipei Shi	[1]
11	Catarina Silva	[15]
12	Andrew H. Sung	[1] [2] [3] [4] [5] [6] [7] [8] [9] [11] [12] [13] [14] [15] [16]
13	Rajeev Veeraghattam	[8]
14	Jiachun Wang	[9]
15	Mingzhen Wei	[9] [13]
16	Jianyun Xu	[1] [2] [3] [4] [6] [7] [12] [13]