Qingzhong Liu Vis

*	2009
22	EE	Qingzhong Liu, Andrew H. Sung, Mengyu Qiao: Improved detection and evaluation for JPEG steganalysis. ACM Multimedia 2009: 873-876
21	EE	Qingzhong Liu, Andrew H. Sung, Mengyu Qiao: Novel stream mining for audio steganalysis. ACM Multimedia 2009: 95-104
20		Qingzhong Liu, Andrew H. Sung, Bernardete Ribeiro, Mengyu Qiao: Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning. BIOSIGNALS 2009: 396-401
19		Qingzhong Liu, Andrew H. Sung, Mengyu Qiao, Bernardete Ribeiro: Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis. ICAART 2009: 226-231
18	EE	Qingzhong Liu, Andrew H. Sung, Mengyu Qiao: Spectrum Steganalysis of WAV Audio Streams. MLDM 2009: 582-593
	2008
17	EE	Bernardete Ribeiro, Armando Vieira, João Duarte, Catarina Silva, João Carvalho das Neves, Qingzhong Liu, Andrew H. Sung: Learning Manifolds for Bankruptcy Analysis. ICONIP (1) 2008: 723-730
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	João Duarte	[17]
5	Rita Ferreira	[14] [15]
6	Monnie McGee	[10]
7	Srinivas Mukkamala	[4] [8]
8	João Carvalho das Neves	[17]
9	Mengyu Qiao	[16] [18] [19] [20] [21] [22]
10	Bernardete Ribeiro	[6] [13] [14] [15] [17] [19] [20]
11	Richard H. Scheuermann	[10]
12	Peipei Shi	[1]
13	Catarina Silva	[15] [17]
14	Andrew H. Sung	[1] [2] [3] [4] [5] [6] [7] [8] [9] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22]
15	Rajeev Veeraghattam	[8]
16	Armando Vieira	[17]
17	Jiachun Wang	[9]
18	Mingzhen Wei	[9] [13]
19	Jianyun Xu	[1] [2] [3] [4] [6] [7] [12] [13]