People
Qingzhong Liu
Member
Adaptive ComputationPast Projects
CIF: SMALL: RUI: Novel Detection Approaches with Comprehensive Hybrid Intelligent Systems for Multimedia Forensics
STEG: Development and Quantitative Evaluation of Steganalysis and Digital Forgery Detection Systems
CACTUS: Computational Analysis of CT against US
Journal Articles
2016
(1 publication)2010
(1 publication)2008
(1 publication)Conference Articles
2016
(1 publication)- Sung, A.H. and Ribeiro, B. and Liu, Q. , "Sampling and Evaluating the Big Data in Knowledge Discovery", in International Conference on Internet of Things and Big Data (IoTBD), 2016 [ DOI ]
2015
(1 publication)2014
(2 publications)- Liu, Q. and Ribeiro, B. and Sung, A.H. , "Mining the Big Data: The Critical Feature Dimension Problem", in IEEE Advanced Applied Informatics (IIAIAAI), 2014
- Sung, A.H. and Ribeiro, B. and Liu, Q. , "Finding Critical Samples for Mining Big Data", in WorldComp Conference, 2014
2011
(2 publications)- Qiao, M. and Sung, A.H. and Liu, Q. and Ribeiro, B. , "Locating Information-Hidding In MP3 AUDIO", in Int Conf Agents and Artificial Intelligence (ICAART), 2011
- Qiao, M. and Sung, A.H. and Liu, Q. and Ribeiro, B. , "A Novel Approach for Detection of Copy-Move Forgery", in The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2011, pp. 44-47 , November 20-25, 2011 - Lisbon, Portugal, 2011
2009
(2 publications)- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Classification of Mass Spectrometry Data Using Manifold and Supervised Distance Metric Learning", in International Conference on Bio-Inspired Systems and Signal Processing (BioSignals 2009), 2009
- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis", 2009
2008
(4 publications)- Ferreira, R. and Ribeiro, B. and Silva, C. and Liu, Q. and Sung, A.H. , "Building Resilient Classifiers for LSB Matching Steganography", in WCCI 2008, 2008
- Liu, Q. and Sung, A.H. and Ribeiro, B. and Ferreira, R. , "Steganalysis of Multi-Class JPEG Images Based on Expanded Markov Features and Polynomial Fitting", in IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, 2008
- Ribeiro, B. and Vieira, A. and Duarte, J. and Silva, C. and Neves, J.C. and Liu, Q. and Sung, A.H. , "Bankruptcy Analysis for Credit Risk using Manifold Learning", in International Conference on Neural Information Processing, 2008
- Ribeiro, B. and Silva, C. and Sung, A.H. and Vieira, A. and Neves, J.C. and Duarte, J. and Liu, Q. , "Learning Manifolds for Bankruptcy Analysis", in International Conference on Neural Information Processing - ICONIP, Auckland, New Zealand, 2008
2006
(2 publications)- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Comparison of Gene Selection And Machine Learning For Tumor Classification", in ICINCO 2006 - 3rd international Conference on Informatics in Control, Automation and Robotics, Workshop on Signal Processing, Systems Modeling and Control, 2006
- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography", in The 2006 International Conference of Pattern Recognition (ICPR2006), 2006