People
Andrew H Sung
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)2009
(1 publication)2008
(1 publication)- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Image Complexity and Feature Mining for Steganalysis of Least Significant Bit Matching Steganography", Information Sciences, vol. 178, pp. 21-36, 2008 [ DOI ]
2006
(1 publication)Conference Articles
2018
(1 publication)- Ribeiro, B. and Silva, J.M. and Sung, A.H. , "Critical Feature Selection and Critical Sampling for Data Mining ", in 3rd International Conference on Computational Intelligence, Cyber Security & Computational Models, Springer Nature Singapore, G. Ganapathi (eds.): ICC3, CCIS 844, pp. 13-24, 2018 [ DOI ]
2017
(3 publications)- Silva, J.M. and Ribeiro, B. and Sung, A.H. , "Finding the Critical Sampling of Big Data Sets, ACM International Conference on Computing Frontiers 2017 May 15 - 17, 2017, Siena, Italy ", in ACM International Conference on Computing Frontiers 2017 May 15 - 17, 2017, Siena, Italy , 2017
- Silva, J.M. and Ribeiro, B. and Sung, A.H. , "Critical Sample Size for Mining Data", in EPIA 2017 - BAAI (Business Applications of Artificial Intelligence) Track, 2017
- Silva, J.M. and Ribeiro, B. and Sung, A.H. and Teixeira, C. , "Importance of the critical sampling size on data analytics", in 23rd Portuguese Conference on Pattern Recognition , 2017 [ DOI ]
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
(6 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
- Sankarapani, M.K. and Mukkamala, S. and Sung, A.H. and Ribeiro, B. , "Translation Based Arabic Text Categorization", in ICISTM 2008, 2008
- Torres, G.J. and Sung, A.H. and Mukkamala, S. and Ribeiro, B. , "A Similarity Measure for Clustering and its Applications", in World Academy of Science, Engineering and Technology, vol. 31, 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
2007
(2 publications)- Silva, C. and Ribeiro, B. and Sung, A.H. , "Boosting RVM Classifiers for Large Data Sets", in ICANNGA 2007, 2007
- Yendrapalli, K. and Mukkamala, S. and Sung, A.H. and Ribeiro, B. , "Biased Support Vector Machines and Kernel Methods for Intrusion Detection", in World Congress on Engineering (WCE), 2007
2006
(4 publications)- Mukkamala, S. and Sung, A.H. and Ribeiro, B. and Vieira, A. , "Model Selection and Feature Ranking for Financial Distress Classification.", in International Symposium on Neural Networks, 2006
- 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
- Mukkamala, S. and Sung, A.H. and Ribeiro, B. and Vieira, A. and Neves, J.C. , "Model Selection and Feature Ranking for Financial Distress Classification", in 8th International Conference on Enterprise Information Systems (ICEIS 2006),, 2006
2005
(2 publications)- Mukkamala, S. and Sung, A.H. and Ribeiro, B. , "Model Selection for Kernel Based Intrusion Detection Systems", in International Conference on Adaptive and Natural Computing Algorithms, 2005
- Liu, Q. and Sung, A.H. and Ribeiro, B. , "Statistical Correlations and Machine Learning for Steganalysis", in International Conference on Adaptive and Natural Computing Algorithms, 2005