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Mohammad M. Masud
Mohammad M. Masud
Associate Professor, College of Information Technology, United Arab Emirates University
Verified email at uaeu.ac.ae - Homepage
Title
Cited by
Cited by
Year
Classification and novel class detection in concept-drifting data streams under time constraints
M Masud, J Gao, L Khan, J Han, BM Thuraisingham
IEEE Transactions on Knowledge and Data Engineering 23 (6), 859-874, 2010
4312010
Heuristics-based query processing for large RDF graphs using cloud computing
M Husain, J McGlothlin, MM Masud, L Khan, BM Thuraisingham
IEEE Transactions on Knowledge and Data Engineering 23 (9), 1312-1327, 2011
2632011
Heuristics-based query processing for large RDF graphs using cloud computing
M Husain, J McGlothlin, MM Masud, L Khan, BM Thuraisingham
IEEE Transactions on Knowledge and Data Engineering 23 (9), 1312-1327, 2011
2632011
A practical approach to classify evolving data streams: Training with limited amount of labeled data
MM Masud, J Gao, L Khan, J Han, B Thuraisingham
2008 Eighth IEEE International Conference on Data Mining, 929-934, 2008
1922008
Classification and adaptive novel class detection of feature-evolving data streams
MM Masud, Q Chen, L Khan, CC Aggarwal, J Gao, J Han, A Srivastava, ...
IEEE Transactions on Knowledge and Data Engineering 25 (7), 1484-1497, 2012
1452012
Flow-based identification of botnet traffic by mining multiple log files
MM Masud, T Al-Khateeb, L Khan, B Thuraisingham, KW Hamlen
2008 first international conference on distributed framework and …, 2008
1442008
Facing the reality of data stream classification: coping with scarcity of labeled data
MM Masud, C Woolam, J Gao, L Khan, J Han, KW Hamlen, NC Oza
Knowledge and information systems 33 (1), 213-244, 2012
1432012
Addressing concept-evolution in concept-drifting data streams
MM Masud, Q Chen, L Khan, C Aggarwal, J Gao, J Han, B Thuraisingham
2010 IEEE International Conference on Data Mining, 929-934, 2010
1412010
Integrating novel class detection with classification for concept-drifting data streams
MM Masud, J Gao, L Khan, J Han, B Thuraisingham
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
1092009
Classification and novel class detection of data streams in a dynamic feature space
MM Masud, Q Chen, J Gao, L Khan, J Han, B Thuraisingham
Joint European conference on machine learning and knowledge discovery in …, 2010
1002010
A scalable multi-level feature extraction technique to detect malicious executables
MM Masud, L Khan, B Thuraisingham
Information Systems Frontiers 10 (1), 33-45, 2008
902008
Detecting recurring and novel classes in concept-drifting data streams
MM Masud, TM Al-Khateeb, L Khan, C Aggarwal, J Gao, J Han, ...
2011 IEEE 11th International Conference on Data Mining, 1176-1181, 2011
802011
Stream classification with recurring and novel class detection using class-based ensemble
T Al-Khateeb, MM Masud, L Khan, C Aggarwal, J Han, B Thuraisingham
2012 IEEE 12th International Conference on Data Mining, 31-40, 2012
772012
Data mining tools for malware detection
M Masud, L Khan, B Thuraisingham
CRC Press, 2011
752011
Cloud-based malware detection for evolving data streams
MM Masud, TM Al-Khateeb, KW Hamlen, J Gao, L Khan, J Han, ...
ACM transactions on management information systems (TMIS) 2 (3), 1-27, 2011
752011
A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams
MM Masud, J Gao, L Khan, J Han, B Thuraisingham
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 363-375, 2009
732009
Classification and novel class detection in data streams with active mining
MM Masud, J Gao, L Khan, J Han, B Thuraisingham
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 311-324, 2010
712010
A hybrid model to detect malicious executables
MM Masud, L Khan, B Thuraisingham
2007 IEEE International Conference on Communications, 1443-1448, 2007
602007
Systems and methods for detecting a novel data class
MM Masud, LR Khan, BM Thuraisingham, Q Chen, J Gao, J Han
US Patent 9,165,051, 2015
592015
Data mining for security applications
B Thuraisingham, L Khan, MM Masud, KW Hamlen
2008 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing …, 2008
572008
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