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Ahsanul Haque
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Sand: Semi-supervised adaptive novel class detection and classification over data stream
A Haque, L Khan, M Baron
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
1962016
Efficient handling of concept drift and concept evolution over stream data
A Haque, L Khan, M Baron, B Thuraisingham, C Aggarwal
2016 IEEE 32nd International Conference on Data Engineering (ICDE), 481-492, 2016
1442016
An adaptive framework for multistream classification
S Chandra, A Haque, L Khan, C Aggarwal
Proceedings of the 25th ACM international on conference on information and …, 2016
552016
Fusion: An online method for multistream classification
A Haque, Z Wang, S Chandra, B Dong, L Khan, KW Hamlen
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
492017
Semi supervised adaptive framework for classifying evolving data stream
A Haque, L Khan, M Baron
Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015
332015
Labeling instances in evolving data streams with mapreduce
A Haque, B Parker, L Khan
2013 IEEE International Congress on Big Data, 387-394, 2013
242013
A framework for multistream regression with direct density ratio estimation
A Haque, H Tao, S Chandra, J Liu, L Khan
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
162018
Evolving big data stream classification with mapreduce
A Haque, B Parker, L Khan, B Thuraisingham
2014 IEEE 7th International Conference on Cloud Computing, 570-577, 2014
142014
Efficient sampling-based kernel mean matching
S Chandra, A Haque, L Khan, C Aggarwal
2016 IEEE 16th International Conference on Data Mining (ICDM), 811-816, 2016
132016
Multistream regression with asynchronous concept drift detection
B Dong, Y Li, Y Gao, A Haque, L Khan, MM Masud
2017 IEEE International Conference on Big Data (Big Data), 596-605, 2017
122017
Distributed adaptive importance sampling on graphical models using mapreduce
A Haque, S Chandra, L Khan, C Aggarwal
2014 IEEE International Conference on Big Data (Big Data), 597-602, 2014
122014
Ensemble direct density ratio estimation for multistream classification
S Chandra, A Haque, H Tao, J Liu, L Khan, C Aggarwal
2018 IEEE 34th International Conference on Data Engineering (ICDE), 1364-1367, 2018
92018
Evolving stream classification using change detection
A Mustafa, A Haque, L Khan, M Baron, B Thuraisingham
10th IEEE International Conference on Collaborative Computing: Networking …, 2014
92014
Efficient multistream classification using direct density ratio estimation
A Haque, S Chandra, L Khan, K Hamlen, C Aggarwal
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 155-158, 2017
82017
Sampling-based distributed kernel mean matching using spark
A Haque, Z Wang, S Chandra, Y Gao, L Khan, C Aggarwal
2016 IEEE International Conference on Big Data (Big Data), 462-471, 2016
72016
Intelligent mapreduce based framework for labeling instances in evolving data stream
A Haque, B Parker, L Khan, B Thuraisingham
2013 IEEE 5th International Conference on Cloud Computing Technology and …, 2013
72013
Role of Oral Clonidine Premedication on Intra-operative Haemodynamics and PONV in Laparoscopic Cholecystectomy.
M Masud, S Yeasmeen, AK Haque, S Jahan, NC Saha, D Banik
Mymensingh Medical Journal: MMJ 26 (4), 913-920, 2017
52017
Mapreduce guided approximate inference over graphical models
A Haque, S Chandra, L Khan, M Baron
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
22014
Semi-supervised Adaptive Classification over Data Streams
A Haque
2017
Adaptive Framework for Classification and Novel Class Detection over Evolving Data Streams with Limited Labeled Data.
A Haque, L Khan, M Baron, JB Ingram
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2015
2015
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