2021

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CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning
Yigong Wang | Zhuoyi Wang | Yu Lin | Latifur Khan | Dingcheng Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constrained Stream Mining
Zhuoyi Wang | Yuqiao Chen | Chen Zhao | Yu Lin | Xujiang Zhao | Hemeng Tao | Yigong Wang | Latifur Khan
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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At the Speed of Sound: Efficient Audio Scene Classification
Bo Dong | Cristian Lumezanu | Yuncong Chen | Dongjin Song | Takehiko Mizoguchi | Haifeng Chen | Latifur Khan
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Few-Sample and Adversarial Representation Learning for Continual Stream Mining
Zhuoyi Wang | Yigong Wang | Yu Lin | Evan Delord | Latifur Khan
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space
Yi-Fan Li | Yang Gao | Gbadebo Ayoade | Hemeng Tao | Latifur Khan | Bhavani Thuraisingham
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Towards Self-Adaptive Metric Learning On the Fly
Yang Gao | Yifan Li | Swarup Chandra | Latifur Khan | Bhavani Thuraisingham
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2017

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FUSION: An Online Method for Multistream Classification
Ahsanul Haque | Zhuoyi Wang | Swarup Chandra | Bo Dong | Latifur Khan | Kevin W. Hamlen
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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An Adaptive Framework for Multistream Classification
Swarup Chandra | Ahsanul Haque | Latifur Khan | Charu C. Aggarwal
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2013

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Managing evolving code sets and integration of multiple data sources in health care analytics
James P. McGlothlin | Latifur Khan
Proceedings of the 2013 International Workshop on Data Management & Analytics for Healthcare, DARE 2013, San Francisco, California, USA, November 1, 2013

2010

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TWinner: understanding news queries with geo-content using Twitter
Satyen Abrol | Latifur Khan
Proceedings of the 6th Workshop on Geographic Information Retrieval, GIR 2010, Zurich, Switzerland, February 18-19, 2010

2009

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Relationalizing RDF stores for tools reusability
Sunitha Ramanujam | Anubha Gupta | Latifur Khan | Steven Seida | Bhavani Thuraisingham
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009