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A Broad Ensemble Learning System for Drifting Stream Classification


Oct 07, 2021
Sepehr Bakhshi, Pouya Ghahramanian, Hamed Bonab, Fazli Can

* Submitted to IEEE TKDE 

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On-the-Fly Ensemble Pruning in Evolving Data Streams


Sep 15, 2021
Sanem Elbasi, Alican Büyükçakır, Hamed Bonab, Fazli Can

* 5 pages, 2 figures 

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Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval


Sep 14, 2021
Zhiqi Huang, Hamed Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan


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Cross-Market Product Recommendation


Sep 13, 2021
Hamed Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan

* Accepted in CIKM 2021 

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Query-driven Segment Selection for Ranking Long Documents


Sep 10, 2021
Youngwoo Kim, Razieh Rahimi, Hamed Bonab, James Allan

* In Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM '21), November 1-5, 2021, Virtual Event, QLD, Australia. ACM, New York, NY, USA, 5 page 
* 5 pages, 0 figure 

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Mixed Attention Transformer for LeveragingWord-Level Knowledge to Neural Cross-Lingual Information Retrieval


Sep 07, 2021
Zhiqi Huang, Hamed Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan


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A Multi-Task Architecture on Relevance-based Neural Query Translation


Jun 17, 2019
Sheikh Muhammad Sarwar, Hamed Bonab, James Allan

* Accepted for publication at ACL 2019 

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Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers


Sep 29, 2018
Hamed Bonab, Fazli Can

* This is an extended version of the work presented as a short paper at the Conference on Information and Knowledge Management (CIKM), 2016 

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A Novel Online Stacked Ensemble for Multi-Label Stream Classification


Sep 26, 2018
Alican Büyükçakır, Hamed Bonab, Fazli Can

* 10 pages, 4 figures. To be appeared in ACM CIKM 2018, in Torino, Italy 

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