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Hamed Bonab
Hamed Bonab
Applied Scientist @Amazon
Adresă de e-mail confirmată pe amazon.com - Pagina de pornire
Titlu
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Less is more: A comprehensive framework for the number of components of ensemble classifiers
H Bonab, F Can
IEEE Transactions on neural networks and learning systems 30 (9), 2735-2745, 2019
1332019
100,000 podcasts: A spoken English document corpus
A Clifton, S Reddy, Y Yu, A Pappu, R Rezapour, H Bonab, M Eskevich, ...
Proceedings of the 28th International Conference on Computational …, 2020
1142020
Unsupervised concept drift detection with a discriminative classifier
Ö Gözüaçık, A Büyükçakır, H Bonab, F Can
Proceedings of the 28th ACM international conference on information and …, 2019
982019
A theoretical framework on the ideal number of classifiers for online ensembles in data streams
HR Bonab, F Can
Proceedings of the 25th ACM International on Conference on Information and …, 2016
642016
Cross-market product recommendation
H Bonab, M Aliannejadi, A Vardasbi, E Kanoulas, J Allan
Proceedings of the 30th ACM International Conference on Information …, 2021
482021
GOOWE: Geometrically optimum and online-weighted ensemble classifier for evolving data streams
HR Bonab, F Can
ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (2), 1-33, 2018
482018
A novel online stacked ensemble for multi-label stream classification
A Büyükçakir, H Bonab, F Can
Proceedings of the 27th ACM international conference on information and …, 2018
392018
Training effective neural CLIR by bridging the translation gap
H Bonab, SM Sarwar, J Allan
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
302020
A Multi-Task Architecture on Relevance-based Neural Query Translation
SM Sarwar, H Bonab, J Allan
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
202019
Simulating CLIR translation resource scarcity using high-resource languages
H Bonab, J Allan, R Sitaraman
Proceedings of the 2019 ACM SIGIR International Conference on Theory of …, 2019
162019
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval
Z Huang, H Bonab, SM Sarwar, R Rahimi, J Allan
Proceedings of the 30th ACM International Conference on Information …, 2021
122021
Citation worthiness of sentences in scientific reports
H Bonab, H Zamani, EG Learned-Miller, J Allan
SIGIR, 1061-1064, 2018
122018
A Broad ensemble learning system for drifting stream classification
S Bakhshi, P Ghahramanian, H Bonab, F Can
IEEE Access, 2023
72023
Spotify at the TREC 2020 Podcasts Track: Segment Retrieval
Y Yu, J Karlgren, H Bonab, A Clifton, MI Tanveer, R Jones
Text REtrieval Conference (TREC) 2020 Proceedings, 2020
72020
Query-driven segment selection for ranking long documents
Y Kim, R Rahimi, H Bonab, J Allan
Proceedings of the 30th ACM International Conference on Information …, 2021
42021
Incorporating hierarchical domain information to disambiguate very short queries
H Bonab, M Aliannejadi, J Foley, J Allan
Proceedings of the 2019 ACM SIGIR International Conference on Theory of …, 2019
42019
A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams
P Ghahramanian, S Bakhshi, H Bonab, F Can
ACM Transactions on Knowledge Discovery from Data 18 (4), 1-24, 2024
22024
Cross-Market Product-Related Question Answering
N Ghasemi, M Aliannejadi, H Bonab, E Kanoulas, AP de Vries, J Allan, ...
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
22023
On-the-Fly ensemble pruning in evolving data streams
S Elbasi, A Büyükçakır, H Bonab, F Can
arXiv preprint arXiv:2109.07611, 2021
22021
XMRec: Workshop on Cross-Market Recommendation
M Aliannejadi, H Bonab, A Vardasbi, E Kanoulas, J Allan, V Murdock
Proceedings of the 15th ACM Conference on Recommender Systems, 817-818, 2021
22021
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