Hamed R. Bonab

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 29

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Document Corpus

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Publications

Pouya Ghahramanian, Sepehr Bakhshi, Hamed R. Bonab, Fazli Can
A Novel Neural Ensemble Architecture for On-the-fly Classification of Evolving Text Streams. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can
A Broad Ensemble Learning System for Drifting Stream Classification. IEEE Access 11 (2023)
Negin Ghasemi, Mohammad Aliannejadi, Hamed R. Bonab, Evangelos Kanoulas, Arjen P. de Vries, James Allan, Djoerd Hiemstra
Cross-Market Product-Related Question Answering. SIGIR (2023)
Zhiqi Huang, Shahrzad Naseri, Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan
Hierarchical Transformer-based Query by Multiple Documents. ICTIR (2023)
Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan
Query-driven Segment Selection for Ranking Long Documents. CIKM (2021)
Sanem Elbasi, Alican Büyükçakir, Hamed R. Bonab, Fazli Can
On-the-Fly Ensemble Pruning in Evolving Data Streams. CoRR (2021)
Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan
Cross-Market Product Recommendation. CoRR (2021)
Mohammad Aliannejadi, Hamed R. Bonab, Ali Vardasbi, Evangelos Kanoulas, James Allan, Vanessa Murdock
XMRec: Workshop on Cross-Market Recommendation. RecSys (2021)
Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. CoRR (2021)
Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan
Cross-Market Product Recommendation. CIKM (2021)
Zhiqi Huang, Hamed R. Bonab, Sheikh Muhammad Sarwar, Razieh Rahimi, James Allan
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. CIKM (2021)
Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can
A Broad Ensemble Learning System for Drifting Stream Classification. CoRR (2021)
Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan
Query-driven Segment Selection for Ranking Long Documents. CoRR (2021)
Ann Clifton, Sravana Reddy, Yongze Yu, Aasish Pappu, Rezvaneh Rezapour, Hamed R. Bonab, Maria Eskevich, Gareth J. F. Jones, Jussi Karlgren, Ben Carterette, Rosie Jones
100, 000 Podcasts: A Spoken English Document Corpus. COLING (2020)
Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan
Training Effective Neural CLIR by Bridging the Translation Gap. SIGIR (2020)
Yongze Yu, Jussi Karlgren, Ann Clifton, Md. Iftekhar Tanveer, Rosie Jones, Hamed R. Bonab
Spotify at the TREC 2020 Podcasts Track: Segment Retrieval. TREC (2020)
Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan
A Multi-Task Architecture on Relevance-based Neural Query Translation. ACL (1) (2019)
Hamed R. Bonab, James Allan, Ramesh K. Sitaraman
Simulating CLIR Translation Resource Scarcity using High-resource Languages. ICTIR (2019)
Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan
A Multi-Task Architecture on Relevance-based Neural Query Translation. CoRR (2019)
Ömer Gözüaçik, Alican Büyükçakir, Hamed R. Bonab, Fazli Can
Unsupervised Concept Drift Detection with a Discriminative Classifier. CIKM (2019)
Hamed R. Bonab, Fazli Can
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Hamed R. Bonab, Mohammad Aliannejadi, John Foley, James Allan
Incorporating Hierarchical Domain Information to Disambiguate Very Short Queries. ICTIR (2019)
Alican Büyükçakir, Hamed R. Bonab, Fazli Can
A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CoRR (2018)
Hamed R. Bonab, Fazli Can
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. ACM Trans. Knowl. Discov. Data 12 (2) (2018)
Hamed R. Bonab, Hamed Zamani, Erik G. Learned-Miller, James Allan
Citation Worthiness of Sentences in Scientific Reports. SIGIR (2018)
Alican Büyükçakir, Hamed R. Bonab, Fazli Can
A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CIKM (2018)
Hamed R. Bonab, Fazli Can
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. CoRR (2017)
Hamed R. Bonab, Fazli Can
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers. CoRR (2017)
Hamed R. Bonab, Fazli Can
A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams. CIKM (2016)