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Hamed R. Bonab
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2020 – today
- 2024
- [j4]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): 101:1-101:24 (2024) - 2023
- [j3]Sepehr Bakhshi
, Pouya Ghahramanian
, Hamed R. Bonab
, Fazli Can
:
A Broad Ensemble Learning System for Drifting Stream Classification. IEEE Access 11: 89315-89330 (2023) - [c17]Zhiqi Huang
, Shahrzad Naseri
, Hamed R. Bonab
, Sheikh Muhammad Sarwar
, James Allan
:
Hierarchical Transformer-based Query by Multiple Documents. ICTIR 2023: 105-115 - [c16]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: 1293-1302 - [c15]Hamed R. Bonab
, Ashutosh Joshi
, Ravi Bhatia
, Ankit Gandhi
, Vijay Huddar
, Juhi Naik
, Mutasem Al-Darabsah
, Choon Hui Teo
, Jonathan May
, Tarun Agarwal
, Vaclav Petricek
:
Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures. WWW (Companion Volume) 2023: 869-877 - 2021
- [c14]Hamed R. Bonab, Mohammad Aliannejadi
, Ali Vardasbi
, Evangelos Kanoulas
, James Allan:
Cross-Market Product Recommendation. CIKM 2021: 110-119 - [c13]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: 760-770 - [c12]Youngwoo Kim
, Razieh Rahimi, Hamed R. Bonab, James Allan:
Query-driven Segment Selection for Ranking Long Documents. CIKM 2021: 3147-3151 - [c11]Mohammad Aliannejadi
, Hamed R. Bonab, Ali Vardasbi
, Evangelos Kanoulas
, James Allan, Vanessa Murdock:
XMRec: Workshop on Cross-Market Recommendation. RecSys 2021: 817-818 - [i9]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 abs/2109.02789 (2021) - [i8]Youngwoo Kim, Razieh Rahimi, Hamed R. Bonab, James Allan:
Query-driven Segment Selection for Ranking Long Documents. CoRR abs/2109.04611 (2021) - [i7]Hamed R. Bonab, Mohammad Aliannejadi, Ali Vardasbi, Evangelos Kanoulas, James Allan:
Cross-Market Product Recommendation. CoRR abs/2109.05929 (2021) - [i6]Sanem Elbasi, Alican Büyükçakir, Hamed R. Bonab, Fazli Can:
On-the-Fly Ensemble Pruning in Evolving Data Streams. CoRR abs/2109.07611 (2021) - [i5]Sepehr Bakhshi, Pouya Ghahramanian, Hamed R. Bonab, Fazli Can:
A Broad Ensemble Learning System for Drifting Stream Classification. CoRR abs/2110.03540 (2021) - 2020
- [c10]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: 5903-5917 - [c9]Hamed R. Bonab, Sheikh Muhammad Sarwar, James Allan:
Training Effective Neural CLIR by Bridging the Translation Gap. SIGIR 2020: 9-18 - [c8]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
2010 – 2019
- 2019
- [j2]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): 2735-2745 (2019) - [c7]Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan:
A Multi-Task Architecture on Relevance-based Neural Query Translation. ACL (1) 2019: 6339-6344 - [c6]Ömer Gözüaçik
, Alican Büyükçakir, Hamed R. Bonab, Fazli Can:
Unsupervised Concept Drift Detection with a Discriminative Classifier. CIKM 2019: 2365-2368 - [c5]Hamed R. Bonab, Mohammad Aliannejadi
, John Foley, James Allan:
Incorporating Hierarchical Domain Information to Disambiguate Very Short Queries. ICTIR 2019: 51-54 - [c4]Hamed R. Bonab, James Allan, Ramesh K. Sitaraman
:
Simulating CLIR Translation Resource Scarcity using High-resource Languages. ICTIR 2019: 129-136 - [i4]Sheikh Muhammad Sarwar, Hamed R. Bonab, James Allan:
A Multi-Task Architecture on Relevance-based Neural Query Translation. CoRR abs/1906.06849 (2019) - 2018
- [j1]Hamed R. Bonab
, Fazli Can
:
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. ACM Trans. Knowl. Discov. Data 12(2): 25:1-25:33 (2018) - [c3]Alican Büyükçakir, Hamed R. Bonab, Fazli Can:
A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CIKM 2018: 1063-1072 - [c2]Hamed R. Bonab, Hamed Zamani, Erik G. Learned-Miller, James Allan:
Citation Worthiness of Sentences in Scientific Reports. SIGIR 2018: 1061-1064 - [i3]Alican Büyükçakir, Hamed R. Bonab, Fazli Can:
A Novel Online Stacked Ensemble for Multi-Label Stream Classification. CoRR abs/1809.09994 (2018) - 2017
- [i2]Hamed R. Bonab, Fazli Can:
GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams. CoRR abs/1709.02800 (2017) - [i1]Hamed R. Bonab, Fazli Can:
Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers. CoRR abs/1709.02925 (2017) - 2016
- [c1]Hamed R. Bonab, Fazli Can:
A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams. CIKM 2016: 2053-2056
Coauthor Index
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