| A deep learning approach for intrusion detection in Internet of Things using focal loss function AS Dina, AB Siddique, D Manivannan Internet of Things 22, 100699, 2023 | 66 | 2023 |
| Unsupervised paraphrasing via deep reinforcement learning AB Siddique, S Oymak, V Hristidis Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 62 | 2020 |
| Effect of balancing data using synthetic data on the performance of machine learning classifiers for intrusion detection in computer networks AS Dina, AB Siddique, D Manivannan IEEE Access 10, 96731-96747, 2022 | 59 | 2022 |
| Linguistically-enriched and context-awarezero-shot slot filling AB Siddique, F Jamour, V Hristidis Proceedings of the Web Conference 2021, 3279-3290, 2021 | 38 | 2021 |
| Generalized zero-shot intent detection via commonsense knowledge AB Siddique, F Jamour, L Xu, V Hristidis Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 32 | 2021 |
| Beast: Scalable exploratory analytics on spatio-temporal data A Eldawy, V Hristidis, S Ghosh, M Saeedan, A Sevim, AB Siddique, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 29 | 2021 |
| Comparing synopsis techniques for approximate spatial data analysis AB Siddique, A Eldawy, V Hristidis Proceedings of the VLDB Endowment 12 (11), 2019 | 20 | 2019 |
| Personalizing task-oriented dialog systems via zero-shot generalizable reward function AB Siddique, MH Maqbool, K Taywade, H Foroosh Proceedings of the 31st ACM International Conference on Information …, 2022 | 16 | 2022 |
| App-aware response synthesis for user reviews U Farooq, AB Siddique, F Jamour, Z Zhao, V Hristidis 2020 IEEE International Conference on Big Data (Big Data), 699-708, 2020 | 16 | 2020 |
| Proactive prioritization of app issues via contrastive learning M Fereidouni, A Mosharrof, U Farooq, AB Siddique 2022 IEEE International Conference on Big Data (Big Data), 535-544, 2022 | 9 | 2022 |
| Euler++: Improved selectivity estimation for rectangular spatial records AB Siddique, A Eldawy, V Hristidis 2019 IEEE International Conference on Big Data (Big Data), 4129-4133, 2019 | 9 | 2019 |
| Experimental evaluation of sketching techniques for big spatial data AB Siddique, A Eldawy Proceedings of the ACM Symposium on Cloud Computing, 522-522, 2018 | 8 | 2018 |
| Zero-label anaphora resolution for off-script user queries in goal-oriented dialog systems MH Maqbool, L Xu, AB Siddique, N Montazeri, V Hristidis, H Foroosh 2022 IEEE 16th International Conference on Semantic Computing (ICSC), 217-224, 2022 | 6 | 2022 |
| Predictable and adaptive goal-oriented dialog policy generation N Le, AB Siddique, F Jamour, S Oymak, V Hristidis 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 40-47, 2021 | 6 | 2021 |
| FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks D Ayesha S, S AB Proceedings of the 39th Annual Computer Security Applications Conference …, 2023 | 4 | 2023 |
| MobileRec: A large scale dataset for mobile apps recommendation MH Maqbool, U Farooq, A Mosharrof, AB Siddique, H Foroosh Proceedings of the 46th international ACM SIGIR conference on research and …, 2023 | 4 | 2023 |
| Robust zero-shot intent detection via contrastive transfer learning MH Maqbool, FA Khan, AB Siddique, H Foroosh 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 49-56, 2023 | 4 | 2023 |
| Unsupervised and Zero-Shot Learning for Open-Domain Natural Language Processing MAB Siddique University of California, Riverside, 2021 | 3 | 2021 |
| Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning. MH Maqbool, M Fereidouni, AB Siddique, H Foroosh International Journal of Semantic Computing 18 (1), 2024 | 2 | 2024 |
| Generating predictable and adaptive dialog policies in single-and multi-domain goal-oriented dialog systems N Le, AB Siddique, F Jamour, S Oymak, V Hristidis International Journal of Semantic Computing 15 (04), 419-439, 2021 | 2 | 2021 |
Vagelis Hristidis (aka Evangelos Chris...Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
