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A. B. Siddique

Observed names: A.B. Siddique, A.b. Siddique, Abu Bakar Siddique, Siddique A.B., Siddique, A. B, Siddique, A. B., Siddique, A.B., Siddique, AB
ORCID: 0000-0002-3587-7289
Observed ORCID: 0000-0002-3587-7289
OpenAlex ID: A5020410191
A deep learning approach for intrusion detection in Internet of Things using focal loss function
2023 · Ayesha S. Dina, A.B. Siddique, et al. · Internet of Things · 162
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks
2022 · Ayesha Siddiqua Dina, A. B. Siddique, et al. · IEEE Access · 101
Unsupervised Paraphrasing via Deep Reinforcement Learning
2020 · A. B. Siddique, Samet Oymak, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 53
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Linguistically-Enriched and Context-AwareZero-shot Slot Filling
2021 · A.B. Siddique, Fuad Jamour, et al. · International World Wide Web Conference (WWW) · 29
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Generalized Zero-shot Intent Detection via Commonsense Knowledge
2021 · A.B. Siddique, Fuad Jamour, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 28
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Beast
2021 · Ahmed Eldawy, Vagelis Hristidis, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 24
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Comparing synopsis techniques for approximate spatial data analysis
2019 · A. B. Siddique, Ahmed Eldawy, et al. · Proceedings of the VLDB Endowment · 19
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FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks
2023 · Dina Ayesha S., Siddique A.B., et al. · Annual Computer Security Applications Conference · 18
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App-Aware Response Synthesis for User Reviews
2020 · Umar Farooq, A. B. Siddique, et al. · IEEE International Conference on Big Data (BigData) · 16
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Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function
2022 · A.B. Siddique, M.H. Maqbool, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 13
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GPS based Public Transport Arrival Time Prediction
2017 · Muhammad Umar Farooq, Aamna Shakoor, et al. · International Conference on Frontiers of Information Technology (FIT) · 13
MobileRec: A Large Scale Dataset for Mobile Apps Recommendation
2023 · M. H. Maqbool, Umar Farooq, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 12
Proactive Prioritization of App Issues via Contrastive Learning
2022 · Moghis Fereidouni, Adib Mosharrof, et al. · IEEE International Conference on Big Data (BigData) · 7
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Experimental Evaluation of Sketching Techniques for Big Spatial Data
2018 · A. B. Siddique, Ahmed Eldawy · ACM Symposium on Cloud Computing (SoCC) · 7
Euler++: Improved Selectivity Estimation for Rectangular Spatial Records
2019 · A. B. Siddique, Ahmed Eldawy, et al. · IEEE International Conference on Big Data (BigData) · 6
Robust Zero-Shot Intent Detection via Contrastive Transfer Learning
2023 · M.H. Maqbool, F.A. Khan, et al. · IEEE International Conference on Semantic Computing (ICSC) · 5
Predictable and Adaptive Goal-oriented Dialog Policy Generation
2021 · Nhat Le, A. B. Siddique, et al. · IEEE International Conference on Semantic Computing (ICSC) · 5
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
2023 · Adib Mosharrof, M.H. Maqbool, et al. · Proceedings of the ... International Florida Artificial Intelligence Research Society Conference · 4
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Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems
2022 · M.H. Maqbool, Luxun Xu, et al. · IEEE International Conference on Semantic Computing (ICSC) · 4
Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning
2023 · M. H. Maqbool, Moghis Fereidouni, et al. · International Journal of Semantic Computing · 3
Generating Predictable and Adaptive Dialog Policies in Single- and Multi-domain Goal-oriented Dialog Systems
2021 · Nhat Le, A. B. Siddique, et al. · International Journal of Semantic Computing · 3
Analyzing the Evolution and Maintenance of Quantum Software Repositories
2025 · Krishna Upadhyay, Vinaik Chhetri, et al. · IEEE International Conference on Quantum Software (QSW) · 2
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MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations
2024 · Maji, Srijata, Fereidouni, Moghis, et al. · arXiv (Cornell University) · 2
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Mapping Natural Language Intents to User Interfaces through Vision-Language Models
2024 · Halima Abukadah, Moghis Fereidouni, et al. · IEEE International Conference on Semantic Computing (ICSC) · 2
Grounded Language Agent for Product Search via Intelligent Web Interactions
2024 · Moghis Fereidouni, Adib Mosharrof, et al. · Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual (CustomNLP4U) · 2
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Works count: 57
Citation count: 548
H-index: 12
I10-index: 12
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