Grants and Contracts per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Univ Of California - Riverside
2021
Master of Science, Lahore Univ of Management Scienc
2011
Bachelor of Science, International Islamic Univ
2008
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Dive into the research topics where Muhammad Abu Bakar Siddique is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration from the last 5 years on country level. Dive into details by clicking on the dots.
Grants and Contracts
- 1 Finished
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A deep learning approach for intrusion detection in Internet of Things using focal loss function
Dina, A. S., Siddique, A. B. & Manivannan, D., Jul 2023, In: Internet of Things (Netherlands). 22, 100699.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Robust Zero-Shot Intent Detection via Contrastive Transfer Learning
Maqbool, M. H., Khan, F. A., Siddique, A. B. & Foroosh, H., 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. p. 49-56 8 p. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Toward Open-domain Slot Filling via Self-supervised Co-training
Mosharrof, A., Fereidouni, M. & Siddique, A. B., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. p. 1928-1937 10 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
Mosharrof, A., Maqbool, M. H. & Siddique, A. B., 2023, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 36Research output: Contribution to journal › Conference article › peer-review
Open Access -
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks
Dina, A. S., Siddique, M. A. B. & Manivannan, D., 2022, In: IEEE Access. 10, p. 96731-96747 17 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations