Projects and Grants 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, University Of California - Riverside
2021
Master of Science, Lahore University of Management Scienc
2011
Bachelor of Science, International Islamic University
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.
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Planning: DCL EPSCOR: CISE Large: Distributed Edge Intelligence in Support of Next-Generation Applications
Silvestri, S., Ionel, D. & Siddique, M. A. B.
10/1/24 → 9/30/25
Project: Research project
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III: Small: Toward User-Centric Task-Oriented Dialog Systems via Zero-shot Adaptation and Personalization
Siddique, M. A. B. & Harrison, B.
9/1/24 → 8/31/27
Project: Research project
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Mapping Natural Language Intents to User Interfaces through Vision-Language Models
Abukadah, H., Fereidouni, M. & Siddique, A. B., 2024, Proceedings - 18th IEEE International Conference on Semantic Computing, ICSC 2024. p. 237-244 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning
Maqbool, M. H., Fereidouni, M., Siddique, A. B. & Foroosh, H., Mar 1 2024, In: International Journal of Semantic Computing. 18, 1, p. 5-24 20 p.Research output: Contribution to journal › Article › peer-review
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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
54 Scopus citations -
FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks
Ayesha S, D., Siddique, M. A. B. & Manivannan, D., Dec 4 2023, Proceedings - 39th Annual Computer Security Applications Conference, ACSAC 2023. p. 138-149 12 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access5 Scopus citations -
MobileRec: A Large-Scale Dataset for Mobile Apps Recommendation
Maqbool, M. H., Farooq, U., Mosharrof, A. & Siddique, A. B., Jul 19 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 3007-3016 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations