Ms Tahani Aladwani

  • Research Assistant (Computing Science)

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022
Number of items: 7.

2024

Aladwani, T., Anagnostopoulos, C. , Puthiya Parambath, S. and Deligianni, F. (2024) CL-FML: Cluster-based & Label-aware Federated Meta-Learning for On-Demand Classification Tasks. In: 11th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024), San Diego, CA, United States, 6-10 October 2024, (doi: 10.1109/DSAA61799.2024.10722828)

Aladwani, T. and Anagnostopoulos, C. (2024) Semi-Supervised Federated Learning over Relevant Heterogeneous Data. In: BMVC 2024 Workshop on Privacy, Fairness, Accountability and Transparency in Computer Vision, Glasgow, UK, 28 November 2024, (Accepted for Publication)

Aladwani, T., Anagnostopoulos, C. and Kolomvatsos, K. (2024) Node and relevant data selection in distributed predictive analytics: a query-centric approach. Journal of Network and Computer Applications, (Accepted for Publication)

Aladwani, T., Parambath, S. , Anagnostopoulos, C. and Deligianni, F. (2024) The Price of Labelling: A Two-Phase Federated Self-Learning Approach. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, 9-13 September 2024, (Accepted for Publication)

2023

Aladwani, T., Anagnostopoulos, C. , Kolomvatsos, K., Alghamdi, I. and Deligianni, F. (2023) Query-driven Edge Node Selection in Distributed Learning Environments. In: Data-driven Smart Cities (DASC 2023)/ 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, United States, 3-7 April 2023, pp. 146-153. ISBN 9798350322446 (doi: 10.1109/ICDEW58674.2023.00029)

2022

Anagnostopoulos, C. , Aladwani, T., Alghamdi, I. and Kolomvatsos, K. (2022) Data-driven analytics task management reasoning mechanism in edge computing. Smart Cities, 5(2), pp. 562-582. (doi: 10.3390/smartcities5020030)

Aladwani, T., Alghamdi, I., Kolomvatsos, K. and Anagnostopoulos, C. (2022) Data-Driven Analytics Task Management at the Edge: A Fuzzy Reasoning Approach. In: 9th International Conference on Future Internet of Things and Cloud (FiCloud 2022), Rome, Italy, 22-24 August 2022, pp. 83-91. ISBN 9781665493505 (doi: 10.1109/FiCloud57274.2022.00019)

This list was generated on Sat Dec 21 17:09:27 2024 GMT.
Jump to: Articles | Conference Proceedings
Number of items: 7.

Articles

Aladwani, T., Anagnostopoulos, C. and Kolomvatsos, K. (2024) Node and relevant data selection in distributed predictive analytics: a query-centric approach. Journal of Network and Computer Applications, (Accepted for Publication)

Anagnostopoulos, C. , Aladwani, T., Alghamdi, I. and Kolomvatsos, K. (2022) Data-driven analytics task management reasoning mechanism in edge computing. Smart Cities, 5(2), pp. 562-582. (doi: 10.3390/smartcities5020030)

Conference Proceedings

Aladwani, T., Anagnostopoulos, C. , Puthiya Parambath, S. and Deligianni, F. (2024) CL-FML: Cluster-based & Label-aware Federated Meta-Learning for On-Demand Classification Tasks. In: 11th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024), San Diego, CA, United States, 6-10 October 2024, (doi: 10.1109/DSAA61799.2024.10722828)

Aladwani, T. and Anagnostopoulos, C. (2024) Semi-Supervised Federated Learning over Relevant Heterogeneous Data. In: BMVC 2024 Workshop on Privacy, Fairness, Accountability and Transparency in Computer Vision, Glasgow, UK, 28 November 2024, (Accepted for Publication)

Aladwani, T., Parambath, S. , Anagnostopoulos, C. and Deligianni, F. (2024) The Price of Labelling: A Two-Phase Federated Self-Learning Approach. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, 9-13 September 2024, (Accepted for Publication)

Aladwani, T., Anagnostopoulos, C. , Kolomvatsos, K., Alghamdi, I. and Deligianni, F. (2023) Query-driven Edge Node Selection in Distributed Learning Environments. In: Data-driven Smart Cities (DASC 2023)/ 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, United States, 3-7 April 2023, pp. 146-153. ISBN 9798350322446 (doi: 10.1109/ICDEW58674.2023.00029)

Aladwani, T., Alghamdi, I., Kolomvatsos, K. and Anagnostopoulos, C. (2022) Data-Driven Analytics Task Management at the Edge: A Fuzzy Reasoning Approach. In: 9th International Conference on Future Internet of Things and Cloud (FiCloud 2022), Rome, Italy, 22-24 August 2022, pp. 83-91. ISBN 9781665493505 (doi: 10.1109/FiCloud57274.2022.00019)

This list was generated on Sat Dec 21 17:09:27 2024 GMT.