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. and Kolomvatsos, K. (2024) Node and relevant data selection in distributed predictive analytics: a query-centric approach. Journal of Network and Computer Applications, 232, 104029. (doi: 10.1016/j.jnca.2024.104029)

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)

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 Mar 29 02:56:23 2025 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, 232, 104029. (doi: 10.1016/j.jnca.2024.104029)

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 Mar 29 02:56:23 2025 GMT.