Ayah Helal

602 total citations
14 papers, 357 citations indexed

About

Ayah Helal is a scholar working on Artificial Intelligence, Information Systems and Computer Networks and Communications. According to data from OpenAlex, Ayah Helal has authored 14 papers receiving a total of 357 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 5 papers in Information Systems and 3 papers in Computer Networks and Communications. Recurrent topics in Ayah Helal's work include Metaheuristic Optimization Algorithms Research (5 papers), Machine Learning and Data Classification (4 papers) and Semantic Web and Ontologies (3 papers). Ayah Helal is often cited by papers focused on Metaheuristic Optimization Algorithms Research (5 papers), Machine Learning and Data Classification (4 papers) and Semantic Web and Ontologies (3 papers). Ayah Helal collaborates with scholars based in United Kingdom, Canada and Egypt. Ayah Helal's co-authors include Roberto J. Bayardo, Guiomar Martín, Richard Brice, J Fowler, Md. Mamunur Rashid, V. Kashyap, M. Nodine, C. Unnikrishnan, A. Unruh and Darrell Woelk and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering, ACM SIGMOD Record and International Journal of Intelligent Systems.

In The Last Decade

Ayah Helal

12 papers receiving 303 citations

Peers

Countries citing papers authored by Ayah Helal

Since Specialization

Citations

This map shows the geographic impact of Ayah Helal's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ayah Helal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ayah Helal more than expected).

Fields of papers citing papers by Ayah Helal

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ayah Helal. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ayah Helal. The network helps show where Ayah Helal may publish in the future.

Co-authorship network of co-authors of Ayah Helal

This figure shows the co-authorship network connecting the top 25 collaborators of Ayah Helal. A scholar is included among the top collaborators of Ayah Helal based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ayah Helal. Ayah Helal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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14 of 14 papers shown

#	Work	Indexed citations
1	Provenance Graph Kernel 2025 ·IEEE Transactions on Knowledge and Data Engineering ·(unknown), Trung Dong Huynh, Ayah Helal, (unknown), Luc Moreau	0
2	Data stream classification with ant colony optimisation 2022 ·International Journal of Intelligent Systems ·Ayah Helal, Fernando E. B. Otero	1
3	The dual function of explanations: Why it is useful to compute explanations 2021 ·Computer law & security review ·(unknown), Sophie Stalla-Bourdillon, (unknown), Trung Dong Huynh, Luc Moreau, Ayah Helal	4
4	Addressing Regulatory Requirements on Explanations for Automated Decisions with Provenance—A Case Study 2020 ·Digital Government Research and Practice ·Trung Dong Huynh, (unknown), Ayah Helal, Sophie Stalla-Bourdillon, Luc Moreau	10
5	Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization 2018 ·Kent Academic Repository (University of Kent) ·Ayah Helal, (unknown), Fernando E. B. Otero	1
6	Instance-based classification with Ant Colony Optimization 2017 ·Intelligent Data Analysis ·Khalid M. Salama, Ashraf M. Abdelbar, Ayah Helal, Alex A. Freitas	7
7	Automatic design of ant-miner mixed attributes for classification rule discovery 2017 ·Proceedings of the Genetic and Evolutionary Computation Conference ·Ayah Helal, Fernando E. B. Otero	5
8	A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm 2016 ·Kent Academic Repository (University of Kent) ·Ayah Helal, Fernando E. B. Otero	8
9	Multithreaded Signal-to-Memory Mapping Algorithm for Embedded Multidimensional Signal Processing 2015 ·Ayah Helal, Florin Balasa	1
10	Incorporating domain-specific heuristics in a particle swarm optimization approach to the quadratic assignment problem 2014 ·Memetic Computing ·Ayah Helal, Ashraf M. Abdelbar	10
11	Managing Multi-Task Systems Using Workflow 2007 ·(unknown), Ayah Helal, (unknown), (unknown)	0
12	Nile-PDT: a phenomenon detection and tracking framework for data stream management systems 2005 ·Lancaster EPrints (Lancaster University) ·Mohamed Ali, Walid G. Aref, Raja Bose, Ahmed K. Elmagarmid, Ayah Helal, Ibrahim Kamel, Mohamed F. Mokbel	30
13	InfoSleuth 1997 ·ACM SIGMOD Record ·Roberto J. Bayardo, (unknown), Richard Brice, Andrzej Cichocki, J Fowler, Ayah Helal, V. Kashyap, Tomasz Ksiezyk, Guiomar Martín, M. Nodine, Md. Mamunur Rashid, Marek Rusinkiewicz, (unknown), C. Unnikrishnan, A. Unruh, Darrell Woelk	30
14	InfoSleuth 1997 ·Roberto J. Bayardo, M. Nodine, Md. Mamunur Rashid, Marek Rusinkiewicz, (unknown), C. Unnikrishnan, A. Unruh, Darrell Woelk, (unknown), Richard Brice, Andrzej Cichocki, J Fowler, Ayah Helal, V. Kashyap, Tomasz Ksiezyk, Guiomar Martín	250

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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