Waleed Hilal

752 total citations · 1 hit paper
26 papers, 383 citations indexed

About

Waleed Hilal is a scholar working on Artificial Intelligence, Control and Systems Engineering and Computer Networks and Communications. According to data from OpenAlex, Waleed Hilal has authored 26 papers receiving a total of 383 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 8 papers in Control and Systems Engineering and 5 papers in Computer Networks and Communications. Recurrent topics in Waleed Hilal's work include Target Tracking and Data Fusion in Sensor Networks (8 papers), Fault Detection and Control Systems (6 papers) and Neural Networks and Applications (4 papers). Waleed Hilal is often cited by papers focused on Target Tracking and Data Fusion in Sensor Networks (8 papers), Fault Detection and Control Systems (6 papers) and Neural Networks and Applications (4 papers). Waleed Hilal collaborates with scholars based in Canada, United States and United Arab Emirates. Waleed Hilal's co-authors include S. Andrew Gadsden, John Yawney, Mohammad Al‐Shabi, Andrew Lee, Stephen Wilkerson, Edward A. McBean, Charles D. Eggleton and Edward A. McBean and has published in prestigious journals such as SHILAP Revista de lepidopterología, Proceedings of the IEEE and Expert Systems with Applications.

In The Last Decade

Waleed Hilal

20 papers receiving 364 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances

2021 272 citations Waleed Hilal, S. Andrew Gadsden et al. Expert Systems with Applications profile →

Peers

Countries citing papers authored by Waleed Hilal

Since Specialization

Citations

This map shows the geographic impact of Waleed Hilal'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 Waleed Hilal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Waleed Hilal more than expected).

Fields of papers citing papers by Waleed Hilal

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Waleed Hilal. 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 Waleed Hilal. The network helps show where Waleed Hilal may publish in the future.

Co-authorship network of co-authors of Waleed Hilal

This figure shows the co-authorship network connecting the top 25 collaborators of Waleed Hilal. A scholar is included among the top collaborators of Waleed Hilal 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 Waleed Hilal. Waleed Hilal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Smart systems: A review of theory, applications, and recent advances 2025 ·Internet of Things ·(unknown), Waleed Hilal, (unknown), S. Andrew Gadsden, John Yawney	2
2	Comparison of SVSF-KF Adaptive Estimation Algorithms on an Electrohydrostatic Actuator Subject to a Fault 2024 ·IEEE Sensors Journal ·(unknown), Waleed Hilal, S. Andrew Gadsden, Charles D. Eggleton	0
3	Smart grids: A comprehensive survey of challenges, industry applications, and future trends 2024 ·Energy Reports ·(unknown), (unknown), Waleed Hilal, S. Andrew Gadsden	33
4	Evaluating COVID-19 Vaccine Efficacy Using Kaplan–Meier Survival Analysis 2024 ·SHILAP Revista de lepidopterología ·Waleed Hilal, (unknown), (unknown), (unknown), Edward A. McBean, John Yawney, S. Andrew Gadsden	0
5	Convolutional variational autoencoders for secure lossy image compression in remote sensing 2024 ·MacSphere (McMaster University) ·(unknown), S. Andrew Gadsden, Waleed Hilal, John Yawney	2
6	Nonlinear filtering using the double exponential transformation 2024 ·MacSphere (McMaster University) ·(unknown), (unknown), Waleed Hilal, S. Andrew Gadsden, (unknown)	1
7	Combined Kalman and sliding innovation filtering: An adaptive estimation strategy 2023 ·Measurement ·Andrew Lee, Waleed Hilal, S. Andrew Gadsden, Mohammad Al‐Shabi	16
8	Cognitive Dynamic Systems: A Review of Theory, Applications, and Recent Advances 2023 ·Proceedings of the IEEE ·Waleed Hilal, S. Andrew Gadsden, John Yawney	10
9	An adaptive SIF and KF estimation strategy for fault detection based on the NIS metric 2023 ·MacSphere (McMaster University) ·Waleed Hilal, (unknown), S. Andrew Gadsden, Mohammad Al‐Shabi	0
10	Normalized determinant pooling layer in CNNs for multi-label classification 2023 ·MacSphere (McMaster University) ·(unknown), Waleed Hilal, (unknown), John Yawney, S. Andrew Gadsden	0
11	A machine learning-based state estimation approach for varying noise distributions 2023 ·MacSphere (McMaster University) ·Waleed Hilal, S. Andrew Gadsden, John Yawney	0
12	Generalizing the unscented Kalman filter for state estimation 2023 ·MacSphere (McMaster University) ·(unknown), Waleed Hilal, (unknown), (unknown), S. Andrew Gadsden	1
13	Adaptive SVSF-KF estimation strategies based on the normalized innovation square metric and IMM strategy 2022 ·Results in Engineering ·(unknown), Waleed Hilal, S. Andrew Gadsden, Charles D. Eggleton	5
14	A survey on ethereum smart contract vulnerability detection using machine learning 2022 ·MacSphere (McMaster University) ·(unknown), (unknown), (unknown), Waleed Hilal, S. Andrew Gadsden, John Yawney, (unknown), (unknown)	12
15	A Review of Cognitive Dynamic Systems and Its Overarching Functions 2022 ·MacSphere (McMaster University) ·Waleed Hilal, (unknown), S. Andrew Gadsden, John Yawney	2
16	Use of AI to assess COVID-19 variant impacts on hospitalization, ICU, and death 2022 ·Frontiers in Artificial Intelligence ·Waleed Hilal, (unknown), (unknown), Edward A. McBean, John Yawney, S. Andrew Gadsden	4
17	A square-root formulation of the sliding innovation filter for target tracking 2022 ·MacSphere (McMaster University) ·Waleed Hilal, S. Andrew Gadsden, Stephen Wilkerson, Mohammad Al‐Shabi	2
18	Minority class augmentation using GANs to improve the detection of anomalies in critical operations 2022 ·MacSphere (McMaster University) ·Waleed Hilal, (unknown), (unknown), (unknown), (unknown), (unknown), John Yawney	1
19	Neural network training loss optimization utilizing the sliding innovation filter 2022 ·MacSphere (McMaster University) ·(unknown), Waleed Hilal, (unknown), (unknown), (unknown), John Yawney, Mohammad Al‐Shabi	6
20	Financial Fraud: A Review of Anomaly Detection Techniques and Recent Advances breakdown → 2021 ·Expert Systems with Applications ·Waleed Hilal, S. Andrew Gadsden, John Yawney	272

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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