Fakhri Karray

8.5k citations

205 papers · 5.1k indexed · 4 hit papers · h-index 32

Impact in

Signal Processing top 0.5%
- Speech and Audio Processing
- Music and Audio Processing
Experimental and Cognitive Psychology top 1%
- Emotion and Mood Recognition

Papers in ⓘ

Artificial Intelligence 91
- Neural Networks and Applications 15
- Fuzzy Logic and Control Systems 14
- Topic Modeling 11
- Metaheuristic Optimization Algorithms Research 11
- Anomaly Detection Techniques and Applications 11
Computer Vision and Pattern Recognition 52
- Face and Expression Recognition 13
- Video Surveillance and Tracking Methods 10

Co-authors: Mohamed S. Kamel (44 shared papers)Bob Zhang (9 shared papers)Ghulam Muhammad (5 shared papers)Lei Zhang (3 shared papers)K. Ponnambalam (12 shared papers)Shady Shehata (8 shared papers)S. Jamshid Mousavi (6 shared papers)Sheikh Nooruddin (3 shared papers)
Journals: Information Fusion (5 papers)IEEE Transactions on Fuzzy Systems (4 papers)IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) (4 papers)Information Sciences (3 papers)IEEE Transactions on Control Systems Technology (2 papers)
Partner nations: Canada United Arab Emirates Hong Kong

In The Last Decade

Fakhri Karray

195 papers receiving 4.8k citations

Hit Papers

align trajectories log scale

Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things 2023 · 114 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 Information Fusion
2021 Information Fusion
2010 Pattern Recognition
2010 Computers in Biology and Medicine

Peers

Countries citing papers authored by Fakhri Karray

Since Specialization

Citations

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

Fields of papers citing papers by Fakhri Karray

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Fakhri Karray, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Fakhri Karray Line = papers co-authored together Fakhri Karray links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 205 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Survey on speech emotion recognition: Features, classification schemes, and databases Pattern Recognition ·Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray Hit paper breakdown →	2010	1404
2	Retinal vessel extraction by matched filter with first-order derivative of Gaussian Computers in Biology and Medicine ·Bob Zhang, Lin Zhang, Lei Zhang, (unknown), (unknown), Fakhri Karray Hit paper breakdown →	2010	383
3	A comprehensive survey on multimodal medical signals fusion for smart healthcare systems Information Fusion ·Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El Saddik, Mansour Alsulaiman, Tiago H. Falk Hit paper breakdown →	2021	191
4	Detection of microaneurysms using multi-scale correlation coefficients Pattern Recognition ·Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray	2010	173
5	Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects Computers in Biology and Medicine ·Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad	2022	133
6	Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things Information Fusion ·Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad Hit paper breakdown →	2023	114
7	On the optimal number of hidden nodes in a neural network Nayer Wanas, G. Auda, Mohamed S. Kamel, Fakhri Karray	2002	107
8	Soft Computing and Tools of Intelligent Systems Design: Theory and Applications Fakhri Karray, Clarence W. de Silva	2004	85
9	Inferring operating rules for reservoir operations using fuzzy regression and ANFIS Fuzzy Sets and Systems ·S. Jamshid Mousavi, K. Ponnambalam, Fakhri Karray	2006	83
10	UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection Information Fusion ·Moloud Abdar, Soorena Salari, Sina Qahremani, Hak‐Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi	2022	76
11	Situation awareness within the context of connected cars: A comprehensive review and recent trends Information Fusion ·Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel	2015	70
12	A Multi-Modal Driver Fatigue and Distraction Assessment System International Journal of Intelligent Transportation Systems Research ·Céline Craye, Abdullah Rashwan, Mohamed S. Kamel, Fakhri Karray	2015	69
13	An Efficient Concept-Based Mining Model for Enhancing Text Clustering IEEE Transactions on Knowledge and Data Engineering ·Shady Shehata, Fakhri Karray, Mohamed S. Kamel	2009	69
14	Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction Information Sciences ·Bob Zhang, Fakhri Karray, Qin Li, Lei Zhang	2012	68
15	Features Selection for Intrusion Detection Systems Based on Support Vector Machines Safaa Zaman, Fakhri Karray	2009	61
16	Reservoir Operation Using a Dynamic Programming Fuzzy Rule–Based Approach Water Resources Management ·S. Jamshid Mousavi, K. Ponnambalam, Fakhri Karray	2005	59
17	The hierarchical expert tuning of PID controllers using tools of soft computing IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Fakhri Karray, Wail Gueaieb, Salah Al-Sharhan	2002	52
18	Feature Selection and Feature Extraction in Pattern Analysis: A\n Literature Review arXiv (Cornell University) ·Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi, Tania Kapoor, Wahab Ali, Fakhri Karray, Mark Crowley	2019	51
19	Minimizing variance of reservoir systems operations benefits using soft computing tools Fuzzy Sets and Systems ·K. Ponnambalam, Fakhri Karray, S. Jamshid Mousavi	2003	50
20	A robust adaptive fuzzy position/force control scheme for cooperative manipulators IEEE Transactions on Control Systems Technology ·Wail Gueaieb, Fakhri Karray, Salah Al-Sharhan	2003	50

About Fakhri Karray

Fakhri Karray is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Control and Systems Engineering and Management Science and Operations Research, having authored 205 papers that have together received 5.1k indexed citations. Recurring topics across this work include Neural Networks and Applications (15 papers), Fuzzy Logic and Control Systems (14 papers), Face and Expression Recognition (13 papers), Vehicular Ad Hoc Networks (VANETs) (12 papers), Topic Modeling (11 papers), Metaheuristic Optimization Algorithms Research (11 papers), Anomaly Detection Techniques and Applications (11 papers) and Video Surveillance and Tracking Methods (10 papers). The work is most often cited by research in Signal Processing (1.0k citations), Experimental and Cognitive Psychology (1.2k citations), Computer Vision and Pattern Recognition (1.4k citations), Ophthalmology (493 citations) and Artificial Intelligence (1.7k citations). Fakhri Karray has collaborated with scholars based in Canada, United Arab Emirates and Hong Kong. Frequent co-authors include Mohamed S. Kamel, Bob Zhang, Ghulam Muhammad, Lei Zhang, K. Ponnambalam, Shady Shehata, S. Jamshid Mousavi, Sheikh Nooruddin, Lin Zhang and Md. Milon Islam. Their work appears in journals such as Information Fusion, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), Information Sciences and IEEE Transactions on Control Systems Technology.

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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