Shahina Begum

2.2k total citations
89 papers, 1.3k citations indexed

About

Shahina Begum is a scholar working on Artificial Intelligence, Cardiology and Cardiovascular Medicine and Cognitive Neuroscience. According to data from OpenAlex, Shahina Begum has authored 89 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 40 papers in Artificial Intelligence, 15 papers in Cardiology and Cardiovascular Medicine and 15 papers in Cognitive Neuroscience. Recurrent topics in Shahina Begum's work include AI-based Problem Solving and Planning (13 papers), EEG and Brain-Computer Interfaces (12 papers) and Heart Rate Variability and Autonomic Control (11 papers). Shahina Begum is often cited by papers focused on AI-based Problem Solving and Planning (13 papers), EEG and Brain-Computer Interfaces (12 papers) and Heart Rate Variability and Autonomic Control (11 papers). Shahina Begum collaborates with scholars based in Sweden, Italy and France. Shahina Begum's co-authors include Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, Ning Xiong, Mobyen Uddin Ahmed, Mir Riyanul Islam, Hamidur Rahman, Bo von Schéele, Christer Ahlström and Mia Folke and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and IEEE Transactions on Biomedical Engineering.

In The Last Decade

Shahina Begum

80 papers receiving 1.2k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Shahina Begum Sweden	19	493	261	236	221	214	89	1.3k
Mobyen Uddin Ahmed Sweden	17	360 0.7×	183 0.7×	174 0.7×	158 0.7×	132 0.6×	64	1.1k
Jason Teo Malaysia	21	726 1.5×	487 1.9×	125 0.5×	545 2.5×	91 0.4×	137	2.1k
Mario Muñoz-Organero Spain	25	292 0.6×	204 0.8×	188 0.8×	188 0.9×	81 0.4×	105	1.7k
Yu–Kai Wang Australia	24	211 0.4×	346 1.3×	178 0.8×	890 4.0×	213 1.0×	131	1.7k
Hussein Al Osman Canada	19	121 0.2×	152 0.6×	269 1.1×	327 1.5×	267 1.2×	66	1.2k
Mannes Poel Netherlands	22	347 0.7×	199 0.8×	138 0.6×	634 2.9×	50 0.2×	95	1.5k
Elena Mugellini Switzerland	20	314 0.6×	122 0.5×	104 0.4×	219 1.0×	46 0.2×	140	1.4k
Peter Funk Sweden	16	507 1.0×	92 0.4×	115 0.5×	83 0.4×	117 0.5×	87	1.0k
Marı́a Teresa López Spain	20	260 0.5×	205 0.8×	123 0.5×	237 1.1×	102 0.5×	83	1.2k
Mehmet Bayğın Türkiye	26	399 0.8×	210 0.8×	179 0.8×	619 2.8×	252 1.2×	111	2.2k

Countries citing papers authored by Shahina Begum

Since Specialization

Citations

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

Fields of papers citing papers by Shahina Begum

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shahina Begum

This figure shows the co-authorship network connecting the top 25 collaborators of Shahina Begum. A scholar is included among the top collaborators of Shahina Begum 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 Shahina Begum. Shahina Begum 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

Ahmed, Mobyen Uddin, et al.. (2024). Role of Multi-modal Machine Learning, Explainable AI and Human-AI Teaming in Trusted Intelligent Systems for Remote Digital Towers. SPIRE - Sciences Po Institutional REpository. 26–35.

Hurter, Christophe, Nicolas Durand, Ana Ferreira, et al.. (2024). Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. SPIRE - Sciences Po Institutional REpository. 622–634. 2 indexed citations

Rehman, Atiq Ur, et al.. (2024). Chip Analysis for Tool Wear Monitoring in Machining: A Deep Learning Approach. IEEE Access. 12. 112672–112689. 5 indexed citations

Islam, Mir Riyanul, Christophe Hurter, Shaibal Barua, et al.. (2022). A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory. Applied Sciences. 12(3). 1295–1295. 61 indexed citations

Rahman, Hamidur, Mobyen Uddin Ahmed, Shaibal Barua, Peter Funk, & Shahina Begum. (2021). Vision-Based Driver’s Cognitive Load Classification Considering Eye Movement Using Machine Learning and Deep Learning. Sensors. 21(23). 8019–8019. 20 indexed citations

Islam, Mir Riyanul, Shaibal Barua, Mobyen Uddin Ahmed, et al.. (2020). A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning. Brain Sciences. 10(8). 551–551. 30 indexed citations

Begum, Shahina, et al.. (2019). Network Intrusion Detection Techniques and Network Attack Types. International Journal of Recent Technology and Engineering (IJRTE). 8(2S8). 934–940. 1 indexed citations

Barua, Shaibal, Shahina Begum, & Mobyen Uddin Ahmed. (2018). Towards Distributed k-NN similarity for Scalable Case Retrieval. 151–160. 1 indexed citations

Ahmed, Mobyen Uddin, et al.. (2016). Internet of Things Technologies for HealthCare : Third International Conference, HealthyIoT 2016, Västerås, Sweden, October 18-19, 2016, Revised Selected Papers. Lecture notes in computer science. 5 indexed citations

10.

Barua, Shaibal & Shahina Begum. (2014). A Review on Machine Learning Algorithms in Handling EEG Artifacts. KTH Publication Database DiVA (KTH Royal Institute of Technology). 20(5). 663–9. 17 indexed citations

11.

Ahmed, Mobyen Uddin, Shahina Begum, & Peter Funk. (2012). An Overview of three Medical Applications Using Hybrid Case-Based Reasoning. 79–94. 1 indexed citations

12.

Ahmed, Mobyen Uddin, Shahina Begum, & Peter Funk. (2012). A Hybrid Case-Based System in Stress Diagnosis and Treatment. KTH Publication Database DiVA (KTH Royal Institute of Technology). 6 indexed citations

13.

Ahmed, Mobyen Uddin, Shahina Begum, & Peter Funk. (2012). System Overview on a Clinical Decision Support System for Stress Management. 111–116. 2 indexed citations

14.

Ahmed, Mobyen Uddin, Shahina Begum, & Peter Funk. (2012). Case studies on the clinical applications using case-based reasoning. Federated Conference on Computer Science and Information Systems. 3–10. 7 indexed citations

15.

Begum, Shahina, et al.. (2012). Mental state monitoring system for the professional drivers based on Heart Rate Variability analysis and Case-Based Reasoning. Federated Conference on Computer Science and Information Systems. 35–42. 15 indexed citations

16.

Begum, Shahina. (2011). A Decision Support System Based on ECG Sensor Signal in Determining Stress. Expert Systems with Applications. 1 indexed citations

17.

Begum, Shahina. (2011). A Case-Based Driver's State Monitoring System Using Physiological Sensor Signals. 42–54. 2 indexed citations

18.

Ahmed, Mobyen Uddin, Shahina Begum, Peter Funk, & Ning Xiong. (2009). FUZZY RULE-BASED CLASSIFICATION TO BUILD INITIAL CASE LIBRARY FOR CASE-BASED STRESS DIAGNOSIS. 225–230. 13 indexed citations

19.

Ahmed, Mobyen Uddin, Shahina Begum, Peter Funk, & Ning Xiong. (2009). Multi-modal and multi-purpose case-based reasoning in the health sciences. International Conference on Artificial Intelligence. 378–383. 2 indexed citations

20.

Begum, Shahina, Mobyen Uddin Ahmed, & Peter Funk. (2009). Case-based systems in health sciences: a case study in the field of stress. WSEAS TRANSACTIONS on SYSTEMS archive. 8(3). 344–354. 10 indexed citations

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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