Swati Aggarwal

1.4k total citations · 1 hit paper
60 papers, 857 citations indexed

About

Swati Aggarwal is a scholar working on Artificial Intelligence, Cognitive Neuroscience and Management Science and Operations Research. According to data from OpenAlex, Swati Aggarwal has authored 60 papers receiving a total of 857 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 13 papers in Cognitive Neuroscience and 11 papers in Management Science and Operations Research. Recurrent topics in Swati Aggarwal's work include EEG and Brain-Computer Interfaces (12 papers), Multi-Criteria Decision Making (7 papers) and Neuroscience and Neural Engineering (4 papers). Swati Aggarwal is often cited by papers focused on EEG and Brain-Computer Interfaces (12 papers), Multi-Criteria Decision Making (7 papers) and Neuroscience and Neural Engineering (4 papers). Swati Aggarwal collaborates with scholars based in India, Norway and Singapore. Swati Aggarwal's co-authors include Nupur Chugh, Ranjit Biswas, Abdul Quaiyum Ansari, Raj Mohan Singh, Ramit Sawhney, Rajiv Ratn Shah, Roger Zimmermann, Yaman Kumar, Debanjan Mahata and Ponnurangam Kumaraguru and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Business Research and RSC Advances.

In The Last Decade

Swati Aggarwal

54 papers receiving 804 citations

Hit Papers

align trajectories sort by overperformance

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.

Review of Machine Learning Techniques for EEG Based Brain Computer Interface

2022 141 citations Swati Aggarwal, Nupur Chugh Archives of Computational Methods in Engineering profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Swati Aggarwal India	15	363	207	135	110	89	60	857
Hans W. Guesgen New Zealand	14	218 0.6×	152 0.7×	100 0.7×	44 0.4×	160 1.8×	86	690
Kambiz Badie Iran	14	403 1.1×	205 1.0×	170 1.3×	34 0.3×	25 0.3×	98	938
Raju S. Bapi India	20	768 2.1×	380 1.8×	85 0.6×	46 0.4×	67 0.8×	126	1.8k
Annushree Bablani India	14	246 0.7×	238 1.1×	65 0.5×	16 0.1×	68 0.8×	27	634
William W. Armstrong Canada	11	191 0.5×	476 2.3×	134 1.0×	73 0.7×	238 2.7×	34	1.2k
Jung‐Tai King Taiwan	15	455 1.3×	71 0.3×	114 0.8×	36 0.3×	50 0.6×	39	751
Xiang Zhang China	22	813 2.2×	231 1.1×	202 1.5×	59 0.5×	206 2.3×	106	1.6k
Weitong Chen Australia	16	186 0.5×	667 3.2×	50 0.4×	39 0.4×	100 1.1×	53	1.3k
Esmeralda C. Djamal Indonesia	14	274 0.8×	142 0.7×	52 0.4×	15 0.1×	58 0.7×	130	614
Jeff Hawkins United States	13	742 2.0×	633 3.1×	161 1.2×	40 0.4×	115 1.3×	19	1.6k

Countries citing papers authored by Swati Aggarwal

Since Specialization

Citations

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

Fields of papers citing papers by Swati Aggarwal

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Swati Aggarwal

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

Aggarwal, Swati, et al.. (2024). AI-powered Performance Management: Driving Employee Success and Organizational Growth. 204–209. 2 indexed citations

Chugh, Nupur & Swati Aggarwal. (2024). Spatial Decoding for Gaze Independent Brain–Computer Interface Based on Covert Visual Attention Shift Using Electroencephalography. Clinical EEG and Neuroscience. 55(4). 477–485.

Chugh, Nupur, et al.. (2023). The Hybrid Deep Learning Model for Identification of Attention-Deficit/Hyperactivity Disorder Using EEG. Clinical EEG and Neuroscience. 55(1). 22–33. 8 indexed citations

Aggarwal, Swati, et al.. (2022). Pilot Study to Predict Smartphone Addiction Through Usage Pattern of Installed Android Applications and to Derive Correlations Between Addiction and Phone Usage Behavior. Addicta The Turkish Journal on Addictions. 9(1). 63–74.

Pant, Archana, et al.. (2022). Human gut microbiota and Parkinson's disease. Progress in molecular biology and translational science. 192(1). 281–307. 14 indexed citations

Aggarwal, Swati, et al.. (2022). A Novel Fuzzy Modifier Interpolation Rule for Computing With Words. Informatica. 46(1). 1 indexed citations

Aggarwal, Swati & Nupur Chugh. (2022). Review of Machine Learning Techniques for EEG Based Brain Computer Interface. Archives of Computational Methods in Engineering. 29(5). 3001–3020. 141 indexed citations breakdown →

Aggarwal, Swati & Nupur Chugh. (2021). Correction to: Review of Machine Learning Techniques for EEG Based Brain Computer Interface. Archives of Computational Methods in Engineering. 29(5). 3531–3531. 5 indexed citations

Aggarwal, Swati, et al.. (2021). A preliminary investigation for assessing attention levels for Massive Online Open Courses learning environment using EEG signals: An experimental study. Human Behavior and Emerging Technologies. 3(5). 933–941. 22 indexed citations

10.

Aggarwal, Swati, et al.. (2020). Media bias detection and bias short term impact assessment. Array. 6. 100025–100025. 6 indexed citations

11.

Pooja, Pooja, Deepika Singh, Swati Aggarwal, et al.. (2020). Lanthanide (Ln3+) complexes of bifunctional chelate: Synthesis, physicochemical study and interaction with human serum albumin (HSA). Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy. 244. 118808–118808. 6 indexed citations

12.

Aggarwal, Swati, et al.. (2019). Predicting likelihood of psychological disorders in PlayerUnknown’s Battlegrounds (PUBG) players from Asian countries using supervised machine learning. Addictive Behaviors. 101. 106132–106132. 33 indexed citations

13.

Aggarwal, Swati, et al.. (2018). An Evolutionary Learning Approach to Play Othello Using XCS. 529. 1–8. 2 indexed citations

14.

Aggarwal, Swati, et al.. (2018). Keystroke dynamics based biometric authentication: A hybrid classifier approach. 266–273. 5 indexed citations

15.

Aggarwal, Swati, et al.. (2018). LSTM based Music Generation with Dataset Preprocessing and Reconstruction Techniques. 455–462. 16 indexed citations

16.

Aggarwal, Swati, et al.. (2017). Neutrosophic Rough Soft Set – A Decision Making Approach to Appendicitis Problem. SHILAP Revista de lepidopterología. 1 indexed citations

17.

Aggarwal, Swati, et al.. (2016). Uncertain data mining: A review of optimization methods for UK-means. International Conference on Computing for Sustainable Global Development. 3672–3677. 1 indexed citations

18.

Ansari, Abdul Quaiyum, Ranjit Biswas, & Swati Aggarwal. (2013). Extension to fuzzy logic representation: Moving towards neutrosophic logic - A new laboratory rat. 8. 1–8. 10 indexed citations

19.

Ansari, Abdul Quaiyum, Ranjit Biswas, & Swati Aggarwal. (2011). Proposal for Applicability of Neutrosophic Set Theory in Medical AI. International Journal of Computer Applications. 27(5). 5–11. 40 indexed citations

20.

Aggarwal, Swati, Ranjit Biswas, & Abdul Quaiyum Ansari. (2010). Neutrosophic modeling and control. 718–723. 29 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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