Thinagaran Perumal

2.5k total citations · 1 hit paper
111 papers, 1.5k citations indexed

About

Thinagaran Perumal is a scholar working on Computer Vision and Pattern Recognition, Computer Networks and Communications and Electrical and Electronic Engineering. According to data from OpenAlex, Thinagaran Perumal has authored 111 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 54 papers in Computer Vision and Pattern Recognition, 39 papers in Computer Networks and Communications and 35 papers in Electrical and Electronic Engineering. Recurrent topics in Thinagaran Perumal's work include Context-Aware Activity Recognition Systems (43 papers), IoT and Edge/Fog Computing (28 papers) and IoT-based Smart Home Systems (26 papers). Thinagaran Perumal is often cited by papers focused on Context-Aware Activity Recognition Systems (43 papers), IoT and Edge/Fog Computing (28 papers) and IoT-based Smart Home Systems (26 papers). Thinagaran Perumal collaborates with scholars based in Malaysia, India and Japan. Thinagaran Perumal's co-authors include Chui Yew Leong, Md. Nasir Sulaiman, E. Ramanujam, S. Padmavathi, Norwati Mustapha, A. R. Ramli, Raihani Mohamed, Razali Yaakob, Abhishek Sharma and Shattri Mansor and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Access and Energy and Buildings.

In The Last Decade

Thinagaran Perumal

100 papers receiving 1.4k 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.

Human Activity Recognition With Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review

2021 281 citations E. Ramanujam, Thinagaran Perumal et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Thinagaran Perumal Malaysia	21	665	516	435	327	203	111	1.5k
Hemant Ghayvat India	20	479 0.7×	550 1.1×	434 1.0×	350 1.1×	230 1.1×	58	1.9k
Ahmed Abdelgawad United States	24	250 0.4×	620 1.2×	529 1.2×	350 1.1×	170 0.8×	118	1.9k
Mohamed Abid Tunisia	26	497 0.7×	1.1k 2.2×	739 1.7×	513 1.6×	158 0.8×	229	2.6k
Fatma M. Talaat Egypt	23	433 0.7×	352 0.7×	150 0.3×	386 1.2×	111 0.5×	62	1.8k
Daniel G. Costa Brazil	25	362 0.5×	842 1.6×	486 1.1×	189 0.6×	77 0.4×	136	1.7k
Jie He China	24	398 0.6×	407 0.8×	603 1.4×	334 1.0×	365 1.8×	101	1.7k
Biljana Risteska Stojkoska North Macedonia	14	271 0.4×	637 1.2×	518 1.2×	150 0.5×	108 0.5×	33	1.3k
Thomas Newe Ireland	22	202 0.3×	843 1.6×	496 1.1×	282 0.9×	215 1.1×	122	1.8k
Tullio Salmon Cinotti Italy	19	282 0.4×	574 1.1×	416 1.0×	153 0.5×	68 0.3×	79	1.4k
Qi Han United States	21	316 0.5×	900 1.7×	801 1.8×	347 1.1×	83 0.4×	129	2.1k

Countries citing papers authored by Thinagaran Perumal

Since Specialization

Citations

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

Fields of papers citing papers by Thinagaran Perumal

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Thinagaran Perumal

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

Yusof, Mohd Johari Mohd, et al.. (2025). Structuring service design methods: The MO Mapping Framework. The Design Journal. 28(6). 1132–1156.

Perumal, Thinagaran, et al.. (2025). Smart home energy prediction framework using temporal Kolmogorov-Arnold transformer. Energy and Buildings. 335. 115529–115529. 3 indexed citations

Perumal, Thinagaran, et al.. (2024). Multiple human activity recognition using iot sensors and machine learning in device-free environment: Feature extraction, classification, and challenges: A comprehensive review. AIP conference proceedings. 3082. 120003–120003.

Ganapathy, Sannasi, et al.. (2024). High performance packet classification algorithm for network security systems using modified grid-of-tries. AIP conference proceedings. 2919. 120005–120005.

Ramanujam, E., et al.. (2024). A review on fall detection systems in bathrooms: challenges and opportunities. Multimedia Tools and Applications. 83(29). 73477–73505. 2 indexed citations

Perumal, Thinagaran, et al.. (2024). Recognition of Student Engagement and Affective States Using ConvNeXtlarge and Ensemble GRU in E-Learning. 30–34. 1 indexed citations

Halin, Alfian Abdul, et al.. (2024). Res-UNet Ensemble Learning for Semantic Segmentation of Mineral Optical Microscopy Images. Minerals. 14(12). 1281–1281. 5 indexed citations

Mohamed, Raihani, et al.. (2023). Discovering and Recognizing of Imbalance Human Activity in Healthcare Monitoring using Data Resampling Technique and Decision Tree Model. Journal of Advanced Research in Applied Sciences and Engineering Technology. 33(2). 340–350. 3 indexed citations

Choudrie, Jyoti, Parikshit N. Mahalle, Thinagaran Perumal, & Amit M. Joshi. (2023). IOT with Smart Systems. Lecture notes in networks and systems. 1 indexed citations

10.

Jayachandran, A., et al.. (2023). Multi-dimensional cascades neural network models for the segmentation of retinal vessels in colour fundus images. Multimedia Tools and Applications. 82(27). 42927–42943. 10 indexed citations

11.

Perumal, Thinagaran, et al.. (2023). Fall Detection Systems at Night. Computer. 56(6). 44–51. 2 indexed citations

12.

Ibrahim, Hamidah, et al.. (2023). A Source Number Enumeration Method at Low SNR Based on Ensemble Learning. International Journal of Emerging Technology and Advanced Engineering. 13(3). 81–90. 1 indexed citations

13.

Choudrie, Jyoti, Parikshit N. Mahalle, Thinagaran Perumal, & Amit Joshi. (2022). ICT with Intelligent Applications. Smart innovation, systems and technologies. 7 indexed citations

14.

Abdullah, Mohd Taufik, et al.. (2021). Correction to: The Impact of Memory‑Efficient Bots on IoT‑WSN BotnetPropagation. Wireless Personal Communications. 119(3). 2107–2107.

15.

Sharma, Abhishek, et al.. (2019). FPGA Implementation of Handwritten Number Recognition using Artificial Neural Network. 1010–1011. 2 indexed citations

16.

Mohamed, Raihani, et al.. (2017). Tracking and Recognizing the Activity of Multi Resident in Smart Home Environments. Journal of Telecommunication Electronic and Computer Engineering (JTEC). 9. 39–43. 11 indexed citations

17.

Mustapha, Norwati, et al.. (2017). Multiclass Classification Method in Handheld Based Smartphone Gait Identification. Journal of Telecommunication Electronic and Computer Engineering (JTEC). 9. 59–65. 2 indexed citations

18.

Ahmadon, Mohd Anuaruddin Bin, Shingo Yamaguchi, & Thinagaran Perumal. (2017). Elgar framework: Context-aware service orchestration with data Petri net. Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia). 1–4. 1 indexed citations

19.

Perumal, Thinagaran, Soumya Kanti Datta, & Christian Bonnet. (2015). IoT device management framework for smart home scenarios. 54–55. 33 indexed citations

20.

Perumal, Thinagaran, Abdul Rahman Ramli, Chui Yew Leong, Shattri Mansor, & Khairulmizam Samsudin. (2008). Interoperability for Smart Home Environment Using Web Services. 37 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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