Kristina P. Sinaga

2.4k total citations · 1 hit paper
12 papers, 1.5k citations indexed

About

Kristina P. Sinaga is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Kristina P. Sinaga has authored 12 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 3 papers in Information Systems. Recurrent topics in Kristina P. Sinaga's work include Advanced Clustering Algorithms Research (7 papers), Face and Expression Recognition (5 papers) and Data Mining Algorithms and Applications (3 papers). Kristina P. Sinaga is often cited by papers focused on Advanced Clustering Algorithms Research (7 papers), Face and Expression Recognition (5 papers) and Data Mining Algorithms and Applications (3 papers). Kristina P. Sinaga collaborates with scholars based in Taiwan, Indonesia and Italy. Kristina P. Sinaga's co-authors include Miin‐Shen Yang, Ishtiaq Hussain and Tulus Tulus and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Access and Pattern Recognition.

In The Last Decade

Kristina P. Sinaga

11 papers receiving 1.4k citations

Hit Papers

Unsupervised K-Means Clustering Algorithm 2020 2026 2022 2024 2020 400 800 1.2k
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.

  1. Unsupervised K-Means Clustering Algorithm
    2020 1.3k citations Kristina P. Sinaga, Miin‐Shen Yang IEEE Access profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Kristina P. Sinaga Taiwan 6 459 257 189 185 106 12 1.5k
Abiodun M. Ikotun South Africa 9 570 1.2× 239 0.9× 171 0.9× 157 0.8× 99 0.9× 20 1.6k
Mahmoud Y. Shams Egypt 26 529 1.2× 252 1.0× 124 0.7× 139 0.8× 93 0.9× 70 1.7k
Gongbo Zhang United States 10 775 1.7× 274 1.1× 197 1.0× 140 0.8× 91 0.9× 22 1.7k
Belal Abuhaija China 9 362 0.8× 182 0.7× 150 0.8× 105 0.6× 95 0.9× 24 1.3k
Jyotir Moy Chatterjee India 19 590 1.3× 279 1.1× 128 0.7× 221 1.2× 222 2.1× 68 2.2k
Sanyam Shukla India 17 836 1.8× 301 1.2× 218 1.2× 124 0.7× 120 1.1× 55 1.5k
Amit Ganatra India 17 470 1.0× 186 0.7× 101 0.5× 161 0.9× 63 0.6× 86 1.3k
Md Ekrim Hossin Malaysia 5 681 1.5× 238 0.9× 119 0.6× 182 1.0× 147 1.4× 18 1.9k

Countries citing papers authored by Kristina P. Sinaga

Since Specialization
Citations

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

Fields of papers citing papers by Kristina P. Sinaga

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kristina P. Sinaga. 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 Kristina P. Sinaga. The network helps show where Kristina P. Sinaga may publish in the future.

Co-authorship network of co-authors of Kristina P. Sinaga

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

All Works

12 of 12 papers shown
1.
Sinaga, Kristina P. & Miin‐Shen Yang. (2025). A Globally Collaborative Multi-View k-Means Clustering. Electronics. 14(11). 2129–2129. 1 indexed citations
2.
Yang, Miin‐Shen & Kristina P. Sinaga. (2024). Federated Multi-View K-Means Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(4). 2446–2459. 3 indexed citations
3.
Hussain, Ishtiaq, Kristina P. Sinaga, & Miin‐Shen Yang. (2023). Unsupervised Multiview Fuzzy C-Means Clustering Algorithm. Electronics. 12(21). 4467–4467. 17 indexed citations
4.
Sinaga, Kristina P., et al.. (2021). Machine Learning Approaches for Marketing Campaign in Portuguese Banks. 1–6. 5 indexed citations
5.
Sinaga, Kristina P., Ishtiaq Hussain, & Miin‐Shen Yang. (2021). Entropy K-Means Clustering With Feature Reduction Under Unknown Number of Clusters. IEEE Access. 9. 67736–67751. 41 indexed citations
6.
7.
Yang, Miin‐Shen & Kristina P. Sinaga. (2021). Collaborative feature-weighted multi-view fuzzy c-means clustering. Pattern Recognition. 119. 108064–108064. 52 indexed citations
8.
9.
Sinaga, Kristina P. & Miin‐Shen Yang. (2020). Unsupervised K-Means Clustering Algorithm. IEEE Access. 8. 80716–80727. 1258 indexed citations breakdown →
10.
Yang, Miin‐Shen & Kristina P. Sinaga. (2019). A Feature-Reduction Multi-View k-Means Clustering Algorithm. IEEE Access. 7. 114472–114486. 98 indexed citations
11.
Sinaga, Kristina P., et al.. (2016). Spatial Variation in Infant Mortality with Geographically Weighted Poisson Regression (GWPR) Approach. International Journal of Science and Research (IJSR). 5(3). 96–100. 2 indexed citations
12.
Sinaga, Kristina P., et al.. (2013). Analisis Pengaruh Produk Domestik Regional Bruto, Pendidikan dan Pengangguran terhadap Kemiskinan di Kab/kota Propinsi Sumatera Utara Tahun 2010–2011. 1(3). 261–271. 2 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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