Standout Papers

How much can k-means be improved by using better initialization and repeats? 2019 2026 2021 2023 271
  1. How much can k-means be improved by using better initialization and repeats? (2019)
    Pasi Fränti, Sami Sieranoja Pattern Recognition

Immediate Impact

1 from Science/Nature 48 standout
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Citing Papers

Optimizing Xenium In Situ data utility by quality assessment and best-practice analysis workflows
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Automated Identification of Rock Discontinuities from 3D Point Clouds Using a Convolutional Neural Network
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1 intermediate paper

Works of Sami Sieranoja being referenced

How much can k-means be improved by using better initialization and repeats?
2019 Standout
K-means properties on six clustering benchmark datasets
2018

Author Peers

Author Last Decade Papers Cites
Sami Sieranoja 395 167 121 8 618
Malay K. Pakhira 388 153 103 7 607
Abdullah Alamri 352 147 98 10 614
Junjie Wu 260 177 55 12 581
Sugato Basu 436 276 97 9 646
Xingwang Zhao 335 141 64 19 654
Andrea Danyluk 340 199 61 16 652
Ming Jin 398 100 127 25 648
Amit Deshpande 302 150 118 16 572
Meili Tang 370 127 55 20 700
Hongqiang Rong 339 201 80 3 546

All Works

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2026