Clustering Algorithms: A Comparative Approach

26 December 2016

Papers citing "Clustering Algorithms: A Comparative Approach"

27 / 27 papers shown

Title
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks João Manoel Herrera Pinheiro Suzana Vilas Boas de Oliveira Thiago Henrique Segreto Silva Pedro Antonio Rabelo Saraiva Enzo Ferreira de Souza Leonardo André Ambrosio Marcelo Becker 22 0 0 09 Jun 2025
From A-to-Z Review of Clustering Validation Indices B. Hassan Noor Tayfor A. A. Hassan A. Ahmed Rebwar Khalid Hamad Naz N. Abdalla 78 14 0 18 Jul 2024
Human-interpretable clustering of short-text using large language models Justin K. Miller Tristram J. Alexander VLM 62 3 0 12 May 2024
A Rapid Review of Clustering Algorithms Hui Yin Amir Aryani Stephen Petrie Aishwarya Nambissan Aland Astudillo Shengyuan Cao 60 19 0 14 Jan 2024
Machine learning in physics: a short guide F. A. Rodrigues PINN AI4CE 52 7 0 16 Oct 2023
Superclustering by finding statistically significant separable groups of optimal gaussian clusters O. Berngardt 20 0 0 05 Sep 2023
A Survey From Distributed Machine Learning to Distributed Deep Learning Mohammad Dehghani Zahra Yazdanparast 118 0 0 11 Jul 2023
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning Tengyao Wang Yan Sun M. Gataric R. Samworth 61 1 0 18 Apr 2023
Using Full-Text Content to Characterize and Identify Best Seller Books Giovana D. da Silva F. N. Silva Henrique F. de Arruda Bárbara C. e Souza L. D. F. Costa D. R. Amancio 46 1 0 05 Oct 2022
Application of Clustering Algorithms for Dimensionality Reduction in Infrastructure Resilience Prediction Models Srijith Balakrishnan B. Cassottana Arun Verma AI4CE 19 4 0 06 May 2022
Feature extraction using Spectral Clustering for Gene Function Prediction using Hierarchical Multi-label Classification Miguel Romero O. Ramirez J. Finke C. Rocha 46 5 0 25 Mar 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 91 194 0 15 Feb 2022
Application of the Affinity Propagation Clustering Technique to obtain traffic accident clusters at macro, meso, and micro levels F. Moura C. Nodari 13 2 0 09 Feb 2022
Grain segmentation in atomistic simulations using orientation-based iterative self-organizing data analysis M. Vimal Stefan Sandfeld A. Prakash 30 6 0 06 Dec 2021
J-Score: A Robust Measure of Clustering Accuracy Navid Ahmadinejad Li Liu 71 5 0 03 Sep 2021
On predicting research grants productivity J. V. Tohalino D. R. Amancio 15 8 0 20 Jun 2021
HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis Cameron Shand Richard Allmendinger J. Handl Andrew M. Webb J. Keane 31 4 0 13 Feb 2021
Multi-Source Data Fusion for Cyberattack Detection in Power Systems A. Sahu Zeyu Mao Patrick Wlazlo Hao Huang K. Davis A. Goulart S. Zonouz 51 67 0 18 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 99 3 0 04 Jan 2021
Unsupervised Event Detection, Clustering, and Use Case Exposition in Micro-PMU Measurements Armin Aligholian A. Shahsavari E. Stewart Ed Cortez Hamed Mohsenian-Rad 66 38 0 30 Jul 2020
Scalable Spectral Clustering with Nystrom Approximation: Practical and Theoretical Aspects Farhad Pourkamali Anaraki 36 13 0 25 Jun 2020
Privacy-Preserving Clustering of Unstructured Big Data for Cloud-Based Enterprise Search Solutions S. Zobaed M. Salehi 15 2 0 22 May 2020
Using word embeddings to improve the discriminability of co-occurrence text networks L. Quispe J. V. Tohalino D. R. Amancio 21 1 0 13 Mar 2020
Genome Reconstruction Attacks Against Genomic Data-Sharing Beacons Kerem Ayoz Erman Ayday A. E. Cicek 38 30 0 24 Jan 2020
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method Paulo Rocha Diego Pinheiro M. Cadeiras C. B. Filho 27 1 0 23 Jan 2020
Word sense induction using word embeddings and community detection in complex networks Edilson Anselmo Corrêa D. R. Amancio 48 37 0 22 Mar 2018
Hierarchical Data Generator based on Tree-Structured Stick Breaking Process for Benchmarking Clustering Methods Lukasz P. Olech Michal Spytkowski H. Kwasnicka Z. Michalewicz 35 7 0 17 Jun 2016