{"id":"W3048804154","doi":"10.3390/electronics9081295","title":"The k-means Algorithm: A Comprehensive Survey and Performance Evaluation","year":2020,"lang":"en","type":"article","venue":"Electronics","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":1609,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cluster analysis; Computer science; Data mining; Algorithm; Convergence (economics); Initialization; Centroid; Outlier; Popularity; Variety (cybernetics); k-means clustering; Machine learning; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951616626777782,"score_gpt":0.2715012711448277,"score_spread":0.2419851048770499,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}