Item talk:Q166503

{

 "OpenAlex": {
   "display_name": "Adaptation to Concept Drift in Data Streams",
   "description": "This cluster of papers focuses on the adaptation to concept drift in data streams, particularly in the context of ensemble learning, adaptive algorithms, and online learning. It addresses challenges such as change detection, class imbalance, and incremental learning in streaming data environments.",
   "keywords": [
     "Concept Drift",
     "Data Streams",
     "Ensemble Learning",
     "Adaptive Algorithms",
     "Online Learning",
     "Change Detection",
     "Class Imbalance",
     "Streaming Data",
     "Incremental Learning",
     "Ensemble Classifiers"
   ],
   "ids": {
     "openalex": "https://openalex.org/T12761",
     "wikipedia": "https://en.wikipedia.org/wiki/Concept_drift"
   },
   "subfield": {
     "id": "https://openalex.org/subfields/1702",
     "display_name": "Artificial Intelligence"
   },
   "field": {
     "id": "https://openalex.org/fields/17",
     "display_name": "Computer Science"
   },
   "domain": {
     "id": "https://openalex.org/domains/3",
     "display_name": "Physical Sciences"
   },
   "updated_date": "2024-04-15T05:19:03.336143",
   "created_date": "2024-01-23",
   "type": "topic",
   "oa_id": "T12761",
   "id": "https://openalex.org/T12761"
 }

}