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Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-031-78495-8_28openalex-snapshot
Improving Sampling Methods for Fine-Tuning SentenceBERT in Text Streams
inferred← citeshttps://doi.org/10.1007/978-3-032-30494-0_19openalex-snapshot
A Method for Automating Iterative Machine Learning Model Retraining on Event Streams in Decision Support Systems
inferred← citeshttps://doi.org/10.1007/s10115-026-02814-1openalex-snapshot
A weakly supervised SMOTE-XGBoost framework with sliding-window monitoring for temporal sentiment drift detection
inferred← citeshttps://doi.org/10.1007/s10489-026-07520-7openalex-snapshot
DACD: a dynamic adaptive concept drift learning method for streaming data
inferred← citeshttps://doi.org/10.1016/j.inffus.2026.104336openalex-snapshot
Out-of-Distribution Generalization in Time Series: A Survey
inferred← citeshttps://doi.org/10.1016/j.ins.2026.123847openalex-snapshot
Adaptive online layer evolutionary network for dynamic data streams
inferred← citeshttps://doi.org/10.1016/j.jfds.2026.100199openalex-snapshot
Semantic drift in long-form financial disclosures in Portuguese
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.115247openalex-snapshot
ReDiST : A lightweight residual analysis framework for fast and accurate unsupervised drift detection in intelligent systems
inferred← citeshttps://doi.org/10.1038/s41598-025-23600-zopenalex-snapshot
Hybrid MLOps framework for automated lifecycle management of adaptive phishing detection models
inferred← citeshttps://doi.org/10.1093/ajeadv/uuag022openalex-snapshot
A Bayesian latent class analysis approach for assessing the accuracy of natural language processing models classifying topic and sentiment of public health–related social media content
inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825456openalex-snapshot
Is it Fine to Tune? Evaluating SentenceBERT Fine-tuning for Brazilian Portuguese Text Stream Classification
inferred← citeshttps://doi.org/10.1109/dtisd69661.2026.11668284openalex-snapshot
Recent Advances in Association Rule Mining for Big Data and Dynamic Environments
inferred← citeshttps://doi.org/10.1109/iscmi67495.2025.11358475openalex-snapshot
Adaptive GNN Maintenance using Reinforcement Learning for Robust Financial Fraud Detection
inferred← citeshttps://doi.org/10.1109/tce.2026.3672176openalex-snapshot
DEAL: Dynamic Ensemble Algorithm for Imbalanced Streaming Data in UAV-Assisted Consumer IoT
inferred← citeshttps://doi.org/10.1145/3746252.3760846openalex-snapshot
LLM-OFA: On-the-Fly Adaptation of Large Language Models to Address Temporal Drift Across Two Decades of News
inferred← citeshttps://doi.org/10.1145/3770855.3817994openalex-snapshot
Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams
inferred← citeshttps://doi.org/10.1145/3770855.3818313openalex-snapshot
Adaptive Ticket Routing through Retrieval-Augmented In-Context Learning from Analyst Behaviour at CERT-EU
inferred← citeshttps://doi.org/10.3390/electronics15071405openalex-snapshot
Big Data and Graph Deep Learning for Financial Decision Support from Social Networks: A Critical Review
inferred← citeshttps://doi.org/10.5753/stil.2025.37849openalex-snapshot
A Moving Target: Detecting Concept Drift in Brazilian Portuguese Fake News
inferred← citeshttps://doi.org/10.66144/2ro44y9openalex-snapshot
A Computational Approach to Discovering Emergent Hate Speech on Social Media
inferred← citeshttps://doi.org/10.71229/z7zrza79openalex-snapshot
An Adaptive Explainable Hybrid Data Mining Framework for Zero-Day Cyber Threat Detection Using Network Traffic Analysis
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