Results 161 to 170 of about 5,397,718 (323)
EXPLOITING UNLABELED DATA IN CONCEPT DRIFT LEARNING
Jurnal Informatika, 2007 Learning unlabeled data in a drifting environment still receives little attention. This paper presents a concept tracker algorithm for learning concept drift that exploits unlabeled data.
Dwi Hendratmo Widyantoro
doaj
Roadmap of Concept Drift Adaptation in Data Stream Mining, Years Later
IEEE AccessAs machine learning models are increasingly applied to real-world scenarios, it is essential to consider the possibility of changes in the data distribution over time.
Osama A. Mahdi +5 more
doaj +1 more source
Driftage: a multi-agent system framework for concept drift detection. [PDF]
Gigascience, 2021 Vieira DM +3 more
europepmc +1 more source
Molecular Oncology, EarlyView.Pharmacologic ascorbate (vitamin C) increases ROS, disrupts cellular metabolism, and induces DNA damage in CRPC cells. These effects sensitize tumors to PARP inhibition, producing synergistic growth suppression with olaparib in vitro and significantly delayed tumor progression in vivo. Pyruvate rescue confirms ROS‐dependent activity.
Nicolas Gordon +13 more
wiley +1 more source
LDAcoop: Integrating non‐linear population dynamics into the analysis of clonogenic growth in vitro
Molecular Oncology, EarlyView.Limiting dilution assays (LDAs) quantify clonogenic growth by seeding serial dilutions of cells and scoring wells for colony formation. The fraction of negative wells is plotted against cells seeded and analyzed using the non‐linear modeling of LDAcoop.
Nikko Brix +13 more
wiley +1 more source
Cost-Sensitive Classification for Evolving Data Streams with Concept Drift and Class Imbalance. [PDF]
Comput Intell Neurosci, 2021 Sun Y, Li M, Li L, Shao H, Sun Y.
europepmc +1 more source
Plecstatin inhibits hepatocellular carcinoma tumorigenesis and invasion through cytolinker plectin
Molecular Oncology, EarlyView.The ruthenium‐based metallodrug plecstatin exerts its anticancer effect in hepatocellular carcinoma (HCC) primarily through selective targeting of plectin. By disrupting plectin‐mediated cytoskeletal organization, plecstatin inhibits anchorage‐dependent growth, cell polarization, and tumor cell dissemination.
Zuzana Outla +10 more
wiley +1 more source
Measuring the Effectiveness of Adaptive Random Forest for Handling Concept Drift in Big Data Streams. [PDF]
Entropy (Basel), 2021 AlQabbany AO, Azmi AM.
europepmc +1 more source
Molecular Oncology, EarlyView.Nanosecond infrared laser (NIRL) low‐volume sampling combined with shotgun lipidomics uncovers distinct lipidome alterations in oropharyngeal squamous cell carcinoma (OPSCC) of the palatine tonsil. Several lipid species consistently differentiate tumor from healthy tissue, highlighting their potential as diagnostic markers.
Leonard Kerkhoff +11 more
wiley +1 more source
Non Stationary Multi-Armed Bandit: Empirical Evaluation of a New Concept Drift-Aware Algorithm. [PDF]
Entropy (Basel), 2021 Cavenaghi E +3 more
europepmc +1 more source