Data Clustering via Dimension Reduction and Algorithm Aggregation
, 2008 We focus on the problem of clustering large textual data sets. We present 3 well-known clustering algorithms and suggest enhancements involving dimension reduction.
Race, Shaina L
core
Differing associations with childhood outcomes using behavioural patterns derived from three data reduction techniques. [PDF]
Int J Epidemiol, 2023 D'Souza NJ +4 more
europepmc +1 more source
Ligand‐dependent transcriptional heterogeneity in cell cycle gene expression delays G1/S entry
FEBS Letters, EarlyView.EGF and HRG induce distinct G1/S progression programs in ErbB2‐amplified BT474 breast cancer cells. Despite activating the potent ErbB2–ErbB3 heterodimer, HRG does not accelerate cell‐cycle entry. Instead, EGF promotes earlier restriction‐point passage via ERK–FOS signaling, whereas HRG activates the AKT–MYC axis, driving transcriptional heterogeneity ...
Ririn Rahmala Febri +5 more
wiley +1 more source
Anomaly-based data reduction for energy-efficient edge computing in IoT with LoRa. [PDF]
Sci RepKaradas F, Usanmaz B.
europepmc +1 more source
Emerging experimental and computational methods for studying redox‐regulated structural transitions
FEBS Letters, EarlyView.Redox reactions can reshape proteins and alter how they behave in cells, with important consequences for health and disease. This review explores emerging experimental and computational approaches for discovering these redox‐sensitive protein switches, revealing their structural effects, and predicting their behavior, opening new opportunities to ...
Tasneem Rass +2 more
wiley +1 more source
Edge CA-CFAR Data Reduction for Bandwidth-Efficient Real-Time Wideband Spectrum Sensing on Low-Cost SDRs. [PDF]
Sensors (Basel)Bae Y, Lee H, Park H, Jang WH, Jang BJ.
europepmc +1 more source
Data Reduction in Phase-Sensitive OTDR with Ultra-Low Sampling Resolution and Undersampling Techniques. [PDF]
Sensors (Basel), 2022 Yu F +6 more
europepmc +1 more source
Synergistic perspectives—How single‐molecule biophysics complement biochemical understanding
FEBS Letters, EarlyView.In this review, we discuss how ensemble biochemistry and single‐molecule approaches are complementary, outline commonly used single‐molecule techniques, and illustrate their relevance through two representative case studies: chromatin organization by SMC complexes and pathway choice during DNA double‐strand break repair.
Sara De Bragança +2 more
wiley +1 more source
Exchange rate policy and poverty reduction
, 2005 The objective of this chapter is to evaluate the theoretical debate on the choice of an exchange rate regime in light of the empirical evidence with a view to suggesting appropriate exchange rate regimes that are conducive for poverty reduction.
Chowdhury, Anis
core
MIDAS: a methodological framework for high-speed high-energy diffraction microscopy data reduction. Part I: methodology. [PDF]
Acta Crystallogr A Found AdvSharma H, Park JS, Kenesei P.
europepmc +1 more source