Search Results - "Data reduction"

Sample Selection Methods for Federated Continual Learning in a Time Series Context

Authors: Ickin, Selim Lan, Xiaoyu Angelova, Milena et al.

Source: IEEE Access. 13:189057-189073

Subject Terms: AI-native networks, AI/ML model lifecycle management, catastrophic forgetting, concept drift, Federated continual learning, future mobile networks, sample selection, time series data, Complex networks, Data aggregation, Data reduction, Federated learning, Information management, Learning systems, Life cycle, Mobile telecommunication systems, Reconfigurable hardware, Sampling, Spatio-temporal data, Time series, Time varying networks, AI-native network, AI/machine learning model lifecycle management, Concept drifts, Continual learning, Future mobile network, Lifecycle management, Machine learning models, Samples selection, Time-series data, Behavioral research, Digital storage

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-28916
https://doi.org/10.1109/ACCESS.2025.3628353

Data reduction procedure for an experimental method of measuring the velocity-coupled response function of solid propellants

Authors: Jarvis, William H. L.L. Narayanaswami W. P. Schimmel et al.

Subjects: Solid propellants., Data reduction Computer programs., Combustion Research Computer programs., Propergols solides., Data reduction Computer programs, Solid propellants

URL: https://commons.erau.edu/db-theses/101

Sufficient dimension reduction in the presence of controlling variable and missing multivariate response.

Authors: Xu, Hongxia Xu, Yanting Ling, Nengxiang et al.

Source: Communications in Statistics: Simulation & Computation. 2025, Vol. 54 Issue 7, p2525-2543. 19p.

Subject Terms: *STATISTICS, *STATISTICAL hypothesis testing, MISSING data (Statistics), DATA reduction, ASYMPTOTIC normality, DIMENSIONAL reduction algorithms

Data Thinning for Poisson Factor Models and its Applications.

Authors: Wang, Zhijing Xu, Peirong Zhao, Hongyu et al.

Source: Journal of the American Statistical Association. Aug2025, p1-14. 14p. 2 Illustrations.

Subject Terms: *REGRESSION analysis, *STATISTICS, DATA reduction, DIMENSIONAL reduction algorithms, POISSON regression, FACTOR analysis

Performance analysis and data reduction for exascale scientific workflows.

Authors: Kelly, Christopher Xu, Wei Pouchard, Line C et al.

Source: International Journal of High Performance Computing Applications. Jul2025, Vol. 39 Issue 4, p553-578. 26p.

Subject Terms: *SERVER farms (Computer network management), *DATA analysis, *SCALABILITY, *SUPERCOMPUTERS, DATA reduction

A simplification method for large-scale urban point clouds considering diversity of terrain object features.

Authors: Shen, Shen Wu, Yonghong Zhang, Hongwei et al.

Source: International Journal of Digital Earth. Dec2025, Vol. 18 Issue 1, p1-23. 23p.

Subject Terms: *POINT cloud, *DATA reduction, *OPTIMIZATION algorithms, *SMART cities, *METADATA, *LANDFORMS

Minimising data needs to support the safer design of multicomponent nanomaterials – Application of grouping.

Authors: Stone, Vicki Moschini, Elisa Murphy, Fiona et al.

Source: Materials Today. Nov2025, Vol. 90, p68-85. 18p.

Subject Terms: *SAFETY, *DATA reduction, *NANOCOMPOSITE materials, *CONDENSED matter, *CLASSIFICATION, *PATTERN recognition systems, *RISK assessment, *NANOSTRUCTURED materials

A Layered Entropy Model for Transparent Uncertainty Quantification in Medical AI: Advancing Trustworthy Decision Support in Small-Data Clinical Settings.

Authors: Bhattacharjee, Sandeep Biswas, Sanjib

Source: Information. Oct2025, Vol. 16 Issue 10, p875. 23p.

Subject Terms: *Decision support systems, *Data reduction, *Fuzzy systems, *Artificial intelligence, *Medical informatics, Entropy, Medical care, Risk assessment

A remedy for unusual SHELXL weighting schemes.

Authors: Parkin, Sean¹ s.parkin@uky.edu

Source: Acta Crystallographica Section E: Crystallographic Communications. Oct2025, Vol. 81 Issue 10, p882-888. 7p.

Subject Terms: *DATA reduction, *CRYSTALLOGRAPHY, *MOLECULAR structure, *CALIBRATION, *MATHEMATICAL statistics, *DIFFRACTOMETERS

Data Reduction Methodology for Dynamic Characteristic Extraction in Photoplethysmogram.

Authors: Sviridova, Nina Okazaki, Sora

Source: Sensors (14248220). Oct2025, Vol. 25 Issue 19, p6232. 28p.

Subject Terms: *PHOTOPLETHYSMOGRAPHY, *DATA reduction, *SIGNAL sampling, *PATIENT monitoring, *NONLINEAR analysis

SHAP as a Data Reduction Technique for Highly Imbalanced Big Data.

Authors: Hancock III, John T. Bauder, Richard A. Khoshgoftaar, Taghi M.

Source: International Journal on Artificial Intelligence Tools. Jun-Aug2025, Vol. 34 Issue 4/5, p1-27. 27p.

Subject Terms: *BIG data, DATA reduction, FEATURE selection, ANOMALY detection (Computer security), OUTLIER detection, MACHINE learning, DATA quality

Is This Normal? A New Projection Pursuit Index to Assess a Sample Against a Multivariate Null Distribution.

Authors: Calvi, Annalisa Laa, Ursula Cook, Dianne

Source: Journal of Computational & Graphical Statistics. Apr-Jun2025, Vol. 34 Issue 2, p771-777. 7p.

Subject Terms: *GAUSSIAN distribution, DATA reduction, CLIMATE change, CLINICAL trials, TOUR guides (Persons)

VCG signal compression based on singular value decomposition.

Authors: Mishra, Deepak Kumar, A.

Source: International Journal of Electronics Letters. Sep2025, Vol. 13 Issue 3, p280-290. 11p.

Subject Terms: *SINGULAR value decomposition, *DATA reduction, *HEART rate monitoring, *DATA transmission systems, *FEATURE extraction, *CARDIAC patients, *BIOTELEMETRY

A heuristic dataset reduction for green computing of photovoltaic power generation prediction.

Authors: Aravena-Cifuentes, Ana Paula Nuñez-Gonzalez, J. David Graña, Manuel

Source: Natural Computing. Sep2025, Vol. 24 Issue 3, p637-649. 13p.

Subject Terms: *PHOTOVOLTAIC power generation, *DATA reduction, *GREEN technology, *ECOLOGICAL impact, *ENERGY consumption, *HEURISTIC

Impact of Audio Delay and Quality in Network Music Performance †.

Authors: Tsioutas, Konstantinos Xylomenos, George Doumanis, Ioannis

Source: Future Internet. Aug2025, Vol. 17 Issue 8, p337. 20p.

Subject Terms: *Bandwidths, *Data reduction, 5G networks, Musical collaboration, Sound recording & reproducing, User experience

Data Reduction and Correction of Korea Pathfinder Lunar Orbiter (KPLO) Gamma‐Ray Spectrometer (KGRS).

Authors: Hong, Ik‐Seon Kim, Suyeon Kim, Kyeong Ja

Source: Earth & Space Science. Aug2025, Vol. 12 Issue 8, p1-15. 15p.

Subject Terms: *DATA reduction, *GAMMA ray spectrometer, *SCIENTIFIC method, *LUNAR exploration, *GALACTIC cosmic rays, *LUNAR orbit

Geographic Terms: SOUTH Korea

Fair overlap number of balls (Fair-ONB): an undersampling method for bias reduction based on data morphology.

Authors: Pascual-Triana, José Daniel Fernández, Alberto Novais, Paulo et al.

Source: Statistics. Aug2025, Vol. 59 Issue 4, p970-988. 19p.

Subject Terms: *ARTIFICIAL intelligence, *DATA reduction, *TRUST, *MACHINE learning, *DATA quality

A Novel Data Reduction Method for Arabic Online Handwriting Recognition on Mobile Devices.

Authors: Bougamouza, Fateh Hazmoune, Samira

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Aug2025, Vol. 50 Issue 15, p11821-11836. 16p.

Subject Terms: *DATA reduction, *HANDWRITING recognition (Computer science), *DEEP learning, *ELECTRONIC data processing, *MATHEMATICAL optimization, *MACHINE learning, *MOBILE apps

ICPMSDataCal-Py: a comprehensive solution for rapid and accurate LA-(MC)-ICP-MS data reduction.

Authors: Mao, Ji Liu, Yongsheng Zhang, Wen et al.

Source: JAAS (Journal of Analytical Atomic Spectrometry). Aug2025, Vol. 40 Issue 8, p1929-1939. 11p.

Subject Terms: *LASER ablation inductively coupled plasma mass spectrometry, *DATA reduction, *TESTING laboratories, *ISOTOPIC analysis, *CALIBRATION, *COMPUTER software, *ELECTRONIC data processing, *ANALYTICAL geochemistry

DESpeRo: Data reduction software for the Echelle Spectrograph Rozhen.

Authors: Georgiev, Stefan Moyseev, Miroslav Stoyanov, Kiril et al.

Source: Bulgarian Astronomical Journal. 2025, Vol. 43, p98-111. 14p.

Subject Terms: *DATA reduction, *AUTOMATION software, *WAVELENGTH measurement, *FREQUENCY spectra, *SPECTROGRAPHS