Search Results - "Data reduction"

Snow-Covered Filter-Enhanced Canopy Surface Points: A Lightweight and Efficient Framework for Individual Tree Segmentation from LiDAR Data.

Authors: Wang, Bin Xie, Guangqing Li, Ning et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1305. 32p.

Subjects: Forest management, Data reduction, Geospatial data, Computer performance

FPGA‐accelerated streaming data reduction achieving an average compression ratio over 8000 in a 17.4 kHz, 840 kpixel CITIUS detector for quasi‐elastic gamma‐ray scattering.

Authors: Nishino, Haruki Kobayashi, Masashi Hiraki, Toshiyuki Nishiyama et al.

Source: Journal of Synchrotron Radiation. May2026, Vol. 33 Issue 3, p609-616. 8p.

Subjects: Data reduction, Field programmable gate arrays, Quasielastic light scattering, Acquisition of data, Data compression, X-ray detection, Data analysis

Feature Down-Selection to Improve Supervised Classification by Machine Learning on Mass Spectrometry Imaging Data.

Authors: Miller, Braysen Chua, Aleesa E. Isom, Madeline et al.

Source: Molecules. Jun2026, Vol. 31 Issue 12, p2077. 15p.

Long-Term Categorization Capability Assessment of Semantically Reduced Concept Lattices.

Authors: Frtunić Gligorijević, Milena Bogdanović, Miloš Puflović, Darko et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5490, 25p

A streaming, certificate-based reduction for convex hull preservation in planar point sets.

Authors: Cadenas, Oswaldo¹ (AUTHOR) cadenaso@lsbu.ac.uk

Source: PLoS ONE. 5/19/2026, Vol. 21 Issue 5, p1-17. 17p.

Novel Design of Compact Data Learning Frameworks for Time-Series Forecasting.

Authors: Kim, Song-Kyoo¹ (AUTHOR)

Source: Axioms (2075-1680). May2026, Vol. 15 Issue 5, p357. 12p.

Improved Reliability of Photovoltaic Systems through Iterative Dataset and Feature Simplification.

Authors: S, Shiva Prakash M, Selvaraju G, Suresh et al.

Source: EPJ Web of Conferences. 4/16/2026, Vol. 363, p1-22. 22p.

Validation of the MERLIN Data Products by the Airborne Demonstrator CHARM-F.

Authors: Zechlau, Sabrina Ehret, Gerhard Fix, Andreas et al.

Source: EPJ Web of Conferences. 4/14/2026, Vol. 362, p1-4. 4p.

Experimental Assessment of a Non-Redundant Approach to Minimize Data in a Spherical NF-FF Transformation for Offset Mounted Elongated AUTs.

Authors: D'Agostino, Francesco Ferrara, Flaminio Gennarelli, Claudio et al.

Source: Applied Computational Electromagnetics Society Journal. Feb2026, Vol. 41 Issue 2, p128-136. 9p.

Subjects: Antennas (Electronics), Data reduction, Empirical research, Compressed sensing, Electromagnetic measurements

Topological Study of β -Sparsified d -Uniform Hypergraph-Based Simplicial Complexes.

Authors: Singh, Rohit P. Malott, Nicholas O. Rafeek, Raihan et al.

Source: Mathematics (2227-7390). Apr2026, Vol. 14 Issue 8, p1339. 27p.

KM-DBSCAN: an enhanced density and centroid based border detection framework for data reduction towards green AI.

Authors: AboElsaad, Mohamed Yasser Farouk, Mohamed Khater, Hatem A.

Source: Scientific Reports. 3/27/2026, Vol. 16 Issue 1, p1-27. 27p.

EVALUATION OF EDGEBASED DATA STREAM PROCESSING SCENARIOS IN INDUSTRIAL AUTOMATION SYSTEMS: DATA REDUCTION, LATENCY, AND RESOURCE UTILIZATION.

Authors: Krasnikov, Igor Halliamov, Kyrylo Lysachenko, Thor

Source: Eastern-European Journal of Enterprise Technologies; 2026, Vol. 3 Issue 2(141), p101-110, 10p

On the Budgeted Priority p-Median Problem in High-Dimensional Euclidean Spaces.

Authors: Zhang, Zhen Huang, Zi-Yun Tian, Zhi-Ping et al.

Source: Journal of the Operations Research Society of China. Mar2026, Vol. 14 Issue 1, p309-324. 16p.

Efficiency loss with binary pre-processing of continuous monitoring data.

Authors: Langner, Paula R. Juarez-Colunga, Elizabeth Marzec, Lucas N. et al.

Source: Statistics in Biosciences. Mar2026, Vol. 18 Issue 1, p176-191. 16p.

Speeding Up Sequential Markov Chain Monte Carlo Methods in the Context of Large Volumes of Data From Distributed Sensor Networks.

Authors: De Freitas, Allan Septier, François Mihaylova, Lyudmila et al.

Source: International Journal of Distributed Sensor Networks; 2/18/2026, Vol. 2026, p1-19, 19p

Novel Approach to Simultaneous Subsampling and Noise Filtering of Real-World SLAM-Acquired Point Clouds.

Authors: Boušek, Martin Štroner, Martin Váchová, Hana et al.

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 4, p1696, 27p

Efficient Model for Detecting Steel Surface Defects Utilizing Dual-Branch Feature Enhancement and Downsampling.

Authors: Lu, Quan Gong, Minsheng Yin, Linfei

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 3, p1181, 20p

NeuroGator: A Low-Power Gating System for Asynchronous BCI Based on LFP Brain State Estimation.

Authors: He, Benyuan Liu, Chunxiu Qi, Zhimei et al.

Source: Brain Sciences (2076-3425). Feb2026, Vol. 16 Issue 2, p141. 17p.

Linear-Region-Based Contour Tracking for Edge Images.

Authors: Huitrón-Ramírez, Erick Corona-Ramírez, Leonel G. Jiménez-Badillo, Diego

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 1, p509, 28p

Efficient Approximation of Leverage Scores in Two-Dimensional Autoregressive Models with Application to Image Anomaly Detection.

Authors: Huang, Junlie Kang, Xinlai Huang, Qiannan et al.

Source: Journal of Computational & Graphical Statistics; Jan-Mar2026, Vol. 35 Issue 1, p89-100, 12p