Data-Drive-Based Machine Learning and Singular Spectrum Analysis to Identify Optical Patterns in Harsh Environments

Authors: Miranda-Vega, J.E., Flores-Fuentes, W., Sergiyenko, O., Rodriguez-Quinonez, J.C., Garcia-Gonzalez, W., Hernandez-Balbuena, D.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 24(14):22189-22196 Jul, 2024

Data processing method of photovoltaic power based on singular spectrum analysis

Authors: Zhang, Yu, Shi, Shanshan, Fang, Chen, Wang, Haojing, Wang, Yufei, Yang, Qixing

Source: 2020 5th Asia Conference on Power and Electrical Engineering (ACPEE) Power and Electrical Engineering (ACPEE), 2020 5th Asia Conference on. :234-240 Jun, 2020

Relation: 2020 5th Asia Conference on Power and Electrical Engineering (ACPEE)

HHLP-SSA: Enhanced Fault Diagnosis in Industrial Robots Using Hierarchical Hyper-Laplacian Prior and Singular Spectrum Analysis

Authors: Algburi, Riyadh Nazar Ali, Sultan Aljibori, Hakim S., Al-Huda, Zaid, Sowoud, Khalid M., Algabri, Redhwan, Al-Antari, Mugahed A.

Source: 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP) Artificial Intelligence and Data Processing Symposium (IDAP), 2024 8th International. :1-8 Sep, 2024

Relation: 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP)

Python Hyperspectral Analysis Tool (PyHat) user guide / by Ryan B. Anderson, Itiya P. Aneece, and Travis S.J. Gabriel.

Authors: Anderson, Ryan B., author

Subject Terms: Handbooks and manuals., Spectrum analysis -- Handbooks, manuals, etc. -- Computer programs, Spectrum analysis -- Handbooks, manuals, etc. -- Data processing -- Computer programs

Online Access: https://purl.fdlp.gov/GPO/gpo247934
https://pubs.usgs.gov/of/2025/1038/ofr20251038.pdf

Iterative Deblending of Simultaneous-Source Seismic Data via a Robust Singular Spectrum Analysis Filter

Authors: Lin, R., Bahia, B., Sacchi, M.D.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-10 2022

2D singular spectrum analysis for hydrological data processing

Authors: Korotchenko, Roman A., Kosheleva, Alexandra V. ^⁎

Source: In Regional Studies in Marine Science May 2020 37

An Autofocus Algorithm for TOPS Mode BP SAR Image Based on Spectrum Compression

Authors: Zhou, Shengwei, Li, Ning, Xing, Mengdao

Source: 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) Signal, Information and Data Processing (ICSIDP), 2024 IEEE International Conference on. :1-4 Nov, 2024

Relation: 2024 IEEE International Conference on Signal, Information and Data Processing (ICSIDP)

An Improved Method for Assessing Psycho-Emotional State Based on Analysis of Body's Functional Systems

Authors: Bodin, Oleg, Zhigachev, Vasiliy, Edemskiy, Mikhail

Source: 2025 IEEE 26th International Conference of Young Professionals in Electron Devices and Materials (EDM) Young Professionals in Electron Devices and Materials (EDM), 2025 IEEE 26th International Conference of. :1690-1693 Jun, 2025

Relation: 2025 IEEE 26th International Conference of Young Professionals in Electron Devices and Materials (EDM)

StreamFind: data processing workflows for qualification and quantification of biopharmaceutical drug products analyzed by size exclusion chromatography coupled to capillary-enhanced Raman spectroscopy.

Authors: Thissen J; Institut Für Umwelt & Energie, Technik & Analytik E.V. (IUTA), Bliersheimer Str. 58-60, 47229, Duisburg, Germany.; Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstr. 1, 40225, Düsseldorf, Germany., Klassen MD; Institut Für Umwelt & Energie, Technik & Analytik E.V. (IUTA), Bliersheimer Str. 58-60, 47229, Duisburg, Germany., Fischer B; Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstr. 1, 40225, Düsseldorf, Germany., Hacker MC; Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstr. 1, 40225, Düsseldorf, Germany., Breitkreutz J; Faculty of Mathematics and Natural Sciences, Institute of Pharmaceutics and Biopharmaceutics, Heinrich Heine University, Universitätsstr. 1, 40225, Düsseldorf, Germany., Teutenberg T; Institut Für Umwelt & Energie, Technik & Analytik E.V. (IUTA), Bliersheimer Str. 58-60, 47229, Duisburg, Germany., Cunha R; Institut Für Umwelt & Energie, Technik & Analytik E.V. (IUTA), Bliersheimer Str. 58-60, 47229, Duisburg, Germany. cunha@iuta.de.

Source: Analytical and bioanalytical chemistry [Anal Bioanal Chem] 2025 Aug; Vol. 417 (19), pp. 4469-4480. Date of Electronic Publication: 2025 Jun 26.

Publication Type: Journal Article

Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101134327 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1618-2650 (Electronic) Linking ISSN: 16182642 NLM ISO Abbreviation: Anal Bioanal Chem Subsets: MEDLINE

MeSH Terms: Spectrum Analysis, Raman*/methods , Chromatography, Gel*/methods , Antibodies, Monoclonal*/analysis , Biological Products*/analysis , Software*, Pharmaceutical Preparations/analysis ; Principal Component Analysis ; Workflow ; Least-Squares Analysis

SSA-Sparse MHD: Singular Spectrum Analysis Paired with Sparse Maximum Harmonics Deconvolution for Detecting Feeble Defect Signals in Industrial Robots

Authors: Algburi, Riyadh Nazar Ali, Aljibori, Hakim S. Sultan, Al-Huda, Zaid, Sowoud, Khalid M., Algabri, Redhwan, Al-Antari, Mugahed A.

Source: 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP) Artificial Intelligence and Data Processing Symposium (IDAP), 2024 8th International. :1-9 Sep, 2024

Relation: 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP)

Development of a retrospective processing and data aggregation platform for non-target screening of surface waters.

Authors: Jewell, Kevin S., Hermes, Nina, Prodöhl, Franziska, Lessmann, Ole, Dierkes, Georg, Ehlig, Björn, Schulze, Tobias, Winter, Eric, Wallis, Ronya Mona, Kronsbein, Anna Lena, Koschorreck, Jan, Wick, Arne

Source: Environmental Sciences Europe; 7/31/2026, Vol. 38 Issue 1, p1-16, 16p

Subject Terms: Water quality monitoring, Databases, Time series analysis, Analytical chemistry, Spectrum analysis, Information storage & retrieval systems, Data visualization, Water quality

Geographic Terms: Germany

Effect of Hyperspectral Data Compression on Data Pre-processing: Analysis of Reconstruction Error Propagation.

Authors: Kuester, Jannick, Gross, Wolfgang, Schreiner, Simon, Michel, Andreas, Sheikh, Jannik, Dare-Cullen, Joshua, Heizmann, Michael

Source: ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences; 2026, Vol. 11 Issue 3, p367-375, 9p

Subject Terms: Data compression, Error analysis in mathematics, Hyperspectral imaging systems, Calibration, Electronic data processing, Drone aircraft, Spectrum analysis

Using the stretched exponential function for automatic processing of time-domain induced polarization data and further interpretation.

Authors: Lévy, L, Che, H, Weller, A

Source: Geophysical Journal International; Apr2026, Vol. 245 Issue 1, p1-19, 19p

Subject Terms: Induced polarization, Spectrum analysis, Electronic data processing, Mathematical functions, Geophysics

Reviews & Products: MatLab (Computer software)

SERS-Based E-Tongue Data Analysis Methods: From Spectrum Preparation to Qualitative and Quantitative Modeling.

Authors: Yin P; School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China., Wu X; School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China., Xiao Y; School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China., Feng C; School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China., Wang X; School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.; Xi'an Intelligent Precision Diagnosis and Treatment International Science and Technology Cooperation Base, Xidian University, Xi'an, Shaanxi 710126, China., Klyuyev D; Institute of Life Sciences, Karaganda Medical University,Karaganda 100008, Kazakhstan., Wu Z; Department of Spine Surgery, Xi'an International Medical Center Hospital, Xi'an, Shaanxi 710000, China., Zhao Y; Department of Physics and Astronomy, Franklin College of Arts and Sciences, University of Georgia, Athens, Georgia 30602, United States., Hu B; School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China.; School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.; Xi'an Intelligent Precision Diagnosis and Treatment International Science and Technology Cooperation Base, Xidian University, Xi'an, Shaanxi 710126, China.

Source: ACS sensors [ACS Sens] 2026 Mar 27; Vol. 11 (3), pp. 1831-1859. Date of Electronic Publication: 2026 Mar 03.

Publication Type: Journal Article; Review

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101669031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2379-3694 (Electronic) Linking ISSN: 23793694 NLM ISO Abbreviation: ACS Sens Subsets: MEDLINE

MeSH Terms: Spectrum Analysis, Raman*/instrumentation , Spectrum Analysis, Raman*/methods , Electronic Nose*, Data Analysis ; Algorithms ; Machine Learning

Data‐Driven Automated Chemometric FTIR Analysis for Rapid Carbohydrate Quantification in Milk Powder: Validation Against Conventional Methods.

Authors: Lorena, Torres Armendáriz Neyba, Hugo, Ramos Sánchez Víctor, Eduardo, Orozco Mena Raúl, Samuel, Pérez Vega, Quintero Ramos, Armando, Johan, Mendoza Chacón, Iván, Salmerón

Source: Journal of Food Science (John Wiley & Sons, Inc.); Jun2026, Vol. 91 Issue 6, p1-13, 13p

Subject Terms: Fourier transform infrared spectroscopy, Chemometrics, Scientific method, Spectrum analysis, Dairy processing, Electronic data processing, Dried milk, Sugar analysis

Self-Noise Spectrum Analysis and Joint Noise Filtering for the Sea-Wing Underwater Glider Based on Experimental Data

Authors: Sun, J., Wang, J., Shi, Y., Hu, F., Wang, X., Yu, J., Zhang, A.

Source: IEEE Access Access, IEEE. 8:42960-42970 2020

The NEREA Python Package for Integral Experiment Analysis: A Fission Chamber Calibration Case Study.

Authors: Grimaldi, Federico, Di Croce, Federico, Krása, Antonin, Wagemans, Jan, Vittiglio, Guido

Source: EPJ Web of Conferences; 11/6/2025, Vol. 338, p1-8, 8p

Subject Terms: Nuclear reactors, Calibration, Electronic data processing, Spectrum analysis, Python programming language, Reactivity (Chemistry)

SAR Altimeter Data Processing and Airborne Experiment

Authors: Liu, Xiaonan, Wang, Kun, Sun, Hanwei, Lu, Yaobing

Source: 2021 CIE International Conference on Radar (Radar) Radar (Radar), 2021 CIE International Conference on. :535-538 Dec, 2021

Relation: 2021 CIE International Conference on Radar (Radar)

Electroencephalogram Processing Method for More Accurate Determination of Cognitive Process Indicators

Authors: Karmanov, Vitaliy S., Sapina, Elena A., Karmanova, Alla A., Kriveckiy, Andrey A.

Source: 2024 IEEE 25th International Conference of Young Professionals in Electron Devices and Materials (EDM) Young Professionals in Electron Devices and Materials (EDM), 2024 IEEE 25th International Conference of. :2280-2283 Jun, 2024

Relation: 2024 IEEE 25th International Conference of Young Professionals in Electron Devices and Materials (EDM)

Research on the Application of Machine Learning Big Data Mining Algorithms in Digital Signal Processing

Authors: Niu, Simin

Source: 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) Image Processing, Electronics and Computers (IPEC), 2021 IEEE Asia-Pacific Conference on. :776-779 Apr, 2021

Relation: 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC)