WeTICA: A directed search weighted ensemble based enhanced sampling method to estimate rare event kinetics in a reduced dimensional space.

Authors: Mitra, Sudipta¹ (AUTHOR), Biswas, Ranjit¹ (AUTHOR), Chakrabarty, Suman¹ (AUTHOR) sumanc@bose.res.in

Source: Journal of Chemical Physics. 1/21/2025, Vol. 162 Issue 3, p1-11. 11p.

Subject Terms: *INDEPENDENT component analysis, *METASTABLE states, *G proteins, *MOLECULAR kinetics, *VALUES (Ethics)

Hongtang Bridge Expansion Joints InSAR Deformation Monitoring with Advanced Phase Unwrapping and Mixed Total Least Squares in Fuzhou China.

Authors: Wang, Baohang¹ (AUTHOR) wangbaohang@mju.edu.cn, Zhu, Wu^2,3 (AUTHOR) cyzhao@chd.edu.cn, Zhao, Chaoying³ (AUTHOR) 2020226022@chd.edu.cn, Yan, Bojie¹ (AUTHOR) bnunercita@163.com, Liu, Xiaojie⁴ (AUTHOR) xiaojie_liu_cd@163.com, Li, Guangrong³ (AUTHOR), Li, Wenhong⁵ (AUTHOR) liwenhong01@mail.cgs.gov.cn, Yang, Liye⁶ (AUTHOR) yangliye@chd.edu.cn

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 1, p144. 18p.

Subject Terms: *INDEPENDENT component analysis, *SYNTHETIC aperture radar, *RADAR interferometry, *LEAST squares, *EXPANSION & contraction of concrete

A wavelet transform: Research on noise reduction of music signals.

Authors: Zhu, Jie¹ (AUTHOR) zhujjiez@hotmail.com, Gao, Chan² (AUTHOR), Liu, Heng³ (AUTHOR)

Source: Noise & Vibration Worldwide. Jan2025, Vol. 56 Issue 1/2, p120-125. 6p.

Subject Terms: *WAVELET transforms, *INDEPENDENT component analysis, *NOISE control, *WAVELETS (Mathematics), *TIME-frequency analysis

Fast approximation of matrix exponential and its application to independent component analysis problem.

Authors: Mika, Dariusz¹, dmika@panschelm.edu.pl, Józwik, Jerzy², Leccese, Fabio³, Ruggiero, Alessandro⁴

Source: Advances in Science & Technology Research Journal; 2025, Vol. 19 Issue 3, p350-361, 12p

Uncovering population contributions to the extracellular potential in the mouse visual system using Laminar Population Analysis.

Authors: Rimehaug, Atle E.¹ (AUTHOR) atle.rimehaug@gmail.com, Dale, Anders M.² (AUTHOR), Arkhipov, Anton³ (AUTHOR), Einevoll, Gaute T.^4,5 (AUTHOR) gaute.einevoll@nmbu.no

Source: PLoS Computational Biology. 12/12/2024, Vol. 20 Issue 12, p1-39. 39p.

Subject Terms: *LATERAL geniculate body, *INDEPENDENT component analysis, *NEURAL pathways, *PRINCIPAL components analysis, *DECOMPOSITION method

Thermal Patterns at the Campi Flegrei Caldera Inferred from Satellite Data and Independent Component Analysis.

Authors: Mercogliano, Francesco^1,2,3 (AUTHOR) castaldo.r@irea.cnr.it, Barone, Andrea^2,3 (AUTHOR) barone.a@irea.cnr.it, D'Auria, Luca⁴ (AUTHOR) ldauria@iter.es, Castaldo, Raffaele^2,3 (AUTHOR), Silvestri, Malvina⁵ (AUTHOR) malvina.silvestri@ingv.it, Bellucci Sessa, Eliana⁶ (AUTHOR) eliana.bellucci@ingv.it, Caputo, Teresa⁶ (AUTHOR) teresa.caputo@ingv.it, Stroppiana, Daniela⁷ (AUTHOR) stroppiana.d@irea.cnr.it, Caliro, Stefano⁶ (AUTHOR) stefano.caliro@ingv.it, Minopoli, Carmine⁶ (AUTHOR) carmine.minopoli@ingv.it, Avino, Rosario⁶ (AUTHOR) rosario.avino@ingv.it, Tizzani, Pietro^2,3 (AUTHOR)

Source: Remote Sensing. Dec2024, Vol. 16 Issue 23, p4615. 18p.

Subject Terms: *INDEPENDENT component analysis, *LAND surface temperature, *REMOTE-sensing images, *CALDERAS, *TEMPERATURE distribution

An Identification Method for Road Hypnosis Based on the Fusion of Human Life Parameters.

Authors: Wang, Bin¹ (AUTHOR) wangbin@mails.qust.edu.cn, Wang, Jingheng² (AUTHOR) wang.14053@osu.edu, Wang, Xiaoyuan¹ (AUTHOR) chenlongfei@mails.qust.edu.cn, Chen, Longfei¹ (AUTHOR) jiaochenyang@mails.qust.edu.cn, Jiao, Chenyang¹ (AUTHOR) zhanghan@mails.qust.edu.cn, Zhang, Han¹ (AUTHOR) yiliu@mails.qust.edu.cn, Liu, Yi¹ (AUTHOR)

Source: Sensors (14248220). Dec2024, Vol. 24 Issue 23, p7529. 24p.

Subject Terms: *INDEPENDENT component analysis, *PRINCIPAL components analysis, *HYPNOTISM, *EYE movements, *MOTOR vehicle driving

Proposing a Novel Method in Diagnosing Power Transformer Failures Based on the Analysis of Morphological Components.

Authors: ZamanVaziri, Amir¹, amir_zamnvaziri@yahoo.com, Emadi, Mehran¹, emadi.mehran49@gmail.com

Source: Majlesi Journal of Telecommunication Devices; Dec2024, Vol. 13 Issue 4, p207-218, 12p

Underutilized Feature Extraction Methods for Burn Severity Mapping: A Comprehensive Evaluation.

Authors: Nguyen Van, Linh¹ (AUTHOR), Lee, Giha¹ (AUTHOR) leegiha@knu.ac.kr

Source: Remote Sensing. Nov2024, Vol. 16 Issue 22, p4339. 24p.

Subject Terms: *FISHER discriminant analysis, *INDEPENDENT component analysis, *SINGULAR value decomposition, *GREEN infrastructure, *FEATURE extraction

Multimodal Operation Data Mining for Grid Operation Violation Risk Prediction.

Authors: Meng, Lingwen¹ (AUTHOR) menglw000@163.com, Zhong, Jingliang¹ (AUTHOR) 13985469075@139.com, Luo, Shasha¹ (AUTHOR) luoshasha931@163.com, Zhu, Xinshan² (AUTHOR) xszhu@tju.edu.cn, Wang, Yulin² (AUTHOR) yulin_2000@tju.edu.cn, Zhang, Shumei² (AUTHOR) shumeizhang@tju.edu.cn

Source: Energies (19961073). Nov2024, Vol. 17 Issue 21, p5424. 15p.

Subject Terms: *INDEPENDENT component analysis, *ELECTRIC power distribution grids, *DISEASE risk factors, *RANDOM forest algorithms, *INDEPENDENT system operators

Combining Remote Sensing Data and Geochemical Properties of Ultramafics to Explore Chromite Ore Deposits in East Oltu Erzurum, Turkey.

Authors: El-Raouf, Amr Abd¹ (AUTHOR) ammohammed@science.zu.edu.eg, Doğru, Fikret² (AUTHOR) fikretdogru@atauni.edu.tr, Bilici, Özgür³ (AUTHOR) ozgurbilici@atauni.edu.tr, Azab, Islam⁴ (AUTHOR) islam_nma2010@yahoo.com, Taşci, Sait² (AUTHOR) saittasci@atauni.edu.tr, Jiang, Lincheng⁵ (AUTHOR) jianglc@mail.xhu.edu.cn, Abdelrahman, Kamal⁶ (AUTHOR) khassanein@ksu.edu.sa, Fnais, Mohammed S.⁶ (AUTHOR) mfnais@ksu.edu.sa, Amer, Omar¹ (AUTHOR)

Source: Minerals (2075-163X). Nov2024, Vol. 14 Issue 11, p1116. 18p.

Subject Terms: *INDEPENDENT component analysis, *REMOTE sensing, *ORE deposits, *PRINCIPAL components analysis, *ANALYTICAL geochemistry, *CHROMITE

Geographic Terms: TURKEY

iModulonMiner and PyModulon: Software for unsupervised mining of gene expression compendia.

Authors: Sastry, Anand V.¹ (AUTHOR), Yuan, Yuan¹ (AUTHOR), Poudel, Saugat¹ (AUTHOR), Rychel, Kevin¹ (AUTHOR), Yoo, Reo¹ (AUTHOR), Lamoureux, Cameron R.¹ (AUTHOR), Li, Gaoyuan¹ (AUTHOR), Burrows, Joshua T.¹ (AUTHOR), Chauhan, Siddharth¹ (AUTHOR), Haiman, Zachary B.¹ (AUTHOR), Al Bulushi, Tahani¹ (AUTHOR), Seif, Yara¹ (AUTHOR), Palsson, Bernhard O.^1,2,3,4 (AUTHOR), Zielinski, Daniel C.¹ (AUTHOR) dczielin@ucsd.edu

Source: PLoS Computational Biology. 10/23/2024, Vol. 20 Issue 10, p1-15. 15p.

Subject Terms: *INDEPENDENT component analysis, *GENE regulatory networks, *GENE expression, *TRANSCRIPTION factors, *RNA polymerases

Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features.

Authors: Aziz, Sumair¹ (AUTHOR) sumair.aziz@canberra.edu.au, Khan, Muhammad Umar¹ (AUTHOR) raul.fernandezrojas@canberra.edu.au, Iqtidar, Khushbakht² (AUTHOR) khushbakht.iqtidar18@ce.ceme.edu.pk, Fernandez-Rojas, Raul¹ (AUTHOR)

Source: Sensors (14248220). Oct2024, Vol. 24 Issue 20, p6508. 20p.

Subject Terms: *INDEPENDENT component analysis, *CEPSTRUM analysis (Mechanics), *DIAGNOSIS methods, *FEATURE extraction, *MACHINE learning, *ELECTROENCEPHALOGRAPHY, *FEATURE selection

Transforming Motor Imagery Analysis: A Novel EEG Classification Framework Using AtSiftNet Method.

Authors: Xu, Haiqin¹ (AUTHOR) chuyi809@nuaa.edu.cn, Haider, Waseem² (AUTHOR) waseemhaider@mail.nwpu.edu.cn, Aziz, Muhammad Zulkifal² (AUTHOR) zulkifalaziz@mail.nwpu.edu.cn, Sun, Youchao¹ (AUTHOR) sunyc@nuaa.edu.cn, Yu, Xiaojun² (AUTHOR) xjyu@nwpu.edu.cn

Source: Sensors (14248220). Oct2024, Vol. 24 Issue 19, p6466. 32p.

Subject Terms: *INDEPENDENT component analysis, *MOTOR imagery (Cognition), *FEATURE selection, *PRINCIPAL components analysis, *FEATURE extraction

Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network.

Authors: Zhou, Hanting¹, Chen, Wenhe^1,2, Liu, Jing^3,4, Cheng, Longsheng¹, cheng_longsheng@njust.edu.cn, Xia, Min², m.xia3@lancaster.ac.uk

Source: Journal of Intelligent Manufacturing; Oct2024, Vol. 35 Issue 7, p3523-3542, 20p

A Novel Data Fusion Method to Estimate Bridge Acceleration with Surrogate Inclination Mode Shapes through Independent Component Analysis.

Authors: Lu, Xuzhao^1,2, luxuzhao_1992@tongji.edu.cn, Wei, Chenxi^1,2, xichen@tongji.edu.cn, Sun, Limin^1,2, lmsun@tongji.edu.cnyxia@tongji.edu.cn, Xia, Ye^1,2, Zhang, Wei^3,4, fjjkyzw@163.com

Source: Applied Sciences (2076-3417); Sep2024, Vol. 14 Issue 18, p8556, 23p

Accurate Deformation Retrieval of the 2023 Turkey–Syria Earthquakes Using Multi-Track InSAR Data and a Spatio-Temporal Correlation Analysis with the ICA Method.

Authors: Liu, Yuhao^1,2 (AUTHOR) liuyh_594@163.com, Wu, Songbo³ (AUTHOR) song.bo.wu@connect.polyu.hk, Zhang, Bochen^1,2 (AUTHOR) bochen.zh@gmail.com, Xiong, Siting⁴ (AUTHOR) xiongsiting@gml.ac.cn, Wang, Chisheng^1,5 (AUTHOR)

Source: Remote Sensing. Sep2024, Vol. 16 Issue 17, p3139. 17p.

Subject Terms: *KAHRAMANMARAS Earthquake, Turkey & Syria, 2023, *INDEPENDENT component analysis, *TIME series analysis, *RADAR interferometry, *STATISTICAL correlation

Geographic Terms: TURKEY

Analysis of the Spatial Distribution and Common Mode Error Correlation in a Small-Scale GNSS Network.

Authors: Li, Aiguo¹ (AUTHOR) lag18@126.com, Wang, Yifan¹ (AUTHOR) 212204010027@home.hpu.edu.cn, Guo, Min¹ (AUTHOR)

Source: Sensors (14248220). Sep2024, Vol. 24 Issue 17, p5731. 13p.

Subject Terms: *INDEPENDENT component analysis, *TIME series analysis, *GLOBAL Positioning System, *SIGNAL filtering, *STATISTICAL correlation

Fusion of PCA and ICA in Statistical Subset Analysis for Speech Emotion Recognition.

Authors: Kingeski, Rafael¹ (AUTHOR) rafael.kingeski@udesc.br, Henning, Elisa² (AUTHOR) elisa.henning@udesc.br, Paterno, Aleksander S.¹ (AUTHOR) rafael.kingeski@udesc.br

Source: Sensors (14248220). Sep2024, Vol. 24 Issue 17, p5704. 17p.

Subject Terms: *EMOTION recognition, *INDEPENDENT component analysis, *PRINCIPAL components analysis, *FEATURE selection, *DATABASES

Cloud Segmentation, Validation of Weather Data, and Precipitation Prediction Using Machine Learning Algorithms.

Authors: Rajendiran, Nagaraj¹ nagarajsrin@gmail.com, Sebastian, Sruthy¹, Kumar, Lakshmi Sutha¹

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Sep2024, Vol. 49 Issue 9, p12259-12289. 31p.

Subject Terms: *MACHINE learning, *INDEPENDENT component analysis, *NATURAL disasters, *WEATHER, *SUPPORT vector machines, *NATURAL resources, *RAIN gauges