Showing 1 - 20 of 116,329

1

Transfer learning of high-dimensional features via attention-based embedding for Ni-based superalloys.
Gao, Jun ; Gao, Zhenhuan ; Fan, Xue ; et al.
Journal of Applied Physics. 7/14/2025, Vol. 138 Issue 2, p1-17. 17p.

MACHINE learning FEATURE selection MECHANICAL behavior of m... TRANSFER of training NICKEL alloys
Academic journal
2

Intrusion detection using machine learning and feature selection based on enhancing chernobyl disaster optimizer algorithm.
Shibly, Ibrahim AL ; Omari, Mahmoud
AIP Conference Proceedings. 2026, Vol. 3406 Issue 1, p1-9. 9p.

FEATURE selection METAHEURISTIC algorithms INTERNET security MALWARE RANDOM forest algorithms INTRUSION detection syst...
Conference
3

Classification of chest X-ray diseases using multi-layered neural network with feature selection based on AAPSO algorithm.
Al-Abadi, Laheeb ; Alhamad, Husam ; Shehab, Mohammad ; et al.
AIP Conference Proceedings. 2026, Vol. 3406 Issue 1, p1-9. 9p.

FEATURE selection ARTIFICIAL neural networ... CHEST X rays PARTICLE swarm optimizat... MACHINE learning NOSOLOGY
Conference
4

Improving fake instagram profiles detection by features reduction.
Bishtawi, Tariq ; Alnagdawi, Mohammad ; Alzubi, Reem
AIP Conference Proceedings. 2026, Vol. 3406 Issue 1, p1-7. 7p.

EXPECTATION-maximization... FEATURE selection DECISION trees SOCIAL media MACHINE learning CLASSIFICATION
Conference
5

Detecting malicious DNS queries in covert tunnels using recursive harmony search.
Alzabin, Lial Raja ; Alanazi, Faisal ; Al-Tarawneh, Omar Husain ; et al.
AIP Conference Proceedings. 2026, Vol. 3406 Issue 1, p1-10. 10p.

FEATURE selection RANDOM forest algorithms MACHINE learning COMPUTER network securit... INTRUSION detection syst...
Conference
6

A novel multi-estimator framework for sequential forward feature selection in cancer prediction.
Misra, Puneet ; Yadav, Arun Singh
AIP Conference Proceedings. 2026, Vol. 3398 Issue 1, p1-10. 10p.

FEATURE selection LOGISTIC regression anal... BREAST cancer MACHINE learning SAMPLING (Process) DISEASE risk factors
Conference
7

Investigations on CFS-S feature selection algorithm-based network traffic intrusion detection.
Selvaraju, P. ; Balasubramanian, V. ; Tamilselvi, L. ; et al.
AIP Conference Proceedings. 2026, Vol. 3345 Issue 1, p1-8. 8p.

FEATURE selection INTRUSION detection syst... 5G networks BIG data CLOUD computing COMPUTER network traffic
Conference
8

Phonon dispersion filter: A physics-inspired feature selection for machine learning potentials.
Xu, Tianyan ; Xue, Yixuan ; Park, Harold S. ; et al.
Journal of Applied Physics. 3/21/2025, Vol. 137 Issue 11, p1-11. 11p.

FEATURE selection MACHINE learning POTENTIAL functions PHONONS SMOOTHNESS of functions
Academic journal
9

Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics.
Pengmei, Zihan ; Lorpaiboon, Chatipat ; Guo, Spencer C. ; et al.
Journal of Chemical Physics. 1/28/2025, Vol. 162 Issue 4, p1-12. 12p.

GRAPH neural networks FEATURE selection PROTEIN fractionation MOLECULAR conformation MOLECULAR graphs
Academic journal
10

Enhancing Student Dropout Prediction in Educational Data Mining Using Sparse Feedback Based Deep Residual Network With Xception and Optimised Feature Selection.
Fan, Tingting
European Journal of Education. Mar2026, Vol. 61 Issue 1, p1-13. 13p.

FEATURE selection DEEP learning ARTIFICIAL neural networ... OPTIMIZATION algorithms DATA mining SCHOOL dropouts
Academic journal
11

Variable selection via thresholding.
Ho, Ka Long Keith ; Nguyen, Hien Duy
Scandinavian Journal of Statistics. Mar2026, Vol. 53 Issue 1, p207-237. 31p.

THRESHOLDING algorithms FEATURE selection SIMULATION methods & mod... INFERENTIAL statistics REGRESSION analysis ASYMPTOTIC normality
Academic journal
12

Mixed smoothly clipped absolute deviation estimator for stochastic restricted regression models.
Jin, Qinqin ; Liao, Tianzi ; Peng, Wei ; et al.
Communications in Statistics: Theory & Methods. 2026, Vol. 55 Issue 5, p1477-1491. 15p.

REGRESSION analysis FEATURE selection STOCHASTIC models
Academic journal
13

On the significance test of negative binomial regression model.
Liu, Junrong ; Ji, Liuxiang
Communications in Statistics: Theory & Methods. 2026, Vol. 55 Issue 5, p1388-1405. 18p.

FEATURE selection FORECASTING STATISTICAL reliability STATISTICAL hypothesis t... STATISTICS STATISTICAL models
Academic journal
14

Adaptive Hybrid Information Gain and Autoencoder-Based Feature Selection with Ensemble Recurrent Extreme Learning Machine for Enhanced Network Intrusion Detection Systems.
Shwaysh, Mustafa Muslih ; Hussain, Abadal-Salam T. ; Salih, Sinan Q. ; et al.
Journal of Network & Systems Management. Mar2026, Vol. 34 Issue 1, p1-30. 30p.

INTRUSION detection syst... FEATURE selection DENIAL of service attack... ENSEMBLE learning CYBERTERRORISM AUTOENCODERS
Academic journal
15

Machine learning prediction of metabolic-associated fatty liver disease in type 2 diabetes: Emphasizing data imputation and feature selection.
Khosravi, Zahra ; Barzinpour, Farnaz ; Rabizadeh, Soghra ; et al.
PLoS ONE. 2/24/2026, Vol. 21 Issue 2, p1-19. 19p.

MACHINE learning FEATURE selection TYPE 2 diabetes BIOMARKERS FATTY liver MULTIPLE imputation (Sta...
Academic journal
16

UniMR: A Plug‐and‐Play Framework of Automated Molecular Recognition for Scanning Tunneling Microscopy.
Cao, Ziqiang ; Zhang, Lingyin ; Wu, Bingzheng ; et al.
Advanced Science. 2/23/2026, Vol. 13 Issue 11, p1-10. 10p.

SCANNING tunneling micro... FEATURE selection SURFACE chemistry COMPUTER vision GAUSSIAN mixture models SINGLE molecule detectio...
Academic journal
17

High-dimensional Statistical Inference and Variable Selection Using Sufficient Dimension Association.
Ye, Shangyuan ; Rakshe, Shauna ; Liang, Ye
Journal of the American Statistical Association. Feb2026, p1-24. 24p. 2 Illustrations.

FEATURE selection STATISTICAL association MULTIVARIATE analysis INFERENTIAL statistics FALSE discovery rate NONLINEAR statistical mo...
Academic journal
18

FDR control in feature screening for ultrahigh-dimensional right-censored data via data-driven threshold selection.
Zhang, Jing ; Cui, Hengjian
Journal of Computational & Graphical Statistics. Feb2026, p1-23. 23p. 2 Illustrations.

FALSE discovery rate FEATURE selection CENSORING (Statistics) SURVIVAL analysis (Biome... INDIVIDUALIZED medicine THRESHOLDING algorithms
Academic journal
19

Two Bayesian variable screening procedures.
Zhao, Bojuan Barbara
Communications in Statistics: Theory & Methods. 2026, Vol. 55 Issue 4, p1176-1188. 13p.

BAYESIAN analysis FEATURE selection STATISTICAL models MULTICOLLINEARITY MODEL validation BIG data
Academic journal
20

CiCLoDS: Joint cell clustering and gene selection for single-cell spatial transcriptomics.
Wang, Nuozhou ; He, Yimeng ; Ray, Edward ; et al.
Scientific Reports. 2/9/2026, Vol. 16 Issue 1, p1-12. 12p.

FEATURE selection SPATIAL transcriptomics CLUSTERING algorithms BIOINFORMATICS DATA analysis QUANTITATIVE research
Academic journal

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