• Suche: "Classification Algorithms"

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CORRECTING MEASUREMENT ERROR IN REGRESSION MODELS WITH VARIABLES CONSTRUCTED FROM AGGREGATED OUTPUT OF DATA MINING MODELS.
Mengke Qiao ; Ke-Wei Huang
MIS Quarterly. Mar2025, Vol. 49 Issue 1, p29-60. 32p. 11 Charts, 10 Graphs.

Data mining Regression analysis Classification algorithm... Measurement errors Errors-in-variables mode... Central limit theorem …
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2

Stochastic Neighbourhood Components Analysis.
Laidler, Graham ; Morgan, Lucy E. ; Pavlidis, Nicos G. ; et al.
INFORMS Journal on Data Science. Jul-Sep2025, Vol. 4 Issue 3, p248-264. 17p.

Data mining Stochastic processes Simulation methods & mod... Recommender systems Classification algorithm... Sensor networks
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3

New classification method of nonstandard parts for CNC selection based on machine learning and geometric analysis.
Shi, Peng ; Tong, Xiaomeng ; Xu, Yunhong ; et al.
Journal of Intelligent Manufacturing. Jan2026, Vol. 37 Issue 1, p257-280. 24p.

Manufacturing process au... Machine learning Classification algorithm... Numerical control of mac... Geometric analysis Machine parts …
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4

Evaluating ESCO skill classifiers.
Marconi, Gabriele ; Baer, Inès ; Da Silveira, Marcos ; et al.
Statistical Journal of the IAOS. Dec2025, Vol. 41 Issue 4, p1038-1057. 20p.

Statistical sampling Skilled labor Industrial psychology Job advertising Evaluation methodology Classification algorithm...
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5

Nonparallel Quadratic Surfaces Support Vector Machine for Binary Classification.
Zhang, Jiaxuan ; Wang, Gang ; Liu, Jie
Asia-Pacific Journal of Operational Research. Feb2026, Vol. 43 Issue 1, p1-25. 25p.

Scalability Support vector machines Classification algorithm... Computer performance Quadrics
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6

Software Aging Defect Prediction Using Novel Oversampling Technique in Cloud Oriented Softwares.
Kaur, Harguneet ; Kaur, Arvinder
International Journal of Reliability, Quality & Safety Engineering. Dec2025, p1. 32p.

Software reliability Failure analysis Cloud computing Classification algorithm... Feature selection Software failures …
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7

Prototype-Neighbor Networks with task-specific enhanced meta-learning for few-shot classification.
Jiang Z ; Feng Z ; Niu B
Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Datasets as Topic Reproducibility of Resul... Image Interpretation, Co... Image Processing, Comput... Humans Animals …
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8

Enhancing Relief Feature Selection via Uncertainty Sampling in Active Learning.
Elokri, Chourouk ; Ouaderhman, Tayeb ; Chamlal, Hasna
Ingénierie des Systèmes d'Information. Sep2025, Vol. 30 Issue 9, p2339-2346. 8p.

Statistical sampling Active learning Classification algorithm... Data reduction Acquisition of data Dimensional reduction al...
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9

A game-theory-based method for retraining-free semantic enhancement in classification correction.
Hu, Lei ; Xia, Yuhang ; Hou, Jingrui ; et al.
Enterprise Information Systems. Nov2025, Vol. 19 Issue 11, p1-27. 27p.

Game theory Classification algorithm... Classification
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10

Classification algorithms and social outcomes.
Penn, Elizabeth Maggie ; Patty, John W.
American Journal of Political Science (John Wiley & Sons, Inc.). Sep2025, p1. 18p. 3 Illustrations.

Social impact Decision making Classification algorithm... Social justice Residential segregation
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11

Analysis of imbalanced data using cost-sensitive learning.
Kim, Sojin ; Song, Jongwoo
Communications in Statistics: Theory & Methods. 2025, Vol. 54 Issue 22, p7286-7300. 15p.

Cost Classification algorithm... Statistical accuracy Machine learning
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12

Multi-resolution subsampling for linear classification with massive data.
Chen, Haolin ; Dette, Holger ; Yu, Jun
Journal of the Royal Statistical Society: Series B (Statistical Methodology). Sep2025, Vol. 87 Issue 4, p1260-1280. 21p.

Big data Classification algorithm... Fisher discriminant anal... Metadata Optimization algorithms Statistics methodology …
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13

On the Use of Elbow Plot Method for Class Enumeration in Factor Mixture Models.
Sen, Sedat ; Cohen, Allan S.
Applied Psychological Measurement. Oct2025, Vol. 49 Issue 7, p379-395. 17p.

Mathematical statistics Simulation methods & mod... Cluster analysis (Statis... Finite mixture models (S... Classification algorithm... Statistical models
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14

一种面向星载的遥感图像场景分类域泛化算法.
杜安安 ; 周 晴
Telecommunication Engineering. 9/28/2025, Vol. 65 Issue 9, p1404-1412. 9p.

Algorithms Image recognition (Compu... Classification algorithm... Remote sensing Generalization
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15

Enhancing Link Prediction Through Graph Attention Network and Linear Discriminant Analysis.
Ziya, Fatima ; Kumar, Sanjay
Expert Systems. Oct2025, Vol. 42 Issue 10, p1-18. 18p.

Graph neural networks Classification algorithm... Communication network an... Graph connectivity Representations of graph... Social network analysis …
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16

Anticipative Bayesian classification for data streams with verification latency.
Hofer, Vera ; Krempl, Georg ; Lang, Dominik
Journal of Applied Statistics. Nov2024, Vol. 51 Issue 14, p2812-2831. 20p.

Streaming video & televi... Classification algorithm... Extrapolation Prediction models Classification
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17

A method for optimizing text preprocessing and text classification using multiple cycles of learning with an application on shipbrokers emails.
Papageorgiou, Grigorios ; Economou, Polychronis ; Bersimis, Sotirios
Journal of Applied Statistics. Oct2024, Vol. 51 Issue 13, p2592-2626. 35p.

Classification algorithm... Machine performance Machine learning Classification Acronyms
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18

Evaluating Eye Tracking Signal Quality with Real-time Gaze Interaction Simulation: A Study Using an Offline Dataset
Raju, Mehedi Hasan ; Aziz, Samantha ; Proulx, Michael J ; et al.
Proceedings of the 2025 Symposium on Eye Tracking Research and Applications. :1-11

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19

Optimizing human resources' selection criteria and classification algorithms' parameters in Greek public sector. A meta-analysis.
PAMPOUKTSI, Panagiota ; SIDIROPOULOU, Natalia ; AVLONITIS, Markos ; et al.
Journal of HRM. 2025, Vol. 28 Issue 2, p55-66. 12p.

Public sector Labor mobility Mathematical optimizatio... Human resources departme... Machine learning Classification algorithm... …
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20

Construction of motion phase classification algorithm using ankle joint physical signals.
Matsumoto, Tatsuhiko ; Kano, Yutaka
Intelligent Data Analysis. Jul2025, Vol. 29 Issue 4, p927-943. 17p.

Markov processes Ankle joint Classification algorithm... Motion detectors Medical rehabilitation
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