Search Results - "Classification algorithms"

Evaluating the Cyclical Hybrid Imputation Technique (CHIT) under MCAR, MAR, and MNAR missing data mechanisms: Evidence from health datasets.

Authors: Kotan K Kırışoğlu S

Source: PloS one [PLoS One] 2026 Sep 29; Vol. 21 (9), pp. e0359577. Date of Electronic Publication: 2026 Sep 29 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Rare-Disease Diagnosis on the ZebraMap Multimodal Case Report Dataset: A Hybrid Pipeline with Grounded Explainability.

Authors: Islam MS Jamal A Alkhathlan A

Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Jun 04; Vol. 26 (11). Date of Electronic Publication: 2026 Jun 04.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

It's All in the Mix: Wasserstein Classification and Regression with Mixed Features.

Authors: Belbasi, Reza Selvi, Aras Wiesemann, Wolfram

Source: Manufacturing & Service Operations Management (M&SOM) (INFORMS). Sep/Oct2026, Vol. 28 Issue 5, p1651-1664. 14p.

A multi-view TSK fuzzy system with deformable Gaussian membership functions and rule-level attention for classification.

Authors: Huang Z Jiang Y Xia K

Source: PloS one [PLoS One] 2026 May 11; Vol. 21 (5), pp. e0348610. Date of Electronic Publication: 2026 May 11 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Eye movement benchmark data for smooth-pursuit classification.

Authors: Korthals L Visser I Kucharský Š

Source: Scientific data [Sci Data] 2026 Mar 16; Vol. 13 (1). Date of Electronic Publication: 2026 Mar 16.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101640192 Publication Model: Electronic Cited Medium: Internet ISSN: 2052-4463 (Electronic) Linking ISSN: 20524463 NLM ISO Abbreviation: Sci Data Subsets: MEDLINE

Research on intelligent identification of Traditional Chinese Medicine constitutions based on multi-model fusion.

Authors: Yao Y Xiaohong C

Source: Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan [J Tradit Chin Med] 2026 Feb; Vol. 46 (1), pp. 226-235.

Publication Type: Journal Article

Journal Info: Publisher: Academy Of Traditional Chinese Medicine Country of Publication: China NLM ID: 8211546 Publication Model: Print Cited Medium: Internet ISSN: 2589-451X (Electronic) Linking ISSN: 02552922 NLM ISO Abbreviation: J Tradit Chin Med Subsets: MEDLINE

ST-Align: A time series and text alignment framework for cross-subject multivariate time series classification.

Authors: Wu Z Zhang T Li K et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Sep; Vol. 201, pp. 108913. Date of Electronic Publication: 2026 Mar 28.

Publication Type: Journal Article

Journal Info: 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

Structural knowledge-guided complex-noise handling for open intent classification.

Authors: Li Y Ouyang X Zhang J et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2027 Jan; Vol. 205 (Pt C), pp. 109588. Date of Electronic Publication: 2026 Sep 05.

Publication Type: Journal Article

Journal Info: 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

Explainable computational framework for subtype classification and biomarker identification in head and neck squamous cell carcinoma using machine learning.

Authors: Rajan A Biji CL Sinha MG et al.

Source: PloS one [PLoS One] 2026 Nov 04; Vol. 21 (11), pp. e0360612. Date of Electronic Publication: 2026 Nov 04 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Rigorous nested cross-validation and external generalization-gap analysis of a machine-learning classifier for U-251 glioblastoma cytotoxicity.

Authors: Uemichi Y Nakao S Nagano S et al.

Source: PloS one [PLoS One] 2026 Nov 03; Vol. 21 (11), pp. e0361912. Date of Electronic Publication: 2026 Nov 03 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Development of machine learning models for fetal birth weight prediction: A single-center study in a Turkish population.

Authors: Osmanoglu UO Dursun A Dulger O

Source: African journal of reproductive health [Afr J Reprod Health] 2026 Nov 02; Vol. 30 (20).

Publication Type: Journal Article

Journal Info: Publisher: Women's Health and Action Research Centre Country of Publication: Nigeria NLM ID: 9712263 Publication Model: Print Cited Medium: Internet ISSN: 1118-4841 (Print) Linking ISSN: 11184841 NLM ISO Abbreviation: Afr J Reprod Health Subsets: MEDLINE

Leveraging personal health records for early heart failure risk prediction through AI-driven modeling.

Authors: Sobhani B Jamshidnezhad A Sardabi EH

Source: Technology and health care : official journal of the European Society for Engineering and Medicine [Technol Health Care] 2026 Nov; Vol. 34 (6), pp. 685-703. Date of Electronic Publication: 2026 Jun 17.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: United States NLM ID: 9314590 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7401 (Electronic) Linking ISSN: 09287329 NLM ISO Abbreviation: Technol Health Care Subsets: MEDLINE

Multimodal biometric authentication system leveraging optimally trained ensemble classifier using feature-level fusion.

Authors: Jha K Jain A Srivastava S

Source: Technology and health care : official journal of the European Society for Engineering and Medicine [Technol Health Care] 2026 Nov; Vol. 34 (6), pp. 817-834. Date of Electronic Publication: 2025 Jul 31.

Publication Type: Journal Article

Journal Info: Publisher: IOS Press Country of Publication: United States NLM ID: 9314590 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7401 (Electronic) Linking ISSN: 09287329 NLM ISO Abbreviation: Technol Health Care Subsets: MEDLINE

Heart disease classification using hybrid ML schemes and optimization tactics in healthcare.

Authors: Liu Q Kong F Song Z

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2026 Nov; Vol. 29 (14), pp. 3254-3273. Date of Electronic Publication: 2025 Jun 02.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

RESNET-50 with ontological visual features based medicinal plants classification.

Authors: Renukaradhya S Narayanappa SS Raja P

Source: Network (Bristol, England) [Network] 2026 Nov; Vol. 37 (4), pp. 817-853. Date of Electronic Publication: 2025 Mar 03.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9431867 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-6536 (Electronic) Linking ISSN: 0954898X NLM ISO Abbreviation: Network Subsets: MEDLINE

A novel approach to venous clinical severity score prediction: combining metaheuristic algorithm and random forest classification.

Authors: Zhu H Zhang N Ni Y et al.

Source: Computer methods in biomechanics and biomedical engineering [Comput Methods Biomech Biomed Engin] 2026 Nov; Vol. 29 (14), pp. 3406-3420. Date of Electronic Publication: 2025 Jun 16.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 9802899 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-8259 (Electronic) Linking ISSN: 10255842 NLM ISO Abbreviation: Comput Methods Biomech Biomed Engin Subsets: MEDLINE

Developing a Simple Non-Laboratory-Based Machine Learning Tool for Prediabetes Screening in a Target Population: A Proof-of-Concept Study.

Authors: Holm TF Kronborg T Jensen MH et al.

Source: Journal of diabetes science and technology [J Diabetes Sci Technol] 2026 Nov; Vol. 20 (6), pp. 1888-1898. Date of Electronic Publication: 2025 Sep 22.

Publication Type: Journal Article

Journal Info: Publisher: Sage Country of Publication: United States NLM ID: 101306166 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1932-2968 (Electronic) Linking ISSN: 19322968 NLM ISO Abbreviation: J Diabetes Sci Technol Subsets: MEDLINE

An integrated machine learning framework for cerebral aneurysm rupture status classification using clinical, morphological, and hemodynamic features.

Authors: Zakeri M Atef A Aziznia M et al.

Source: PloS one [PLoS One] 2026 Oct 30; Vol. 21 (10), pp. e0360923. Date of Electronic Publication: 2026 Oct 30 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Food insecurity and its related indicators in an Iranian population: An application of machine learning methods in data from Golestan Province.

Authors: Nassaj-Torshizi F Zayeri F Behnampour N et al.

Source: PloS one [PLoS One] 2026 Oct 30; Vol. 21 (10), pp. e0361131. Date of Electronic Publication: 2026 Oct 30 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Interpretable EOG-based gaze classification using tree-based models: A SHAP and LIME analysis.

Authors: Ay Gul AN; Department of Mechatronics Engineering, Sakarya University of Applied Sciences, Sakarya, Turkey.; Biomedical Technologies Application and Research Center (BIYOTAM), Sakarya University of Applied Sciences, Sakarya, Turkey.

Source: PloS one [PLoS One] 2026 Oct 29; Vol. 21 (10), pp. e0361971. Date of Electronic Publication: 2026 Oct 29 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE