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The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

Computer graphics forum, 2020-06, Vol.39 (3), p.713-756

2020

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MC‐KV: A Prognosis‐Oriented Classifier Based on Semi‐Supervised Learning for Molecular Subtyping of Colorectal Cancer

Advanced theory and simulations, 2023-06, Vol.6 (6), p.n/a

2023

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Assessment of urban flood susceptibility using semi-supervised machine learning model

The Science of the total environment, 2019-04, Vol.659, p.940-949

2019

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Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Brain (London, England : 1878), 2020-03, Vol.143 (3), p.1027-1038

2020

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Modelling landslide susceptibility prediction: A review and construction of semi-supervised imbalanced theory

Earth-science reviews, 2024-03, Vol.250, p.104700, Article 104700

2024

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Non-Intrusive Load Monitoring Using Semi-Supervised Machine Learning and Wavelet Design

IEEE transactions on smart grid, 2017-11, Vol.8 (6), p.2648-2655

2017

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Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model

Landslides, 2020-12, Vol.17 (12), p.2919-2930

2020

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Factorized Graph Representations for Semi-Supervised Learning from Sparse Data

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, 2020, p.1383-1398

2020

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Virus classification for viral genomic fragments using PhaGCN2

Briefings in bioinformatics, 2023-01, Vol.24 (1)

2023

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The Power of Leadership Artistry

Procedia computer science, 2022, Vol.214, p.598-604

2022

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Automatic classification of construction safety reports using semi-supervised YAKE-Guided LDA approach

Advanced engineering informatics, 2023-04, Vol.56, p.101929, Article 101929

2023

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Ontology-based semi-supervised conditional random fields for automated information extraction from bridge inspection reports

Automation in construction, 2017-09, Vol.81, p.313-327

2017

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Two neurosubtypes of ADHD different from the clinical phenotypes

Psychiatry research, 2023-10, Vol.328, p.115453-115453, Article 115453

2023

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Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application

Sensors (Basel, Switzerland), 2021-07, Vol.21 (15), p.5025

2021

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Automatic fault detection for laser powder-bed fusion using semi-supervised machine learning

Additive manufacturing, 2019-05, Vol.27, p.42-53

2019

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Enhanced robust capacity estimation of lithium-ion batteries with unlabeled dataset and semi-supervised machine learning

Expert systems with applications, 2024-03, Vol.238, p.121892, Article 121892

2024

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Semi-Supervised Behavior Labeling Using Multimodal Data during Virtual Teamwork-Based Collaborative Activities

Sensors (Basel, Switzerland), 2023-03, Vol.23 (7), p.3524

2023

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Leveraging permutation testing to assess confidence in positive-unlabeled learning applied to high-dimensional biological datasets

BMC bioinformatics, 2024-06, Vol.25 (1), p.1-17, Article 218

2024

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Design control and management of intelligent and autonomous nanorobots with artificial intelligence for Prevention and monitoring of blood related diseases

Engineering applications of artificial intelligence, 2024-05, Vol.131, p.107798, Article 107798

2024

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Incremental quasi-Newton algorithms for solving a nonconvex, nonsmooth, finite-sum optimization problem

Optimization methods & software, 2024-03, Vol.39 (2), p.345-367

2024

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Design of Hybrid Artificial Bee Colony Algorithm and Semi-Supervised Extreme Learning Machine for PV Fault Diagnoses by Considering Dust Impact

IEEE transactions on power electronics, 2020-07, Vol.35 (7), p.7086-7099

2020

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Two Neuroanatomical Signatures in Schizophrenia: Expression Strengths Over the First 2 Years of Treatment and Their Relationships to Neurodevelopmental Compromise and Antipsychotic Treatment

Schizophrenia bulletin, 2023-07, Vol.49 (4), p.1067-1077

2023

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Uncertainties in landslide susceptibility prediction: Influence rule of different levels of errors in landslide spatial position

Journal of Rock Mechanics and Geotechnical Engineering, 2024-03

2024

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Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale

Proceedings of the 2019 International Conference on Management of Data, 2019, p.362-375

2019

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Stochastic subgradient algorithm for nonsmooth nonconvex optimization

Journal of applied mathematics & computing, 2024-02, Vol.70 (1), p.317-334

Yalcin, Gulcin Dinc

2024

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The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

MC‐KV: A Prognosis‐Oriented Classifier Based on Semi‐Supervised Learning for Molecular Subtyping of Colorectal Cancer

Assessment of urban flood susceptibility using semi-supervised machine learning model

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Modelling landslide susceptibility prediction: A review and construction of semi-supervised imbalanced theory

Non-Intrusive Load Monitoring Using Semi-Supervised Machine Learning and Wavelet Design

Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model

Factorized Graph Representations for Semi-Supervised Learning from Sparse Data

Virus classification for viral genomic fragments using PhaGCN2

The Power of Leadership Artistry

Automatic classification of construction safety reports using semi-supervised YAKE-Guided LDA approach

Ontology-based semi-supervised conditional random fields for automated information extraction from bridge inspection reports

Two neurosubtypes of ADHD different from the clinical phenotypes

Federated Semi-Supervised Multi-Task Learning to Detect COVID-19 and Lungs Segmentation Marking Using Chest Radiography Images and Raspberry Pi Devices: An Internet of Medical Things Application

Automatic fault detection for laser powder-bed fusion using semi-supervised machine learning

Enhanced robust capacity estimation of lithium-ion batteries with unlabeled dataset and semi-supervised machine learning

Semi-Supervised Behavior Labeling Using Multimodal Data during Virtual Teamwork-Based Collaborative Activities

Leveraging permutation testing to assess confidence in positive-unlabeled learning applied to high-dimensional biological datasets

Design control and management of intelligent and autonomous nanorobots with artificial intelligence for Prevention and monitoring of blood related diseases

Incremental quasi-Newton algorithms for solving a nonconvex, nonsmooth, finite-sum optimization problem

Design of Hybrid Artificial Bee Colony Algorithm and Semi-Supervised Extreme Learning Machine for PV Fault Diagnoses by Considering Dust Impact

Two Neuroanatomical Signatures in Schizophrenia: Expression Strengths Over the First 2 Years of Treatment and Their Relationships to Neurodevelopmental Compromise and Antipsychotic Treatment

Uncertainties in landslide susceptibility prediction: Influence rule of different levels of errors in landslide spatial position

Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale

Stochastic subgradient algorithm for nonsmooth nonconvex optimization

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