A new feature selection approach for optimizing prediction models, applied to breast cancer subtype classification

Côd QR

A new feature selection approach for optimizing prediction models, applied to breast cancer subtype classification

Feature selection is a useful technique in classification (and regression) problems to find the most informative features for predicting but still preserves the data generality. However, some feature subset searching methods are too exhaustive while others are too greedy. On the other hand, paramete...

Disgrifiad llawn

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	Phạm, Quang Huy, Alioune Ngom, Luis Rueda
Fformat:	Conference poster
Iaith:	English
Cyhoeddwyd:	IEEE 2023
Pynciau:	machine learning feature selection
Mynediad Ar-lein:	https://scholar.dlu.edu.vn/handle/123456789/2711
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Thư viện lưu trữ:	Thư viện Trường Đại học Đà Lạt

Eitemau Tebyg

A Novel Approach for Identifying Relevant Genes for Breast Cancer Survivability on Specific Therapies
gan: Tabl, Ashraf Abou, et al.
Cyhoeddwyd: (2023)

Machine Learning Approaches for Breast Cancer Survivability Prediction
gan: Phạm, Quang Huy
Cyhoeddwyd: (2023)

A novel approach for identifying relevant genes for breast cancer survivability on specific therapies
gan: Phạm, Quang Huy, et al.
Cyhoeddwyd: (2023)

Estimation and feature selection in high-dimensional mixtures-of-experts models
gan: Huỳnh, Bảo Tuyên
Cyhoeddwyd: (2023)

A Data Integration Approach for Detecting Biomarkers of Breast Cancer Survivability
gan: Phạm, Quang Huy, et al.
Cyhoeddwyd: (2023)

A Data Integration Approach for Detecting Biomarkers of Breast Cancer Survivability
gan: Phạm, Quang Huy, et al.
Cyhoeddwyd: (2023)

Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning
gan: Mucaki, Eliseos J, et al.
Cyhoeddwyd: (2023)

Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning
gan: Mucaki, Eliseos J, et al.
Cyhoeddwyd: (2023)

On vocalic feature hierarchisation /
gan: Staun, Jorgen.

Optimizing Breast Cancer Management
gan: Gradishar, William J.
Cyhoeddwyd: (2020)

A Network-based Machine Learning Approach for Identifying Biomarkers of Breast Cancer Survivability
gan: Phạm, Quang Huy, et al.
Cyhoeddwyd: (2023)

Estimation and Feature Selection in High-Dimensional Mixtures-of-Experts Models
gan: Huỳnh, Bảo Tuyên
Cyhoeddwyd: (2023)

Correlation-based feature selection for machine learning /
gan: Hall, Mark A.
Cyhoeddwyd: (1999)

Mel- and mellin-cepstral feature extraction algorithms for face recognition /
gan: Cakir, Serdar.

Item selection in computerized classification testing /
gan: Thompson, Nathan A.

Feature & magazine writing :
gan: Sumner, David E.
Cyhoeddwyd: (2005)

Grammar-Based Feature Generation for Time-Series Prediction
gan: De Silva, Anthony Mihirana, et al.
Cyhoeddwyd: (2015)

Breast cancer
Cyhoeddwyd: (1999)

Face recognition with discriminating 3D DCT coefficients /
gan: Gunlu, Goksel.

A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION
gan: Vo, Duy Nguyen, et al.
Cyhoeddwyd: (2024)

A Network-based Machine Learning Approach for Identifying Biomarkers of Breast Cancer Survivability
gan: Phạm, Quang Huy
Cyhoeddwyd: (2023)

A radiation-derived gene expression signature predicts clinical outcome for breast cancer patients /

An axiomatic design approach of nanofluid-engineered nuclear safety features for generation III+ react /

The breast cancer prevention plan :
gan: Conley, Edward J.
Cyhoeddwyd: (2006)

Case studies in breast cancer
gan: Harnett, Adrian
Cyhoeddwyd: (2002)

Endocrine therapies in breast cancer
gan: Buzdar, Aman U.
Cyhoeddwyd: (2007)

Triple-Negative Breast Cancer
gan: Tan, Antoinette R.
Cyhoeddwyd: (2020)

Inferring selection in partially sequenced regions /
gan: Jensen, Jeffrey D.

On using physical analogies for feature and shape extraction in computer vision /

Human resource selection
gan: Gatewood, Robert D.
Cyhoeddwyd: (2008)

Human resource selection
gan: Gatewood, Robert D.
Cyhoeddwyd: (2008)

Breast Cancer. 1st ed.
gan: Veronesi, Umberto, et al.
Cyhoeddwyd: (2020)

The Soviet Union: A systematic geography
Cyhoeddwyd: (1990)

Catfish in black bean sauce
Cyhoeddwyd: (2001)

Một số thuật toán rút gọn thuộc tính bằng tập thô
gan: Trần, Tuấn Minh, et al.
Cyhoeddwyd: (2011)

Contrasting the efficacy of selection on the X and autosomes in Drosophila /
gan: Singh, Nadia D.

Vulnerability assessment of a large sized power system using neural network considering various feature extraction methods /
gan: Haidar, Ahmed M. A.

Selection
gan: Graham Bell
Cyhoeddwyd: (2008)

Selection of ordinally scaled independent variables with applications to international classification of functioning core sets /

A computational theory of selection by consequences applied to concurrent schedules /