PROGNOSTICS AND HEALTH MANAGEMENT WITH SUPPORT VECTOR MACHINES CONSIDERING IMBALANCED DATA

PROGNOSTICS AND HEALTH MANAGEMENT WITH SUPPORT VECTOR MACHINES CONSIDERING IMBALANCED DATA

Ph.D

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	JOSEY MATHEW
مؤلفون آخرون:	ELECTRICAL & COMPUTER ENGINEERING
التنسيق:	Theses and Dissertations
اللغة:	English
منشور في:	2019
الموضوعات:	Support Vector Machines, Imbalanced Data, Condition Monitoring, Fault Diagnosis, Prognosis
الوصول للمادة أونلاين:	https://scholarbank.nus.edu.sg/handle/10635/153324
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Multiclassification of tool wear with support vector machine by manufacturing loss consideration
بواسطة: Sun, J., وآخرون
منشور في: (2014)

Approaches for efficient tool condition monitoring based on support vector machine
بواسطة: SUN JIE
منشور في: (2010)

PROBABILISTIC FAULT DIAGNOSIS AND PROGNOSIS IN PRECOGNITIVE MAINTENANCE FOR HIGH-PERFORMANCE MANUFACTURING INDUSTRIES
بواسطة: YAN HENGCHAO
منشور في: (2017)

On strategies for imbalanced text classification using SVM: A comparative study
بواسطة: SUN, Aixin, وآخرون
منشور في: (2009)

Prediction of transporter family from protein sequence by support vector machine approach
بواسطة: Lin, H.H., وآخرون
منشور في: (2014)

Effective training data selection in tool condition monitoring system
بواسطة: Sun, J., وآخرون
منشور في: (2014)

DEVELOPMENT OF DEEP LEARNING METHODS FOR PROGNOSTICS AND HEALTH MANAGEMENT
بواسطة: ZHU JUN
منشور في: (2020)

Condition Monitoring and Fault Diagnosis of Induction Machine Using Artificial Intelligence Methods and Empirical Mode Decomposition
بواسطة: CHEN WEE YUAN
منشور في: (2012)

Imbalanced text classification: A term weighting approach
بواسطة: Liu, Y., وآخرون
منشور في: (2014)

Prediction of antifungal activity with support vector machine
بواسطة: Li, Z.-R., وآخرون
منشور في: (2014)

Supervised and unsupervised machine learning for side-channel based Trojan detection
بواسطة: Jap, Dirmanto, وآخرون
منشور في: (2017)

Saliency analysis of support vector machines for gene selection in tissue classification
بواسطة: Cao, L., وآخرون
منشور في: (2016)

Enlarging the terminal region of nonlinear model predictive control using the support vector machine method
بواسطة: Ong, C.J., وآخرون
منشور في: (2014)

Learning with support vector machines for query-by-multiple-examples
بواسطة: Dell, Z., وآخرون
منشور في: (2013)

Question Classification using Support Vector Machines
بواسطة: Zhang, D., وآخرون
منشور في: (2013)

Applying support vector machines to predict building energy consumption in tropical region
بواسطة: Dong, B., وآخرون
منشور في: (2014)

Incorporating prior-knowledge in support vector machines by kernel adaptation
بواسطة: Veillard, A., وآخرون
منشور في: (2013)

Convergence of the extended Lagrangian support vector machine
بواسطة: Yang, X.W., وآخرون
منشور في: (2014)

An extended Lagrangian support vector machine for classifications
بواسطة: Yang, X., وآخرون
منشور في: (2014)

Extraction of brain tumor from MR images using one-class support vector machine
بواسطة: Zhou, J., وآخرون
منشور في: (2014)

A semi-supervised approach to fault detection and diagnosis for building HVAC systems based on the modified generative adversarial network
بواسطة: Li, Bingxu, وآخرون
منشور في: (2022)

Effects of training datasets on both the extreme learning machine and support vector machine for target audience identification on twitter
بواسطة: LO, Siaw Ling, وآخرون
منشور في: (2014)

Kernel methods for the incorporation of prior-knowledge into support vector machines
بواسطة: VEILLARD ANTOINE PAUL MITSUMASA
منشور في: (2013)

A pancreatic cancer detection support tool using mass spectrometry data and support vector machines
بواسطة: Briones, Emmanuel, وآخرون
منشور في: (2020)

Flood stage forecasting with support vector machines
بواسطة: Liong, S.-Y., وآخرون
منشور في: (2014)

Bayesian approach to support vector machines
بواسطة: CHU WEI
منشور في: (2010)

Improved performance evaluation of tool condition identification by manufacturing loss consideration
بواسطة: Sun, J., وآخرون
منشور في: (2014)

Prediction of bond dissociation enthalpy of antioxidant phenols by support vector machine
بواسطة: Chanin Nantasenamat, وآخرون
منشور في: (2011)

Investigation into the use of support vector machine for -omics applications
بواسطة: GUO YANGFAN
منشور في: (2012)

Stability regions for constrained nonlinear systems and their functional characterization via support-vector-machine learning
بواسطة: Ong, C.J., وآخرون
منشور في: (2014)

Multi-label classification of pH levels using support vector machines
بواسطة: Luta, Raphael Benedict G., وآخرون
منشور في: (2019)

Time series forecasting using wavelet and support vector machine
بواسطة: FONG KENG MUN
منشور في: (2010)

Classification of ENT tissue using near-infrared Raman spectroscopy and support vector machines
بواسطة: Widjaja, E., وآخرون
منشور في: (2014)

Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines
بواسطة: Widjaja, E., وآخرون
منشور في: (2014)

SVM-based dynamic modeling for machine life stage identification and machine wear estimation
بواسطة: Zhou, J.-H., وآخرون
منشور في: (2014)

Reinterpreting the application of gabor filters as a manipulation of the margin in linear support vector machines
بواسطة: Ashraf A.B., وآخرون
منشور في: (2018)

A fast iterative nearest point algorithm for support vector machine classifier design
بواسطة: Keerthi, S.S., وآخرون
منشور في: (2014)

Saliency analysis of support vector machines for feature selection
بواسطة: Tay, F.E.H., وآخرون
منشور في: (2014)

Thermal error measurement and modelling in machine tools. Part II. Hybrid Bayesian Network - Support vector machine model
بواسطة: Ramesh, R., وآخرون
منشور في: (2014)

An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels
بواسطة: Lee, M.M.S., وآخرون
منشور في: (2014)