Enhanced machine learning techniques for microarray cancer classification

Enhanced machine learning techniques for microarray cancer classification

This thesis deals with the problem of microarray cancer classification. Machine learning methods have been used and enhanced to tackle the task. Some novel use of the current methods has been presented. Evaluation based on classification accuracy and execution time has shown the advantages of the en...

Saved in:

書目詳細資料
主要作者:	Shen, Li
其他作者:	Tan Eng Choon
格式:	Theses and Dissertations
出版:	2008
主題:	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
在線閱讀:	https://hdl.handle.net/10356/2444
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Long non-coding RNA functional annotation : machine learning approaches
由: Zhang, Yu
出版: (2022)

Development and evaluation of clustering algorithms for microarray data analyses
由: Wang, Yiman.
出版: (2008)

Real-time classification and recognition of EEG/EMG signals for BCI
由: Lee, Vic Son
出版: (2017)

Classification of pH Levels using a mobile phone
由: Vuong, Nhu Khue.
出版: (2009)

Adaptive processing of data structures for image content classification, indexing and retrieval of flowers
由: Cho, David Siu Yeung.
出版: (2009)

Integration of heterogeneous data sources for identification of disease genes using computational techniques
由: Li, Yongjin
出版: (2011)

Techniques for detecting camera movements during medical endoscopy
由: Suchitra Sathyanarayana
出版: (2010)

Two-stage support vector machines for protein structure and solvent prediction
由: Nguyen, Ngoc Minh
出版: (2008)

Gene and sample selection for cancer identification
由: Mundra Piyushkumar Arjunlal
出版: (2011)

Signal processing techniques for motor control brain computer interface systems
由: Neethu Robinson
出版: (2015)

A multidisciplinary survey of computational techniques for the modelling, simulation and analysis of biochemical networks
由: Decraene, James, et al.
出版: (2011)

Information learning approach
由: Zheng, Yun
出版: (2008)

AI methods for breast cancer risk prediction using multimodal data
由: Xiao, Qinhui
出版: (2024)

A novel fuzzy neural ensemble decision support system for whisper cancer analysis
由: Chin, Pei Loon.
出版: (2010)

Serious game for teaching and learning first aid
由: Sng, Guo Jie
出版: (2017)

Serious game for learning and adaption of first aid
由: Chua, Bryan Jianbin
出版: (2018)

Developing novel computing tools for DNA microarray data pre-processing
由: Neo, Poh Hock
出版: (2008)

Modelling of blood glucose metabolism using neural networks with online learning
由: Siti Nadiah Zainal.
出版: (2010)

A cognitive interpretation of thermograhic images using novel fuzzy learning semantic memories
由: Wong, Kenneth Yang Fei.
出版: (2010)

Deep learning neural network approaches for one-dimensional structure prediction from protein sequences
由: Shamima Banu Syed Mohamed Rashid
出版: (2018)

EEG-based fatigue recognition using deep learning techniques
由: Zheng, Tianhu
出版: (2022)

Meta-analysis on the lethality of influenza A viruses using machine learning approaches
由: Yin, Rui
出版: (2020)

Classification of the microarray data using neural networks
由: Ma April Maung
出版: (2008)

Machine learning techniques for detection of glaucoma with optical coherence tomography angiography images
由: Chan, Yam Meng
出版: (2020)

An energy efficient MAC protocol for multi-hop swallowable body sensor networks
由: Lin, Lin, et al.
出版: (2014)

Simulation of neural network in autism
由: Tan, Li Hwa.
出版: (2010)

Genome-wide inferring gene-phenotype relationship by walking on the heterogeneous network
由: Li, Yongjin, et al.
出版: (2011)

Integration of multiple data sources to prioritize candidate genes using discounted rating system
由: Li, Yongjin, et al.
出版: (2011)

Pairwise alignment of DNA sequence using hypercomplex number representation
由: Shu, Jian Jun, et al.
出版: (2011)

Detection of outlier residues for improving interface prediction in protein heterocomplexes
由: Chen, Peng, et al.
出版: (2013)

Structural analysis on mutation residues and interfacial water molecules for human TIM disease understanding
由: Li, Zhenhua, et al.
出版: (2014)

Identifying protein complexes from heterogeneous biological data
由: Wu, Min, et al.
出版: (2013)

Web application for ICH subtype classification from CT head scans
由: Lim, Candy
出版: (2022)

Classification of pH levels using a mobile phone
由: Tang, Tung Lieng.
出版: (2012)

Integrated software tool for detecting criminals using DNA databases
由: Kong, Kait Soon.
出版: (2008)

Denoising and coding of volumetric medical images
由: Hua, Zhong.
出版: (2008)

Volume modeling of bio-medical devices for rapid prototyping
由: Ma, Di
出版: (2008)

High speed image processing for endoscopic procedures
由: Tian, Hui.
出版: (2008)

Statistical analysis of intron phase at the splice sites of eukaryotic genes
由: Jia, Yiyu
出版: (2008)

Evoscan : a probabilistic framework for gene annotation using comparative genomics
由: Sangireddy Venugopal Reddy.
出版: (2008)