Search results for "Cancer classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Jung-Yi Lin	Cancer classification using microarray and layered architecture genetic programming.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	layered architecture genetic programming, genetic programming, gene expression data, cancer classification
3	Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka	A Recursive Genetic Algorithm to Automatically Select Genes for Cancer Classification.	IWPACBB	2008	DBLP DOI BibTeX RDF	Recursive Genetic Algorithm, Genetic Algorithm, Support Vector Machine, Gene Selection, Microarray Data, Cancer Classification
3	Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris	An Approach Using Hybrid Methods to Select Informative Genes from Microarray Data for Cancer Classification.	Asia International Conference on Modelling and Simulation	2008	DBLP DOI BibTeX RDF	gene expression, hybrid method, gene selection, microarray data, cancer classification
3	Le Thi Hoai An, Van Vinh Nguyen, Samir Ouchani	Gene Selection for Cancer Classification Using DCA.	ADMA	2008	DBLP DOI BibTeX RDF	SVMs, Feature selection, Gene selection, DCA, nonconvex optimization, Cancer classification, DC programming
3	Sung-Bae Cho, Hong-Hee Won	Cancer classification using ensemble of neural networks with multiple significant gene subsets.	Appl. Intell.	2007	DBLP DOI BibTeX RDF	Multiple significant gene subsets, Gene expression data, DNA microarray, Ensemble classifier, Cancer classification
3	Rui Xu, Georgios C. Anagnostopoulos, Donald C. Wunsch	Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data.	IEEE/ACM Trans. Comput. Biology Bioinform.	2007	DBLP DOI BibTeX RDF	semisupervised ellipsoid ARTMAP, particle swarm optimization, Cancer classification, gene expression profile
3	Tuan D. Pham	Mass Spectrometry Based Cancer Classification Using Fuzzy Fractal Dimensions.	CIARP	2007	DBLP DOI BibTeX RDF	fuzzy fractal dimension, mass spectrometry data, Feature extraction, vector quantization, fuzzy c-means, cancer classification
3	Li Shen, Eng Chong Tan	Dimension Reduction-Based Penalized Logistic Regression for Cancer Classification Using Microarray Data.	IEEE/ACM Trans. Comput. Biology Bioinform.	2005	DBLP DOI BibTeX RDF	penalized logistic regression, singular value decomposition, Dimension reduction, microarray data, partial least squares, classifier design and evaluation, cancer classification, feature evaluation and selection
3	Gulzar A. Khuwaja, A. N. Abu-Rezq	Bi-modal breast cancer classification system.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Breast cancer classification, Digital mammogram, Tumor pattern classification, Computer vision, Medical imaging, Combined classifier
2	Alexis Marcano-Cedeño, Fulgencio S. Buendía Buendía, Diego Andina	Breast Cancer Classification Applying Artificial Metaplasticity.	IWINAC	2009	DBLP DOI BibTeX RDF
2	Adelaide Freitas, Gladys Castillo, Ana São Marcos	Effect of Background Correction on Cancer Classification with Gene Expression Data.	AIME	2009	DBLP DOI BibTeX RDF
2	Xin Jin, Anbang Xu, Rongfang Bie	Cancer classification from serial analysis of gene expression with event models.	Appl. Intell.	2008	DBLP DOI BibTeX RDF	Serial analysis of gene expression (SAGE), Gene selection, Cancer classification, Event models
2	Hong-Qiang Wang, Hailong Zhu, Timothy T. C. Yip, William C. S. Cho, Roger K. C. Ngan, Stephen C. K. Law	Exploring Protein Regulations with Regulatory Networks for Cancer Classification.	BMEI	2008	DBLP DOI BibTeX RDF	classification, protein, cancer, regulatory network, biomarker
2	Jin-Hyuk Hong, Sung-Bae Cho	Cancer classification with incremental gene selection based on DNA microarray data.	CIBCB	2008	DBLP DOI BibTeX RDF
2	Haifeng Shao, Bei Yu, Joseph H. Nadeau	Strangeness-based feature weighting and classification of gene expression profiles.	SAC	2008	DBLP DOI BibTeX RDF	gene expression, feature weighting, cancer classification, strangeness
2	Jiexun Li, Hua Su, Hsinchun Chen, Bernard W. Futscher	Optimal Search-Based Gene Subset Selection for Gene Array Cancer Classification.	IEEE Transactions on Information Technology in Biomedicine	2007	DBLP DOI BibTeX RDF
2	Lipo Wang, Feng Chu, Wei Xie	Accurate Cancer Classification Using Expressions of Very Few Genes.	IEEE/ACM Trans. Comput. Biology Bioinform.	2007	DBLP DOI BibTeX RDF	neural networks, support vector machines, fuzzy, gene expression, Cancer classification
2	Supoj Hengpraprohm, Prabhas Chongstitvatana	Selecting Informative Genes from Microarray Data for Cancer Classification with Genetic Programming Classifier Using K-Means Clustering and SNR Ranking.	FBIT	2007	DBLP DOI BibTeX RDF
2	Kaibo Duan, Jagath C. Rajapakse, Minh Ngoc Nguyen 0002	One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification.	EvoBIO	2007	DBLP DOI BibTeX RDF
2	Shutao Li, Chen Liao	Feature Extraction for Cancer Classification Using Kernel-Based Methods.	LSMS	2007	DBLP DOI BibTeX RDF
2	Oleg Okun, Helen Priisalu	Dataset Complexity and Gene Expression Based Cancer Classification.	WILF	2007	DBLP DOI BibTeX RDF
2	Oleg Okun, Helen Priisalu	Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues.	IbPRIA	2007	DBLP DOI BibTeX RDF
2	Yuchun Tang, Yan-Qing Zhang, Zhen Huang	Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis.	IEEE/ACM Trans. Comput. Biology Bioinform.	2007	DBLP DOI BibTeX RDF	Microarray Gene Expression Data Analysis, Recursive Feature Elimination, Support Vector Machines, Feature Selection, Bioinformatics, Gene Selection, Cancer Classification
2	Yun Zheng, Chee Keong Kwoh	Informative MicroRNA Expression Patterns for Cancer Classification.	BioDM	2006	DBLP DOI BibTeX RDF
2	Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo	Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles.	BioDM	2006	DBLP DOI BibTeX RDF
2	Bailing Zhang	Cancer Classification by Kernel Principal Component Self-regression.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
2	Elena Marchiori, Michèle Sebag	Bayesian Learning with Local Support Vector Machines for Cancer Classification with Gene Expression Data.	EvoWorkshops	2005	DBLP DOI BibTeX RDF
2	Haifeng Li, Keshu Zhang, Tao Jiang	Robust and Accurate Cancer Classification with Gene Expression Profiling.	CSB	2005	DBLP DOI BibTeX RDF
2	Li Shen, Eng Chong Tan	Nonlinear Kernel MSE Methods for Cancer Classification.	ICNC	2005	DBLP DOI BibTeX RDF
2	Yuchun Tang, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu	Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data.	BIBE	2005	DBLP DOI BibTeX RDF
2	Huajun Yan, Zhang Yi	A Novel Method for Gene Selection and Cancer Classification.	ISNN	2004	DBLP DOI BibTeX RDF
2	Yuhang Wang, Fillia Makedon	Application of Relief-F Feature Filtering Algorithm to Selecting Informative Genes for Cancer Classification Using Microarray Data.	CSB	2004	DBLP DOI BibTeX RDF
2	Jin-Hyuk Hong, Sung-Bae Cho	Lymphoma Cancer Classification Using Genetic Programming with SNR Features.	EuroGP	2004	DBLP DOI BibTeX RDF
2	Si-Ho Yoo, Sung-Bae Cho	Optimal Gene Selection for Cancer Classification with Partial Correlation and k-Nearest Neighbor Classifier.	PRICAI	2004	DBLP DOI BibTeX RDF
2	Pabitra Mitra, D. Dutta Majumder	Feature Selection and Gene Clustering from Gene Expression Data.	ICPR	2004	DBLP DOI BibTeX RDF	maximal information compression index, representation entropy, data mining, Microarray, cancer classification
2	Chenn-Jung Huang, Wei-Chen Liao	A Comparative Study of Feature Selection Methods for Probabilistic Neural Networks in Cancer Classification.	ICTAI	2003	DBLP DOI BibTeX RDF
1	Lei Zhang, Lin Wang, Xujiewen Wang, Keke Liu, Ajith Abraham	Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification.	HAIS	2012	DBLP DOI BibTeX RDF
1	Hosik Choi, Donghwa Yeo, Sunghoon Kwon, Yongdai Kim	Gene selection and prediction for cancer classification using support vector machines with a reject option.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Songfeng Zheng, Weixiang Liu	An experimental comparison of gene selection by Lasso and Dantzig selector for cancer classification.	Comp. in Bio. and Med.	2011	DBLP DOI BibTeX RDF
1	Zarita Zainuddin, Pauline Ong	Reliable multiclass cancer classification of microarray gene expression profiles using an improved wavelet neural network.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Concha Bielza, Víctor Robles, Pedro Larrañaga	Regularized logistic regression without a penalty term: An application to cancer classification with microarray data.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Bassam Al-Naami, Adnan Bashir, Hani Amasha, Jamal Al-Nabulsi, Abdul-Majeed Almalty	Statistical Approach for Brain Cancer Classification Using a Region Growing Threshold.	J. Medical Systems	2011	DBLP DOI BibTeX RDF
1	Sabrina Bouatmane, Mohammed Ali Roula, Ahmed Bouridane, Somaya Al-Máadeed	Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery.	Mach. Vis. Appl.	2011	DBLP DOI BibTeX RDF
1	G. Victo Sudha George, V. Cyril Raj	Review on Feature Selection Techniques and the Impact of SVM for Cancer Classification using Gene Expression Profile	CoRR	2011	DBLP BibTeX RDF
1	Saras Saraswathi, Suresh Sundaram, Narasimhan Sundararajan, Michael Zimmermann, Marit Nilsen-Hamilton	ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Santanu Ghorai, Anirban Mukherjee, Sanghamitra Sengupta, Pranab K. Dutta	Cancer Classification from Gene Expression Data by NPPC Ensemble.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Alexis Marcano-Cedeño, Joel Quintanilla-Domínguez, Diego Andina	Breast cancer classification applying artificial metaplasticity algorithm.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Xiaobo Li, Sihua Peng, Xiaosi Zhan, Jinxiang Zhang, Yueming Xu	Comparison of feature selection methods for multiclass cancer classification based on microarray data.	BMEI	2011	DBLP DOI BibTeX RDF
1	Rahmadwati, Golshah Naghdy, Montserrat Ros, Catherine Todd, Eviana Norahmawati	Cervical Cancer Classification Using Gabor Filters.	HISB	2011	DBLP DOI BibTeX RDF
1	Phit Ling Tan, Shing Chiang Tan, Chee Peng Lim, Swee Eng Khor	A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data.	ICONIP	2011	DBLP DOI BibTeX RDF
1	Sabrina Rashid, Golam Morshed Maruf	An adaptive feature reduction algorithm for cancer classification using wavelet decomposition of serum proteomic and DNA microarray data.	BIBM Workshops	2011	DBLP DOI BibTeX RDF
1	Giuliano Armano, Camelia Chira, Nima Hatami	A New Gene Selection Method Based on Random Subspace Ensemble for Microarray Cancer Classification.	PRIB	2011	DBLP DOI BibTeX RDF
1	Ahmad M. Sarhan	Cancer Classification Based on DNA Microarray Data Using Cosine Transformation and Vector Quantization.	I. J. Comput. Appl.	2010	DBLP BibTeX RDF
1	Youssef Masmoudi, Habib Chabchoub, Saïd Hanafi, Ahmed Riadh Rebai	A Mathematical Programming Based Procedure for Breast Cancer Classification.	J. Math. Model. Algorithms	2010	DBLP DOI BibTeX RDF
1	Kai-Lin Tang, Tong-Hua Li, Wen-Wei Xiong, Kai Chen	Ovarian cancer classification based on dimensionality reduction for SELDI-TOF data.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Lijun Sun, Duoqian Miao, Hongyun Zhang	Gene Selection and Cancer Classification: A Rough Sets Based Approach.	T. Rough Sets	2010	DBLP DOI BibTeX RDF
1	Ruichu Cai, Zhifeng Hao, Wen Wen, Han Huang	Kernel based gene expression pattern discovery and its application on cancer classification.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Piyushkumar A. Mundra, Jagath C. Rajapakse	Gene and sample selection for cancer classification with support vectors based t-statistic.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Huawen Liu, Lei Liu, Huijie Zhang	Ensemble gene selection for cancer classification.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Jinn-Yi Yeh, Tai-Hsi Wu	Cascade of genetic algorithm and decision tree for cancer classification on gene expression data.	Expert Systems	2010	DBLP DOI BibTeX RDF
1	Indrajit Saha, Ujjwal Maulik, Sanghamitra Bandyopadhyay, Dariusz Plewczynski	Cancer Classification using SVM-boosted Multiobjective Differential Fuzzy Clustering.	STAIRS	2010	DBLP DOI BibTeX RDF
1	Denise Guliato, Walter Alexandre A. de Oliveira, Caetano Traina Jr.	A new feature descriptor derived from Hilbert space-filling curve to assist breast cancer classification.	CBMS	2010	DBLP DOI BibTeX RDF
1	Songfeng Zheng, Weixiang Liu	Fitting Probit Regression using Functional Gradient Ascent for Cancer Classification.	BIOCOMP	2010	DBLP BibTeX RDF
1	Songfeng Zheng, Weixiang Liu	Median Boost for Cancer Classification with Gene Expression Data.	BIOCOMP	2010	DBLP BibTeX RDF
1	Piyushkumar A. Mundra, Jagath C. Rajapakse	Support vectors based correlation coefficient for gene and sample selection in cancer classification.	CIBCB	2010	DBLP DOI BibTeX RDF
1	Leif E. Peterson, Jaya Paranilam, Jiaqiong Xu, Federico A. Monzon	Genome-wide germline single nucleotide polymorphisms for cancer classification in the Framingham Heart Study.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris	Selecting Genes from Gene Expression Data by using an Enhancement of Binary Particle Swarm Optimization for Cancer Classification.	ICAART	2010	DBLP BibTeX RDF
1	Kentaro Fukuta, Tomomasa Nagashima, Yoshifumi Okada	LEAF: Leave-One-Out Forward Selection Method for Cancer Classification Using Gene Expression Data.	ACIS-ICIS	2010	DBLP DOI BibTeX RDF
1	Sounak Chakraborty	Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Jooyong Shim, Insuk Sohn, Sujong Kim, Jae Won Lee, Paul E. Green, Changha Hwang	Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Sounak Chakraborty	Bayesian binary kernel probit model for microarray based cancer classification and gene selection.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Oleg Okun, Helen Priisalu	Dataset complexity in gene expression based cancer classification using ensembles of k-nearest neighbors.	Artificial Intelligence in Medicine	2009	DBLP DOI BibTeX RDF
1	Herman M. J. Sontrop, Perry D. Moerland, René van den Ham, Marcel J. T. Reinders, Wim F. J. Verhaegh	A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Rui Xu, Jie Xu, Donald C. Wunsch II	MicroRNA expression profile based cancer classification using Default ARTMAP.	Neural Networks	2009	DBLP DOI BibTeX RDF
1	Hong-Qiang Wang, Hau-San Wong, Hailong Zhu, Timothy T. C. Yip	A neural network-based biomarker association information extraction approach for cancer classification.	Journal of Biomedical Informatics	2009	DBLP DOI BibTeX RDF
1	Vijayan Vinaya, Nadeem Bulsara, Chetan J. Gadgil, Mugdha Gadgil	Comparison of feature selection and classification combinations for cancer classification using microarray data.	IJBRA	2009	DBLP DOI BibTeX RDF
1	Feifei Xu, Duoqian Miao, Lai Wei	Fuzzy-rough attribute reduction via mutual information with an application to cancer classification.	Computers & Mathematics with Applications	2009	DBLP DOI BibTeX RDF
1	Jin-Hyuk Hong, Sung-Bae Cho	Gene boosting for cancer classification based on gene expression profiles.	Pattern Recognition	2009	DBLP DOI BibTeX RDF
1	Félix Fernando González-Navarro, Lluís A. Belanche Muñoz	Gene subset selection in microarray data using entropic filtering for cancer classification.	Expert Systems	2009	DBLP DOI BibTeX RDF
1	Lei Zhu, Bin Han, Lihua Li, Shenhua Xu, Hangzhou Mou, Zhiguo Zheng	Null Space LDA Based Feature Extraction of Mass Spectrometry Data for Cancer Classification.	BMEI	2009	DBLP DOI BibTeX RDF
1	Tao Zeng, Fei Luo, Juan Liu	Biological Pathway Conducting Microarray-Based Cancer Classification.	BMEI	2009	DBLP DOI BibTeX RDF
1	Pitak Sootanan, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan	Pathway Activity Inferences with Negatively Correlated Features for Pancreatic Cancer Classification.	BMEI	2009	DBLP DOI BibTeX RDF
1	Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay	Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification.	EvoBIO	2009	DBLP DOI BibTeX RDF
1	Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay	Unsupervised cancer classification through SVM-boosted multiobjective fuzzy clustering with majority voting ensemble.	IEEE Congress on Evolutionary Computation	2009	DBLP DOI BibTeX RDF
1	Sung-huai Hsieh, Sheau-Ling Hsieh, I-Ching Hou, I-Shun Lee, Kai-Ping Hsu, Chi-Huang Chen, Po-Hsun Cheng, Feipei Lai	Using Ensemble Classifier Learning for Cancer Classification.	BIOCOMP	2009	DBLP BibTeX RDF
1	Manuel Martín-Merino, Javier De Las Rivas	Kernel Alignment k-NN for Human Cancer Classification Using the Gene Expression Profiles.	ICANN	2009	DBLP DOI BibTeX RDF
1	Artur Wilinski, Stanislaw Osowski, Krzysztof Siwek	Gene Selection for Cancer Classification through Ensemble of Methods.	ICANNGA	2009	DBLP DOI BibTeX RDF
1	Saejoon Kim	Spectral Methods for Cancer Classification Using Microarray Data.	CSO	2009	DBLP DOI BibTeX RDF
1	Rami N. Mahdi, Eric C. Rouchka	Feature Selection in Cancer Classification from mRNA Data Based on Localized Dimension Reduction.	ICMLA	2009	DBLP DOI BibTeX RDF	hyper BF, gene classification, classification, RBF
1	Manuel Martín-Merino, Javier De Las Rivas	Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles.	IDA	2009	DBLP DOI BibTeX RDF
1	Rui Xu, Jie Xu, Donald C. Wunsch	Using default ARTMAP for cancer classification with MicroRNA expression signatures.	IJCNN	2009	DBLP DOI BibTeX RDF
1	Wen Xiong, Cong Wang	A Hybrid Improved Ant Colony Optimization and Random Forests Feature Selection Method for Microarray Data.	NCM	2009	DBLP DOI BibTeX RDF	Random Forests (RF), sequential forward selection (SFS), feature selection, cancer classification, Ant Colony Optimization (ACO)
1	Piyushkumar A. Mundra, Jagath C. Rajapakse	F-score with Pareto Front Analysis for Multiclass Gene Selection.	EvoBIO	2009	DBLP DOI BibTeX RDF
1	Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Anazida Zainal	An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes.	IWANN	2009	DBLP DOI BibTeX RDF	Gene selection, microarray data, hybrid approach, particle swarm optimisation
1	Salih Tuna, Mahesan Niranjan	Cross-Platform Analysis with Binarized Gene Expression Data.	PRIB	2009	DBLP DOI BibTeX RDF	Cross-platform analysis, binary gene expression, classification
1	Mario R. Guarracino, Altannar Chinchuluun, Panos M. Pardalos	Decision rules for efficient classification of biological data.	Optimization Letters	2009	DBLP DOI BibTeX RDF	Generalized eigenvalue classification, Classification, Feature selection, Decision rules
1	Kun-hong Liu, De-Shuang Huang	Cancer classification using Rotation Forest.	Comp. in Bio. and Med.	2008	DBLP DOI BibTeX RDF
1	Alexander R. Statnikov, Lily Wang, Constantin F. Aliferis	A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Jinn-Yi Yeh	Applying Data Mining Techniques for Cancer Classification on gene Expression Data.	Cybernetics and Systems	2008	DBLP DOI BibTeX RDF
1	Alok Sharma, Kuldip K. Paliwal	Cancer classification by gradient LDA technique using microarray gene expression data.	Data Knowl. Eng.	2008	DBLP DOI BibTeX RDF