Search results for "random forest"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Weidong Mao, Shannon Kelly	An Optimum Random Forest Model for Prediction of Genetic Susceptibility to Complex Diseases.	PAKDD	2007	DBLP DOI BibTeX RDF	association study, complex diseases, prediction, random forest, risk factor, susceptibility
2	Zhiyuan Yang, Qinming Tan	The Application of Random Forest and Morphology Analysis to Fault Diagnosis on the Chain Box of Ships.	IITSI	2010	DBLP DOI BibTeX RDF	chain box, fault diagnosis, Random Forest, Morphology Analysis
2	Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar	Musical Instruments in Random Forest.	ISMIS	2009	DBLP DOI BibTeX RDF
2	Simon Bernard, Laurent Heutte, Sébastien Adam	Influence of Hyperparameters on Random Forest Accuracy.	MCS	2009	DBLP DOI BibTeX RDF	Decision Trees, Supervised Learning, Ensemble Method, Random Forests
2	Jasper R. R. Uijlings, Arnold W. M. Smeulders, Remko J. H. Scha	Real-time bag of words, approximately.	CIVR	2009	DBLP DOI BibTeX RDF	feature extraction, image retrieval, random forest, computational efficiency, bag of words
2	Xiaorui Wang, Shijin Wang, Jiaen Liang, Bo Xu	Improved phonotactic language identification using random forest language models.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Rahul Kumar Singh, Sarif Kumar Naik, Lalit Gupta, Srinivasan Balakrishnan, C. Santhosh, Keerthilatha M. Pai	Hybrid SVM - Random Forest classication system for oral cancer screening using LIF spectra.	ICPR	2008	DBLP DOI BibTeX RDF
2	Michael Botsch, Josef A. Nossek	Construction of interpretable Radial Basis Function classifiers based on the Random Forest kernel.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Abbas Z. Kouzani	Subcellular localisation of proteins in fluorescent microscope images using a random forest.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Muazzam Siddiqui, Morgan C. Wang, Joohan Lee	Detecting Trojans Using Data Mining Techniques.	IMTIC	2008	DBLP DOI BibTeX RDF	Trojan Detection, Data Mining, Support Vector Machines, Principal Component Analysis, Random Forest, Disassembly
2	Hiroyuki Mori, Yasushi Umezawa	Credit risk evaluation in power market with random forest.	SMC	2007	DBLP DOI BibTeX RDF
2	Miroslav Bursa, Lenka Lhotská, Martin Macas	Hybridized Swarm Metaheuristics for Evolutionary Random Forest Generation.	HIS	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	Taghi M. Khoshgoftaar, Moiz Golawala, Jason Van Hulse	An Empirical Study of Learning from Imbalanced Data Using Random Forest.	ICTAI	2007	DBLP DOI BibTeX RDF
2	Jia Rong, Yi-Ping Phoebe Chen, Morshed Chowdhury, Gang Li	Acoustic Features Extraction for Emotion Recognition.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF	Twice Learning, Machine Learning, Feature Extraction, Decision Tree, Ensemble Learning, Random Forest
2	Pengfei Han, Xiuzhen Zhang, Raymond S. Norton, Zhi-Ping Feng	Reducing Overfitting in Predicting Intrinsically Unstructured Proteins.	PAKDD	2007	DBLP DOI BibTeX RDF	intrinsically unstructured proteins, disordered region, amino acid composition, decision tree, random forest, overfitting
2	Dong Seong Kim, Sang Min Lee, Jong Sou Park	Building Lightweight Intrusion Detection System Based on Random Forest.	ISNN	2006	DBLP DOI BibTeX RDF
2	Ha-Nam Nguyen, Trung-Nghia Vu, Syng-Yup Ohn, Young-Mee Park, Mi Young Han, Chul-Woo Kim	Feature Elimination Approach Based on Random Forest for Cancer Diagnosis.	MICAI	2006	DBLP DOI BibTeX RDF
2	Ha-Nam Nguyen, Syng-Yup Ohn	DRFE: Dynamic Recursive Feature Elimination for Gene Identification Based on Random Forest.	ICONIP	2006	DBLP DOI BibTeX RDF
2	David P. Enot, Manfred Beckmann, John Draper	On the Interpretation of High Throughput MS Based Metabolomics Fingerprints with Random Forest.	CompLife	2006	DBLP DOI BibTeX RDF
2	Malgorzata Kretowska	Random Forest of Dipolar Trees for Survival Prediction.	ICAISC	2006	DBLP DOI BibTeX RDF
2	Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso	Rotation Forest: A New Classifier Ensemble Method.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	kappa-error diagrams, feature extraction, PCA, AdaBoost, bagging, Classifier ensembles, random forest
2	Dong Seong Kim, Sang Min Lee, Jong Sou Park	Toward Lightweight Intrusion Detection System Through Simultaneous Intrinsic Model Identification.	ISPA Workshops	2006	DBLP DOI BibTeX RDF	Data mining, Intrusion Detection System, Random Forest
2	Jeremy Rogers, Steve R. Gunn	Identifying Feature Relevance Using a Random Forest.	SLSFS	2005	DBLP DOI BibTeX RDF
2	Vladimir Svetnik, Andy Liaw, Christopher Tong, Ting Wang	Application of Breiman's Random Forest to Modeling Structure-Activity Relationships of Pharmaceutical Molecules.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
2	Young Truong, Xiaodong Lin, Chris Beecher	Learning a complex metabolomic dataset using random forests and support vector machines.	KDD	2004	DBLP DOI BibTeX RDF	support vector machines, missing data, random forest, metabolomics
1	Jose M. Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone	Extending information processing in a Fuzzy Random Forest ensemble.	Soft Comput.	2012	DBLP DOI BibTeX RDF
1	Evgeny A. Antipov, Elena B. Pokryshevskaya	Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Chetan Kumar, Alok Choudhary	A top-down approach to classify enzyme functional classes and sub-classes using random forest.	EURASIP J. Bioinformatics and Systems Biology	2012	DBLP DOI BibTeX RDF
1	Guillermo Mendez, Sharon Lohr	Estimating residual variance in random forest regression.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Wen Zhang, Yi Xiong, Meng Zhao, Hua Zou, Xinghuo Ye, Juan Liu	Prediction of conformational B-cell epitopes from 3D structures by random forest with a distance-based feature.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Jiamin Xiao, Xiaojing Tang, Yizhou Li, Zheng Fang, Daichuan Ma, Yangzhige He, Menglong Li	Identification of microRNA precursors based on random forest with network-level representation method of stem-loop structure.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Yunqi Li, Yaping Fang, Jianwen Fang	Predicting residue-residue contacts using random forest models.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Teppei Ebina, Hiroyuki Toh, Yutaka Kuroda	DROP: an SVM domain linker predictor trained with optimal features selected by random forest.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Elena A. Manilich, Z. Meral Özsoyoglu, Valeriy Trubachev, Tomas Radivoyevitch	Classification of Large microarray Datasets Using Fast Random Forest Construction.	J. Bioinformatics and Computational Biology	2011	DBLP DOI BibTeX RDF
1	Miron B. Kursa, Witold R. Rudnicki	The All Relevant Feature Selection using Random Forest	CoRR	2011	DBLP BibTeX RDF
1	Miron B. Kursa, Lukasz Komsta, Witold R. Rudnicki	Random forest models of the retention constants in the thin layer chromatography	CoRR	2011	DBLP BibTeX RDF
1	Gang Yu, Norberto A. Goussies, Junsong Yuan, Zicheng Liu	Fast Action Detection via Discriminative Random Forest Voting and Top-K Subvolume Search.	IEEE Transactions on Multimedia	2011	DBLP DOI BibTeX RDF
1	Carla C. M. Chen, Holger Schwender, Jonthan Keith, Robin Nunkesser, Kerrie L. Mengersen, Paula E. Macrossan	Methods for Identifying SNP Interactions: A Review on Variations of Logic Regression, Random Forest and Bayesian Logistic Regression.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Chao Deng, Mao Zu Guo	A new co-training-style random forest for computer aided diagnosis.	J. Intell. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	M. Luz Calle, Víctor Urrea	Letter to the Editor: Stability of Random Forest importance measures.	Briefings in Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Kristin K. Nicodemus	Letter to the Editor: On the stability and ranking of predictors from random forest variable importance measures.	Briefings in Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Jose M. Cadenas, M. Carmen Garrido, Raquel Martínez	Learning in a Fuzzy Random Forest ensemble from imperfect data.	SMC	2011	DBLP DOI BibTeX RDF
1	Celine Vens, Fabrizio Costa	Random Forest Based Feature Induction.	ICDM	2011	DBLP DOI BibTeX RDF
1	Tadeusz Lasota, Tomasz Luczak, Bogdan Trawinski	Investigation of Random Subspace and Random Forest Methods Applied to Property Valuation Data.	ICCCI	2011	DBLP DOI BibTeX RDF
1	Wladyslaw Homenda, Wojciech Lesinski	Features Selection in Character Recognition with Random Forest Classifier.	ICCCI	2011	DBLP DOI BibTeX RDF
1	Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska	All That Jazz in the Random Forest.	ISMIS	2011	DBLP DOI BibTeX RDF
1	Raymond S. Smith, M. Bober, Terry Windeatt	A Comparison of Random Forest with ECOC-Based Classifiers.	MCS	2011	DBLP DOI BibTeX RDF
1	David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano	Random forest: A reliable tool for patient response prediction.	BIBM Workshops	2011	DBLP DOI BibTeX RDF
1	Qingyao Wu, Yunming Ye, Yang Liu, Michael K. Ng	Stratified Random Forest for Genome-wide Association Study.	BIBM	2011	DBLP DOI BibTeX RDF
1	Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán, Fermín Segovia, Alberto Olivares	Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest.	IWINAC	2011	DBLP DOI BibTeX RDF
1	Dengju Yao, Jing Yang, Xiaojuan Zhan	Predicting breast cancer survivability using random forest and multivariate adaptive regression splines.	EMEIT	2011	DBLP DOI BibTeX RDF
1	Jose M. Cadenas, M. Carmen Garrido, Raquel Martínez, Piero P. Bonissone	Towards the learning from low quality data in a Fuzzy Random Forest ensemble.	FUZZ-IEEE	2011	DBLP DOI BibTeX RDF
1	Alexander G. Schwing, Christopher Zach, Yefeng Zheng, Marc Pollefeys	Adaptive random forest - How many "experts" to ask before making a decision?	CVPR	2011	DBLP DOI BibTeX RDF
1	Gang Yu, Junsong Yuan, Zicheng Liu	Unsupervised random forest indexing for fast action search.	CVPR	2011	DBLP DOI BibTeX RDF
1	Katherine R. Gray, Paul Aljabar, Rolf A. Heckemann, Alexander Hammers, Daniel Rueckert	Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia.	MLMI	2011	DBLP DOI BibTeX RDF
1	Janne Näppi, Daniele Regge, Hiroyuki Yoshida	Comparative Performance of Random Forest and Support Vector Machine Classifiers for Detection of Colorectal Lesions in CT Colonography.	Abdominal Imaging	2011	DBLP DOI BibTeX RDF
1	Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki	Playing in Unison in the Random Forest.	SIIS	2011	DBLP DOI BibTeX RDF
1	Gökhan Akçapinar, Erdal Cosgun, Arif Altun	Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression.	EDM	2011	DBLP BibTeX RDF
1	Gang Yu, Junsong Yuan, Zicheng Liu	Real-time human action search using random forest based hough voting.	ACM Multimedia	2011	DBLP DOI BibTeX RDF
1	Ji-Hyeon Lee, Deok-Yeon Kim, Byoungchul Ko, Jae-Yeal Nam	Keyword Annotation of Medical Image with Random Forest Classifier and Confidence Assigning.	CGIV	2011	DBLP DOI BibTeX RDF
1	Muhammad Kashif Khan, Ahmer Umer	An Experimental Evaluation of Ensemble Methods for Pattern Classification.	CICSyN	2011	DBLP DOI BibTeX RDF	pattern recognition, boosting, bagging, ensemble methods, random forest
1	Joon Young Kwak, Byoungchul Ko, Jae-Yeal Nam	Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns.	CGIV	2011	DBLP DOI BibTeX RDF	forest smoke, spatial-temporal visual feature, ensemble trees, random forest, key frame
1	Ali Anaissi, Paul J. Kennedy, Madhu Goyal	Feature Selection of Imbalanced Gene Expression Microarray Data.	SNPD	2011	DBLP DOI BibTeX RDF	feature selection, cost sensitive learning, random forest, imbalanced data
1	Pooja Jain, Jonathan D. Hirst	Automatic structure classification of small proteins using random forest.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Kristin K. Nicodemus, James D. Malley, Carolin Strobl, Andreas Ziegler	The behaviour of random forest permutation-based variable importance measures under predictor correlation.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Yihui Qiu, Hong Li	Application of Feature Extraction Method in Customer Churn Prediction Based on Random Forest and Transduction.	JCIT	2010	DBLP BibTeX RDF
1	Qifeng Zhou, Wencai Hong, Linkai Luo, Fan Yang	Gene Selection Using Random Forest and Proximity Differences Criterion on DNA Microarray Data.	JCIT	2010	DBLP BibTeX RDF
1	C. Vimal, B. Sathish	Random Forest Classifier Based ECG Arrhythmia Classification.	IJHISI	2010	DBLP BibTeX RDF
1	Zhi-Ping Liu, Ling-Yun Wu, Yong Wang, Xiang-Sun Zhang, Luonan Chen	Prediction of protein-RNA binding sites by a random forest method with combined features.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Gérard Biau, Luc Devroye	On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification.	J. Multivariate Analysis	2010	DBLP DOI BibTeX RDF
1	S. L. A. Lee, Abbas Z. Kouzani, E. J. Hu	Random forest based lung nodule classification aided by clustering.	Comp. Med. Imag. and Graph.	2010	DBLP DOI BibTeX RDF
1	Piero P. Bonissone, José Manuel Cadenas, M. Carmen Garrido, R. Andrés Díaz-Valladares	A fuzzy random forest.	Int. J. Approx. Reasoning	2010	DBLP DOI BibTeX RDF
1	Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Omid Dehzangi	Using Random Forest for Protein Fold Prediction Problem: An Empirical Study.	J. Inf. Sci. Eng.	2010	DBLP BibTeX RDF
1	Giovanni De Luca, Giorgia Rivieccio, Paola Zuccolotto	Combining random forest and copula functions: A heuristic approach for selecting assets from a financial crisis perspective.	Int. Syst. in Accounting, Finance and Management	2010	DBLP DOI BibTeX RDF
1	Tracy D. Lemmond, Barry Y. Chen, Andrew O. Hatch, William G. Hanley	An Extended Study of the Discriminant Random Forest.	Data Mining	2010	DBLP DOI BibTeX RDF
1	Xin Miao, Jill S. Heaton	A comparison of random forest and Adaboost tree in ecosystem classification in east Mojave Desert.	Geoinformatics	2010	DBLP DOI BibTeX RDF
1	Dmitry Devetyarov, Ilia Nouretdinov	Prediction with Confidence Based on a Random Forest Classifier.	AIAI	2010	DBLP DOI BibTeX RDF
1	Julie Hardman, Alberto Paucar-Caceres, Cathy Urquhart, Alan Fielding	Predicting Students Progression Using Existing University Datasets: A Random Forest Application.	AMCIS	2010	DBLP BibTeX RDF
1	Natalia Larios, B. Soran, Linda G. Shapiro, Gonzalo Martínez-Muñoz, J. Lin, Thomas G. Dietterich	Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification.	ICPR	2010	DBLP DOI BibTeX RDF
1	Jiguo Cao, Guangzhe Fan	Signal Classification Using Random Forest with Kernels.	AICT	2010	DBLP DOI BibTeX RDF
1	Rehanullah Khan, Allan Hanbury, Julian Stöttinger	Skin detection: A random forest approach.	ICIP	2010	DBLP DOI BibTeX RDF
1	Yali Li, Shengjin Wang, Xiaoqing Ding	Person-independent head pose estimation based on random forest regression.	ICIP	2010	DBLP DOI BibTeX RDF
1	Liang Wang, Yizhou Wang, Debin Zhao	Building Emerging Pattern (EP) Random forest for recognition.	ICIP	2010	DBLP DOI BibTeX RDF
1	Gene M. Ko, A. Srinivas Reddy, Sunil Kumar, Srinivas A. Bailey, Rajni Garg	Classification of HIV-1 protease crystal structures using Random Forest, linear discriminant analysis and logistic regression.	CIBCB	2010	DBLP DOI BibTeX RDF
1	Guangzhe Fan, Zhou Wang, Seoung Bum Kim, Chivalai Temiyasathit	Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest.	ICISP	2010	DBLP DOI BibTeX RDF
1	Michael Botsch, Christoph Lauer	Complexity reduction using the Random Forest classifier in a collision detection algorithm.	Intelligent Vehicles Symposium	2010	DBLP DOI BibTeX RDF
1	Ping Sun, Irena Begaj, Iris Fermin, Jim McManus	Creating health typologies with random forest clustering.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Shaolei Teng, Hong Luo, Liangjiang Wang	Random forest-based prediction of protein sumoylation sites from sequence features.	BCB	2010	DBLP DOI BibTeX RDF
1	Nadia Payet, Sinisa Todorovic	(RF)^2 - Random Forest Random Field.	NIPS	2010	DBLP BibTeX RDF
1	Haiqiang Zuo, Weiming Hu, Ou Wu	Patch-based skin color detection and its application to pornography image filtering.	WWW	2010	DBLP DOI BibTeX RDF	covariance descriptors, pornography, skin patch, skin tone, skin color detection
1	Joseph Sexton, Petter Laake	Standard errors for bagged and random forest estimators.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Zheng Rong Yang	Predicting sulfotyrosine sites using the random forest algorithm with significantly improved prediction accuracy.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Yan A. Meng, Yi Yu, L. Adrienne Cupples, Lindsay A. Farrer, Kathryn L. Lunetta	Performance of random forest when SNPs are in linkage disequilibrium.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Fan Yang, Hua-zhen Wang, Hong Mi, Cheng-de Lin, Wei-wen Cai	Using random forest for reliable classification and cost-sensitive learning for medical diagnosis.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Bjoern H. Menze, B. Michael Kelm, Ralf Masuch, Uwe Himmelreich, Peter Bachert, Wolfgang Petrich, Fred A. Hamprecht	A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Rui Jiang, Wanwan Tang, Xuebing Wu, Wenhui Fu	A random forest approach to the detection of epistatic interactions in case-control studies.	BMC Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Jiansheng Wu, Hongde Liu, Xueye Duan, Yan Ding, Hongtao Wu, Yunfei Bai, Xiao Sun	Prediction of DNA-binding residues in proteins from amino acid sequences using a random forest model with a hybrid feature.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Stefan Lessmann, Sebastian Schüller, Stefan Voß	Kostensensitive Klassifikation mit Random Forest.	HMD - Praxis Wirtschaftsinform.	2009	DBLP BibTeX RDF
1	Xiaodong Na, Shuying Zang, Jianhua Wang	Evalution of Random Forest Ensemble Classification for Land Cover Mapping Using TM and Ancillary Geographical Data.	FSKD	2009	DBLP DOI BibTeX RDF