Search results for "AUC"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
172	Stijn Vanderlooy, Eyke Hüllermeier	A Critical Analysis of Variants of the AUC.	ECML/PKDD (1)	2008	DBLP DOI BibTeX RDF
107	Stijn Vanderlooy, Eyke Hüllermeier	A critical analysis of variants of the AUC.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Area under the ROC curve, Ranking performance, Bias-variance analysis, AUC variants, AUC maximization, ROC analysis
95	Toon Calders, Szymon Jaroszewicz	Efficient AUC Optimization for Classification.	PKDD	2007	DBLP DOI BibTeX RDF
82	Shaomin Wu, Peter A. Flach, Cèsar Ferri Ramirez	An Improved Model Selection Heuristic for AUC.	ECML	2007	DBLP DOI BibTeX RDF
82	Remco R. Bouckaert	Efficient AUC Learning Curve Calculation.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
82	Jin Huang, Charles X. Ling	Using AUC and Accuracy in Evaluating Learning Algorithms.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF
82	Jin Huang, Jingjing Lu, Charles X. Ling	Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy.	ICDM	2003	DBLP DOI BibTeX RDF
77	David J. Hand	Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools.	KDD	2009	DBLP DOI BibTeX RDF	KDD invited talk
69	Saharon Rosset	Model selection via the AUC.	ICML	2004	DBLP DOI BibTeX RDF
65	Bin Chen, Bin Li 0006, Zhisong Pan	SVDD regularized with area under the ROC.	ICIS	2009	DBLP DOI BibTeX RDF	regularization, outlier detection, support vector data description, AUC
64	Waleed A. Yousef, Robert F. Wagner, Murray H. Loew	Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	Classification, nonparametric statistics, ROC analysis
64	Charles X. Ling, Huajie Zhang	Toward Bayesian Classifiers with Accurate Probabilities.	PAKDD	2002	DBLP DOI BibTeX RDF
57	Urvesh Bhowan, Mengjie Zhang 0001, Mark Johnston	AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data.	GECCO	2010	DBLP DOI BibTeX RDF	evolutionary multi-objective optimisation, classification, genetic programming, class imbalance
57	Roberto Tronci, Giorgio Giacinto, Fabio Roli	Index Driven Combination of Multiple Biometric Experts for AUC Maximisation.	MCS	2007	DBLP DOI BibTeX RDF
57	Xiujuan Chen, Yichuan Zhao, Yan-Qing Zhang 0001, Robert W. Harrison	Combining SVM Classifiers Using Genetic Fuzzy Systems Based on AUC for Gene Expression Data Analysis.	ISBRA	2007	DBLP DOI BibTeX RDF	Receiver Operating Characteristic (ROC), Genetic Fuzzy System (GFS), Support Vector Machines (SVMs), Gene Expression, Classifier fusion
57	Alex K. S. Wong, John W. T. Lee, Daniel S. Yeung	Improving Text Classifier Performance based on AUC.	ICPR (3)	2006	DBLP DOI BibTeX RDF
57	Charles X. Ling, Jin Huang, Harry Zhang	AUC: A Better Measure than Accuracy in Comparing Learning Algorithms.	AI	2003	DBLP DOI BibTeX RDF
52	Bin Wang, Harry Zhang	Improving the Ranking Performance of Decision Trees.	ECML	2006	DBLP DOI BibTeX RDF	Class Probability, WPE, Decision Tree, Ranking, Shrinkage, AUC
51	Fatma Latifoglu, Sadik Kara, Erkan Imal	Comparison of Short-Time Fourier Transform and Eigenvector MUSIC Methods Using Discrete Wavelet Transform for Diagnosis of Atherosclerosis.	J. Medical Syst.	2009	DBLP DOI BibTeX RDF	Atherosclerosis, Carotid artery, Eigenvector MUSIC method, Discrete wavelet transform, Short-time Fourier transform
51	Brahim Hamadicharef, Cuntai Guan, Emmanuel C. Ifeachor, Nigel R. Hudson, Sunil Wimalaratna	Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease.	BMEI (1)	2008	DBLP DOI BibTeX RDF	Alzheimers Disease, electroencephalogram, dementia, biomarker, early detection
51	Sheng Gao, Qibin Sun	Classifier Optimization for Multimedia Semantic Concept Detection.	ICME	2006	DBLP DOI BibTeX RDF
51	Alan Herschtal, Bhavani Raskutti	Optimising area under the ROC curve using gradient descent.	ICML	2004	DBLP DOI BibTeX RDF
44	Mohammad Shahram Moin, Mehdi Parviz	Exploring AUC Boosting Approach in Multimodal Biometrics Score Level Fusion.	IIH-MSP	2009	DBLP DOI BibTeX RDF	Score Level, Biometrics, Multimodal, Fusion, AUC
44	Ben Van Calster, Vanya Van Belle, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel	Multi-class AUC metrics and weighted alternatives.	IJCNN	2008	DBLP DOI BibTeX RDF
44	John A. Doucette, Malcolm I. Heywood	GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation.	EuroGP	2008	DBLP DOI BibTeX RDF
44	Claudio Marrocco, Mario Molinara, Francesco Tortorella	AUC-Based Linear Combination of Dichotomizers.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
43	Zhenqiu Liu, Terry Hyslop	Partial AUC for Differentiated Gene Detection.	BIBE	2010	DBLP DOI BibTeX RDF	Partial AUC, Differentiated Genes, Specificity
38	Lingling Zhang 0001, Qingxi Wang, Jie Wei, Xiao Wang, Yong Shi 0001	The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance.	ICCS (2)	2009	DBLP DOI BibTeX RDF	Data Mining Model, Distinguishing Ability Measurement
38	Ankur Jain, Daniel Nikovski	Incremental Exemplar Learning Schemes for Classification on Embedded Devices.	ECML/PKDD (1)	2008	DBLP DOI BibTeX RDF
38	Lin-Yi Wu, Yi-Bing Lin	Authentication Vector Management for UMTS.	IEEE Trans. Wirel. Commun.	2007	DBLP DOI BibTeX RDF
38	D. P. Allen, Jim Graham, Damian J. J. Farnell, Elizabeth J. Harrison, Reinhilde Jacobs, Kety Nicopolou-Karayianni, Christina Lindh, Paul F. van der Stelt, Keith Horner, Hugh Devlin	Detecting Reduced Bone Mineral Density From Dental Radiographs Using Statistical Shape Models.	IEEE Trans. Inf. Technol. Biomed.	2007	DBLP DOI BibTeX RDF
38	Xia Hong 0001, Sheng Chen 0001, Chris J. Harris	A Kernel-Based Two-Class Classifier for Imbalanced Data Sets.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
38	Peter A. Flach	Putting Things in Order: On the Fundamental Role of Ranking in Classification and Probability Estimation.	ECML/PKDD	2007	DBLP DOI BibTeX RDF
38	Jonathan L. Jesneck, Sayan Mukherjee 0001, Loren W. Nolte, Anna E. Lokshin, Jeffrey R. Marks, Joseph Y. Lo	Decision Fusion of Circulating Markers for Breast Cancer Detection in Premenopausal Women.	BIBE	2007	DBLP DOI BibTeX RDF
38	Kiran S. Balagani, Vir V. Phoha, Gopi K. Kuchimanchi	A Divergence-measure Based Classification Method for Detecting Anomalies in Network Traffic.	ICNSC	2007	DBLP DOI BibTeX RDF
38	Harald Steck	Hinge Rank Loss and the Area Under the ROC Curve.	ECML	2007	DBLP DOI BibTeX RDF
38	Gobert N. Lee, Hiroshi Fujita 0001	K-means Clustering for Classifying Unlabelled MRI Data.	DICTA	2007	DBLP DOI BibTeX RDF
38	Nahla H. Barakat, Andrew P. Bradley	Rule Extraction from Support Vector Machines: Measuring the Explanation Capability Using the Area under the ROC Curve.	ICPR (2)	2006	DBLP DOI BibTeX RDF
38	Waleed A. Yousef, Robert F. Wagner, Murray H. Loew	Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC Parameters.	AIPR	2004	DBLP DOI BibTeX RDF
38	César Ferri, José Hernández-Orallo, Miguel A. Salido	Volume under the ROC Surface for Multi-class Problems.	ECML	2003	DBLP DOI BibTeX RDF
38	Ankur Jain, Daniel Nikovski	Incremental exemplar learning schemes for classification on embedded devices.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Exemplar learning, Parzen density estimator, AUC analysis, Entropy and mutual information, Instance-based learning
37	Zheng Xie 0001, Yu Liu, Haoyuan He, Ming Li 0005, Zhi-Hua Zhou	Weakly Supervised AUC Optimization: A Unified Partial AUC Approach.	CoRR	2023	DBLP DOI BibTeX RDF
37	Jianzhi Xv, Gang Li, Tianbao Yang	AUC-mixup: Deep AUC Maximization with Mixup.	CoRR	2023	DBLP DOI BibTeX RDF
37	Yao Yao, Qihang Lin, Tianbao Yang	Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints.	AISTATS	2023	DBLP BibTeX RDF
37	Dixian Zhu, Gang Li, Bokun Wang, Xiaodong Wu, Tianbao Yang	When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee.	CoRR	2022	DBLP DOI BibTeX RDF
37	Yao Yao, Qihang Lin, Tianbao Yang	Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints.	CoRR	2022	DBLP DOI BibTeX RDF
37	Dixian Zhu, Gang Li, Bokun Wang, Xiaodong Wu, Tianbao Yang	When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee.	ICML	2022	DBLP BibTeX RDF
37	Matthew Norton 0001, Stan Uryasev	Maximization of AUC and Buffered AUC in binary classification.	Math. Program.	2019	DBLP DOI BibTeX RDF
37	Peng Han 0005, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng 0001, Panos Kalnis	AUC-MF: Point of Interest Recommendation with AUC Maximization.	ICDE	2019	DBLP DOI BibTeX RDF
37	Meng Zou, Zhaoqi Liu, Xiang-Sun Zhang, Yong Wang 0001	NCC-AUC: an AUC optimization method to identify multi-biomarker panel for cancer prognosis from genomic and clinical data.	Bioinform.	2015	DBLP DOI BibTeX RDF
31	Álvaro Fialho, Marc Schoenauer, Michèle Sebag	Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	adaptive strategy selection, comparison-based, roc area under curve, benchmarking, black-box optimization, multi-armed bandits
31	Zhenqiu Liu	Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization.	ICMLA	2008	DBLP DOI BibTeX RDF
31	César Ferri, Peter A. Flach, José Hernández-Orallo	Improving the AUC of Probabilistic Estimation Trees.	ECML	2003	DBLP DOI BibTeX RDF
26	Pinar Donmez, Jaime G. Carbonell	Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve.	ECIR	2009	DBLP DOI BibTeX RDF	rank learning, hinge loss, Active learning, performance optimization, document retrieval, AUC
26	Leena Choi, Brian C. Caffo, Charles Rohde	Optimal sampling times in bioequivalence studies using a simulated annealing algorithm.	Stat. Comput.	2007	DBLP DOI BibTeX RDF	Optimal sampling, Bioequivalence, Pharmacokinetic model, Simulated annealing, Optimal design, AUC
26	Aditya Khosla, Yu Cao, Cliff Chiung-Yu Lin, Hsu-Kuang Chiu, Junling Hu, Honglak Lee	An integrated machine learning approach to stroke prediction.	KDD	2010	DBLP DOI BibTeX RDF	concordance index, medical data analysis, stroke prediction, classification, SVM, feature selection, prediction, benchmark, healthcare, data analysis, stroke, ROC
26	Liangxiao Jiang, Chaoqun Li 0001, Zhihua Cai	Learning decision tree for ranking.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Class probability estimation, Similarity-weighted voting, Decision trees, Ranking, Voting, Naive Bayes
26	Liangxiao Jiang, Harry Zhang, Zhihua Cai	A Novel Bayes Model: Hidden Naive Bayes.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
26	Celso Y. Ishida, Aurora T. R. Pozo, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg	Multiobjective Optimization and Rule Learning: Subselection Algorithm or Meta-heuristic Algorithm?.	Innovative Applications in Data Mining	2009	DBLP DOI BibTeX RDF
26	Johannes Fürnkranz, Eyke Hüllermeier, Stijn Vanderlooy	Binary Decomposition Methods for Multipartite Ranking.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF
26	István Bíró, Jácint Szabó	Latent Dirichlet Allocation for Automatic Document Categorization.	ECML/PKDD (2)	2009	DBLP DOI BibTeX RDF
26	Stephan Dreiseitl, Melanie Osl	Feature Selection Based on Pairwise Classification Performance.	EUROCAST	2009	DBLP DOI BibTeX RDF	pairwise evaluation, Feature selection, feature ranking
26	István Bíró, Dávid Siklósi, Jácint Szabó, András A. Benczúr	Linked latent Dirichlet allocation in web spam filtering.	AIRWeb	2009	DBLP DOI BibTeX RDF	web content spam, information retrieval, feature selection, latent Dirichlet allocation, document classification, text analysis
26	Maria-Florina Balcan, Nikhil Bansal 0001, Alina Beygelzimer, Don Coppersmith, John Langford 0001, Gregory B. Sorkin	Robust reductions from ranking to classification.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Classification, Ranking, Reductions
26	Kemal Polat, Sebnem Yosunkaya, Salih Günes	Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome.	J. Medical Syst.	2008	DBLP DOI BibTeX RDF	Obstructive sleep apnea syndrome (OSAS), C4.5 Decision tree classifier, Artificial immune recognition system, Polysomnography, Artificial neural network, Adaptive neuro-fuzzy inference system
26	Giacomo Cancelli, Gwenaël J. Doërr, Ingemar J. Cox, Mauro Barni	Detection of +/-1 LSB steganography based on the amplitude of histogram local extrema.	ICIP	2008	DBLP DOI BibTeX RDF
26	Michail G. Kounelakis, Michalis E. Zervakis, Michalis E. Blazadonakis, Geert J. Postma, Lutgarde M. C. Buydens, Arend Heerschap, X. Kotsiakis	Identification of significant metabolic markers from MRSI data for brain cancer classification.	BIBE	2008	DBLP DOI BibTeX RDF
26	Shu-Xue Zou, Yanxin Huang, Yan Wang 0028, Jianxin Wang, Chunguang Zhou	SVM Learning from Imbalanced Data by GA Sampling for Protein Domain Prediction.	ICYCS	2008	DBLP DOI BibTeX RDF
26	Thomas Deselaers, Allan Hanbury	The Visual Concept Detection Task in ImageCLEF 2008.	CLEF	2008	DBLP DOI BibTeX RDF
26	Jing Zhang 0002, Monte S. Buchsbaum, Kingwai Chu, Erin A. Hazlett	Comparison between Voxel-based Morphometry and Volumetric Analysis in Schizophrenia.	BMEI (2)	2008	DBLP DOI BibTeX RDF
26	Cristiano Leite Castro, Antônio de Pádua Braga	Optimization of the Area under the ROC Curve.	SBRN	2008	DBLP DOI BibTeX RDF
26	Yading Yuan, Maryellen L. Giger, Hui Li 0024, Li Lan, Charlene A. Sennett	Identifying Corresponding Lesions from CC and MLO Views Via Correlative Feature Analysis.	Digital Mammography / IWDM	2008	DBLP DOI BibTeX RDF
26	Roberto Rodrigues Pereira, Paulo M. Azevedo-Marques, Marcelo O. Honda, Sérgio Koodi Kinoshita, Roger Engelmann, Chisako Muramatsu, Kunio Doi	Usefulness of Texture Analysis for Computerized Classification of Breast Lesions on Mammograms.	J. Digit. Imaging	2007	DBLP DOI BibTeX RDF	texture analysis, computer-aided diagnosis, Mammography
26	Sheng Gao, Qibin Sun	Improving Semantic Concept Detection Through Optimizing Ranking Function.	IEEE Trans. Multim.	2007	DBLP DOI BibTeX RDF
26	Roberto Tronci, Giorgio Giacinto, Fabio Roli	Selection of Experts for the Design of Multiple Biometric Systems.	MLDM	2007	DBLP DOI BibTeX RDF
26	Maria-Florina Balcan, Nikhil Bansal 0001, Alina Beygelzimer, Don Coppersmith, John Langford 0001, Gregory B. Sorkin	Robust Reductions from Ranking to Classification.	COLT	2007	DBLP DOI BibTeX RDF
26	Kun Zhang 0012, Wei Fan 0001, Bill P. Buckles, Xiaojing Yuan, Zujia Xu	Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation.	ICDM	2006	DBLP DOI BibTeX RDF
26	Matt Culver, Kun Deng, Stephen Scott 0001	Active Learning to Maximize Area Under the ROC Curve.	ICDM	2006	DBLP DOI BibTeX RDF
26	David M. J. Tax, Robert P. W. Duin	Linear model combining by optimizing the Area under the ROC curve.	ICPR (4)	2006	DBLP DOI BibTeX RDF	area under the ROC curve, pattern recognition, combining classifiers, class imbalance, chest radiography
26	Han Liang, Yuhong Yan	Learning Naïve Bayes Tree for Conditional Probability Estimation.	Canadian AI	2006	DBLP DOI BibTeX RDF
26	Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski	Data Fusion for Outlier Detection through Pseudo-ROC Curves and Rank Distributions.	IJCNN	2006	DBLP DOI BibTeX RDF
26	Martin Scholz	Boosting in PN Spaces.	ECML	2006	DBLP DOI BibTeX RDF
26	Han Liang, Yuhong Yan	Lazy Learning for Improving Ranking of Decision Trees.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
26	Thomas C. W. Landgrebe, Robert P. W. Duin	Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
26	Parmeshwar Khurd, Gene Gindi	Decision strategies that maximize the area under the LROC curve.	IEEE Trans. Medical Imaging	2005	DBLP DOI BibTeX RDF
26	Liangxiao Jiang, Harry Zhang, Zhihua Cai, Jiang Su	Learning Tree Augmented Naive Bayes for Ranking.	DASFAA	2005	DBLP DOI BibTeX RDF	data mining and knowledge discovery, Bayesian networks, decision trees, learning algorithms
26	Liangxiao Jiang, Yuanyuan Guo	Learning Lazy Naive Bayesian Classifiers for Ranking.	ICTAI	2005	DBLP DOI BibTeX RDF
26	Liangxiao Jiang, Harry Zhang, Zhihua Cai, Jiang Su	One Dependence Augmented Naive Bayes.	ADMA	2005	DBLP DOI BibTeX RDF
26	Liangxiao Jiang, Harry Zhang, Jiang Su	Learning k-Nearest Neighbor Naive Bayes for Ranking.	ADMA	2005	DBLP DOI BibTeX RDF
26	Andrew P. Bradley, I. Dennis Longstaff	Sample Size Estimation using the Receiver Operating Characteristic Curve.	ICPR (4)	2004	DBLP DOI BibTeX RDF
26	Michèle Sebag, Jérôme Azé, Noël Lucas	Impact Studies and Sensitivity Analysis in Medical Data Mining with ROC-based Genetic Learning.	ICDM	2003	DBLP DOI BibTeX RDF
26	Shengli Bao, Peter R. Wurman	A comparison of two algorithms for multi-unit k-double auctions.	ICEC	2003	DBLP DOI BibTeX RDF	Clearing Algorithms, Double Auctions
25	Topon Kumar Paul, Ken Ueno, Koichiro Iwata, Toshio Hayashi, Nobuyoshi Honda	Genetic Algorithm Based Methods for Identification of Health Risk Factors Aimed at Preventing Metabolic Syndrome.	SEAL	2008	DBLP DOI BibTeX RDF	unbalanced data, metabolic syndrome, RPMBGA+, AUC balanced, classification, Feature selection, fitness evaluation
18	Junhui Qian, Jinru Zhang, Ailing Zhang, Zhuoran Sun, Hu Mao	Multisensor Detection Design via a Weighted Scheme With AUC and Information Theory.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
18	Shoukun Xu, Yanrui Ding, Yanhao Wang, Junru Luo	FAUC-S: Deep AUC maximization by focusing on hard samples.	Neurocomputing	2024	DBLP DOI BibTeX RDF
18	Cem Ata Baykara, Ali Burak Ünal, Mete Akgün	FHAUC: Privacy Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption.	CoRR	2024	DBLP DOI BibTeX RDF
18	Wentao Shi, Chenxu Wang, Fuli Feng, Yang Zhang, Wenjie Wang, Junkang Wu, Xiangnan He 0001	Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation.	CoRR	2024	DBLP DOI BibTeX RDF
18	Tianyu Luan, Zhong Li, Lele Chen, Xuan Gong, Lichang Chen, Yi Xu, Junsong Yuan	Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation.	CoRR	2024	DBLP DOI BibTeX RDF
18	Elias Chaibub Neto, Vijay Yadav, Solveig K. Sieberts, Larsson Omberg	A novel estimator for the two-way partial AUC.	BMC Medical Informatics Decis. Mak.	2024	DBLP DOI BibTeX RDF
18	Haochen Shi, Ming-Kun Xie, Shengjun Huang	Robust AUC maximization for classification with pairwise confidence comparisons.	Frontiers Comput. Sci.	2024	DBLP DOI BibTeX RDF