Search results for "cost-sensitive"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
70	Yin Zhang, Zhi-Hua Zhou	Cost-Sensitive Face Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	cost-sensitive face recognition, multiclass cost-sensitive learning, Face recognition, cost-sensitive learning
68	Prithviraj Sen, Lise Getoor	Cost-sensitive learning with conditional Markov networks.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Structured output spaces, Machine learning, Cost-sensitive learning, Markov networks
63	Shengli Sheng, Charles X. Ling	Hybrid Cost-Sensitive Decision Tree.	PKDD	2005	DBLP DOI BibTeX RDF
60	Victor S. Sheng, Charles X. Ling	Partial example acquisition in cost-sensitive learning.	KDD	2007	DBLP DOI BibTeX RDF	active cost-sensitive learning, interactive and online data mining, data mining, machine learning, active learning, induction, data acquisition, cost-sensitive learning
55	Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi	Automatically countering imbalance and its empirical relationship to cost.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Unbalanced data, Classification, Cost-sensitive learning
54	Jin Li 0005, Xiaoli Li 0002, Xin Yao 0001	Cost-sensitive classification with genetic programming.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
53	Qiujie Li, Yaobin Mao, Zhiquan Wang, Wenbo Xiang	Cost-Sensitive Boosting: Fitting an Additive Asymmetric Logistic Regression Model.	ACML	2009	DBLP DOI BibTeX RDF	Cost-Sensitive Boosting, Boosting, Logistic Regression
53	Zhi-Hua Zhou, Xu-Ying Liu	Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	threshold-moving, data mining, neural networks, Machine learning, sampling, ensemble learning, cost-sensitive learning, class imbalance learning
51	Aurélie C. Lozano, Naoki Abe	Multi-class cost-sensitive boosting with p-norm loss functions.	KDD	2008	DBLP DOI BibTeX RDF	boosting, cost-sensitive learning, multi-class classification
50	Xu-Ying Liu, Zhi-Hua Zhou	Learning with cost intervals.	KDD	2010	DBLP DOI BibTeX RDF	cost intervals, misclassification costs, cost-sensitive learning
48	Huimin Zhao	Instance weighting versus threshold adjusting for cost-sensitive classification.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Instance weighting, Threshold adjusting, Classification, Cost-sensitive learning, ROC curve
48	Jinfu Liu, Daren Yu	A Weighted Rough Set Approach for Cost-Sensitive Learning.	RSFDGrC	2007	DBLP DOI BibTeX RDF	Weighted rough set, cost-sensitive learning, rule extraction, knowledge reduction
48	Naoki Abe, Bianca Zadrozny, John Langford 0001	An iterative method for multi-class cost-sensitive learning.	KDD	2004	DBLP DOI BibTeX RDF	boosting, cost-sensitive learning, multi-class classification
48	José María Gómez Hidalgo	Evaluating cost-sensitive Unsolicited Bulk Email categorization.	SAC	2002	DBLP DOI BibTeX RDF	unsolicited bulk email, evaluation, text categorization, cost-sensitive classification
48	Xingquan Zhu 0001, Xindong Wu 0001	Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	noise handling, Data mining, classification, cost-sensitive learning
47	Xiao Chang, Qinghua Zheng, Peng Lin	Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set.	ICIC (2)	2009	DBLP DOI BibTeX RDF	Supported vector learning, Learning to rank, Cost-sensitive learning, Imbalanced data set
47	Ning Chen 0003, Armando Vieira, João M. M. Duarte, Bernardete Ribeiro, João Carvalho das Neves	Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction.	EPIA	2009	DBLP DOI BibTeX RDF	Distress prediction, neural network, classification, cost-sensitive learning, learning vector quantization
47	Qiang Yang 0001, Charles X. Ling, Xiaoyong Chai, Rong Pan	Test-Cost Sensitive Classification on Data with Missing Values.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	decision trees, naive Bayes, Cost-sensitive learning
45	Victor S. Sheng, Charles X. Ling	Roulette Sampling for Cost-Sensitive Learning.	ECML	2007	DBLP DOI BibTeX RDF	data mining, machine learning, classification, decision trees, cost-sensitive learning, meta-learning
45	Kai Ming Ting	An Instance-Weighting Method to Induce Cost-Sensitive Trees.	IEEE Trans. Knowl. Data Eng.	2002	DBLP DOI BibTeX RDF	greedy divide-and-conquer algorithm, instance weighting, decision trees, induction, Cost-sensitive
43	Alberto Freitas, Altamiro da Costa Pereira, Pavel Brazdil	Cost-Sensitive Decision Trees Applied to Medical Data.	DaWaK	2007	DBLP DOI BibTeX RDF	Costs and Cost Analysis, Data Mining in Medicine, Classification, Cost-Sensitive Learning
43	Xiaolong Zhang 0002, Chuan Jiang, Mingjian Luo	Training Classifiers for Unbalanced Distribution and Cost-Sensitive Domains with ROC Analysis.	PKAW	2006	DBLP DOI BibTeX RDF	Classification, Cost-Sensitive Learning, ROC, Error Correcting Output Coding
38	Jeffrey Junfeng Pan, Qiang Yang 0001, Yiming Yang, Lei Li 0022, Frances Tianyi Li, George Wenmin Li	Cost-Sensitive-Data Preprocessing for Mining Customer Relationship Management Databases.	IEEE Intell. Syst.	2007	DBLP DOI BibTeX RDF	cost-sensitive-data preprocessing, data mining, ensemble of classifiers
38	Yanmin Sun, Andrew K. C. Wong, Yang Wang 0007	Parameter Inference of Cost-Sensitive Boosting Algorithms.	MLDM	2005	DBLP DOI BibTeX RDF
38	Geoffrey I. Webb	Cost-Sensitive Specialization.	PRICAI	1996	DBLP DOI BibTeX RDF
37	Shichao Zhang 0001, Xiaofeng Zhu 0001, Jilian Zhang, Chengqi Zhang	Cost-Time Sensitive Decision Tree with Missing Values.	KSEM	2007	DBLP DOI BibTeX RDF
36	Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro	Cost-Sensitive Learning Based on Bregman Divergences.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF	posterior class probabilities, maximum margin, Cost sensitive learning, Bregman divergence
36	Lior Rokach, Lihi Naamani, Armin Shmilovici	Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Reinforcement learning, Decision trees, Active learning, Cost-sensitive learning, Design of experiments, Direct marketing
36	Abraham Bernstein, Foster J. Provost, Shawndra Hill	Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	metalearning, data mining, machine learning, knowledge discovery, Cost-sensitive learning, intelligent assistants, knowledge discovery process, data mining process
36	Xingyi Liu	Cost-sensitive Decision Tree with Missing Values and Multiple Cost Scales.	JCAI	2009	DBLP DOI BibTeX RDF	tree, missing values, cost-sensitive
36	Jinfu Liu, Qinghua Hu, Daren Yu	Weighted Rough Set Learning: Towards a Subjective Approach.	PAKDD	2007	DBLP DOI BibTeX RDF	weighted rough set, cost-sensitive learning, rule extraction, knowledge reduction, class imbalance learning
36	Charles X. Ling, Victor S. Sheng, Tilmann F. W. Bruckhaus, Nazim H. Madhavji	Maximum profit mining and its application in software development.	KDD	2006	DBLP DOI BibTeX RDF	escalation prediction, data mining, cost-sensitive learning
35	Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong	Cost-sensitive Classifier Selection when there is Additional Cost Information.	COST@SDM	2018	DBLP BibTeX RDF
34	Jaeheon Jeong, Michel Dubois 0001	Cache Replacement Algorithms with Nonuniform Miss Costs.	IEEE Trans. Computers	2006	DBLP DOI BibTeX RDF	Cache, power, latency, trace-driven simulations, memory system, replacement policy
34	Stefan Lessmann, Sven F. Crone, Robert Stahlbock	An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning.	IJCNN	2006	DBLP DOI BibTeX RDF
34	Claudio Marrocco, Francesco Tortorella	A Method for Designing Cost-Sensitive ECOC.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
33	Zhenxing Qin, Shichao Zhang 0001, Chengqi Zhang	Cost-Sensitive Decision Trees with Multiple Cost Scales.	Australian Conference on Artificial Intelligence	2004	DBLP DOI BibTeX RDF
33	Jun Du, Zhihua Cai, Charles X. Ling	Cost-Sensitive Decision Trees with Pre-pruning.	Canadian AI	2007	DBLP DOI BibTeX RDF
33	Xu-Ying Liu, Zhi-Hua Zhou	The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study.	ICDM	2006	DBLP DOI BibTeX RDF
33	Dragos D. Margineantu	Class Probability Estimation and Cost-Sensitive Classification Decisions.	ECML	2002	DBLP DOI BibTeX RDF
32	Prithviraj Sen, Lise Getoor	Cost-sensitive learning with conditional Markov networks.	ICML	2006	DBLP DOI BibTeX RDF
31	Gaetano Zazzaro, Paola Mercogliano, Francesca Maria Pisano	Data Mining to Classify Fog Events by Applying Cost-Sensitive Classifier.	CISIS	2010	DBLP DOI BibTeX RDF	Fog Forecast, Data Mining, Bayesian Classifiers, Cost Sensitive Classification
31	Gaetano Zazzaro, Francesca Maria Pisano, Paola Mercogliano	Data Mining to Classify Fog Events by Applying Cost-Sensitive Classifier.	CISIS	2010	DBLP DOI BibTeX RDF	Fog Forecast, Data Mining, Bayesian Classifiers, Cost Sensitive Classification
31	Wenbin Li 0008, Yiying Cheng, TaiFeng Liu, Xindong Zhang, Ning Zhong 0001	Using Multi-phase Cost-Sensitive Learning to Filtering Spam.	HIS (2)	2009	DBLP DOI BibTeX RDF	machine learning, cost sensitive learning, text processing, spam filtering
31	Pinar Donmez, Jaime G. Carbonell	Proactive learning: cost-sensitive active learning with multiple imperfect oracles.	CIKM	2008	DBLP DOI BibTeX RDF	cost-sensitive active learning, multiple oracles, decision theory
31	Kevin Fan, Manjunath Kudlur, Hyunchul Park 0001, Scott A. Mahlke	Cost Sensitive Modulo Scheduling in a Loop Accelerator Synthesis System.	MICRO	2005	DBLP DOI BibTeX RDF
30	Weifeng Chen 0001, L. Clarke, James F. Kurose, Donald F. Towsley	Optimizing cost-sensitive trust-negotiation protocols.	INFOCOM	2005	DBLP DOI BibTeX RDF
30	Xingquan Zhu 0001, Xindong Wu 0001	Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning.	ICDM	2004	DBLP DOI BibTeX RDF
30	Luís Torgo, Stan Matwin, Gary Weiss 0001, Nuno Moniz, Paula Branco	Cost-Sensitive Learning: Preface.	COST@SDM	2018	DBLP BibTeX RDF
29	Charles X. Ling, Victor S. Sheng, Qiang Yang 0001	Test Strategies for Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	classification, Induction, concept learning, mining methods and algorithms
29	Gökhan Tür	Extending boosting for large scale spoken language understanding.	Mach. Learn.	2007	DBLP DOI BibTeX RDF	Call classification, Boosting, Model adaptation, Semisupervised learning, Spoken dialog systems, Cost-sensitive classification
29	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	SMILES: A Multi-purpose Learning System.	JELIA	2002	DBLP DOI BibTeX RDF	data mining, machine learning, comprehensibility, cost-sensitive learning, ensemble methods, Decision tree learning
29	Kai Ming Ting, Zijian Zheng	Boosting Cost-Sensitive Trees.	Discovery Science	1998	DBLP DOI BibTeX RDF
29	Robert C. Holte, Chris Drummond	Cost-Sensitive Classifier Evaluation Using Cost Curves.	PAKDD	2008	DBLP DOI BibTeX RDF
29	Zou Peng, Yuanyuan Hao	The method for solving two types of errors in customer segmentation on unbalanced data.	ICEC	2008	DBLP DOI BibTeX RDF	support vector machines, cost-sensitive learning, customer value, customer segmentation
28	Shiau-Huey Wang, Chinyang Henry Tseng, Karl N. Levitt, Matt Bishop	Cost-Sensitive Intrusion Responses for Mobile Ad Hoc Networks.	RAID	2007	DBLP DOI BibTeX RDF	Response Agent (RA), Topology Dependency Index (TDI), Attack Damage Index (ADI), adaptive isolation, attack damage, response cost, MANET
28	Wei Fan 0001, Wenke Lee, Salvatore J. Stolfo, Matthew Miller	A Multiple Model Cost-Sensitive Approach for Intrusion Detection.	ECML	2000	DBLP DOI BibTeX RDF
28	Qu-Tang Cai, Yangqiu Song, Chang-shui Zhang	Cost-sensitive boosting algorithms as gradient descent.	ICASSP	2008	DBLP DOI BibTeX RDF
28	Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny	Sequential cost-sensitive decision making with reinforcement learning.	KDD	2002	DBLP DOI BibTeX RDF
27	Kristian Sandström, Christer Norström, Magnus Ahlmark	Frame packing in real-time communication.	RTCSA	2000	DBLP DOI BibTeX RDF	frame packing, common computational model, signal exchange, physical device, signal size, deadline requirement, broadcast bus, variable sized frames, resource perspective, periodic frames, network bandwidth requirement, simple heuristics, signal sets, CAN based system, Local Interconnect Network, cost sensitive embedded systems, car control systems, real-time systems, computational complexity, distributed processing, NP-hard, communication networks, bandwidth allocation, real time communication, microcontrollers, microcontrollers, controller area networks, distributed embedded systems, objective function, automobiles, automotive applications, production cost
27	Chris Strasburg, Natalia Stakhanova, Samik Basu 0001, Johnny S. Wong	A Framework for Cost Sensitive Assessment of Intrusion Response Selection.	COMPSAC (1)	2009	DBLP DOI BibTeX RDF
27	Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano	A Comparative Study of Data Sampling and Cost Sensitive Learning.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
27	Marek Kretowski, Marek Grzes	Evolutionary Induction of Cost-Sensitive Decision Trees.	ISMIS	2006	DBLP DOI BibTeX RDF
27	Young-Woo Seo, Katia P. Sycara	Cost-Sensitive Access Control for Illegitimate Confidential Access by Insiders.	ISI	2006	DBLP DOI BibTeX RDF
27	Shichao Zhang 0001, Zhenxing Qin, Charles X. Ling, Shengli Sheng	"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	machine learning, knowledge acquisition, Induction
27	Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillen	Cost-Sensitive Design of Claim Fraud Screens.	ICDM	2004	DBLP DOI BibTeX RDF
27	Jaeheon Jeong, Michel Dubois 0001	Cost-Sensitive Cache Replacement Algorithms.	HPCA	2003	DBLP DOI BibTeX RDF
26	Taghi M. Khoshgoftaar, Mohamed E. Abushadi	Resource-Sensitive Intrusion Detection Models for Network Traffic.	HASE	2004	DBLP DOI BibTeX RDF	cost-sensitive resource-based intrusion detection, modified expected cost of misclassification, network security, decision trees
26	Glenn O. Ladd Jr.	Practical issues in heterogeneous processing systems for military applications.	Heterogeneous Computing Workshop	1997	DBLP DOI BibTeX RDF	heterogeneous parallel processing systems, embedded military applications, design factor, long term production, commercial hardware, commercial software, parallel processing, power, weight, size, systems evolution, hardware cost, future trends, cost sensitive
25	Yonghong Peng, Qian Huang, Ping Jiang 0001, Jianmin Jiang	Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis.	FSKD (2)	2005	DBLP DOI BibTeX RDF
25	Bianca Zadrozny, John Langford 0001, Naoki Abe	Cost-Sensitive Learning by Cost-Proportionate Example Weighting.	ICDM	2003	DBLP DOI BibTeX RDF
25	John P. Kaufhold, Justin Abbott, Robert Kaucic	Distributed Cost Boosting and Bounds on Mis-classification Cost.	CVPR (1)	2006	DBLP DOI BibTeX RDF
25	Shengli Sheng, Charles X. Ling, Qiang Yang 0001	Simple Test Strategies for Cost-Sensitive Decision Trees.	ECML	2005	DBLP DOI BibTeX RDF
25	Claudio Marrocco, Francesco Tortorella	A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
25	Ning Guo, Yanhua Yu, Meina Song, Junde Song, Yu Fu	Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams.	BigMine	2013	DBLP DOI BibTeX RDF
25	Zhi-Min He	Cost-sensitive steganalysis with stochastic sensitvity and cost sensitive training error.	ICMLC	2012	DBLP DOI BibTeX RDF
24	Junfeng Ge, Yupin Luo	Asymmetric Learning for Pedestrian Detection Based on Joint Local Orientation Histograms.	ISNN (1)	2009	DBLP DOI BibTeX RDF	Joint local orientation histograms, Cost-sensitive learning, Pedestrian detection
24	Haitao He, Chunhui Che, FeiTeng Ma, Xiaonan Luo, Jianmin Wang 0013	Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification.	ICIC (2)	2008	DBLP DOI BibTeX RDF	network traffic classification, byte accuracy, ensemble learning, cost-sensitive learning
24	Raimund Moser, Witold Pedrycz, Giancarlo Succi	A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction.	ICSE	2008	DBLP DOI BibTeX RDF	software metrics, defect prediction, cost-sensitive classification
24	Gary M. Weiss, Maytal Saar-Tsechansky, Bianca Zadrozny	Report on UBDM-05: Workshop on Utility-Based Data Mining.	SIGKDD Explor.	2005	DBLP DOI BibTeX RDF	active learning, cost-sensitive learning, utility-based data mining
24	Maytal Saar-Tsechansky, Foster J. Provost	Active Sampling for Class Probability Estimation and Ranking.	Mach. Learn.	2004	DBLP DOI BibTeX RDF	class probability estimation, uncertainty sampling, decision trees, ranking, active learning, supervised learning, cost-sensitive learning, selective sampling
24	Yang Zhang 0007, Hongyu Li, Mahesan Niranjan, Peter I. Rockett	Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering.	EuroGP	2008	DBLP DOI BibTeX RDF
22	Manuel Mejía-Lavalle	Applying Cost Sensitive Feature Selection in an Electric Database.	ISMIS	2008	DBLP DOI BibTeX RDF
22	Jun Luo, Li Ding 0003, Zhisong Pan, Guiqiang Ni, Guyu Hu	Research on Cost-Sensitive Learning in One-Class Anomaly Detection Algorithms.	ATC	2007	DBLP DOI BibTeX RDF
22	Chris Drummond	Discriminative vs. Generative Classifiers for Cost Sensitive Learning.	Canadian AI	2006	DBLP DOI BibTeX RDF
22	Jun Xu 0001, Yunbo Cao, Hang Li 0001, Yalou Huang	Cost-Sensitive Learning of SVM for Ranking.	ECML	2006	DBLP DOI BibTeX RDF
22	Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner	Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
22	Mumin Cebe, Cigdem Gunduz Demir	Test-Cost Sensitive Classification Based on Conditioned Loss Functions.	ECML	2007	DBLP DOI BibTeX RDF
22	Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford 0001, Bianca Zadrozny	Error limiting reductions between classification tasks.	ICML	2005	DBLP DOI BibTeX RDF
22	Kai Ming Ting	An Empirical Study of MetaCost Using Boosting Algorithms.	ECML	2000	DBLP DOI BibTeX RDF
20	Natalia Stakhanova, Samik Basu 0001, Johnny Wong	A Cost-Sensitive Model for Preemptive Intrusion Response Systems.	AINA	2007	DBLP DOI BibTeX RDF
20	Ryotaro Kamimura, Osamu Uchida	Cost-Sensitive Greedy Network-Growing Algorithm with Gaussian Activation Functions.	ICONIP	2004	DBLP DOI BibTeX RDF
20	Francesco Tortorella	An empirical comparison of in-learning and post-learning optimization schemes for tuning the support vector machines in cost-sensitive applications.	ICIAP	2003	DBLP DOI BibTeX RDF
20	Wojciech Kwedlo, Marek Kretowski	An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.	ECML	2001	DBLP DOI BibTeX RDF
20	Barry Y. Chen, Tracy D. Lemmond, William G. Hanley	Building ultra-low false alarm rate Support Vector Classifier ensembles using Random Subspaces.	CIDM	2009	DBLP DOI BibTeX RDF
20	Alan S. Abrahams, Adrian Becker, Daniel Fleder, Ian C. MacMillan	Handling Generalized Cost Functions in the Partitioning Optimization Problem through Sequential Binary Programming.	ICDM	2005	DBLP DOI BibTeX RDF
20	Xuefang Sun, Yuyang Wang, Yangjie Yu, Jiahui Li, Dehuan Yan	Optimal Delivery Time Guarantee Decision with Sale Price and Indemnity Cost-sensitive Delivery Time under Delivery Time-sensitive Demand.	IMMS	2023	DBLP DOI BibTeX RDF
20	Weiming Hu, Xinmiao Ding, Bing Li 0001, Jianchao Wang, Yan Gao, Fangshi Wang, Stephen J. Maybank	Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition.	IEEE Trans. Multim.	2016	DBLP DOI BibTeX RDF
19	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
19	Sarunas Raudys, Aistis Raudys	Pairwise Costs in Multiclass Perceptrons.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	pairwise classification, Cost-sensitive learning, perceptron, loss function