Search results for "binary classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ligang Zhou, Kin Keung Lai	Benchmarking binary classification models on data sets with different degrees of imbalance.	Frontiers of Computer Science in China	2009	DBLP DOI BibTeX RDF	area under Receiver Operating Characteristic (ROC) curve, degrees of imbalance, classification accuracy, binary classification
3	Steven J. Simske, Dalong Li, Jason S. Aronoff	A statistical method for binary classification of images.	ACM Symposium on Document Engineering	2005	DBLP DOI BibTeX RDF	image classification, normal, classifier, combined classifiers, binary classification
2	Kourosh Neshatian, Mengjie Zhang	Genetic Programming for Feature Subset Ranking in Binary Classification Problems.	EuroGP	2009	DBLP DOI BibTeX RDF
2	Justin Martineau, Tim Finin, Anupam Joshi, Shamit Patel	Improving binary classification on text problems using differential word features.	CIKM	2009	DBLP DOI BibTeX RDF	support vector machine, text classification, sentiment analysis, svm
2	Naeem Seliya, Zhiwei Xu, Taghi M. Khoshgoftaar	Addressing Class Imbalance in Non-binary Classification Problems.	ICTAI	2008	DBLP DOI BibTeX RDF
2	Cuong To, Jiri Vohradsky	Binary classification using parallel genetic algorithm.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
2	Marcelino Lázaro, José M. Leiva-Murillo, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal	A New Cost Function for Binary Classification Problems Based on the Distributions of the Soft Output for Each Class.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Aram Galstyan, Paul R. Cohen	Iterative Relational Classification Through Three-State Epidemic Dynamics.	ISI	2006	DBLP DOI BibTeX RDF	Relational learning, binary classification
2	Anand M. Narasimhamurthy	Theoretical Bounds of Majority Voting Performance for a Binary Classification Problem.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	theoretical bounds, classifier diversity measures, Majority voting, Classifier design and evaluation
2	Jungwon Cho, Seungdo Jeong, Byung-Uk Choi	A Fast Image Retrieval Using the Unification Search Method of Binary Classification and Dimensionality Condensation of Feature Vectors.	KES	2005	DBLP DOI BibTeX RDF
2	Yuchun Tang, Yan-Qing Zhang	Granular support vector machines with data cleaning for fast and accurate biomedical binary classification.	GrC	2005	DBLP DOI BibTeX RDF
2	Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen	Solving and Interpreting Binary Classification Problems in Marketing with SVMs.	GfKl	2005	DBLP DOI BibTeX RDF
2	Song Liu, Haoran Yi, Liang-Tien Chia, Deepu Rajan	Adaptive hierarchical multi-class SVM classifier for texture-based image classification.	ICME	2005	DBLP DOI BibTeX RDF	spatial distribution information, multiclass SVM classifier, texture correlogram, high-level image classification, binary classification problem, adaptive hierarchical structure, training dataset, support vector machine
2	Abderrezak Brahmi, Ahmed Ech-Cherif	Regularized Classifiers for Information Retrieval.	Canadian Conference on AI	2005	DBLP DOI BibTeX RDF	regularized least squares, preconditioned conjugate gradient, Reuters-21578, MNIST, SVM, Kernel methods, binary classification
2	Jin-Seon Lee, Il-Seok Oh	Binary Classification Trees for Multi-class Classification Problems.	ICDAR	2003	DBLP DOI BibTeX RDF
2	Lara Kornienko, David L. Dowe, David W. Albrecht	Message Length Formulation of Support Vector Machines for Binary Classification - A Preliminary Scheme.	Australian Joint Conference on Artificial Intelligence	2002	DBLP DOI BibTeX RDF	Machine Learning, Knowledge discovery and data mining
1	Songfeng Zheng	QBoost: Predicting quantiles with boosting for regression and binary classification.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Alexandru Paul Condurache, Alfred Mertins	Segmentation of retinal vessels with a hysteresis binary-classification paradigm.	Comp. Med. Imag. and Graph.	2012	DBLP DOI BibTeX RDF
1	Hsuan-Tien Lin, Ling Li	Reduction from Cost-Sensitive Ordinal Ranking to Weighted Binary Classification.	Neural Computation	2012	DBLP DOI BibTeX RDF
1	Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Francisca López-Granados	Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification.	Neurocomputing	2012	DBLP DOI BibTeX RDF
1	Youngsung Kim, Kar-Ann Toh, Andrew Beng Jin Teoh, How-Lung Eng, Wei-Yun Yau	An online AUC formulation for binary classification.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Jinghua Wang, Jane You, Qin Li, Yong Xu	Extract minimum positive and maximum negative features for imbalanced binary classification.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Liang Liu, Anlong Ming, Huadong Ma, Xi Zhang	A binary-classification-tree based framework for distributed target classification in multimedia sensor networks.	INFOCOM	2012	DBLP DOI BibTeX RDF
1	Ming Mao, Yefei Peng, Michael Spring	Ontology mapping: as a binary classification problem.	Concurrency and Computation: Practice and Experience	2011	DBLP DOI BibTeX RDF
1	T. Warren Liao	A New Efficient and Effective Fuzzy Modeling Method for Binary Classification.	IJFSA	2011	DBLP BibTeX RDF
1	Wencai Zeng, Jiong Jia, Zhonglong Zheng, Chenmao Xie, Li Guo	A comparison study: Support vector machines for binary classification in machine learning.	BMEI	2011	DBLP DOI BibTeX RDF
1	Jonathan Wintrode	Using latent topic features to improve binary classification of spoken documents.	ICASSP	2011	DBLP DOI BibTeX RDF
1	Jeannie Fitzgerald, Conor Ryan	Drawing boundaries: using individual evolved class boundaries for binary classification problems.	GECCO	2011	DBLP DOI BibTeX RDF
1	Jianjun He, Hong Gu, Shaorui Jiang	Twin Gaussian Processes for Binary Classification.	ICDM	2011	DBLP DOI BibTeX RDF
1	Mokhairi Makhtar, Daniel Neagu, Mick J. Ridley	Binary Classification Models Comparison: On the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications.	ITBAM	2011	DBLP DOI BibTeX RDF
1	Jianwen Tao, Shitong Wang, Wenjun Hu, Wenhao Ying	p-Margin Kernel Learning Machine with Magnetic Field Effect for Both Binary Classification and Novelty Detection.	Int. J. Software and Informatics	2010	DBLP BibTeX RDF
1	Alper Unler, Alper Murat	A discrete particle swarm optimization method for feature selection in binary classification problems.	European Journal of Operational Research	2010	DBLP DOI BibTeX RDF
1	Lei Zhao, Musa A. Mammadov, John Yearwood	From Convex to Nonconvex: A Loss Function Analysis for Binary Classification.	ICDM Workshops	2010	DBLP DOI BibTeX RDF
1	Songfeng Zheng	Boosting Based Conditional Quantile Estimation for Regression and Binary Classification.	MICAI	2010	DBLP DOI BibTeX RDF
1	F. Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, Manuel Cruz-Ramírez, Mariano Carbonero-Ruz	Evolutionary q-Gaussian Radial Basis Functions for Binary-Classification.	HAIS	2010	DBLP DOI BibTeX RDF
1	Alberto Holts, Claudio Riquelme, Rodrigo Alfaro	Automated Text Binary Classification Using Machine Learning Approach.	SCCC	2010	DBLP DOI BibTeX RDF
1	M. Arun Kumar, Madan Gopal	Binary Classification Using Linear SVM Pyramidal Tree.	DSDE	2010	DBLP DOI BibTeX RDF
1	Xueyi Wang, Nicholas J. Davidson	The Upper and Lower Bounds of the Prediction Accuracies of Ensemble Methods for Binary Classification.	ICMLA	2010	DBLP DOI BibTeX RDF
1	Daesung Kang, Jooyoung Park, José C. Príncipe	Binary classification based on SVDD projection and nearest neighbors.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Stephan M. Winkler, Michael Affenzeller, Witold Jacak, Herbert Stekel	Classification of tumor marker values using heuristic data mining methods.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	tumor marker data, data mining, machine learning, classification, statistical analysis
1	Francisco Iacobelli, Larry Birnbaum, Kristian J. Hammond	Tell me more, not just "more of the same".	IUI	2010	DBLP DOI BibTeX RDF	dimensions of similarity, new information detection, information retrieval
1	Ryan J. Prenger, Tracy D. Lemmond, Kush R. Varshney, Barry Y. Chen, William G. Hanley	Class-specific error bounds for ensemble classifiers.	KDD	2010	DBLP DOI BibTeX RDF	cost-specific, classifiers, ensemble
1	Jiyin He, Maarten de Rijke	A ranking approach to target detection for automatic link generation.	SIGIR	2010	DBLP DOI BibTeX RDF	wikipedia, learning to rank, disambiguation, link generation
1	Jerrold H. May, Luis G. Vargas	An exact test of the accuracy of binary classification models based on the probability distribution of the average rank.	Mathematical and Computer Modelling	2009	DBLP DOI BibTeX RDF
1	Jae H. Min, Chulwoo Jeong	A binary classification method for bankruptcy prediction.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Zhenbing Liu, J. G. Liu, Chao Pan, Guoyou Wang	A Novel Geometric Approach to Binary Classification Based on Scaled Convex Hulls.	IEEE Transactions on Neural Networks	2009	DBLP DOI BibTeX RDF
1	Sung-Chiang Lin, Yuan-chin Ivan Chang, Wei-Ning Yang	Meta-learning for imbalanced data and classification ensemble in binary classification.	Neurocomputing	2009	DBLP DOI BibTeX RDF
1	Pawalai Kraipeerapun, Chun Che Fung	Binary classification using ensemble neural networks and interval neutrosophic sets.	Neurocomputing	2009	DBLP DOI BibTeX RDF
1	Baoli Li, Carl Vogel	Leveraging Sub-class Partition Information in Binary Classification and Its Application.	SGAI Conf.	2009	DBLP DOI BibTeX RDF
1	Yuehui Chen, Wei Li, Nana Cai	Predicting Protein Structural Class Based on Ensemble Binary Classification.	ICNC	2009	DBLP DOI BibTeX RDF
1	Hassab Elgawi Osman	A binary classification and online vision.	IJCNN	2009	DBLP DOI BibTeX RDF
1	Heikki Kokkinen, Janne Nöyränen	Forensics for Detecting P2P Network Originated MP3 Files on the User Device.	e-Forensics	2009	DBLP DOI BibTeX RDF	Peer-to-peer, P2P, copyright, forensics, MP3, legal, binary classification
1	Olfa Besbes, Nozha Boujemaa, Ziad Belhadj	Cue Integration for Urban Area Extraction in Remote Sensing Images.	ICIAR	2009	DBLP DOI BibTeX RDF	feature selection, Conditional Random Field, binary classification, cue integration
1	Mingjie Qian, Feiping Nie, Changshui Zhang	Efficient multi-class unlabeled constrained semi-supervised SVM.	CIKM	2009	DBLP DOI BibTeX RDF	dual coordinate descent method, multi-class categorization, multi-class laplacian svm, multi-class svm, multi-class ucsvm, semi-supervised learning
1	Manos Tsagkias, Wouter Weerkamp, Maarten de Rijke	Predicting the volume of comments on online news stories.	CIKM	2009	DBLP DOI BibTeX RDF	comment volume, feature engineering, prediction
1	Kourosh Neshatian, Mengjie Zhang	Pareto front feature selection: using genetic programming to explore feature space.	GECCO	2009	DBLP DOI BibTeX RDF	filter approach, genetic programming, feature subset selection, pareto front
1	Nicolò Cesa-Bianchi, Claudio Gentile, Francesco Orabona	Robust bounds for classification via selective sampling.	ICML	2009	DBLP DOI BibTeX RDF
1	Hannes Nickisch, Matthias W. Seeger	Convex variational Bayesian inference for large scale generalized linear models.	ICML	2009	DBLP DOI BibTeX RDF
1	Alina Beygelzimer, John Langford	The offset tree for learning with partial labels.	KDD	2009	DBLP DOI BibTeX RDF	associative reinforcement learning, contextual bandits, interactive learning
1	Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg	Multi-class protein fold recognition using large margin logic based divide and conquer learning.	KDD Workshop on Statistical and Relational Learning in Bioinformatics	2009	DBLP DOI BibTeX RDF	protein fold recognition, support vector inductive logic programming, evaluation, support vector machines, bioinformatics, inductive logic programming, multi-class classification
1	Robin Aly, Djoerd Hiemstra	Concept detectors: how good is good enough?	ACM Multimedia	2009	DBLP DOI BibTeX RDF	detector simulation, video information retrieval
1	Xiaofeng He, Lei Duan, Yiping Zhou, Byron Dom	Threshold selection for web-page classification with highly skewed class distribution.	WWW	2009	DBLP DOI BibTeX RDF	binary classifier, skewed class distribution, web-page classification, stratified sampling, threshold selection
1	Muhammad Aurangzeb Ahmad, Brian Keegan, Jaideep Srivastava, Dmitri Williams, Noshir S. Contractor	Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs.	CSE	2009	DBLP DOI BibTeX RDF
1	Hong Liu, Weiwei Wan, Ying Shi	Collaboration of spatial and feature attention for visual tracking.	IROS	2009	DBLP DOI BibTeX RDF
1	Alina Beygelzimer, John Langford, Pradeep D. Ravikumar	Error-Correcting Tournaments.	ALT	2009	DBLP DOI BibTeX RDF
1	Jinbo Xu, Yong Dou, YuXing Tang, Xiaodong Wang	Implementation of Rotation Invariant Multi-View Face Detection on FPGA.	APPT	2009	DBLP DOI BibTeX RDF	FPGA, Face Detection, Rotation Invariant, Hardware Architecture, Multi-View
1	Anang Hudaya Muhamad Amin, Asad I. Khan	Collaborative-Comparison Learning for Complex Event Detection Using Distributed Hierarchical Graph Neuron (DHGN) Approach in Wireless Sensor Network.	Australasian Conference on Artificial Intelligence	2009	DBLP DOI BibTeX RDF	distributed pattern recognition, single-cycle learning, Distributed Hierarchical Graph Neuron (DHGN), Event detection, associative memory
1	Erik Rodner, Joachim Denzler	Learning with Few Examples by Transferring Feature Relevance.	DAGM-Symposium	2009	DBLP DOI BibTeX RDF
1	Maya Wardeh, Frans Coenen, Trevor J. M. Bench-Capon	Arguing from Experience to Classifying Noisy Data.	DaWaK	2009	DBLP DOI BibTeX RDF	Classification, Argumentation, Noisy data
1	Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg	Learning Large Margin First Order Decision Lists for Multi-Class Classification.	Discovery Science	2009	DBLP DOI BibTeX RDF
1	Wilfried N. Gansterer, David Pölz	E-Mail Classification for Phishing Defense.	ECIR	2009	DBLP DOI BibTeX RDF
1	Nima Bigdely Shamlo, Scott Makeig	Mind-Mirror: EEG-Guided Image Evolution.	HCI	2009	DBLP DOI BibTeX RDF	rapid serial visual presentation (RSVP), genetic art, evolutionary algorithms, independent component analysis (ICA), human-computer interface (HCI), genetic algorithms (GA), electroencephalography (EEG), brain-computer interface (BCI), evolutionary art
1	Cezary Dendek, Jacek Mandziuk	Probability-Based Distance Function for Distance-Based Classifiers.	ICANN	2009	DBLP DOI BibTeX RDF
1	Guillaume Stempfel, Liva Ralaivola	Learning SVMs from Sloppily Labeled Data.	ICANN	2009	DBLP DOI BibTeX RDF
1	Cemre Zor, Terry Windeatt	Upper Facial Action Unit Recognition.	ICB	2009	DBLP DOI BibTeX RDF	Adaboost, FACS, ECOC
1	Paolo Soda	A Hybrid Approach Handling Imbalanced Datasets.	ICIAP	2009	DBLP DOI BibTeX RDF
1	Taoufik Guernine, Kacem Zeroual	A New Fuzzy Hierarchical Classification Based on SVM for Text Categorization.	ICIAR	2009	DBLP DOI BibTeX RDF
1	José Everardo Bessa Maia, Raimir Holanda Filho	One-Against-All Methodology for Features Selection and Classification of Internet Applications.	IPOM	2009	DBLP DOI BibTeX RDF	statistical discriminators, features selection, Traffic classification
1	Zhihong Feng, Zhigui Lin, Wei Fang, Wei Wang, Zhitao Xiao	Analog Circuit Fault Fusion Diagnosis Method Based on Support Vector Machine.	ISNN	2009	DBLP DOI BibTeX RDF	Multi- classification, Support Vector Machine, Fault diagnosis, Analog circuit
1	Luyao Wang, Zhi Zhang, Jingjing Liu, Bo Jiang, Xiyao Duan, Qingguo Xie, Daoyu Hu, Zhen Li	Classification of Hepatic Tissues from CT Images Based on Texture Features and Multiclass Support Vector Machines.	ISNN	2009	DBLP DOI BibTeX RDF	CT liver images, Support vector machine (SVM), Texture feature, Multiclass classification
1	Ying Yu, Youshen Xia, Mohamed Kamel	Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning.	ISNN	2009	DBLP DOI BibTeX RDF
1	Goo Jun, Joydeep Ghosh	Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis.	MCS	2009	DBLP DOI BibTeX RDF
1	Olga Barinova, Dmitry Vetrov	ODDboost: Incorporating Posterior Estimates into AdaBoost.	MLDM	2009	DBLP DOI BibTeX RDF
1	Songbo Tan, Gaowei Wu, Xueqi Cheng	Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
1	Keith Harris, Lisa McMillan, Mark A. Girolami	Inferring Meta-covariates in Classification.	PRIB	2009	DBLP DOI BibTeX RDF	clustering, classification, EM algorithm, Gene selection, Gene Ontology
1	Teerapong Leelanupab, Yue Feng, Vassilios Stathopoulos 0002, Joemon M. Jose	A Simulated User Study of Image Browsing Using High-Level Classification.	SAMT	2009	DBLP DOI BibTeX RDF
1	Min-Ling Zhang, Zhi-Hua Zhou	Multi-instance clustering with applications to multi-instance prediction.	Appl. Intell.	2009	DBLP DOI BibTeX RDF	Representation transformation, Clustering, Machine learning, Multi-instance learning
1	Bo Wu, Ram Nevatia	Detection and Segmentation of Multiple, Partially Occluded Objects by Grouping, Merging, Assigning Part Detection Responses.	International Journal of Computer Vision	2009	DBLP DOI BibTeX RDF	Object detection, Object segmentation
1	Kazuko Takahashi, Hiroya Takamura, Manabu Okumura	Direct estimation of class membership probabilities for multiclass classification using multiple scores.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Class membership probabilities, Accuarcy table, Multiple classification scores, Logistic regression, Multiclass classification, Direct estimation
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	Francesca Gasparini, Silvia Corchs, Raimondo Schettini	Recall or precision-oriented strategies for binary classification of skin pixels.	J. Electronic Imaging	2008	DBLP DOI BibTeX RDF
1	S. Durga Bhavani, T. Sobha Rani, Raju S. Bapi	Feature selection using correlation fractal dimension: Issues and applications in binary classification problems.	Appl. Soft Comput.	2008	DBLP DOI BibTeX RDF
1	Erik M. Boczko, Todd R. Young, Minhui Zie, Di Wu	Comparison of Binary Classification Based on Signed Distance Functions with Support Vector Machines	CoRR	2008	DBLP BibTeX RDF
1	Erik M. Boczko, Andrew DiLullo, Todd R. Young	Binary Classification Based on Potentials	CoRR	2008	DBLP BibTeX RDF
1	Jiangsheng Yu, Fei Cheng, Huilin Xiong, Wanling Qu, Xue-wen Chen	A Bayesian approach to support vector machines for the binary classification.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Abdenour Bounsiar, Pierre Beauseroy, Edith Grall-Maës	General solution and learning method for binary classification with performance constraints.	Pattern Recognition Letters	2008	DBLP DOI BibTeX RDF
1	Daniel Hernández-Lobato, José Miguel Hernández-Lobato	Bayes Machines for binary classification.	Pattern Recognition Letters	2008	DBLP DOI BibTeX RDF
1	Jonathan Cheung-Wai Chan, Luca Demarchi, Tim Van de Voorde, Frank Canters	Binary Classification Strategies for Mapping Urban Land Cover with Ensemble Classifiers.	IGARSS	2008	DBLP DOI BibTeX RDF
1	Daniel Hernández-Lobato	Sparse Bayes Machines for Binary Classification.	ICANN	2008	DBLP DOI BibTeX RDF
1	Mario Rosario Guarracino, Salvatore Cuciniello, Davide Feminiano	Incremental Learning and Decremented Characterization of Gene Expression Data Analysis.	CBMS	2008	DBLP DOI BibTeX RDF	Feature selection, incremental learning, binary classification