Search results for "Bayes"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
24	Ankush Mittal, Loong Fah Cheong	Employing Discrete Bayes Error rate for discretization and feature selection.	ICDM	2002	DBLP DOI BibTeX RDF
24	Hung-Ju Huang, Chun-Nan Hsu	Recognizing 100 Speakers Using Homologous Naive Bayes.	PRICAI	2002	DBLP DOI BibTeX RDF
24	Sang-Bum Kim, Hae-Chang Rim, Heui-Seok Lim	A new method of parameter estimation for multinomial naive bayes text classifiers.	SIGIR	2002	DBLP DOI BibTeX RDF
24	Marcus Hutter	Self-Optimizing and Pareto-Optimal Policies in General Environments Based on Bayes-Mixtures.	COLT	2002	DBLP DOI BibTeX RDF
24	Marco Bressan 0001, Jordi Vitrià	Improving Naive Bayes Using Class-Conditional ICA.	IBERAMIA	2002	DBLP DOI BibTeX RDF
24	Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk	Comparing the Bayes and Typicalness Frameworks.	ECML	2001	DBLP DOI BibTeX RDF
24	George A. Triantafyllidis, Dimitrios Tzovaras, Michael G. Strintzis	A Compound Bayes Test for Detection of Occlusion and Visible Background and Foreground Areas in Stereo.	Workshop on Digital and Computational Video	2001	DBLP DOI BibTeX RDF
24	Yu-Hwan Kim, Shang-Yoon Hahn, Byoung-Tak Zhang	Text filtering by boosting naive bayes classifiers.	SIGIR	2000	DBLP DOI BibTeX RDF
24	Dimitris Meretakis, Hongjun Lu, Beat Wüthrich	A Study on the Performance of Large Bayes Classifier.	ECML	2000	DBLP DOI BibTeX RDF
24	Hee-Joong Kang, Seong-Whan Lee	Combining Classifiers based on Minimization of a Bayes Error Rate.	ICDAR	1999	DBLP DOI BibTeX RDF
24	Kristine E. Matthews, Nader M. Namazi	A Bayes decision test for detecting uncovered-background and moving pixels in image sequences.	IEEE Trans. Image Process.	1998	DBLP DOI BibTeX RDF
24	David D. Lewis	Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval.	ECML	1998	DBLP DOI BibTeX RDF
24	Keren Perlmutter, Sharon M. Perlmutter, Robert M. Gray, Richard A. Olshen, Karen L. Oehler	Bayes risk weighted vector quantization with posterior estimation for image compression and classification.	IEEE Trans. Image Process.	1996	DBLP DOI BibTeX RDF
24	Raymond D. Rimey, Christopher M. Brown	Where to Look Next Using a Bayes Net: Incorporating Geometric Relations.	ECCV	1992	DBLP DOI BibTeX RDF
23	Murat Can Ganiz, Cibin George, William M. Pottenger	Higher Order Naïve Bayes: A Novel Non-IID Approach to Text Classification.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	naïve bayes, IID, Machine learning, text classification, statistical relational learning
23	Wenxian Wang, Xingshu Chen, Yongbin Zou, Haizhou Wang, Zongkun Dai	A Focused Crawler Based on Naive Bayes Classifier.	IITSI	2010	DBLP DOI BibTeX RDF	Classifier, Naive Bayes, TF-IDF, Focused Crawler
23	Ilhami Colak, Mehmet Demirtas, Güngör Bal, Hamdi Tolga Kahraman	A Parameter Determination System for Wind Turbines Based on Naive Bayes Classification Algorithm.	ICMLA	2009	DBLP DOI BibTeX RDF	Wind Energy, Meteorological Data, Rule Based Inference, Naïve Bayes Classification
23	Daniel Maturana, Domingo Mery, Alvaro Soto	Face Recognition with Local Binary Patterns, Spatial Pyramid Histograms and Naive Bayes Nearest Neighbor Classification.	SCCC	2009	DBLP DOI BibTeX RDF	spatial pyramid, face recognition, nearest neighbor, naive Bayes, local binary patterns
23	Onur C. Hamsici, Aleix M. Martínez	Bayes Optimality in Linear Discriminant Analysis.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	Bayes optimal, data mining, pattern recognition, feature extraction, data visualization, convex optimization, Linear discriminant analysis
23	Guillermo Garcia, Sung-Kyo Jung, Thomas Eriksson	Bayes-Optimal Estimation of GMM Parameters for Speaker Recognition.	Speaker Classification (2)	2007	DBLP DOI BibTeX RDF	Bayes procedures, modeling, Estimation, speaker recognition, Gaussian distributions
23	Anna Goldenberg, Andrew W. Moore 0001	Tractable learning of large Bayes net structures from sparse data.	ICML	2004	DBLP DOI BibTeX RDF	Bayes Net structure learning, Bayesian networks/graphical models, statistical learning
23	Paolo Frasconi, Giovanni Soda, Alessandro Vullo	Text categorization for multi-page documents: a hybrid naive Bayes HMM approach.	JCDL	2001	DBLP DOI BibTeX RDF	multi-page documents, hidden Markov models, text categorization, naive Bayes classifier
23	Pak-Kwong Wong, Chorkin Chan	Off-Line Handwritten Chinese Character Recognition as a Compound Bayes Decision Problem.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	Off-line handwritten Chinese character recognition, Chinese language modeling, compound Bayes decision, contextual vector quantization, Chinese word segmentation
21	Charles Riou, Pierre Alquier, Badr-Eddine Chérief-Abdellatif	Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes.	CoRR	2023	DBLP DOI BibTeX RDF
21	Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski	Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models.	ICPRAM	2022	DBLP DOI BibTeX RDF
21	Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski	Improving usual Naive Bayes classifier performances with Neural Naive Bayes based models.	CoRR	2021	DBLP BibTeX RDF
21	Peter Grünwald, Thomas Steinke 0002, Lydia Zakynthinou	PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes.	CoRR	2021	DBLP BibTeX RDF
21	Peter Grünwald, Thomas Steinke 0002, Lydia Zakynthinou	PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes.	COLT	2021	DBLP BibTeX RDF
21	Rabi Bhattacharya, Rachel Oliver	Superiority of Bayes estimators over the MLE in high dimensional multinomial models and its implication for nonparametric Bayes theory.	Comput. Stat. Data Anal.	2020	DBLP DOI BibTeX RDF
21	Daniel Berrar	Bayes' Theorem and Naive Bayes Classifier.	Encyclopedia of Bioinformatics and Computational Biology (1)	2019	DBLP DOI BibTeX RDF
21	Gamzepelin Aksoy, Murat Karabatak	Performance Comparison of New Fast Weighted Naïve Bayes Classifier with Other Bayes Classifiers.	ISDFS	2019	DBLP DOI BibTeX RDF
21	Gilwoo Lee, Sanjiban Choudhury, Brian Hou, Siddhartha S. Srinivasa	Bayes-CPACE: PAC Optimal Exploration in Continuous Space Bayes-Adaptive Markov Decision Processes.	CoRR	2018	DBLP BibTeX RDF
21	Gintare Karolina Dziugaite, Daniel M. Roy 0001	Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy.	CoRR	2017	DBLP BibTeX RDF
21	Nyoman Sukajaya, I. Ketut E. Purnama, Mauridhi Hery Purnomo	Intelligent Classification of Learner's Cognitive Domain using Bayes Net, Naïve Bayes, and J48 Utilizing Bloom's Taxonomy-based Serious Game.	Int. J. Emerg. Technol. Learn.	2015	DBLP DOI BibTeX RDF
21	Lori A. Dalton, Marco Benalcázar, Marcel Brun, Edward R. Dougherty	Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes.	IEEE Trans. Signal Process.	2015	DBLP DOI BibTeX RDF
21	Priscyla Waleska Targino de Azevedo Simões, Leandro Luiz Mazzuchello, Larissa Letieli Toniazzo de Abreu, Diego Garcia, Maitê Gabriel dos Passos, Ramon Venson, Luciane Bisognin Ceretta, Ana Carolina Veiga Silva, Maria Inês da Rosa, Paulo João Martins	A Comparative Study of Bayes Net, Naive Bayes and Averaged One-Dependence Estimators for Osteoporosis Analysis.	MedInfo	2015	DBLP DOI BibTeX RDF
21	Adem Doganer	Enformasyon sistemlerinde saklı Markov modeli ve Bayes tabanlı sınıflandırıcılar ile bilgi modellerinin geliştirilmesi (Development of information models with the hidden Markov model and Bayes-based classifiers in information systems)		2015	RDF
21	Alexandre Ravet	Introducing contextual awareness within the state estimation process: Augmenting Bayes filters with context-dependent time-heterogeneous distributions. (Présentation de sensibilisation contextuelle dans le processus d'estimation d'état: Extension de Bayes filtres avec des distributions de temps hétérogènes dépendant du contexte ).		2015	RDF
21	Tomomi Endo, Kazuhiro Omura, Mineichi Kudo	Analysis of Relationship between RéNyi Entropy and Marginal Bayes error and its Application to Weighted naïVE Bayes Classifiers.	Int. J. Pattern Recognit. Artif. Intell.	2014	DBLP DOI BibTeX RDF
21	Yanting Ma, Jin Tan, Nikhil Krishnan, Dror Baron	Empirical Bayes and Full Bayes for Signal Estimation.	CoRR	2014	DBLP BibTeX RDF
21	Vikramkumar, Vijaykumar B, Trilochan	Bayes and Naive Bayes Classifier.	CoRR	2014	DBLP BibTeX RDF
21	Lisa Moore, Chandra Kambhampati, John G. F. Cleland	Classification of a real live heart failure clinical dataset- Is TAN Bayes better than other Bayes?	SMC	2014	DBLP DOI BibTeX RDF
21	Shinichi Nakajima, Masashi Sugiyama	Analysis of Empirical MAP and Empirical Partially Bayes: Can They be Alternatives to Variational Bayes?	AISTATS	2014	DBLP BibTeX RDF
21	Marc Lebrun, Antoni Buades, Jean-Michel Morel	Implementation of the "Non-Local Bayes" (NL-Bayes) Image Denoising Algorithm.	Image Process. Line	2013	DBLP DOI BibTeX RDF
21	Xiao Fang	Inference-Based Naïve Bayes: Turning Naïve Bayes Cost-Sensitive.	IEEE Trans. Knowl. Data Eng.	2013	DBLP DOI BibTeX RDF
21	Haruhiko Ogasawara	Asymptotic properties of the Bayes and pseudo Bayes estimators of ability in item response theory.	J. Multivar. Anal.	2013	DBLP DOI BibTeX RDF
21	Tamara Broderick, Brian Kulis, Michael I. Jordan	MAD-Bayes: MAP-based Asymptotic Derivations from Bayes.	ICML (3)	2013	DBLP BibTeX RDF
21	V. Muralidharan, V. Sugumaran	A comparative study of Naïve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis.	Appl. Soft Comput.	2012	DBLP DOI BibTeX RDF
21	John Quigley, Lesley Walls	Mixing Bayes and empirical Bayes inference to anticipate the realization of engineering concerns about variant system designs.	Reliab. Eng. Syst. Saf.	2011	DBLP DOI BibTeX RDF
21	Husam Awni Bayoud	Bayes and Empirical Bayes Estimation of the Parameternin a Binomial Distribution.	Commun. Stat. Simul. Comput.	2011	DBLP DOI BibTeX RDF
21	Marcin J. Mizianty, Lukasz A. Kurgan, Marek R. Ogiela	Discretization as the enabling technique for the Naïve Bayes and semi-Naïve Bayes-based classification.	Knowl. Eng. Rev.	2010	DBLP DOI BibTeX RDF
21	María Dolores Ugarte, Tomás Goicoa, Ana F. Militino	Empirical Bayes and Fully Bayes procedures to detect high-risk areas in disease mapping.	Comput. Stat. Data Anal.	2009	DBLP DOI BibTeX RDF
21	Oliver Schulte, Hassan Khosravi, Flavia Moser, Martin Ester	Join Bayes Nets: A new type of Bayes net for relational data	CoRR	2008	DBLP BibTeX RDF
21	Gianluigi Pillonetto, Bradley M. Bell	Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance.	Autom.	2007	DBLP DOI BibTeX RDF
21	David V. Budescu, Hsiu-Ting Yu	To Bayes or Not to Bayes? A Comparison of Two Classes of Models of Information Aggregation.	Decis. Anal.	2006	DBLP DOI BibTeX RDF
21	Vangelis Metsis, Ion Androutsopoulos, Georgios Paliouras	Spam Filtering with Naive Bayes - Which Naive Bayes?	CEAS	2006	DBLP BibTeX RDF
21	Peter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer	Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging.	Appl. Artif. Intell.	2002	DBLP DOI BibTeX RDF
21	Tze Fen Li	Bayes empirical Bayes approach to unsupervised learning of parameters in pattern recognition.	Pattern Recognit.	2000	DBLP DOI BibTeX RDF
21	Bradley P. Carlin, Thomas A. Louis	BAYES AND EMPIRICAL BAYES METHODS FOR DATA ANALYSIS.	Stat. Comput.	1997	DBLP DOI BibTeX RDF
21	James Cussens	Bayes and Pseudo-Bayes Estimates of Conditional Probabilities and Their Reliability.	ECML	1993	DBLP DOI BibTeX RDF
20	Giorgio Corani, Marco Zaffalon	Lazy naive credal classifier.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	lazy credal classifier, naive credal classifier, imprecise probabilities
20	Thomas Seidl 0001, Ira Assent, Philipp Kranen, Ralph Krieger, Jennifer Herrmann	Indexing density models for incremental learning and anytime classification on data streams.	EDBT	2009	DBLP DOI BibTeX RDF
20	Jonathan Ko, Dieter Fox	GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models.	IROS	2008	DBLP DOI BibTeX RDF
20	Qiang Fu 0008, Dwi Sianto Mansjur, Biing-Hwang Juang	Non-Uniform error criteria for automatic pattern and speech recognition.	ICASSP	2008	DBLP DOI BibTeX RDF
20	Chuanliang Chen, Yingjie Tian 0001, Chunhua Zhang	Spam filtering with several novel bayesian classifiers.	ICPR	2008	DBLP DOI BibTeX RDF
20	Kinga Schumacher	Four Methods for Supervised Word Sense Disambiguation.	NLDB	2007	DBLP DOI BibTeX RDF	Machine Learning, Word Sense Disambiguation, Term weighting
20	Liangxiao Jiang, Dianhong Wang, Zhihua Cai	Scaling Up the Accuracy of Bayesian Network Classifiers by M-Estimate.	ICIC (2)	2007	DBLP DOI BibTeX RDF	Laplace estimate, classification, m-estimate, probability estimation, Bayesian network classifiers
20	Sumio Watanabe	Almost All Learning Machines are Singular.	FOCI	2007	DBLP DOI BibTeX RDF
20	Katharina Probst, Rayid Ghani	Towards 'Interactive' Active Learning in Multi-view Feature Sets for Information Extraction.	ECML	2007	DBLP DOI BibTeX RDF
20	Xin Jin, Rongfang Bie	Improving Software Quality Classification with Random Projection.	IEEE ICCI	2006	DBLP DOI BibTeX RDF
20	Shen Huang, Jian-Tao Sun, Xuanhui Wang, Hua-Jun Zeng, Zheng Chen 0001	Subjectivity Categorization of Weblog with Part-of-Speech Based Smoothing.	ICDM	2006	DBLP DOI BibTeX RDF
20	Tony Lindgren	On handling conflicts between rules with numerical features.	SAC	2006	DBLP DOI BibTeX RDF	numerical features, rule conflicts, rule learning
20	Mengjie Zhang 0001, Xiaoying Gao, Minh Duc Cao, Yuejin Ma	Neural Networks for Scientific Paper Classification.	ICICIC (2)	2006	DBLP DOI BibTeX RDF
20	Liangxiao Jiang, Harry Zhang	Lazy Averaged One-Dependence Estimators.	Canadian AI	2006	DBLP DOI BibTeX RDF
20	Tapio Pahikkala, Jorma Boberg, Aleksandr Mylläri, Tapio Salakoski	Incorporating External Information in Bayesian Classifiers Via Linear Feature Transformations.	FinTAL	2006	DBLP DOI BibTeX RDF
20	Parmeshwar Khurd, Gene Gindi	Decision strategies that maximize the area under the LROC curve.	IEEE Trans. Medical Imaging	2005	DBLP DOI BibTeX RDF
20	Shengli Sheng, Charles X. Ling	Hybrid Cost-Sensitive Decision Tree.	PKDD	2005	DBLP DOI BibTeX RDF
20	Dimitrios Ververidis, Constantine Kotropoulos	Emotional Speech Classification Using Gaussian Mixture Models and the Sequential Floating Forward Selection Algorithm.	ICME	2005	DBLP DOI BibTeX RDF
20	Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Juan Efrain Rojas-Marcial, Luis-Alonso Nava-Fernández	A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data.	ENC	2005	DBLP DOI BibTeX RDF
20	Stephen H. Muggleton	Machine Learning for Systems Biology.	ILP	2005	DBLP DOI BibTeX RDF
20	Jiang Su, Harry Zhang	Learning Conditional Independence Tree for Ranking.	ICDM	2004	DBLP DOI BibTeX RDF
20	Sotiris B. Kotsiantis, Panayiotis E. Pintelas	Increasing the Classification Accuracy of Simple Bayesian Classifier.	AIMSA	2004	DBLP DOI BibTeX RDF
20	Yan-Shi Dong, Ke-Song Han	A Comparison of Several Ensemble Methods for Text Categorization.	IEEE SCC	2004	DBLP DOI BibTeX RDF
20	Charles X. Ling, Jin Huang, Harry Zhang	AUC: A Better Measure than Accuracy in Comparing Learning Algorithms.	AI	2003	DBLP DOI BibTeX RDF
20	Darya Chudova, Padhraic Smyth	Pattern discovery in sequences under a Markov assumption.	KDD	2002	DBLP DOI BibTeX RDF
20	Shie Mannor, Nahum Shimkin	Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov Environments.	COLT/EuroCOLT	2001	DBLP DOI BibTeX RDF
20	Olivier Chomat, James L. Crowley	A Probabilistic Sensor for the Perception of Activities.	FG	2000	DBLP DOI BibTeX RDF
20	Karen L. Oehler, Robert M. Gray	Combining Image Compression and Classification Using Vector Quantization.	IEEE Trans. Pattern Anal. Mach. Intell.	1995	DBLP DOI BibTeX RDF	statistical clustering, image coding, Image compression, image classification, vector quantization
19	Federico Rodríguez-Teja, Carlos Martinez-Cagnazzo, Eduardo Grampín Castro	Bayesian classification: methodology for network traffic classification combination.	IWCMC	2010	DBLP DOI BibTeX RDF	naïves Bayes, network traffic classification
19	T. J. Heaton	Adaptive thresholding of sequences with locally variable strength.	Stat. Comput.	2009	DBLP DOI BibTeX RDF	Kernel smoothing, Locally adaptive, Spline smoothing, Wavelets, Thresholding, Empirical Bayes
19	Xiao-Bai Li	A Bayesian Approach for Estimating and Replacing Missing Categorical Data.	ACM J. Data Inf. Qual.	2009	DBLP DOI BibTeX RDF	simple Bayes, data quality, Missing data
19	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
19	S. Ramakrishnan 0004, Ibrahiem M. M. El Emary	Comparative study between traditional and modified probabilistic neural networks.	Telecommun. Syst.	2009	DBLP DOI BibTeX RDF	Weighted PNN, Bayes strategy, Pattern classification, Probabilistic neural networks
19	Murat Can Ganiz, Nikita I. Lytkin, William M. Pottenger	Leveraging Higher Order Dependencies between Features for Text Classification.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF	higher order learning, higher order naive bayes, higher order support vector machine, machine learning, text classification, statistical relational learning
19	Amir Ahmad, Gavin Brown 0001	A Study of Random Linear Oracle Ensembles.	MCS	2009	DBLP DOI BibTeX RDF	Clusters, Naive Bayes, Classifier Ensemble, Subclasses
19	Yuanshun Dai, Yanping Xiang, Gewei Zhang	Self-healing and Hybrid Diagnosis in Cloud Computing.	CloudCom	2009	DBLP DOI BibTeX RDF	Multivariate Decision diagram, Naïve Bayes, Autonomic computing, Self-healing
19	Vladimir B. Berikov	Construction of the Ensemble of Logical Models in Cluster Analysis.	ICIC (2)	2009	DBLP DOI BibTeX RDF	ensemble of logical models, distance between logical statements, adaptive planning, Bayes models, decision trees, cluster analysis
19	Philip M. R. Tedder, James R. Bradford, Chris J. Needham, Glenn A. McConkey, Andrew J. Bulpitt, David R. Westhead	Bayesian Data Integration and Enrichment Analysis for Predicting Gene Function in Malaria.	CiE	2009	DBLP DOI BibTeX RDF	Plasmodium falciparum, gene function prediction, machine learning, heterogeneous data sources, Bayes classifier, malaria
19	Majid Yazdani, Milad Eftekhar, Hassan Abolhassani	Tree-Based Method for Classifying Websites Using Extended Hidden Markov Models.	PAKDD	2009	DBLP DOI BibTeX RDF	Website classification, Extended Hidden Markov Model, Extended Viterbi algorithm, Naïve-Bayes approach, Class models
19	Philippe Smets	Belief Functions: The Disjunctive Rule of Combination and the Generalized Bayesian Theorem.	Classic Works of the Dempster-Shafer Theory of Belief Functions	2008	DBLP DOI BibTeX RDF	Bayes’ theorem, Disjunctive rule of combination, Belief functions