Search results for "Kernel Methods"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas	Artificial Immune Systems and Kernel Methods.	ICARIS	2008	DBLP DOI BibTeX RDF	aiNet, Artificial Immune System, Kernel Methods, Immune Network, Affinity Functions
3	Alessandro Moschitti	Kernel methods, syntax and semantics for relational text categorization.	CIKM	2008	DBLP DOI BibTeX RDF	support vector machines, natural language processing, question answering, text categorization, kernel methods
3	Kai Nan, Jianjun Yu, Hao Su, Shengmin Guo, Hui Zhang, Ke Xu	Towards structural Web Services matching based on Kernel methods.	Frontiers of Computer Science in China	2007	DBLP DOI BibTeX RDF	Web Services, Kernel methods, service matching, ranking SVM
3	Nicola Fanizzi, Claudia d'Amato	Inductive Concept Retrieval and Query Answering with Semantic Knowledge Bases Through Kernel Methods.	KES	2007	DBLP DOI BibTeX RDF	Inductive Concept Retrieval, Semantic Web, Description Logics, Kernel Methods, Kernel Function, Query Answering
3	Daniele Merico, Italo Zoppis, Marco Antoniotti, Giancarlo Mauri	Evaluating Graph Kernel Methods for Relation Discovery in GO-Annotated Clusters.	KES	2007	DBLP DOI BibTeX RDF	Clustering, Kernel Methods, Gene Ontology
3	Robert Jenssen, Torbjørn Eltoft, Deniz Erdogmus, Jose C. Principe	Some Equivalences between Kernel Methods and Information Theoretic Methods.	VLSI Signal Processing	2006	DBLP DOI BibTeX RDF	Mercel kernel methods, information theoretic methods, Parzen window
3	Libiao Zhang, Ming Ma, Xiaohua Liu, Caitang Sun, Miao Liu, Chunguang Zhou	Differential Evolution Fuzzy Clustering Algorithm Based on Kernel Methods.	RSKT	2006	DBLP DOI BibTeX RDF	kernel methods, differential evolution, Fuzzy clustering
2	Mohamed E. Hussein, Wael Abd-Almageed	Efficient band approximation of Gram matrices for large scale kernel methods on GPUs.	SC	2009	DBLP DOI BibTeX RDF	Gram matrices, GPU, kernel methods, sparse matrices, space filling curves, affinity propagation
2	Liya Li, Hongwei Liu, Bo Jiu, Shunjun Wu	Polarization Radar HRRP Recognition Based on Kernel Methods.	ISNN	2009	DBLP DOI BibTeX RDF	High-resolution range profile (HRRP), Radar target automatic recognition (RATR), Kernel function, Polarization
2	Jing Qiu, Lejian Liao	Extracting Relations from Chinese Web Documents Using Kernel Methods.	ACIS-ICIS	2009	DBLP DOI BibTeX RDF
2	Mohamed E. Hussein, Wael Abd-Almageed	Approximate kernel matrix computation on GPUs forlarge scale learning applications.	ICS	2009	DBLP DOI BibTeX RDF	kernel methods, sparse matrices, space filling curves, gpu, affinity propagation
2	Stefano Melacci, Marco Maggini, Marco Gori	Semi-supervised Learning with Constraints for Multi-view Object Recognition.	ICANN	2009	DBLP DOI BibTeX RDF	multi-view object recognition, constraints, semi-supervised learning, kernel methods
2	Sebastian Jaimungal, Eddie K. H. Ng	Kernel-Based Copula Processes.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Heteroskedasticity, Financial Derivatives, Risk Management, Kernel Methods, Maximum Likelihood Estimation, Time-Series Analysis, Gaussian Processes, Copula
2	Y. C. Hon, Robert Schaback	Solvability of partial differential equations by meshless kernel methods.	Adv. Comput. Math.	2008	DBLP DOI BibTeX RDF	Mathematics Subject Classifications (2000) 35A25, 65N35
2	Francesco Camastra, Alfredo Petrosino	Kernel Methods for Graphs: A Comprehensive Approach.	KES	2008	DBLP DOI BibTeX RDF
2	Andrea Vedaldi, Stefano Soatto	Quick Shift and Kernel Methods for Mode Seeking.	ECCV	2008	DBLP DOI BibTeX RDF
2	Yizhao Ni, Carlton Chu, Craig Saunders, John Ashburner	Kernel methods for fMRI pattern prediction.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Andrew Skabar	A Kernel-Based Technique for Direction-of-Change Financial Time Series Forecasting.	ICCS	2008	DBLP DOI BibTeX RDF	kernel methods, Financial time series forecasting
2	Ana S. Lukic, Miles N. Wernick, Dimitris Tzikas, Xu Chen, Aristidis Likas, Nikolas P. Galatsanos, Yongyi Yang, E. Zhao, Stephen C. Strother	Bayesian Kernel Methods for Analysis of Functional Neuroimages.	IEEE Trans. Med. Imaging	2007	DBLP DOI BibTeX RDF
2	Kaihua Zhu, Hang Cui, Hongjie Bai, Jian Li, Zhihuan Qiu, Hao Wang, Hui Xu, Edward Y. Chang	Parallel Approximate Matrix Factorization for Kernel Methods.	ICME	2007	DBLP DOI BibTeX RDF
2	Pavel P. Kuksa, Vladimir Pavlovic	Fast Kernel Methods for SVM Sequence Classifiers.	WABI	2007	DBLP DOI BibTeX RDF
2	Pablo Arias, Gregory Randall, Guillermo Sapiro	Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods.	CVPR	2007	DBLP DOI BibTeX RDF
2	Stephan Bloehdorn, York Sure	Kernel Methods for Mining Instance Data in Ontologies.	ISWC/ASWC	2007	DBLP DOI BibTeX RDF
2	Hugo Hidalgo, Enrique Gómez-Treviño	Geoelectric modeling with Kernel methods.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Ginés Rubio, Héctor Pomares, Luis Javier Herrera, Ignacio Rojas	Kernel Methods Applied to Time Series Forecasting.	IWANN	2007	DBLP DOI BibTeX RDF
2	LinLin Shen, Zhen Ji, Li Bai	Tuning Kernel Parameters with Different Gabor Features for Face Recognition.	ICIC	2007	DBLP DOI BibTeX RDF	Kernel methods, Gabor features
2	Buhwan Jeong, Daewon Lee, Hyunbo Cho, Boonserm Kulvatunyou	A Kernel Method for Measuring Structural Similarity Between XML Documents.	IEA/AIE	2007	DBLP DOI BibTeX RDF	Information compatibility analysis, XML mining, kernel methods, schema matching, structural similarity, string kernel
2	Bernard Haasdonk, Hans Burkhardt	Invariant kernel functions for pattern analysis and machine learning.	Machine Learning	2007	DBLP DOI BibTeX RDF	Pattern recognition, Invariance, Kernel methods, Pattern analysis, Invariant features
2	Chin-Chun Chang	Deformable shape finding with models based on kernel methods.	IEEE Transactions on Image Processing	2006	DBLP DOI BibTeX RDF
2	A. Majid Awan, Mohd. Noor Md. Sap	An Intelligent System Based on Kernel Methods for Crop Yield Prediction.	PAKDD	2006	DBLP DOI BibTeX RDF
2	Alexei Pozdnoukhov, Samy Bengio	Graph-based transformation manifolds for invariant pattern recognition with kernel methods.	ICPR	2006	DBLP DOI BibTeX RDF
2	Alexei Pozdnoukhov, Samy Bengio	Graph-based transformation manifolds for invariant pattern recognition with kernel methods.	ICPR	2006	DBLP DOI BibTeX RDF
2	Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza	Alternatives to Parameter Selection for Kernel Methods.	ICANN	2006	DBLP DOI BibTeX RDF
2	Mikio L. Braun, Tilman Lange, Joachim M. Buhmann	Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
2	Xiao-Hong Wu, Jian-Jiang Zhou	An Improved Possibilistic C-Means Algorithm Based on Kernel Methods.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
2	Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou	Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
2	Jean-Philippe Vert	Classification of Biological Sequences with Kernel Methods.	ICGI	2006	DBLP DOI BibTeX RDF
2	Roland Vollgraf, Klaus Obermayer	Sparse Optimization for Second Order Kernel Methods.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang	Gender Classification with Bayesian Kernel Methods.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Ankur Jain, Zhihua Zhang, Edward Y. Chang	Adaptive non-linear clustering in data streams.	CIKM	2006	DBLP DOI BibTeX RDF	stream clustering, data streams, kernel methods, dimension reduction, stream mining
2	Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury	A Kernel-Based Approach to Estimating Phase Shifts Between Irregularly Sampled Time Series: An Application to Gravitational Lenses.	ECML	2006	DBLP DOI BibTeX RDF	time-series, regression, Kernel methods
2	Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen	Classification with Support Hyperplanes.	ECML	2006	DBLP DOI BibTeX RDF	Large Margin and Instance-based Classifiers, Kernel Methods
2	Bernard Haasdonk, A. Vossen, Hans Burkhardt	Invariance in Kernel Methods by Haar-Integration Kernels.	SCIA	2005	DBLP DOI BibTeX RDF
2	Francesco Camastra	Kernel Methods for Clustering.	WIRN/NAIS	2005	DBLP DOI BibTeX RDF
2	Julius Fabian Ohmer, Frédéric Maire, Ross Brown	Implementation of Kernel Methods on the GPU.	DICTA	2005	DBLP DOI BibTeX RDF
2	Francis R. Bach, Michael I. Jordan	Predictive low-rank decomposition for kernel methods.	ICML	2005	DBLP DOI BibTeX RDF
2	Eun-Mi Kim, Bae-Ho Lee	An Effective Real Time Update Rule for Improving Performances both the Classification and Regression Problems in Kernel Methods.	ACIS-ICIS	2005	DBLP DOI BibTeX RDF
2	XuanLong Nguyen, Michael I. Jordan, Bruno Sinopoli	A kernel-based learning approach to ad hoc sensor network localization.	TOSN	2005	DBLP DOI BibTeX RDF	Ad hoc wireless sensor networks, localization, kernel methods, position estimation, statistical machine learning
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	Horst Bunke, Christophe Irniger, Michel Neuhaus	Graph Matching - Challenges and Potential Solutions.	ICIAP	2005	DBLP DOI BibTeX RDF	automatic learning of cost functions, graph kernel methods, graph database retrieval, graph matching, multiple classifier systems, structural pattern recognition, graph edit distance
2	Corinna Cortes, Mehryar Mohri	Moment Kernels for Regular Distributions.	Machine Learning	2005	DBLP DOI BibTeX RDF	rational kernels, weighted finite-state transducers, spoken-dialog classification, kernel methods, statistical learning, string kernels, weighted automata
2	Tijl De Bie, Nello Cristianini	Kernel Methods for Exploratory Pattern Analysis: A Demonstration on Text Data.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
2	LinLin Shen, Li Bai	Gabor Feature Based Face Recognition Using Kernel Methods. (PDF / PS)	FGR	2004	DBLP DOI BibTeX RDF
2	Jinbo Bi, Tong Zhang, Kristin P. Bennett	Column-generation boosting methods for mixture of kernels.	KDD	2004	DBLP DOI BibTeX RDF	boosting, kernel methods, column generation
2	Thomas Gärtner, John W. Lloyd, Peter A. Flach	Kernels and Distances for Structured Data.	Machine Learning	2004	DBLP DOI BibTeX RDF	kernel methods, inductive logic programming, higher-order logic, instance-based learning, structured data
2	Vojtech Franc, Václav Hlavác	Greedy Algorithm for a Training Set Reduction in the Kernel Methods.	CAIP	2003	DBLP DOI BibTeX RDF
2	Thomas Gärtner	A survey of kernels for structured data.	SIGKDD Explorations	2003	DBLP DOI BibTeX RDF	kernel methods, inductive logic programming, structured data, multi-relational data mining
2	Christina S. Leslie, Rui Kuang	Fast Kernels for Inexact String Matching.	COLT	2003	DBLP DOI BibTeX RDF	Kernel methods, computational biology, string kernels
2	Asanobu Kitamoto	Typhoon Analysis and Data Mining with Kernel Methods.	SVM	2002	DBLP DOI BibTeX RDF
2	Ming-Hsuan Yang	Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods. (PDF / PS)	FGR	2002	DBLP DOI BibTeX RDF
2	Alex J. Smola, Bernhard Schölkopf	Bayesian Kernel Methods.	Machine Learning Summer School	2002	DBLP DOI BibTeX RDF
2	Rémi Ronfard, Cordelia Schmid, Bill Triggs	Learning to Parse Pictures of People.	ECCV	2002	DBLP BibTeX RDF	image and video indexing, Object recognition, kernel methods, statistical pattern recognition, grouping and segmentation
2	Tong Zhang	A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning.	COLT/EuroCOLT	2001	DBLP DOI BibTeX RDF
2	András Kocsor, János Csirik	Fast Independent Component Analysis in Kernel Feature Spaces.	SOFSEM	2001	DBLP DOI BibTeX RDF	FastICA, phoneme classification, feature extraction, Independent Component Analysis, kernel methods
1	Anneleen Daemen, Dirk Timmerman, Thierry Van den Bosch, Cecilia Bottomley, Emma Kirk, Caroline Van Holsbeke, Lil Valentin, Tom Bourne, Bart De Moor	Improved modeling of clinical data with kernel methods.	Artificial Intelligence in Medicine	2012	DBLP DOI BibTeX RDF
1	Morton J. Canty, Allan Aasbjerg Nielsen	Linear and kernel methods for multivariate change detection.	Computers & Geosciences	2012	DBLP DOI BibTeX RDF
1	Martin Sewell, John Shawe-Taylor	Forecasting foreign exchange rates using kernel methods.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Jong In Park, Lu Liu, X. Philip Ye, Myong K. Jeong, Youngseon Jeong	Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Robert Hable	Asymptotic normality of support vector machine variants and other regularized kernel methods.	J. Multivariate Analysis	2012	DBLP DOI BibTeX RDF
1	Jiancheng Sun, Xiaohe Li, Yong Yang, Jianguo Luo, Yaohui Bai	Scaling the kernel function based on the separating boundary in input space: A data-dependent way for improving the performance of kernel methods.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Giorgio Gnecco, Vera Kurková, Marcello Sanguineti	Accuracy of approximations of solutions to Fredholm equations by kernel methods.	Applied Mathematics and Computation	2012	DBLP DOI BibTeX RDF
1	Okba Taouali, Ilyes Elaissi, Hassani Messaoud	Design and comparative study of online kernel methods identification of nonlinear system in RKHS space.	Artif. Intell. Rev.	2012	DBLP DOI BibTeX RDF
1	Marina-Anca Cidotã, Dragos Datcu, Léon J. M. Rothkrantz	Learning 3D AAM Fitting with Kernel Methods.	ICAISC	2012	DBLP DOI BibTeX RDF
1	Frank Johann Reichartz	Extraction of semantic relations from text with tree kernel methods.		2011	RDF
1	Florian Martin	An application of kernel methods to variety identification based on SSR markers genetic fingerprinting.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Tatsuya Akutsu, Hiroshi Nagamochi	Kernel Methods for Chemical Compounds: From Classification to Design.	IEICE Transactions	2011	DBLP BibTeX RDF
1	Francesco Dinuzzo	Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Wei Wu, Jun Xu, Hang Li, Satoshi Oyama	Learning a Robust Relevance Model for Search Using Kernel Methods.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	Charles Bergeron, Theresa Hepburn, C. Matthew Sundling, Michael P. Krein, William P. Katt, Nagamani Sukumar, Curt M. Breneman, Kristin P. Bennett	Prediction of peptide bonding affinity: kernel methods for nonlinear modeling	CoRR	2011	DBLP BibTeX RDF
1	Jesse Alama, Daniel Kühlwein, Evgeni Tsivtsivadze, Josef Urban, Tom Heskes	Premise Selection for Mathematics by Corpus Analysis and Kernel Methods	CoRR	2011	DBLP BibTeX RDF
1	Albert Samà, Cecilio Angulo, Diego E. Pardo, Andreu Català, Joan Cabestany	Analyzing human gait and posture by combining feature selection and kernel methods.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	C. Alouch, Paul Sablonnière, Driss Sbibih, M. Tahrichi	Superconvergent Nyström and degenerate kernel methods for eigenvalue problems.	Applied Mathematics and Computation	2011	DBLP DOI BibTeX RDF
1	Karsten M. Borgwardt	Kernel Methods in Bioinformatics.	Handbook of Statistical Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Lionel Morgado, Carlos Pereira, Paula Veríssimo, António Dourado	Peptidase Detection and Classification Using Enhanced Kernel Methods with Feature Selection.	PACBB	2011	DBLP DOI BibTeX RDF
1	Anthony S. J. Tjiong, Sildomar T. Monteiro	Feature selection with PSO and kernel methods for hyperspectral classification.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	Oliver Kramer, Fabian Gieseke	Analysis of wind energy time series with kernel methods and neural networks.	ICNC	2011	DBLP DOI BibTeX RDF
1	Piotr Przymus, Krzysztof Rykaczewski, Ryszard Wisniewski	Application of Wavelets and Kernel Methods to Detection and Extraction of Behaviours of Freshwater Mussels.	FGIT	2011	DBLP DOI BibTeX RDF
1	Pascal Germain, Alexandre Lacoste, François Laviolette, Mario Marchand, Sara Shanian	A PAC-Bayes Sample-compression Approach to Kernel Methods.	ICML	2011	DBLP BibTeX RDF
1	Dong Huang, Yuandong Tian, Fernando De la Torre	Local isomorphism to solve the pre-image problem in kernel methods.	CVPR	2011	DBLP DOI BibTeX RDF
1	Luis A. Trindade, Hui Wang 0001, William Blackburn, Niall Rooney	Text classification using word sequence kernel methods.	ICMLC	2011	DBLP DOI BibTeX RDF
1	Ju Han, Hang Chang, Leandro A. Loss, Kai Zhang, Frederick L. Baehner, Joe W. Gray, Paul T. Spellman, Bahram Parvin	Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme.	ISBI	2011	DBLP DOI BibTeX RDF
1	Luis Gómez-Chova, Gustavo Camps-Valls, Lorenzo Bruzzone, Javier Calpe-Maravilla	Mean Map Kernel Methods for Semisupervised Cloud Classification.	IEEE T. Geoscience and Remote Sensing	2010	DBLP DOI BibTeX RDF
1	Ernesto De Vito, S. Pereverzyev, Lorenzo Rosasco	Adaptive Kernel Methods Using the Balancing Principle.	Foundations of Computational Mathematics	2010	DBLP DOI BibTeX RDF
1	Tapio Pahikkala, Willem Waegeman, Evgeni Tsivtsivadze, Tapio Salakoski, Bernard De Baets	Learning intransitive reciprocal relations with kernel methods.	European Journal of Operational Research	2010	DBLP DOI BibTeX RDF
1	Paul R. Hill, David R. Bull	Sub-pixel motion estimation using kernel methods.	Sig. Proc.: Image Comm.	2010	DBLP DOI BibTeX RDF
1	Fuxin Li, Cristian Sminchisescu	The Feature Selection Path in Kernel Methods.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Eder Santana, Jose C. Principe, Ewaldo Eder Santana, Raimundo Carlos Silvério Freire, Allan Kardec Barros	Extraction of signals with specific temporal structure using kernel methods.	IEEE Transactions on Signal Processing	2010	DBLP DOI BibTeX RDF
1	Cristiano Cervellera, Danilo Macciò, Marco Muselli	Efficient global maximum likelihood estimation through kernel methods.	Neural Networks	2010	DBLP DOI BibTeX RDF
1	Domonkos Tikk, Philippe Thomas, Peter Palaga, Jörg Hakenberg, Ulf Leser	A Comprehensive Benchmark of Kernel Methods to Extract Protein-Protein Interactions from Literature.	PLoS Computational Biology	2010	DBLP DOI BibTeX RDF
1	Marco Antoniotti, Marco Carreras, Antonella Farinaccio, Giancarlo Mauri, Daniele Merico, Italo Zoppis	An application of kernel methods to gene cluster temporal meta-analysis.	Computers & OR	2010	DBLP DOI BibTeX RDF