Search results for "kernels"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
101	S. V. N. Vishwanathan, Alexander J. Smola, René Vidal	Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes.	Int. J. Comput. Vis.	2007	DBLP DOI BibTeX RDF	Binet-Cauchy theorem, ARMA models and dynamical systems, sylvester equation, kernel methods, dynamic scenes, dynamic textures, reproducing kernel Hilbert spaces
97	Christina S. Leslie, Rui Kuang	Fast Kernels for Inexact String Matching.	COLT	2003	DBLP DOI BibTeX RDF	Kernel methods, computational biology, string kernels
76	Kilho Shin, Tetsuji Kuboyama	Polynomial Summaries of Positive Semidefinite Kernels.	ALT	2007	DBLP DOI BibTeX RDF
73	Martin I. Layton, Mark J. F. Gales	Acoustic Modelling Using Continuous Rational Kernels.	J. VLSI Signal Process.	2007	DBLP DOI BibTeX RDF	augmented statistical models, rational kernels, TIMIT database, speech recognition
70	Manuel Arenaz, Juan Touriño, Ramon Doallo	XARK: An extensible framework for automatic recognition of computational kernels.	ACM Trans. Program. Lang. Syst.	2008	DBLP DOI BibTeX RDF	Automatic kernel recognition, demand-driven algorithms, gated single assignment, use-def chains, symbolic analysis, strongly connected component
64	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Distances and (Indefinite) Kernels for Sets of Objects.	ICDM	2006	DBLP DOI BibTeX RDF
64	Corinna Cortes, Patrick Haffner, Mehryar Mohri	Positive Definite Rational Kernels.	COLT	2003	DBLP DOI BibTeX RDF
61	Rui Kuang, Eugene Ie, Ke Wang, Kai Wang, Mahira Siddiqi, Yoav Freund, Christina S. Leslie	Profile-Based String Kernels for Remote Homology Detection and Motif Extraction.	CSB	2004	DBLP DOI BibTeX RDF	protein motifs, support vector machine, kernels, protein classification
60	Lennart Lindh, Johan Stärner, John Furunäs	From single to multiprocessor real-time kernels in hardware.	IEEE Real Time Technology and Applications Symposium	1995	DBLP DOI BibTeX RDF	multiprocessor real-time kernels, single processor real-time kernels, improved performance, improved determinism, integrated deterministic CPU, deterministic multitasking real time kernel, high performance multitasking real time kernel, high performance standalone multitasking real time kernel, deterministic standalone multitasking real time kernel, heterogeneous multiprocessor real-time systems, homogeneous multiprocessor real-time systems, scheduling, performance evaluation, real-time systems, multiprocessing systems, hardware, reconfigurable architectures, processor scheduling, multiprogramming, operating system kernels, firmware
58	Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang	Weighted Mahalanobis Distance Kernels for Support Vector Machines.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
58	Jiun-Hung Chen	M-Estimator based Robust Kernels for Support Vector Machines.	ICPR (1)	2004	DBLP DOI BibTeX RDF
58	Corinna Cortes, Mehryar Mohri	Distribution kernels based on moments of counts.	ICML	2004	DBLP DOI BibTeX RDF
58	Jinyou Zhang	Estimating adaptive kernels from local image grey value changes.	ICIP	1995	DBLP DOI BibTeX RDF	adaptive kernels estimation, local image grey value changes, optimal convolution kernels, computer vision, computer vision, edge detection, edge detection, convolution, covariance matrix, adaptive estimation, covariance matrices, edge extraction
56	Kilho Shin	Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured Data.	IDEAL	2007	DBLP DOI BibTeX RDF
55	Gil Ben-Artzi, Hagit Hel-Or, Yacov Hel-Or	The Gray-Code Filter Kernels.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	filter kernels, Walsh-Hadamard, pattern matching, filters, convolution, block matching, Image filtering, pattern detection
55	Bart Hamers, Johan A. K. Suykens, Bart De Moor	Compactly Supported RBF Kernels for Sparsifying the Gram Matrix in LS-SVM Regression Models.	ICANN	2002	DBLP DOI BibTeX RDF	nonlinear function estimation, compactly supported kernels, direct and iterative methods, Support vector machines
55	Shibin Qiu, Terran Lane	The RNA String Kernel for siRNA Efficacy Prediction.	BIBE	2007	DBLP DOI BibTeX RDF
52	Chris Longworth, Mark J. F. Gales	Combining Derivative and Parametric Kernels for Speaker Verification.	IEEE Trans. Speech Audio Process.	2009	DBLP DOI BibTeX RDF
52	Evgeni Tsivtsivadze, Jorma Boberg, Tapio Salakoski	Locality Kernels for Protein Classification.	WABI	2007	DBLP DOI BibTeX RDF
52	Minlie Huang, Xiaoyan Zhu 0001	Combining Convolution Kernels Defined on Heterogeneous Sub-structures.	PAKDD	2007	DBLP DOI BibTeX RDF	convolution kernel, SVM, text mining, relation extraction
52	Karsten M. Borgwardt, Hans-Peter Kriegel	Shortest-Path Kernels on Graphs.	ICDM	2005	DBLP DOI BibTeX RDF
52	Corinna Cortes, Mehryar Mohri	Moment Kernels for Regular Distributions.	Mach. Learn.	2005	DBLP DOI BibTeX RDF	rational kernels, weighted finite-state transducers, spoken-dialog classification, kernel methods, statistical learning, string kernels, weighted automata
49	Kristian Kersting, Thomas Gärtner 0001	Fisher Kernels for Logical Sequences.	ECML	2004	DBLP DOI BibTeX RDF	Fisher Kernels, Logical Sequences, Hidden Markov Models
46	Corinna Cortes, Leonid Kontorovich, Mehryar Mohri	Learning Languages with Rational Kernels.	COLT	2007	DBLP DOI BibTeX RDF
46	Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R. Chandra	Structural alignment based kernels for protein structure classification.	ICML	2007	DBLP DOI BibTeX RDF
46	Pawel Majewski	Directed Laplacian Kernels for Link Analysis.	IDEAL	2006	DBLP DOI BibTeX RDF
46	Guangyi Chen, Prabir Bhattacharya	Function Dot Product Kernels for Support Vector Machine.	ICPR (2)	2006	DBLP DOI BibTeX RDF
46	Adam Woznica, Alexandros Kalousis, Melanie Hilario	Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints.	PAKDD	2006	DBLP DOI BibTeX RDF
46	Gil Ben-Artzi, Hagit Hel-Or, Yacov Hel-Or	Filtering with Gray-Code Kernels.	ICPR (1)	2004	DBLP DOI BibTeX RDF
46	Yo Horikawa	Use of Autocorrelation Kernels in Kernel Canonical Correlation Analysis for Texture Classification.	ICONIP	2004	DBLP DOI BibTeX RDF
44	José R. Herrero 0001, Juan J. Navarro	Compiler-Optimized Kernels: An Efficient Alternative to Hand-Coded Inner Kernels.	ICCSA (5)	2006	DBLP DOI BibTeX RDF
43	Ola Amayri, Nizar Bouguila	Improved Online Support Vector Machines Spam Filtering Using String Kernels.	CIARP	2009	DBLP DOI BibTeX RDF	Online Active, Support Vector Machines, Spam, String Kernels, Feature Mapping
43	Ming Z. Zhang, Vijayan K. Asari	A Design Methodology for Performance-Resource Optimization of a Generalized 2D Convolution Architecture with Quadrant Symmetric Kernels.	Asia-Pacific Computer Systems Architecture Conference	2007	DBLP DOI BibTeX RDF	2D convolution, log-domain computation, multiplier-less architecture, quadrant symmetric kernels, modularized optimization, FPGA based architecture
43	Fangyan Lu, Hongwei Sun	Positive definite dot product kernels in learning theory.	Adv. Comput. Math.	2005	DBLP DOI BibTeX RDF	conditionally positive definite, Gramian positive functions, Mercer kernels, positive definite
43	Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao	A fast iterative algorithm for fisher discriminant using heterogeneous kernels.	ICML	2004	DBLP DOI BibTeX RDF	Heterogeneous Kernels, Linear Fisher Discriminant, Mathematical Programming, Binary Classification
43	Francis Y. L. Chin, Andrew Choi, Yuhua Luo	Optimal Generating Kernels for Image Pyramids by Piecewise Fitting.	IEEE Trans. Pattern Anal. Mach. Intell.	1992	DBLP DOI BibTeX RDF	optimal generating kernels, mean square error minimization, piecewise fitting, intensity functions, continuous piecewise surfaces, polynomial tensor products, equal contribution properties, small window size, fast inverse transformation, minimum error, image processing, optimisation, symmetry, normalization, convolution, least squares approximations, image pyramids, unimodality
43	Marta Gîrdea, Liviu Ciortuz	A Hybrid Genetic Programming and Boosting Technique for Learning Kernel Functions from Training Data.	SYNASC	2007	DBLP DOI BibTeX RDF
43	Chengjun Liu	Gabor-Based Kernel PCA with Fractional Power Polynomial Models for Face Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF	fractional power polynomial models, Gabor wavelet representation, Gabor-based kernel PCA method, Face recognition, kernel Principal Component Analysis (PCA)
42	Shuichi Oikawa, Ragunathan Rajkumar	Scalability in a real-time kernel.	RTCSA	1997	DBLP DOI BibTeX RDF	software functionalities, scalable kernel architecture, real-time systems, scalability, abstractions, operating system kernels, operating system kernels, real-time kernel, hardware resources
40	Fedor V. Fomin, Stefan Kratsch, Erik Jan van Leeuwen (eds.)	Treewidth, Kernels, and Algorithms - Essays Dedicated to Hans L. Bodlaender on the Occasion of His 60th Birthday	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Dániel Marx	Four Shorts Stories on Surprising Algorithmic Uses of Treewidth.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Danny Hermelin	Hans Bodlaender and the Theory of Kernelization Lower Bounds.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Michal Pilipczuk	Computing Tree Decompositions.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Jan van Leeuwen	Algorithms, Complexity, and Hans.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Jesper Nederlof	Algorithms for NP-Hard Problems via Rank-Related Parameters of Matrices.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Till Fluschnik, Hendrik Molter, Rolf Niedermeier, Malte Renken, Philipp Zschoche	As Time Goes By: Reflections on Treewidth for Temporal Graphs.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Tom C. van der Zanden	Games, Puzzles and Treewidth.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Yota Otachi	A Survey on Spanning Tree Congestion.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Hisao Tamaki	Experimental Analysis of Treewidth.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Bart M. P. Jansen	Crossing Paths with Hans Bodlaender: A Personal View on Cross-Composition for Sparsification Lower Bounds.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Alexander Grigoriev	Possible and Impossible Attempts to Solve the Treewidth Problem via ILPs.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Daniel Lokshtanov, Saket Saurabh 0001, Meirav Zehavi	Efficient Graph Minors Theory and Parameterized Algorithms for (Planar) Disjoint Paths.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Stefan Arnborg, Andrzej Proskurowski	Seeing Arboretum for the (partial k-) Trees.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Marcin Pilipczuk	Surprising Applications of Treewidth Bounds for Planar Graphs.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Dimitrios M. Thilikos	A Retrospective on (Meta) Kernelization.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Mark de Berg, Sándor Kisfaludi-Bak	Lower Bounds for Dominating Set in Ball Graphs and for Weighted Dominating Set in Unit-Ball Graphs.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Johan M. M. van Rooij	Fast Algorithms for Join Operations on Tree Decompositions.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Michael R. Fellows, Frances A. Rosamond	Collaborating with Hans: Some Remaining Wonderments.	Treewidth, Kernels, and Algorithms	2020	DBLP DOI BibTeX RDF
40	Christoph Heinz, Bernhard Seeger	Cluster Kernels: Resource-Aware Kernel Density Estimators over Streaming Data.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Data mining, Statistical databases, Nonparametric statistics, Statistical computing
40	André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing	Nonextensive entropic kernels.	ICML	2008	DBLP DOI BibTeX RDF
40	Jérôme Louradour, Khalid Daoudi, Francis R. Bach	Feature Space Mahalanobis Sequence Kernels: Application to SVM Speaker Verification.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
40	Tiejun Jiang, Shuzong Wang, Ruxiang Wei	Support Vector Machine with Composite Kernels for Time Series Prediction.	ISNN (3)	2007	DBLP DOI BibTeX RDF
40	Bernard Haasdonk, Hans Burkhardt	Classification with Invariant Distance Substitution Kernels.	GfKl	2007	DBLP DOI BibTeX RDF
40	Nathan Srebro, Shai Ben-David	Learning Bounds for Support Vector Machines with Learned Kernels.	COLT	2006	DBLP DOI BibTeX RDF
40	Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Matsumoto 0001	Application of kernels to link analysis.	KDD	2005	DBLP DOI BibTeX RDF	co-citation coupling, link analysis, HITS, graph kernel
40	Miguel Angel Lozano, Francisco Escolano	Regularization Kernels and Softassign.	CIARP	2004	DBLP DOI BibTeX RDF
40	Jian-Tao Sun, Benyu Zhang, Zheng Chen 0001, Yuchang Lu, Chunyi Shi, Wei-Ying Ma	GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification.	Web Intelligence	2004	DBLP DOI BibTeX RDF
40	Cheng Soon Ong, Xavier Mary, Stéphane Canu, Alexander J. Smola	Learning with non-positive kernels.	ICML	2004	DBLP DOI BibTeX RDF
39	Peter Wittek, Chew Lim Tan	Compactly Supported Basis Functions as Support Vector Kernels for Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF	Wavelet kernels, feature engineering, feature correlation, semantic kernels
39	Karsten M. Borgwardt, Sebastian Böttger, Hans-Peter Kriegel	VGM: visual graph mining.	SIGMOD Conference	2006	DBLP DOI BibTeX RDF	support vector machines, kernel methods, graph mining, graph kernels
39	Roland Wilson, Abhir Bhalerao	Kernel Designs for Efficient Multiresolution Edge Detection and Orientation Estimation.	IEEE Trans. Pattern Anal. Mach. Intell.	1992	DBLP DOI BibTeX RDF	radial frequency responses, multiresolution edge detection, filter kernels, angular frequency responses, frequency sampling, multiresolution pyramids, optimization, pattern recognition, pattern recognition, picture processing, picture processing, optimisation, filtering and prediction theory, orientation estimation
38	Ronald G. Minnich, Matthew J. Sottile, Sung-Eun Choi, Erik A. Hendriks, Jim McKie	Right-weight kernels: an off-the-shelf alternative to custom light-weight kernels.	ACM SIGOPS Oper. Syst. Rev.	2006	DBLP DOI BibTeX RDF	Linux
37	Chun-Nam John Yu, Thorsten Joachims	Training structural svms with kernels using sampled cuts.	KDD	2008	DBLP DOI BibTeX RDF	support vector machines, kernels, large-scale problems
37	José R. Herrero 0001	New Data Structures for Matrices and Specialized Inner Kernels: Low Overhead for High Performance.	PPAM	2007	DBLP DOI BibTeX RDF	Specialized inner kernels, new data structures, high performance, low overhead, dense linear algebra
37	Kurt Driessens, Jan Ramon, Thomas Gärtner 0001	Graph kernels and Gaussian processes for relational reinforcement learning.	Mach. Learn.	2006	DBLP DOI BibTeX RDF	Reinforcement learning, Gaussian processes, Relational learning, Graph kernels
37	Dell Zhang, Xi Chen, Wee Sun Lee	Text classification with kernels on the multinomial manifold.	SIGIR	2005	DBLP DOI BibTeX RDF	machine learning, support vector machine, text classification, kernels, differential geometry, manifolds
37	Oleg Bessonov, Dominique Fougère, Bernard Roux	Analysis of Architecture and Design of Linear Algebra Kernels for Superscalar Processors.	PaCT	2003	DBLP DOI BibTeX RDF	linear algebra kernels, LINPACK benchmark, performance measurements, instruction level parallelism, cache memories, microarchitecture, out-of-order processors
36	Shuichi Oikawa, Hiroo Ishikawa, Masatoshi Iwasaki, Tatsuo Nakajima	Providing Protected Execution Environments for Embedded Operating Systems Using a µ-Kernel.	EUC	2004	DBLP DOI BibTeX RDF
36	Tony Lindeberg	Scale-Space for Discrete Signals.	IEEE Trans. Pattern Anal. Mach. Intell.	1990	DBLP DOI BibTeX RDF	nonnegative kernels, unimodal kernels, discrete signals, discrete scale-space theory, diffusion equation, discrete smoothing transformations, signal processing, signal processing, frequency domain, spatial domain, Gaussian kernel, discrete systems
34	Frank Reichartz, Hannes Korte, Gerhard Paass	Semantic relation extraction with kernels over typed dependency trees.	KDD	2010	DBLP DOI BibTeX RDF	information extraction, text mining, relation extraction
34	Michela Becchi, Surendra Byna, Srihari Cadambi, Srimat T. Chakradhar	Data-aware scheduling of legacy kernels on heterogeneous platforms with distributed memory.	SPAA	2010	DBLP DOI BibTeX RDF	accelerators, distributed memory, multi-core processors, runtime, heterogeneous platforms
34	Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski	Locality kernels for sequential data and their applications to parse ranking.	Appl. Intell.	2009	DBLP DOI BibTeX RDF	Parse ranking, Regularized least-squares, Natural language processing, Kernel methods
34	Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti	Route kernels for trees.	ICML	2009	DBLP DOI BibTeX RDF
34	Christian Igel, Tobias Glasmachers, Britta Mersch, Nico Pfeifer, Peter Meinicke	Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection.	IEEE ACM Trans. Comput. Biol. Bioinform.	2007	DBLP DOI BibTeX RDF	oligo kernel, kernel target alignment, support vector machines, model selection, Sequence analysis, translation initiation sites
34	Mehdi Baba-ali, David Marcheix, Xavier Skapin, Yves Bertrand	Generic computation of bulletin boards into geometric kernels.	Afrigraph	2007	DBLP DOI BibTeX RDF	event follow-up mechanisms, topological entity modification, bulletin board, generalized maps
34	Zaïd Harchaoui, Francis R. Bach	Image Classification with Segmentation Graph Kernels.	CVPR	2007	DBLP DOI BibTeX RDF
34	Roland Opfer	Multiscale kernels.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	wavelets, data compression, radial basis functions, multiresolution, refineable functions, scattered data approximation
34	Tanasanee Phienthrakul, Boonserm Kijsirikul	Evolving Hyperparameters of Support Vector Machines Based on Multi-Scale RBF Kernels.	Intelligent Information Processing	2006	DBLP DOI BibTeX RDF	Support Vector Machines, Radial Basis Function, Kernel Methods, Evolutionary Strategies
34	Conrad Sanderson, Simon Günter	On Authorship Attribution via Markov Chains and Sequence Kernels.	ICPR (3)	2006	DBLP DOI BibTeX RDF
34	Uwe Dick, Kristian Kersting	Fisher Kernels for Relational Data.	ECML	2006	DBLP DOI BibTeX RDF
34	Alain D. Lehmann, John Shawe-Taylor	A probabilistic model for text kernels.	ICML	2006	DBLP DOI BibTeX RDF
34	Chuanhuan Yin, Shengfeng Tian, Shaomin Mu	A Fast Bit-Parallel Algorithm for Gapped String Kernels.	ICONIP (1)	2006	DBLP DOI BibTeX RDF
34	Yanfei Zhu, Lianfang Tian, Zongyuan Mao, Wei Li	Mixtures of Kernels for SVM Modeling.	ICNC (1)	2005	DBLP DOI BibTeX RDF
34	Tanasanee Phienthrakul, Boonserm Kijsirikul	Evolutionary strategies for multi-scale radial basis function kernels in support vector machines.	GECCO	2005	DBLP DOI BibTeX RDF	support vector machines, radial basis function, kernel function, evolutionary strategies
34	Siwei Lyu	Mercer Kernels for Object Recognition with Local Features.	CVPR (2)	2005	DBLP DOI BibTeX RDF
34	Blaz Fortuna, Dunja Mladenic	Using String Kernels for Classification of Slovenian Web Documents.	GfKl	2005	DBLP DOI BibTeX RDF
34	Haifeng Li 0012, Tao Jiang 0001	A class of edit kernels for SVMs to predict translation initiation sites in eukaryotic mRNAs.	RECOMB	2004	DBLP DOI BibTeX RDF	mRNA, positive definite kernel, machine learning, support vector machine, edit distance, translation initiation site
34	Mikhail Petrovskiy	Convolution Kernels for Outliers Detection in Relational Data.	IDEAL	2003	DBLP DOI BibTeX RDF
34	Thomas Gärtner 0001, Peter A. Flach, Stefan Wrobel	On Graph Kernels: Hardness Results and Efficient Alternatives.	COLT	2003	DBLP DOI BibTeX RDF
33	Dong Song, Vasilis Z. Marmarelis, Theodore W. Berger	Parametric and non-parametric modeling of short-term synaptic plasticity. Part I: computational study.	J. Comput. Neurosci.	2009	DBLP DOI BibTeX RDF	Poisson random train, Volterra kernels, Facilitation, Nonlinear modeling, Depression