Search results for "Kernel functions"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Juan C. Caicedo, Angel Cruz-Roa, Fabio A. González	Histopathology Image Classification Using Bag of Features and Kernel Functions.	AIME	2009	DBLP DOI BibTeX RDF
2	Laurence A. F. Park, Kotagiri Ramamohanarao	Kernel latent semantic analysis using an information retrieval based kernel.	CIKM	2009	DBLP DOI BibTeX RDF	latent semantic analysis, kernel functions
2	Kurosh Madani, Abdennasser Chebira, Véronique Amarger	A.N.N. Based Approach to Mass Biometry Taking Advantage from Modularity.	IWANN	2009	DBLP DOI BibTeX RDF	Mass Biometry, Real-Time, Artificial Neural Networks, Parallel Implementation, kernel functions
2	Baofeng Guo, Steve R. Gunn, Robert I. Damper, James D. B. Nelson	Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification.	IEEE Transactions on Image Processing	2008	DBLP DOI BibTeX RDF
2	Koichiro Doi, Akihiro Yamamoto	Kernel Functions Based on Derivation.	PAKDD Workshops	2008	DBLP DOI BibTeX RDF
2	Xiuwen Liu, Arturo Donate, Matthew Jemison, Washington Mio	Kernel functions for robust 3D surface registration with spectral embeddings.	ICPR	2008	DBLP DOI BibTeX RDF
2	Xinfei Liao, Limin Tao	A Class of Novel Kernel Functions.	IDEAL	2008	DBLP DOI BibTeX RDF	Reproducing Kernel, SVM
2	Mohamed El Ghami, Ivan Ivanov, Hans Melissen, Cornelis Roos, Trond Steihaug	Primal-dual algorithm for linear optimization problems based on a new class of kernel functions.	ISCC	2008	DBLP DOI BibTeX RDF
2	Maria-Florina Balcan, Avrim Blum, Nathan Srebro	A theory of learning with similarity functions.	Machine Learning	2008	DBLP DOI BibTeX RDF	Kernel functions, Similarity functions, Margins
2	Sadaaki Miyamoto, Yuichi Kawasaki	Kernel Functions Based on Fuzzy Neighborhoods and Agglomerative Clustering.	MDAI	2007	DBLP DOI BibTeX RDF
2	Marta Gîrdea, Liviu Ciortuz	A Hybrid Genetic Programming and Boosting Technique for Learning Kernel Functions from Training Data.	SYNASC	2007	DBLP DOI BibTeX RDF
2	Sadaaki Miyamoto, Satoshi Hayakawa, Yuichi Kawasaki	Term Clustering in Texts Based on Fuzzy Neighborhoods and Kernel Functions.	KES	2007	DBLP DOI BibTeX RDF
2	Jianqiang Yang, Steve R. Gunn	Exploiting Uncertain Data in Support Vector Classification.	KES	2007	DBLP DOI BibTeX RDF	MPM, missing features, SVC, kernel functions, uncertain
2	Fu-Lai Chung, Shitong Wang, Min Xu, Dewen Hu, Qing Lin	Possibility Theoretic Clustering and its Preliminary Application to Large Image Segmentation.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Exponential possibility distribution, Consistent functions, Epanechnikov kernel functions, Biased sampling, Large image segmentation, Clustering algorithm
2	Chih-Cheng Yang, Wan-Jui Lee, Shie-Jue Lee	Learning of Kernel Functions in Support Vector Machines.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Huimin Geng, Hesham H. Ali	A New Clustering Strategy with Stochastic Merging and Removing Based on Kernel Functions.	CSB Workshops	2005	DBLP DOI BibTeX RDF
2	Qiang Sun, Gerald DeJong	Feature Kernel Functions: Improving SVMs Using High-Level Knowledge.	CVPR	2005	DBLP DOI BibTeX RDF
2	Bram Vanschoenwinkel, Feng Liu, Bernard Manderick	Context-Sensitive Kernel Functions: A Distance Function Viewpoint.	ICMLC	2005	DBLP DOI BibTeX RDF
2	Alaa Halawani, Hans Burkhardt	Image Retrieval by Local Evaluation of Nonlinear Kernel Functions around Salient Points.	ICPR	2004	DBLP DOI BibTeX RDF
2	Bram Vanschoenwinkel, Bernard Manderick	Appropriate Kernel Functions for Support Vector Machine Learning with Sequences of Symbolic Data.	Deterministic and Statistical Methods in Machine Learning	2004	DBLP DOI BibTeX RDF
2	Cheong Hee Park, Haesun Park	Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions.	ICDM	2003	DBLP DOI BibTeX RDF
2	Mónica Sánchez, Francesc Prats, Núria Agell, Xari Rovira	Kernel Functions over Orders of Magnitude Spaces by Means of Usual Kernels. Application to Measure Financial Credit Risk.	CAEPIA	2003	DBLP DOI BibTeX RDF
2	Sebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alex J. Smola, Klaus-Robert Müller	Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	Fisher's discriminant, nonlinear feature extraction, Rayleigh coefficient, oriented PCA, support vector machine, kernel functions
2	Vadim Mottl, Alexey Kostin, Josef Kittler	Support Object Classifiers with Rigid and Elastic Kernel Functions for Face Identification.	ICPR	2002	DBLP DOI BibTeX RDF
2	Roman M. Palenichka	Fast Recursive Computation of Local Axial Moments by Using Primitive Kernel Functions.	ACPC	1999	DBLP DOI BibTeX RDF
2	Byeungwoo Jeon, David A. Landgrebe	Fast Parzen Density Estimation Using Clustering-Based Branch and Bound.	IEEE Trans. Pattern Anal. Mach. Intell.	1994	DBLP DOI BibTeX RDF	fast Parzen density estimation, clustering-based branch and bound, nonparametric discriminant analysis, multivariant case, data reduction technique, pattern recognition, estimation theory, kernel functions, nonparametric statistics, computational load, data samples
1	Manuel V. C. Vieira	Interior-point methods based on kernel functions for symmetric optimization.	Optimization Methods and Software	2012	DBLP DOI BibTeX RDF
1	Jeongsik Hwang, Sadaaki Miyamoto	Kernel Functions Derived from Fuzzy Clustering and Their Application to Kernel Fuzzy c-Means.	JACIII	2011	DBLP BibTeX RDF
1	M. Elangovan, V. Sugumaran, K. I. Ramachandran, S. Ravikumar	Effect of SVM kernel functions on classification of vibration signals of a single point cutting tool.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	M. Ehsan Abbasnejad, Dhanesh Ramachandram, Mandava Rajeswari	An unsupervised approach to learn the kernel functions: from global influence to local similarity.	Neural Computing and Applications	2011	DBLP DOI BibTeX RDF
1	Zhongyi Liu, Wenyu Sun	A full-NT-step infeasible interior-point algorithm for SDP based on kernel functions.	Applied Mathematics and Computation	2011	DBLP DOI BibTeX RDF
1	Sedat Ozer, Chi Hau Chen, Hakan A. Çirpan	A set of new Chebyshev kernel functions for support vector machine pattern classification.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Mohd Ibrahim Shapiai, Shahdan Sudin, Zuwairie Ibrahim, Marzuki Khalid	Investigation on Different Kernel Functions for Weighted Kernel Regression in Solving Small Sample Problems.	EMS	2011	DBLP DOI BibTeX RDF
1	Petra Vidnerová, Roman Neruda	Evolving Sum and Composite Kernel Functions for Regularization Networks.	ICANNGA	2011	DBLP DOI BibTeX RDF
1	James N. K. Liu, Yu-Lin He, Xizhao Wang, Yan-Xing Hu	A comparative study among different kernel functions in flexible naïve Bayesian classification.	ICMLC	2011	DBLP DOI BibTeX RDF
1	Muhammad Hussain, Summrina Kanwal Wajid, Ali Elzaart, Mohamed Berbar	A Comparison of SVM Kernel Functions for Breast Cancer Detection.	CGIV	2011	DBLP DOI BibTeX RDF
1	Mohamed El Ghami, Cornelis Roos, Trond Steihaug	A generic primal-dual interior-point method for semidefinite optimization based on a new class of kernel functions.	Optimization Methods and Software	2010	DBLP DOI BibTeX RDF
1	Xiaohong Wang, Jun Huan, Aaron M. Smalter, Gerald H. Lushington	Application of kernel functions for accurate similarity search in large chemical databases.	BMC Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Christian Gruber, Thiemo Gruber, Sebastian Krinninger, Bernhard Sick	Online Signature Verification With Support Vector Machines Based on LCSS Kernel Functions.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2010	DBLP DOI BibTeX RDF
1	Ivan Serina	Kernel functions for case-based planning.	Artif. Intell.	2010	DBLP DOI BibTeX RDF
1	Siwar Zribi Boujelbene, Dorra Ben Ayed Mezghanni, Noureddine Ellouze	Improving SVM by Modifying Kernel Functions for Speaker Identification Task.	JDCTA	2010	DBLP BibTeX RDF
1		Networks with Kernel Functions.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Matthias Tuma, Christian Igel, Mark Prior	Hydroacoustic Signal Classification Using Kernel Functions for Variable Feature Sets.	ICPR	2010	DBLP DOI BibTeX RDF
1	Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza	K-means Clustering for Symbolic Interval Data Based on Aggregated Kernel Functions.	ICTAI	2010	DBLP DOI BibTeX RDF
1	Guodong Li, Ganesh Gopalakrishnan	Scalable SMT-based verification of GPU kernel functions.	SIGSOFT FSE	2010	DBLP DOI BibTeX RDF
1	Prateek Jain, Brian Kulis, Inderjit S. Dhillon	Inductive Regularized Learning of Kernel Functions.	NIPS	2010	DBLP BibTeX RDF
1	Yifei Chen, Feng Liu, Bram Vanschoenwinkel, Bernard Manderick	Splice Site Prediction using Support Vector Machines with Context-Sensitive Kernel Functions.	J. UCS	2009	DBLP BibTeX RDF
1	Taskin Kavzoglu, I. Colkesen	A kernel functions analysis for support vector machines for land cover classification.	Int. J. Applied Earth Observation and Geoinformation	2009	DBLP DOI BibTeX RDF
1	Seral Özsen, Salih Günes, Sadik Kara, Fatma Latifoglu	Use of Kernel Functions in Artificial Immune Systems for the Nonlinear Classification Problems.	IEEE Transactions on Information Technology in Biomedicine	2009	DBLP DOI BibTeX RDF
1	Carl G. Looney	Fuzzy connectivity clustering with radial basis kernel functions.	Fuzzy Sets and Systems	2009	DBLP DOI BibTeX RDF
1	Mohamed El Ghami, Ivan Ivanov, Trond Steihaug	Primal-dual interior-point methods solver based on kernel functions for Linear Optimization.	IMCSIT	2009	DBLP DOI BibTeX RDF
1	Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura	Sentiment Classification with Support Vector Machines and Multiple Kernel Functions.	ICONIP	2009	DBLP DOI BibTeX RDF
1	Xiaohong Wang, Jun Huan, Aaron M. Smalter, Gerald H. Lushington	Application of Kernel Functions for Accurate Similarity Search in Large Chemical Databases.	BIBM	2009	DBLP DOI BibTeX RDF
1	Ginés Rubio, Héctor Pomares, Ignacio Rojas, Alberto Guillén	Creation of Specific-to-Problem Kernel Functions for Function Approximation.	IWANN	2009	DBLP DOI BibTeX RDF
1	Rong-xi Zhou, Cheng Gu, Yong-yu Yang	Empirical Study of Nonparametric Model of Interest Rate Term Structure Based on Different Kernel Functions.	BIFE	2009	DBLP DOI BibTeX RDF
1	Lei Gu, Hui-Zhong Wu	Applying a novel decision rule to the sphere-structured support vector machines algorithm.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Sphere-structured support vector machines, Pattern classification, Decision rule, Kernel functions
1	Danzhou Liu, Kien A. Hua	Incremental query evaluation for support vector machines.	CIKM	2009	DBLP DOI BibTeX RDF	support vector machines, relevance feedback, active learning, multimedia retrieval
1	Xiaohong Wang, Aaron M. Smalter, Jun Huan, Gerald H. Lushington	G-hash: towards fast kernel-based similarity search in large graph databases.	EDBT	2009	DBLP DOI BibTeX RDF	k-NNs search, graph similarity query, hashing, graph kernels, graph classification
1	Matthieu Kowalski, Marie Szafranski, Liva Ralaivola	Multiple indefinite kernel learning with mixed norm regularization.	ICML	2009	DBLP DOI BibTeX RDF
1	Shibin Qiu, Terran Lane	A Framework for Multiple Kernel Support Vector Regression and Its Applications to siRNA Efficacy Prediction.	IEEE/ACM Trans. Comput. Biology Bioinform.	2009	DBLP DOI BibTeX RDF	multiple kernel heuristics, QCQP optimization, RNA interference, siRNA efficacy, support vector regression, Multiple kernel learning
1	Buzhou Tang, Xuan Wang, Xiaolong Wang	Protein Secondary Structure Prediction Using Large Margin Methods.	ACIS-ICIS	2009	DBLP DOI BibTeX RDF
1	V. Devendran, Hemalatha Thiagarajan, Amitabh Wahi	SVM Based Hybrid Moment Features for Natural Scene Categorization.	CSE	2009	DBLP DOI BibTeX RDF
1	Hongbo Zhou, Qiang Cheng, Mehdi R. Zargham	Fast Fusion of Medical Images Based on Bayesian Risk Minimization and Pixon Map.	CSE	2009	DBLP DOI BibTeX RDF
1	Irina Popovici, William Douglas Withers	Curve Parametrization by Moments.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Ajit Rajwade, Arunava Banerjee, Anand Rangarajan	Probability Density Estimation Using Isocontours and Isosurfaces: Applications to Information-Theoretic Image Registration.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Shiliang Sun, Jinbo Li	A Theory of Kernel Extreme Energy Difference for Feature Extraction of EEG Signals.	ADMA	2009	DBLP DOI BibTeX RDF	extreme energy difference (EED), feature extraction, kernel machine, brain-computer interface (BCI), EEG signal classification
1	Hongyu Shen, Zhongdong Duan	A Time-History Analysis Algorithm of a Non-viscously Damped System Using Gauss Precise Integration.	AICI	2009	DBLP DOI BibTeX RDF	non-viscous damping, state-space equation, precise integration method, Gauss-Legendre quadrature method, time-history analysis
1	Boaz Vigdor, Joseph M. Francos	Joint Affine and Radiometric Registration Using Kernel Operators.	CAIP	2009	DBLP DOI BibTeX RDF	Global Invariants, Image Registration
1	Peihua Li, Lijuan Xiao	Mean Shift Parallel Tracking on GPU.	IbPRIA	2009	DBLP DOI BibTeX RDF	Mean Shift tracking, Parallel algorithm, GPU, CUDA
1	Xuesong Wang, Yangyang Gu, Yuhu Cheng, Ruhai Lei	An Ensemble Classifier Based on Kernel Method for Multi-situation DNA Microarray Data.	ICIC	2009	DBLP DOI BibTeX RDF	Multi-situation, DNA microarray data, Kernel method, Classifier, Ensemble learning
1	Valentina Sulimova, Vadim Mottl, Boris Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski	A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model.	ISBRA	2009	DBLP DOI BibTeX RDF	Protein homology analysis, amino acid sequence alignment, evolutionary kernel function, kernel-derived clusters, evolution modeling
1	Huaping Chen 0002, Mingwang Zhang, Yuqin Zhao	A Class of New Large-Update Primal-Dual Interior-Point Algorithms for Linear Complementarity Problems.	ISNN	2009	DBLP DOI BibTeX RDF	Large-update method, P ???(?) LCPs, Finite kernel function, Interior-point algorithm, Polynomial complexity
1	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
1	Huzefa Rangwala, Christopher Kauffman, George Karypis	A Kernel Framework for Protein Residue Annotation.	PAKDD	2009	DBLP DOI BibTeX RDF
1	Qinghua Hu, Degang Chen, Daren Yu, Witold Pedrycz	Kernelized Fuzzy Rough Sets.	RSKT	2009	DBLP DOI BibTeX RDF
1	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
1	Yuchi Kanzawa, Yasunori Endo, Sadaaki Miyamoto	Fuzzy c-Means Algorithms for Data with Tolerance Using Kernel Functions.	IEICE Transactions	2008	DBLP DOI BibTeX RDF
1	André O. Falcão, Daniel Faria, António E. N. Ferreira	Peptide programs: applying fragment programs to protein classification.	DTMBIO	2008	DBLP DOI BibTeX RDF	machine learning, classification, bioinformatics, proteins
1	Jihun Ham, Daniel D. Lee	Grassmann discriminant analysis: a unifying view on subspace-based learning.	ICML	2008	DBLP DOI BibTeX RDF
1	Steven C. H. Hoi, Rong Jin	Active kernel learning.	ICML	2008	DBLP DOI BibTeX RDF
1	Matthew M. Peet, Antonis Papachristodoulou	Using polynomial semi-separable kernels to construct infinite-dimensional Lyapunov functions.	CDC	2008	DBLP DOI BibTeX RDF
1	Yue Jiang, Changjie Tang, Chuan Li, Shengzhi Li, Shangyu Ye, Taiyong Li, Haichun Zheng	Automatic SVM Kernel Function Construction Based on Gene Expression Programming.	CSSE	2008	DBLP DOI BibTeX RDF
1	Zaiqiang Ku, Zhihua Hu	Camouflage Attack Detection Based on KMOD Kernel Function.	CSSE	2008	DBLP DOI BibTeX RDF
1	Quan Yuan, Ashwin Thangali, Vitaly Ablavsky, Stan Sclaroff	Multiplicative kernels: Object detection, segmentation and pose estimation.	CVPR	2008	DBLP DOI BibTeX RDF
1	Shuwei Chen, Jie Wang, Dongshu Wang	Extraction of Fuzzy Rules by Using Support Vector Machines.	FSKD	2008	DBLP DOI BibTeX RDF
1	QiNan Xu, Zhijng Liu	Automatic Chinese Text Classification Based on NSVMDT-KNN.	FSKD	2008	DBLP DOI BibTeX RDF
1	Xianyu Zhao, Yuan Dong, Hao Yang, Jian Zhao, Liang Lu, Haila Wang	Nonlinear kernel nuisance attribute projection for speaker verification.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Karen Hovsepian, Peter Anselmo, Subhasish Mazumdar	Supervised Inductive Learning with Lotka-Volterra Derived Models.	ICDM	2008	DBLP DOI BibTeX RDF
1	Bo Liu, Longbing Cao, Philip S. Yu, Chengqi Zhang	Multi-Space-Mapped SVMs for Multi-class Classification.	ICDM	2008	DBLP DOI BibTeX RDF
1	Utpal Garain, Biswajit Halder	On Automatic Authenticity Verification of Printed Security Documents.	ICVGIP	2008	DBLP DOI BibTeX RDF
1	Jianwu Li, Zhanyong Mao, Yao Lu	Adapting radial basis function neural networks for one-class classification.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Tanasanee Phienthrakul, Boonserm Kijsirikul	Adaptive stabilized multi-RBF kernel for Support Vector Regression.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Sheng-Yu Peng, Bradley A. Minch, Paul E. Hasler	Analog VLSI implementation of support vector machine learning and classification.	ISCAS	2008	DBLP DOI BibTeX RDF
1	Tsung Teng Chen, Liang Chi Hsieh	The Visualization of Relatedness.	IV	2008	DBLP DOI BibTeX RDF
1	Krzysztof Sierszecki, Christo Angelov, Xu Ke	A Run-Time Environment Supporting Real-Time Execution of Embedded Control Applications.	RTCSA	2008	DBLP DOI BibTeX RDF
1	Ricardo Bastos Cavalcante Prudêncio, Silvio B. Guerra, Teresa Bernarda Ludermir	Using Support Vector Machines to Predict the Performance of MLP Neural Networks.	SBRN	2008	DBLP DOI BibTeX RDF
1	Dengkui Mo, Hui Lin 0004, Jiping Li, Hua Sun, Zhuo Zhang, Yujiu Xiong	A SVM-Based Change Detection Method from Bi-Temporal Remote Sensing Images in Forest Area.	WKDD	2008	DBLP DOI BibTeX RDF	classification, support vector machines, remote sensing, change detection, forest
1	Pei-Yi Hao, Jung-Hsien Chiang	Fuzzy Regression Analysis by Support Vector Learning Approach.	IEEE T. Fuzzy Systems	2008	DBLP DOI BibTeX RDF
1	Jacob Levman, Tony Leung, Petrina Causer, Donald B. Plewes, Anne L. Martel	Classification of Dynamic Contrast-Enhanced Magnetic Resonance Breast Lesions by Support Vector Machines.	IEEE Trans. Med. Imaging	2008	DBLP DOI BibTeX RDF
1	Carlos Alzate, Johan A. K. Suykens	Kernel Component Analysis Using an Epsilon-Insensitive Robust Loss Function.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF