Vojislav Kecman

Publication Activity (10 Years)

Years Active: 1998-2018
Publications (10 Years): 2

Top Topics

Large Margin Classifiers

Learning Algorithm

Kernel Classifiers

Cross Validation

Top Venues

J. Parallel Distributed Comput.

Publications

Gabriella Melki, Vojislav Kecman, Sebastián Ventura, Alberto Cano
OLLAWV: OnLine Learning Algorithm using Worst-Violators. Appl. Soft Comput. 66 (2018)
Gabriella Melki, Alberto Cano, Vojislav Kecman, Sebastián Ventura
Multi-target support vector regression via correlation regressor chains. Inf. Sci. 415 (2017)
Ljiljana Zigic, Vojislav Kecman
Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines. ICAISC (2) (2014)
Vojislav Kecman, Ljiljana Zigic
Algorithms for direct L2 support vector machines. INISTA (2014)
Qi Li, Raied Salman, Erik Test, Robert Strack, Vojislav Kecman
Parallel multitask cross validation for Support Vector Machine using GPU. J. Parallel Distributed Comput. 73 (3) (2013)
Robert Strack, Vojislav Kecman, Beata Strack, Qi Li
Sphere Support Vector Machines for large classification tasks. Neurocomputing 101 (2013)
Robert Strack, Vojislav Kecman
Minimal Norm Support Vector Machines for Large Classification Tasks. ICMLA (1) (2012)
Raied Salman, Vojislav Kecman, Qi Li, Robert Strack, Erik Test
Fast k-means algorithm clustering CoRR (2011)
Wenan Chen, Kevin Ward, Qi Li, Vojislav Kecman, Kayvan Najarian, Nathan B. Menke
Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework. EMBC (2011)
Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang, Joshua Zhexue Huang
Margin-based ensemble classifier for protein fold recognition. Expert Syst. Appl. 38 (10) (2011)
Juan Tinguaro Rodríguez, Begoña Vitoriano, Javier Montero, Vojislav Kecman
A disaster-severity assessment DSS comparative analysis. OR Spectr. 33 (3) (2011)
Raied Salman, Vojislav Kecman, Qi Li, Robert Strack, Erik Test
Two-Stage Clustering with k-Means Algorithm. WiMo/CoNeCo (2011)
Qi Li, Raied Salman, Erik Test, Robert Strack, Vojislav Kecman
GPUSVM: a comprehensive CUDA based support vector machine package. Central Eur. J. Comput. Sci. 1 (4) (2011)
Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel
Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes. IJCNN (2010)
Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang
Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation. IJCNN (2010)
Johnny Wei-Hsun Kao, Stevan M. Berber, Vojislav Kecman
Blind multiuser detector for chaos-based CDMA using support vector machine. IEEE Trans. Neural Networks 21 (8) (2010)
Srboljub M. Mijailovich, Xiaochuan Li, Juan C. del Álamo, R. Hugh Griffiths, Vojislav Kecman, Michael A. Geeves
Resolution and uniqueness of estimated parameters of a model of thin filament regulation in solution. Comput. Biol. Chem. 34 (1) (2010)
Qi Li, Raied Salman, Vojislav Kecman
An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU. ISDA (2010)
Johnny Wei-Hsun Kao, Stevan M. Berber, Vojislav Kecman
Adaptive Multi-Code Chaos-Based CDMA with Unequal Error Protection Using Reduced Support Vector Machine. GLOBECOM (2010)
Qi Li, Vojislav Kecman, Raied Salman
A Chunking Method for Euclidean Distance Matrix Calculation on Large Dataset Using Multi-GPU. ICMLA (2010)
Vojislav Kecman, Mirna Kikec
Erythemato-Squamous Diseases Diagnosis by Support Vector Machines and RBF NN. ICAISC (1) (2010)
Steffen Leonhardt, Peter Ahrens, Vojislav Kecman
Analysis of Tidal Breathing Flow Volume Loops for Automated Lung-Function Diagnosis in Infants. IEEE Trans. Biomed. Eng. 57 (8) (2010)
Vojislav Kecman, J. Paul Brooks
Locally linear support vector machines and other local models. IJCNN (2010)
Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang
-statistic for Gene Selection in DNA Microarray Data Analysis. PAKDD (2) (2010)
Tao Yang, Vojislav Kecman
Face recognition with adaptive local hyperplane algorithm. Pattern Anal. Appl. 13 (1) (2010)
Vojislav Kecman, Tao Yang
Protein fold recognition with adaptive local hyperplane algorithm. CIBCB (2009)
Vojislav Kecman, Tao Yang
Adaptive Local Hyperplane for regression tasks. IJCNN (2009)
Tao Yang, Vojislav Kecman
Adaptive local hyperplane algorithm for learning small medical data sets. Expert Syst. J. Knowl. Eng. 26 (4) (2009)
Tao Yang, Vojislav Kecman
Adaptive local hyperplane classification. Neurocomputing 71 (13-15) (2008)
Guocai Chen, Jim Warren, Tao Yang, Vojislav Kecman
Adaptive K-Local Hyperplane (AKLH) Classifiers on Semantic Spaces to Determine Health Consumer Webpage Metadata. CBMS (2008)
Tae Soo Kim, Karl A. Stol, Vojislav Kecman
Control of 3 DOF Quadrotor Model. RoMoCo (2007)
Steffen Leonhardt, Vojislav Kecman
Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants. AIME (2007)
Te Ming Huang, Vojislav Kecman
Semi-supervised learning from unbalanced labeled data: An improvement. Int. J. Knowl. Based Intell. Eng. Syst. 10 (1) (2006)
Te Ming Huang, Vojislav Kecman
Gene extraction for cancer diagnosis by support vector machines - An improvement. Artif. Intell. Medicine 35 (1-2) (2005)
Te Ming Huang, Vojislav Kecman
Gene Extraction for Cancer Diagnosis by Support Vector Machines. ICANN (1) (2005)
Te Ming Huang, Vojislav Kecman
Semi-supervised Learning from Unbalanced Labeled Data - An Improvement. KES (2004)
Te Ming Huang, Vojislav Kecman
Bias Term b in SVMs Again. ESANN (2004)
Jonathan Robinson, Vojislav Kecman
Combining support vector machine learning with the discrete cosine transform in image compression. IEEE Trans. Neural Networks 14 (4) (2003)
Vojislav Kecman, Michael Vogt, Te Ming Huang
On the equality of kernel AdaTron and sequential minimal optimization in classification and regression tasks and alike algorithms for kernel machines. ESANN (2003)
Zhenquan Li, Vojislav Kecman, Akira Ichikawa
Fuzzified neural network based on fuzzy number operations. Fuzzy Sets Syst. 130 (3) (2002)
Vojislav Kecman, Tiru S. Arthanari
Comparisons of QP and LP Based Learning from Empirical Data. IEA/AIE (2001)
Zoran Vojinovic, Vojislav Kecman, Rainer Seidel
A data mining approach to financial time series modelling and forecasting. Intell. Syst. Account. Finance Manag. 10 (4) (2001)
Vojislav Kecman, Ivana Hadzic
Support Vectors Selection by Linear Programming. IJCNN (5) (2000)
Vojislav Kecman
Comments on "discrete time neural network synthesis using input and output functions". IEEE Trans. Syst. Man Cybern. Part B 30 (1) (2000)
Vojislav Kecman, Stanoje P. Bingulac, Zoran Gajic
Eigenvector approach for order reduction of singularly perturbed linear-quadratic optimal control problems. Autom. 35 (1) (1999)
Vojislav Kecman, Ljubo B. Vlacic
Performance of the new neural network based control structure and learning algorithm. KES (1) (1998)