Vojislav Kecman

According to our database, Vojislav Kecman authored at least 47 papers between 1998 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

OLLAWV: OnLine Learning Algorithm using Worst-Violators.

Gabriella Melki, Vojislav Kecman, Sebastián Ventura, Alberto Cano

Appl. Soft Comput., 2018

2017

Multi-target support vector regression via correlation regressor chains.

Gabriella Melki, Alberto Cano, Vojislav Kecman, Sebastián Ventura

Inf. Sci., 2017

2014

Algorithms for direct L2 support vector machines.

Vojislav Kecman, Ljiljana Zigic

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines.

Ljiljana Zigic, Vojislav Kecman

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Parallel multitask cross validation for Support Vector Machine using GPU.

Qi Li, Raied Salman, Erik Test, Robert Strack, Vojislav Kecman

J. Parallel Distributed Comput., 2013

Sphere Support Vector Machines for large classification tasks.

Robert Strack, Vojislav Kecman, Beata Strack, Qi Li

Neurocomputing, 2013

2012

Minimal Norm Support Vector Machines for Large Classification Tasks.

Robert Strack, Vojislav Kecman

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011

A disaster-severity assessment DSS comparative analysis.

Juan Tinguaro Rodríguez, Begoña Vitoriano, Javier Montero, Vojislav Kecman

OR Spectr., 2011

Margin-based ensemble classifier for protein fold recognition.

Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang, Joshua Zhexue Huang

Expert Syst. Appl., 2011

Fast k-means algorithm clustering

Raied Salman, Vojislav Kecman, Qi Li, Robert Strack, Erik Test

CoRR, 2011

GPUSVM: a comprehensive CUDA based support vector machine package.

Qi Li, Raied Salman, Erik Test, Robert Strack, Vojislav Kecman

Central Eur. J. Comput. Sci., 2011

Two-Stage Clustering with k-Means Algorithm.

Raied Salman, Vojislav Kecman, Qi Li, Robert Strack, Erik Test

Proceedings of the Recent Trends in Wireless and Mobile Networks, 2011

Agent based modeling of blood coagulation system: Implementation using a GPU based high speed framework.

Wenan Chen, Kevin Ward, Qi Li, Vojislav Kecman, Kayvan Najarian, Nathan B. Menke

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Blind multiuser detector for chaos-based CDMA using support vector machine.

Johnny Wei-Hsun Kao, Stevan M. Berber, Vojislav Kecman

IEEE Trans. Neural Networks, 2010

Analysis of Tidal Breathing Flow Volume Loops for Automated Lung-Function Diagnosis in Infants.

Steffen Leonhardt, Peter Ahrens, Vojislav Kecman

IEEE Trans. Biomed. Eng., 2010

Face recognition with adaptive local hyperplane algorithm.

Tao Yang, Vojislav Kecman

Pattern Anal. Appl., 2010

Resolution and uniqueness of estimated parameters of a model of thin filament regulation in solution.

Srboljub M. Mijailovich, Xiaochuan Li, Juan C. del Álamo, R. Hugh Griffiths, Vojislav Kecman, Michael A. Geeves

Comput. Biol. Chem., 2010

Combining Support Vector Machines and the <i>t</i>-statistic for Gene Selection in DNA Microarray Data Analysis.

Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU.

Qi Li, Raied Salman, Vojislav Kecman

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation.

Tao Yang, Vojislav Kecman, Longbing Cao, Chengqi Zhang

Proceedings of the International Joint Conference on Neural Networks, 2010

Classification of LIBS protein spectra using support vector machines and adaptive local hyperplanes.

Tia Vance, Natasa Reljin, Aleksandar Lazarevic, Dragoljub Pokrajac, Vojislav Kecman, Noureddine Melikechi, Aristides Marcano, Yuri Markushin, Samantha McDaniel

Proceedings of the International Joint Conference on Neural Networks, 2010

Locally linear support vector machines and other local models.

Vojislav Kecman, J. Paul Brooks

Proceedings of the International Joint Conference on Neural Networks, 2010

A Chunking Method for Euclidean Distance Matrix Calculation on Large Dataset Using Multi-GPU.

Qi Li, Vojislav Kecman, Raied Salman

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Erythemato-Squamous Diseases Diagnosis by Support Vector Machines and RBF NN.

Vojislav Kecman, Mirna Kikec

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Adaptive Multi-Code Chaos-Based CDMA with Unequal Error Protection Using Reduced Support Vector Machine.

Johnny Wei-Hsun Kao, Stevan M. Berber, Vojislav Kecman

Proceedings of the Global Communications Conference, 2010

2009

Adaptive local hyperplane algorithm for learning small medical data sets.

Tao Yang, Vojislav Kecman

Expert Syst. J. Knowl. Eng., 2009

Adaptive Local Hyperplane for regression tasks.

Vojislav Kecman, Tao Yang

Proceedings of the International Joint Conference on Neural Networks, 2009

Protein fold recognition with adaptive local hyperplane algorithm.

Vojislav Kecman, Tao Yang

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2008

Adaptive local hyperplane classification.

Tao Yang, Vojislav Kecman

Neurocomputing, 2008

Adaptive K-Local Hyperplane (AKLH) Classifiers on Semantic Spaces to Determine Health Consumer Webpage Metadata.

Guocai Chen, Jim Warren, Tao Yang, Vojislav Kecman

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

Control of 3 DOF Quadrotor Model.

Tae Soo Kim, Karl A. Stol, Vojislav Kecman

Proceedings of the Robot Motion and Control 2007, 2007

Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants.

Steffen Leonhardt, Vojislav Kecman

Proceedings of the Artificial Intelligence in Medicine, 2007

2006

Kernel Based Algorithms for Mining Huge Data Sets: Supervised, Semi-supervised, and Unsupervised Learning.

Te Ming Huang, Vojislav Kecman, Ivica Kopriva

Studies in Computational Intelligence 17, Springer, ISBN: 978-3-540-31681-7, 2006

Semi-supervised learning from unbalanced labeled data: An improvement.

Te Ming Huang, Vojislav Kecman

Int. J. Knowl. Based Intell. Eng. Syst., 2006

2005

Gene extraction for cancer diagnosis by support vector machines - An improvement.

Te Ming Huang, Vojislav Kecman

Artif. Intell. Medicine, 2005

Gene Extraction for Cancer Diagnosis by Support Vector Machines.

Te Ming Huang, Vojislav Kecman

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

Convolutional decoders based on artificial neural networks.

Stevan M. Berber, Vojislav Kecman

Proceedings of the IEEE International Joint Conference on Neural Networks, 2004

Bias Term b in SVMs Again.

Te Ming Huang, Vojislav Kecman

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Combining support vector machine learning with the discrete cosine transform in image compression.

Jonathan Robinson, Vojislav Kecman

IEEE Trans. Neural Networks, 2003

On the equality of kernel AdaTron and sequential minimal optimization in classification and regression tasks and alike algorithms for kernel machines.

Vojislav Kecman, Michael Vogt, Te Ming Huang

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

Fuzzified neural network based on fuzzy number operations.

Zhenquan Li, Vojislav Kecman, Akira Ichikawa

Fuzzy Sets Syst., 2002

2001

A data mining approach to financial time series modelling and forecasting.

Zoran Vojinovic, Vojislav Kecman, Rainer Seidel

Intell. Syst. Account. Finance Manag., 2001

Comparisons of QP and LP Based Learning from Empirical Data.

Vojislav Kecman, Tiru S. Arthanari

Proceedings of the Engineering of Intelligent Systems, 2001

2000

Comments on "discrete time neural network synthesis using input and output functions".

Vojislav Kecman

IEEE Trans. Syst. Man Cybern. Part B, 2000

Support Vectors Selection by Linear Programming.

Vojislav Kecman, Ivana Hadzic

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Eigenvector approach for order reduction of singularly perturbed linear-quadratic optimal control problems.

Vojislav Kecman, Stanoje P. Bingulac, Zoran Gajic

Autom., 1999

1998

Performance of the new neural network based control structure and learning algorithm.

Vojislav Kecman, Ljubo B. Vlacic

Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998