Vojislav Kecman

49 papers B 12C 5Journal 21Unranked 10

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