Mark A. Kon - researchr alias

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Viewing Publication 1 - 31 from 31

2024

Multilevel Stochastic Optimization for Imputation in Massive Medical Data RecordsWenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás. tbd, 10(2):122-131, April 2024. [doi]

2022

Wavelet matrix operations and quantum transformsZhiguo Zhang 0002, Mark A. Kon. amc, 428:127179, 2022. [doi]

Coupled VAE: Improved Accuracy and Robustness of a Variational AutoencoderShichen Cao, Jingjing Li, Kenric P. Nelson, Mark A. Kon. entropy, 24(3):423, 2022. [doi]

Anomaly detection: A functional analysis perspectiveJulio Enrique Castrillón-Candás, Mark A. Kon. ma, 189:104885, 2022. [doi]

2020

Interpolatory filter banks and interpolatory wavelet packetsZhiguo Zhang, Mark A. Kon. jcam, 374:112755, 2020. [doi]

2017

Comparisons of cancer classifiers based on RNA_seq and miRNA_seqShinuk Kim, Hyowon Lee, Mark A. Kon. ijdmb, 17(4):359-368, 2017. [doi]

Wavelet sampling and generalization in neural networksZhiguo Zhang, Mark A. Kon. ijon, 267:36-54, 2017. [doi]

2016

Some comparisons of gene expression classifiersShinuk Kim, Mark A. Kon, Hyowon Lee. bibm 2016: 1753-1756 [doi]

Multimodal Learning and Intelligent Prediction of Symptom Development in Individual Parkinson's PatientsAndrzej W. Przybyszewski, Mark A. Kon, Stanislaw Szlufik, Artur Szymanski, Piotr Habela, Dariusz M. Koziorowski. sensors, 16(9):1498, 2016. [doi]

2015

On Relating Interpolatory Wavelets to Interpolatory Scaling Functions in Multiresolution AnalysesZhiguo Zhang, Mark A. Kon. cssp, 34(6):1947-1976, 2015. [doi]

2014

Cancer survival classification using integrated data sets and intermediate informationShinuk Kim, Taesung Park, Mark A. Kon. artmed, 62(1):23-31, 2014. [doi]

Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson's PatientsAndrzej W. Przybyszewski, Mark A. Kon, Stanislaw Szlufik, Justyna Dutkiewicz, Piotr Habela, Dariusz M. Koziorowski. micai 2014: 499-509 [doi]

2013

Computational methods for cancer survival classification using intermediate informationShinuk Kim, Taesung Park, Mark A. Kon. iwbbio 2013: 517-525 [doi]

2011

Empirical Normalization for Quadratic Discriminant Analysis and Classifying Cancer SubtypesMark A. Kon, Nikolay Nikolaev. icmla 2011: 374-379 [doi]

Top Scoring Pairs for Feature Selection in Machine Learning and Applications to Cancer Outcome PredictionPing Shi, Surajit Ray, Qifu Zhu, Mark A. Kon. bmcbi, 12:375, 2011. [doi]

2010

Smoothing Gene Expression Using Biological NetworksYue Fan, Mark A. Kon, Shinuk Kim, Charles DeLisi. icmla 2010: 540-545 [doi]

2008

Ensemble Machine Methods for DNA BindingYue Fan, Mark A. Kon, Charles DeLisi. icmla 2008: 709-716 [doi]

2007

SVMotif: A Machine Learning Motif AlgorithmMark A. Kon, Yue Fan, Dustin T. Holloway, Charles DeLisi. icmla 2008: 573-580 [doi]

Learning Methods for DNA Binding in Computational BiologyMark A. Kon, Dustin T. Holloway, Yue Fan, Chaitanya Sai, Charles DeLisi. ijcnn 2007: 2358-2365 [doi]

2006

Machine learning methods for transcription data integrationDustin T. Holloway, Mark A. Kon, Charles DeLisi. ibmrd, 50(6):631-644, 2006. [doi]

2005

Information-based nonlinear approximation: an average case settingMark A. Kon, Leszek Plaskota. jc, 21(2):211-229, 2005. [doi]

Statistical Likelihood Representations of Prior Knowledge in Machine LearningMark A. Kon, Leszek Plaskota, Andrzej W. Przybyszewski. aia 2005: 467-472

Machine Learning and Statistical MAP MethodsMark A. Kon, Leszek Plaskota, Andrzej W. Przybyszewski. iis 2005: 441-445

2001

Complexity of Neural Network Approximation with Limited Information: A Worst Case ApproachMark A. Kon, Leszek Plaskota. jc, 17(2):345-365, 2001. [doi]

2000

Information complexity of neural networksMark A. Kon, Leszek Plaskota. NN, 13(3):365-375, 2000. [doi]

1994

On the delta->0 Limit in Probabilistic ComplexityMark A. Kon. jc, 10(3):356-365, 1994. [doi]

1991

On the Almost Sure Limit of Probabilistic RecoveryMark A. Kon. In Pierre-Jean Laurent, Alain Le Méhauté, Larry L. Schumaker, editors, Curves and Surfaces. pages 259-265, Academic Press, 1991. [doi]

Linearity of algorithms and a result of AndoMark A. Kon, Roberto Tempo. jc, 7(2):213-217, 1991. [doi]

On the average case solvability of III-posed problemsMark A. Kon, Klaus Ritter, Arthur G. Werschulz. jc, 7(3):220-224, 1991. [doi]

1989

On linearity of spline algorithmsMark A. Kon, Roberto Tempo. jc, 5(2):251-259, 1989. [doi]

On the adaptive and continuous information problemsMark A. Kon, Erich Novak. jc, 5(3):345-362, 1989. [doi]

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