Outlier detection and quasi-periodicity optimization algorithm: Frequency domain based outlier detection (FOD) von Erkuş, Ekin Can, Purutçuoğlu, Vilda

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A new collective anomaly detection approach using pitch frequency and dissimilarity: Pitchy anomaly detection (PAD) von Erkuş, Ekin Can, Purutçuoğlu, Vilda

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Loop-based conic multivariate adaptive regression splines is a novel method for advanced construction of complex biological networks von Ayyıldız, Ezgi, Purutçuoğlu, Vilda, Weber, Gerhard Wilhelm

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Artificial Intelligence for Data-Driven Medical Diagnosis von Gupta, Deepak, Kose, Utku, Le Nguyen, Bao, Bhattacharyya, Siddhartha

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Optimal model description of finance and human factor indices von Kalaycı, Betül, Purutçuoğlu, Vilda, Weber, Gerhard Wilhelm

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Clustering current climate regions of Turkey by using a multivariate statistical method von Iyigun, Cem, Türkeş, Murat, Batmaz, İnci, Yozgatligil, Ceylan, Purutçuoğlu, Vilda, Koç, Elçin Kartal, Öztürk, Muhammed Z.

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Modeling of various biological networks via LCMARS von Ayyıldız, Ezgi, Purutçuoğlu, Vilda

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MARS as an alternative approach of Gaussian graphical model for biochemical networks von Ayyıldız, Ezgi, Ağraz, Melih, Purutçuoğlu, Vilda

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Transcriptomic analysis of the heat stress response for a commercial baker’s yeast Saccharomyces cerevisiae von Varol, Duygu, Purutçuoğlu, Vilda, Yılmaz, Remziye

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Estimating Network Kinetics of the MAPK/ERK Pathway Using Biochemical Data von Purutçuoǧlu, Vilda, Wit, Ernst

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Different types of Bernstein operators in inference of Gaussian graphical model von Ağraz, Melih, Purutçuoğlu, Vilda

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Bernstein approximations in glasso-based estimation of biological networks von PURUTÇUOĞLU, Vilda, AĞRAZ, Melih, WIT, Ernst

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Stochastic Modelling of Biochemical Networks and Inference of Model Parameters von Purutçuoğlu, Vilda

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Comparison of two inference approaches in Gaussian graphical models von Purutçuoğlu, Vilda, Ayyıldız, Ezgi, Wit, Ernst

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Inference of the stochastic MAPK pathway by modified diffusion bridge method von Purutcuoglu, Vilda

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Robust Gene Expression Index von Vilda Purutcuoglu

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Robust background normalization method for one-channel microarrays von Akal, Tülay, Purutçuoğlu, Vilda, Weber, Gerhard-Wilhelm

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Major Simulation Tools for Biochemical Networks von Tuncer, Gökçe, Purutçuoğlu, Vilda

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Modeling of Biochemical Networks via Classification and Regression Tree Methods von Seçilmiş, Deniz, Purutçuoğlu, Vilda

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A new frequency domain and dynamic time warping based feature: WFOD feature von Erkus, Ekin Can, Purutcuoglu, Vilda

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