Resultados da busca - Tsamardinos, Ioannis

A unified approach for sparse dynamical system inference from temporal measurements por Pantazis, Yannis, Tsamardinos, Ioannis

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Feature selection with the R package MXM por Tsagris, Michail, Tsamardinos, Ioannis

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Somatic copy number aberrations detected in circulating tumor DNA can hold diagnostic value for early detection of hepatocellular carcinoma por Chatzaki, Ekaterini, Tsamardinos, Ioannis

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Extending greedy feature selection algorithms to multiple solutions por Borboudakis, Giorgos, Tsamardinos, Ioannis

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A Comparison of Bayesian Network Learning Algorithms from Continuous Data por Fu, Lawrence D, Tsamardinos, Ioannis

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Biomarker signature identification in “omics” data with multi-class outcome por Lagani, Vincenzo, Kortas, George, Tsamardinos, Ioannis

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MiRduplexSVM: A High-Performing MiRNA-Duplex Prediction and Evaluation Methodology por Karathanasis, Nestoras, Tsamardinos, Ioannis, Poirazi, Panayiota

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omicsNPC: Applying the Non-Parametric Combination Methodology to the Integrative Analysis of Heterogeneous Omics Data por Karathanasis, Nestoras, Tsamardinos, Ioannis, Lagani, Vincenzo

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Feature selection for high-dimensional temporal data por Tsagris, Michail, Lagani, Vincenzo, Tsamardinos, Ioannis

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Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation por Tsamardinos, Ioannis, Greasidou, Elissavet, Borboudakis, Giorgos

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Using the GEMS System for Supervised Analysis of Cancer Microarray Gene Expression Data por Statnikov, Alexander, Tsamardinos, Ioannis, Aliferis, Constantin F.

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Challenges in the Analysis of Mass-Throughput Data: A Technical Commentary from the Statistical Machine Learning Perspective por Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis

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Learning Pathway Dynamics from Single‐Cell Proteomic Data: A Comparative Study por Verrou, Kleio‐Maria, Tsamardinos, Ioannis, Papoutsoglou, Georgios

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MatureBayes: A Probabilistic Algorithm for Identifying the Mature miRNA within Novel Precursors por Gkirtzou, Katerina, Tsamardinos, Ioannis, Tsakalides, Panagiotis, Poirazi, Panayiota

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Constraint-based causal discovery with mixed data por Tsagris, Michail, Borboudakis, Giorgos, Lagani, Vincenzo, Tsamardinos, Ioannis

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Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data por Karagiannaki, Ioulia, Pantazis, Yannis, Chatzaki, Ekaterini, Tsamardinos, Ioannis

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Accurate Blood-Based Diagnostic Biosignatures for Alzheimer’s Disease via Automated Machine Learning por Karaglani, Makrina, Gourlia, Krystallia, Tsamardinos, Ioannis, Chatzaki, Ekaterini

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MatureP: prediction of secreted proteins with exclusive information from their mature regions por Orfanoudaki, Georgia, Markaki, Maria, Chatzi, Katerina, Tsamardinos, Ioannis, Economou, Anastassios

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BioDataome: a collection of uniformly preprocessed and automatically annotated datasets for data-driven biology por Lakiotaki, Kleanthi, Vorniotakis, Nikolaos, Tsagris, Michail, Georgakopoulos, Georgios, Tsamardinos, Ioannis

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A greedy feature selection algorithm for Big Data of high dimensionality por Tsamardinos, Ioannis, Borboudakis, Giorgos, Katsogridakis, Pavlos, Pratikakis, Polyvios, Christophides, Vassilis

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