Fundamentals of Pattern Recognition and Machine Learning von Braga-Neto, Ulisses

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Evaluation of the coverage and depth of transcriptome by RNA-Seq in chickens von Wang, Ying, Ghaffari, Noushin, Johnson, Charles D, Braga-Neto, Ulisses M, Wang, Hui, Chen, Rui, Zhou, Huaijun

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Fundamentals of Pattern Recognition and Machine Learning von Braga-Neto, Ulisses

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BoolFilter: an R package for estimation and identification of partially-observed Boolean dynamical systems von Mcclenny, Levi D, Imani, Mahdi, Braga-Neto, Ulisses M

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Is cross-validation valid for small-sample microarray classification? von Braga-Neto, Ulisses M., Dougherty, Edward R.

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Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning von Imani, Mahdi, Braga-Neto, Ulisses M.

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Point-Based Methodology to Monitor and Control Gene Regulatory Networks via Noisy Measurements von Imani, Mahdi, Braga-Neto, Ulisses M.

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Bayesian Classification of Proteomics Biomarkers from Selected Reaction Monitoring Data using an Approximate Bayesian Computation-Markov Chain Monte Carlo Approach von Nagaraja, Kashyap, Braga-Neto, Ulisses

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Serum cytokine/chemokine profiles in patients with dengue fever (DF) and dengue hemorrhagic fever (FHD) by using protein array von dos Santos Oliveira, Renato Antonio, Cordeiro, Marli Tenório, de Moura, Patrícia Muniz Mendes Freire, Filho, Paulo Neves Baptista, de Mendonça Braga-Neto, Ulisses, de Azevedo Marques, Ernesto Torres, Vega Gonzales Gil, Laura Helena

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The Illusion of Distribution-Free Small-Sample Classification in Genomics von Dougherty, Edward R, Zollanvari, Amin, Braga-Neto, Ulisses M

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Can Machine Learning classifiers be used to regulate nutrients using small training datasets for aquaponic irrigation?: A comparative analysis von Dhal, Sambandh Bhusan, Bagavathiannan, Muthukumar, Braga-Neto, Ulisses, Kalafatis, Stavros

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Relationship between the accuracy of classifier error estimation and complexity of decision boundary von Atashpaz-Gargari, Esmaeil, Sima, Chao, Braga-Neto, Ulisses M., Dougherty, Edward R.

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On the Bias of Precision Estimation Under Separate Sampling von Xie, Shuilian, Braga-Neto, Ulisses M

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A Machine-Learning-Based IoT System for Optimizing Nutrient Supply in Commercial Aquaponic Operations von Dhal, Sambandh Bhusan, Jungbluth, Kyle, Lin, Raymond, Sabahi, Seyed Pouyan, Bagavathiannan, Muthukumar, Braga-Neto, Ulisses, Kalafatis, Stavros

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Gene regulatory network state estimation from arbitrary correlated measurements von Imani, Mahdi, Braga-Neto, Ulisses

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Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems von Bahadorinejad, Arghavan, Imani, Mahdi, Braga-Neto, Ulisses M.

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Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty von Imani, Mahdi, Dehghannasiri, Roozbeh, Braga-Neto, Ulisses M, Dougherty, Edward R

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Nutrient optimization for plant growth in Aquaponic irrigation using Machine Learning for small training datasets von Dhal, Sambandh Bhusan, Bagavathiannan, Muthukumar, Braga-Neto, Ulisses, Kalafatis, Stavros

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From functional genomics to functional immunomics: new challenges, old problems, big rewards von Braga-Neto, Ulisses M, Marques, Jr, Ernesto T A

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Scalable optimal Bayesian classification of single-cell trajectories under regulatory model uncertainty von Hajiramezanali, Ehsan, Imani, Mahdi, Braga-Neto, Ulisses, Qian, Xiaoning, Dougherty, Edward R

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