GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in Cancer
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2022 |
Moreno-Barea, Francisco J. |
Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model
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2022 |
Dilna, K. T. |
National Network for Rare Diseases in Brazil: The Computational Infrastructure and Preliminary Results
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2022 |
Yamada, Diego Bettiol |
Neural Additive Models for Explainable Heart Attack Prediction
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2022 |
Balabaeva, Ksenia |
A Hybrid Modeling Framework for City-Scale Dynamics of Multi-strain Influenza Epidemics
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2022 |
Leonenko, Vasiliy |
Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case
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2022 |
Usoltsev, Simon D. |
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning
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2022 |
Grzeszczyk, Michal K. |
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm
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2022 |
Liu, Yen-Chen |
Analysis of Parameters Distribution of EEG Signals for Five Epileptic Seizure Phases Modeled by Duffing Van Der Pol Oscillator
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2022 |
Szuflitowska, Beata |
Global Surrogate Modeling by Neural Network-Based Model Uncertainty
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2022 |
Leifsson, Leifur |
Analysis of Agricultural and Engineering Systems Using Simulation Decomposition
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2022 |
Liu, Yen-Chen |
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data
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2022 |
Wozniak, Maciej K. |
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions
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2022 |
Koziel, Slawomir |
Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach
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2022 |
Xue, Yani |
A Sparse Matrix Approach for Covering Large Complex Networks by Cliques
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2022 |
Abdullah, Wali Mohammad |
SEGP: Stance-Emotion Joint Data Augmentation with Gradual Prompt-Tuning for Stance Detection
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2022 |
Wang, Junlin |
Outlier Detection for Categorial Data Using Clustering Algorithms
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2022 |
Nowak-Brzezińska, Agnieszka |
AI Classifications Applied to Neuropsychological Trials in Normal Individuals that Predict Progression to Cognitive Decline
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2022 |
Przybyszewski, Andrzej W. |
Machine Learning Models for Predicting 30-Day Readmission of Elderly Patients Using Custom Target Encoding Approach
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2022 |
Nazyrova, Nodira |
Explainable AI with Domain Adapted FastCAM for Endoscopy Images
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2022 |
Stodt, Jan |