Machine Learning Application to Family Business Status Classification
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2020 |
Gnecco, Giorgio |
Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed SR1
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2020 |
Jahani, Majid |
Long-Term Prediction of Physical Interactions: A Challenge for Deep Generative Models
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2020 |
Cenzato, Alberto |
Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy Using a 2D+3D CNN Training Strategy with Sparsely Annotated Data
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2020 |
Castelli, Filippo M. |
A Stochastic Optimization Model for Frequency Control and Energy Management in a Microgrid
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2020 |
Bousnina, Dhekra |
Variance Loss in Variational Autoencoders
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2020 |
Asperti, Andrea |
Policy Feedback in Deep Reinforcement Learning to Exploit Expert Knowledge
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2020 |
Espositi, Federico |
Deep 3D Convolution Neural Network for Alzheimer's Detection
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2020 |
Giri, Charul |
Optimal Scenario-Tree Selection for Multistage Stochastic Programming
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2020 |
Galuzzi, Bruno G. |
GPU Accelerated Data Preparation for Limit Order Book Modeling
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2020 |
Burján, Viktor |
Structural and Functional Representativity of GANs for Data Generation in Sequential Decision Making
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2020 |
Hassouni, Ali el |
Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules
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2020 |
Fraccaroli, Michele |
Prediction of Spot Prices in Nord Pool’s Day-Ahead Market Using Machine Learning and Deep Learning
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2020 |
Rantonen, Mika |
Dynamic Selection of Classifiers Applied to High-Dimensional Small-Instance Data Sets: Problems and Challenges
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2020 |
Maciel-Guerra, Alexandre |
Image Features Anonymization for Privacy Aware Machine Learning
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2020 |
Jaidan, David Nizar |
Reinforcement Learning for Playing WrapSlide
|
2020 |
Knoll, J. E. |
A Generalized Quadratic Loss for SVM and Deep Neural Networks
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2020 |
Portera, Filippo |
An Application of Machine Learning to Study Utilities Expenses in the Brazilian Navy
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2020 |
Silva, Stefan |
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features
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2020 |
Bommert, Andrea |
Understanding Production Process Productivity in the Glass Container Industry: A Big Data Approach
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2020 |
Oliveira, Maria Alexandra |