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01/20/2023
Domain-agnostic and Multi-level Evaluation of Generative Models
While the capabilities of generative models heavily improved in differen...
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09/12/2022
BON: An extended public domain dataset for human activity recognition
Body-worn first-person vision (FPV) camera enables to extract a rich sou...
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03/08/2022
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data
Data-centric AI encourages the need of cleaning and understanding of dat...
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01/06/2022
Sparsity-based Feature Selection for Anomalous Subgroup Discovery
Anomalous pattern detection aims to identify instances where deviation f...
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11/23/2021
Post-discovery Analysis of Anomalous Subsets
Analyzing the behaviour of a population in response to disease and inter...
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11/05/2021
Automated Supervised Feature Selection for Differentiated Patterns of Care
An automated feature selection pipeline was developed using several stat...
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05/26/2021
Pattern Detection in the Activation Space for Identifying Synthesized Content
Generative Adversarial Networks (GANs) have recently achieved unpreceden...
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05/24/2021
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
Recent advances in deep learning have led to breakthroughs in the develo...
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03/31/2021
DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time
Myocardial Infarction (MI) has the highest mortality of all cardiovascul...
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11/25/2020
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys
Existing datasets available to address crucial problems, such as child m...
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12/10/2019
