Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach
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2020 |
Laine, Riku |
Mitigating Discrimination in Clinical Machine Learning Decision Support Using Algorithmic Processing Techniques
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2020 |
Briggs, Emma |
Dynamic Incremental Semi-supervised Fuzzy Clustering for Bipolar Disorder Episode Prediction
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2020 |
Casalino, Gabriella |
Iterative Multi-mode Discretization: Applications to Co-clustering
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2020 |
Fanaee-T, Hadi |
Investigating Parallelization of MAML
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2020 |
Bollenbacher, Jan |
One-Class Ensembles for Rare Genomic Sequences Identification
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2020 |
Kaufmann, Jonathan |
Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars
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2020 |
Lampridis, Orestis |
Interpretable Machine Learning with Bitonic Generalized Additive Models and Automatic Feature Construction
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2020 |
Cherrier, Noëlie |
Multi-directional Rule Set Learning
|
2020 |
Schouterden, Jonas |
On Aggregation in Ensembles of Multilabel Classifiers
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2020 |
Nguyen, Vu-Linh |
Improving Deep Unsupervised Anomaly Detection by Exploiting VAE Latent Space Distribution
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2020 |
Angiulli, Fabrizio |
Mining Constrained Regions of Interest: An Optimization Approach
|
2020 |
Dubray, Alexandre |
Constrained Clustering via Post-processing
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2020 |
Nghiem, Nguyen-Viet-Dung |
Unsupervised Concept Drift Detection Using a Student-Teacher Approach
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2020 |
Cerqueira, Vitor |
Predicting and Explaining Privacy Risk Exposure in Mobility Data
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2020 |
Naretto, Francesca |
Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors
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2020 |
Impedovo, Angelo |
Hierarchy Decomposition Pipeline: A Toolbox for Comparison of Model Induction Algorithms on Hierarchical Multi-label Classification Problems
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2020 |
Vidulin, Vedrana |
Attention in Recurrent Neural Networks for Energy Disaggregation
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2020 |
Gkalinikis, Nikolaos Virtsionis |
Detecting Temporal Anomalies in Business Processes Using Distance-Based Methods
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2020 |
Mavroudopoulos, loannis |
Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method
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2020 |
Tišljarić, Leo |