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NoPeek: Information leakage reduction to share activations in distributed deep learning
2020 International Conference on Data Mining Workshops (ICDMW), 2020, p.933-942
2020
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Rethinking Dice Loss for Medical Image Segmentation
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.851-860
2020
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Fast Adaptation for Cold-Start Collaborative Filtering with Meta-Learning
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.661-670
2020
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Co-Embedding Network Nodes and Hierarchical Labels with Taxonomy Based Generative Adversarial Networks
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.721-730
2020
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AANE: Anomaly Aware Network Embedding for Anomalous Link Detection
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.1002-1007
2020
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Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.162-171
2020
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OpenWGL: Open-World Graph Learning
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.681-690
2020
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Fast and Accurate Time Series Classification Through Supervised Interval Search
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.948-953
2020
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A federated learning based approach for loan defaults prediction
2020 International Conference on Data Mining Workshops (ICDMW), 2020, p.362-368
2020
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Deep Learning in Skin Lesion Analysis Towards Cancer Detection
2020 24th International Conference Information Visualisation (IV), 2020, p.740-745
2020
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A Visual Interactive Analytics Interface for Complex Event Processing and Machine Learning Processing of Financial Market Data
2020 24th International Conference Information Visualisation (IV), 2020, p.189-194
2020
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Interpreting Deep Neural Networks through Prototype Factorization
2020 International Conference on Data Mining Workshops (ICDMW), 2020, p.448-457
2020
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Deep learning for Antisocial Behaviour Analysis on Social Media
2020 24th International Conference Information Visualisation (IV), 2020, p.428-434
2020
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Learning Analytics in Competitive Programming Training Systems
2018 22nd International Conference Information Visualisation (IV), 2018, p.321-325
2018
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SymPlot: A Web-Tool to Visualise Symbolic Musical Data
2020 24th International Conference Information Visualisation (IV), 2020, p.537-543
2020
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AutoFS: Automated Feature Selection via Diversity-Aware Interactive Reinforcement Learning
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.1008-1013
2020
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Visualization of Decision Making in Digital Pathology as Educational Tool
2020 24th International Conference Information Visualisation (IV), 2020, p.651-656
2020
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Uncovering the Impact of University Students' Adoption of Learning Management Systems on Positive Learning Outcomes
2020 24th International Conference Information Visualisation (IV), 2020, p.684-688
2020
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G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
2020 International Conference on Data Mining Workshops (ICDMW), 2020, p.912-916
2020
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Evaluation Study of Visualisations for Harmonic Analysis of 4-Part Music
2018 22nd International Conference Information Visualisation (IV), 2018, p.484-489
2018
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Game-Based Learning as Effective Learning Method: An Application of Digital Storytelling
2018 22nd International Conference Information Visualisation (IV), 2018, p.542-546
2018
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Open-World Class Discovery with Kernel Networks
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.631-640
2020
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An Examination of the State-of-the-Art for Multivariate Time Series Classification
2020 International Conference on Data Mining Workshops (ICDMW), 2020, p.243-250
2020
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Adversarial Label-Flipping Attack and Defense for Graph Neural Networks
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.791-800
2020
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Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis
2020 IEEE International Conference on Data Mining (ICDM), 2020, p.561-570
2020
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