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07/20/2023
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services
Time series anomaly detection is crucial for industrial monitoring servi...
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09/09/2021
AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data
Temporal relational data, perhaps the most commonly used data type in in...
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09/09/2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction
Neural relation extraction models have shown promising results in recent...
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07/07/2020
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
A common challenge for most current recommender systems is the cold-star...
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04/08/2020
Trust in Recommender Systems: A Deep Learning Perspective
A significant remaining challenge for existing recommender systems is th...
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09/18/2019
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection
Objective: Epilepsy is a chronic neurological disorder characterized by ...
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07/31/2019
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning
Deep learning algorithms have achieved excellent performance lately in a...
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07/31/2019
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals
Synthesizing geometrical shapes from human brain activities is an intere...
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08/03/2018
Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships
Knowledge acquisition and exchange are generally crucial yet costly for ...
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07/15/2018
A Survey on Expert Recommendation in Community Question Answering
Community question answering (CQA) represents the type of Web applicatio...
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06/21/2018
GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest
Random forest and deep neural network are two schools of effective class...
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05/09/2018
Opinion Fraud Detection via Neural Autoencoder Decision Forest
Online reviews play an important role in influencing buyers' daily purch...
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05/08/2018