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Incorporating Feature Interactions and Contrastive Learning for Credit Prediction
Published 2023-01-01“…Addressing these limitations, we present a novel approach for credit default prediction that integrates feature interactions and contrastive learning. Specifically, we introduce second-order interactions atop standard linear models to achieve low-order feature interplay. …”
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2
Explicit Feature Interaction-Aware Graph Neural Network
Published 2024-01-01Subjects: Get full text
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3
Multi-feature Interaction for Aspect Sentiment Triplet Extraction
Published 2024-04-01“…Aiming at the above problems, multi-feature interaction for aspect sentiment triplet extraction (MFI-ASTE) is proposed. …”
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4
A Local and Nonlocal Feature Interaction Network for Pansharpening
Published 2022-08-01“…To solve this problem, a local and nonlocal feature interaction network (LNFIN) is proposed in this paper for pansharpening. …”
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5
Feature Selection with Conditional Mutual Information Considering Feature Interaction
Published 2019-07-01Subjects: Get full text
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6
Multi-Scale Feature Interactive Fusion Network for RGBT Tracking
Published 2023-03-01“…To solve this problem, this work proposes a new multi-scale feature interactive fusion network (MSIFNet) for RGBT tracking. …”
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7
Feature Interaction-Based Reinforcement Learning for Tabular Anomaly Detection
Published 2023-03-01Subjects: Get full text
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8
Deep Feature Interactive Aggregation Network for Single Image Deraining
Published 2022-01-01“…In this paper, we propose a deep feature interactive aggregation network for single image deraining to enhance long-range dependencies among features and realize the interaction of information. …”
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Multi-Scale Feature Interaction Network for Remote Sensing Change Detection
Published 2023-06-01Subjects: Get full text
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10
Feature-Interaction-Enhanced Sequential Transformer for Click-Through Rate Prediction
Published 2024-03-01Subjects: Get full text
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11
Credit risk assessment using the factorization machine model with feature interactions
Published 2024-02-01Get full text
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12
GFI-Net: Global Feature Interaction Network for Monocular Depth Estimation
Published 2023-02-01“…To solve these problems, we propose the Global Feature Interaction Network (GFI-Net), which aims to utilize geometric features, such as object locations and vanishing points, on a global scale. …”
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13
Two-Branch Feature Interaction Fusion Method Based on Generative Adversarial Network
Published 2023-08-01Subjects: Get full text
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14
A Recommendation Strategy Integrating Higher-Order Feature Interactions With Knowledge Graphs
Published 2022-01-01“…This paper proposes a method that fuses higher order feature interactions and knowledge graphs and uses them for recommendation. …”
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15
HDGFI: Hierarchical Dual-Level Graph Feature Interaction Model for Personalized Recommendation
Published 2022-12-01Subjects: Get full text
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16
Visualizing complex feature interactions and feature sharing in genomic deep neural networks
Published 2020“…CONCLUSIONS: DeepResolve is capable of visualizing complex feature contribution patterns and feature interactions that contribute to decision making in genomic deep convolutional networks. …”
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Hybrid Cross-Feature Interaction Attention Module for Object Detection in Intelligent Mobile Scenes
Published 2023-10-01“…This paper proposes a hybrid cross-feature interaction (HCFI) attention module for object detection in intelligent mobile scenes. …”
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18
An Attention-Based Latent Information Extraction Network (ALIEN) for High-Order Feature Interactions
Published 2020-08-01Subjects: Get full text
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19
GAIN: A Gated Adaptive Feature Interaction Network for Click-Through Rate Prediction
Published 2022-09-01Subjects: Get full text
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20
sDeepFM: Multi-Scale Stacking Feature Interactions for Click-Through Rate Prediction
Published 2020-02-01Get full text
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