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TMH: Two-Tower Multi-Head Attention neural network for CTR prediction

PloS one, 2024, Vol.19 (3), p.e0295440-e0295440

2024

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A Deep-Learned Embedding Technique for Categorical Features Encoding

IEEE access, 2021, Vol.9, p.114381-114391

2021

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Network resource optimization with reinforcement learning for low power wide area networks

EURASIP journal on wireless communications and networking, 2020-09, Vol.2020 (1), p.1-20, Article 176

2020

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A Dynamic Spatial-Temporal Attention-Based GRU Model With Healthy Features for State-of-Health Estimation of Lithium-Ion Batteries

IEEE access, 2021, Vol.9, p.27374-27388

2021

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A LSTM-Hawkes hybrid model for posterior click distribution forecast in the advertising network environment

PloS one, 2020-06, Vol.15 (6), p.e0232887-e0232887

2020

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A Hybrid DenseNet-LSTM Model for Epileptic Seizure Prediction

Applied sciences, 2021-08, Vol.11 (16), p.7661

2021

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An XAI method for convolutional neural networks in self-driving cars

PloS one, 2022-08, Vol.17 (8), p.e0267282-e0267282

2022

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An Adaptive Masked Attention Mechanism to Act on the Local Text in a Global Context for Aspect-based Sentiment Analysis

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Collision prediction for a low power wide area network using deep learning methods

Journal of Communications and Networks, 2020, 22(3), , pp.205-214

2020

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A DRL-Based Task Offloading Scheme for Server Decision-Making in Multi-Access Edge Computing

Electronics (Basel), 2023-09, Vol.12 (18), p.3882

2023

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Neural Architecture Search Net-Based Feature Extraction With Modular Neural Network for Image Classification of Copper/ Cobalt Raw Minerals

IEEE access, 2022, Vol.10, p.72253-72262

2022

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Attention Map-Guided Visual Explanations for Deep Neural Networks

Applied sciences, 2022-04, Vol.12 (8), p.3846

2022

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Automatic Diagnosis of medical conditions using Deep Learning with Symptom2Vec

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Enhancing IoT Connectivity and Services for Worldwide Ships through Multi-Region Fog Cloud Architecture Platforms

Electronics (Basel), 2023-10, Vol.12 (20), p.4250

2023

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Handover Triggering Prediction with the Two-Step XGBOOST Ensemble Algorithm for Conditional Handover in Non-Terrestrial Networks

Electronics (Basel), 2023-08, Vol.12 (16), p.3435

2023

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Deep learning-based optimal placement of a mobile HAP for common throughput maximization in wireless powered communication networks

EURASIP journal on wireless communications and networking, 2021-10, Vol.2021 (1), p.1-16, Article 181

2021

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OISE: Optimized Input Sampling Explanation with a Saliency Map Based on the Black-Box Model

Applied sciences, 2023-05, Vol.13 (10), p.5886

2023

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A CNN-based automatic vulnerability detection

EURASIP journal on wireless communications and networking, 2023-12, Vol.2023 (1), p.41-13

2023

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A ResNet-LSTM hybrid model for predicting epileptic seizures using a pretrained model with supervised contrastive learning

Scientific reports, 2024-01, Vol.14 (1), p.1319-1319, Article 1319

2024

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Deep-Learning-Based Object Filtering According to Altitude for Improvement of Obstacle Recognition during Autonomous Flight

Remote sensing (Basel, Switzerland), 2022-03, Vol.14 (6), p.1378

2022

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DRL-OS: A Deep Reinforcement Learning-Based Offloading Scheduler in Mobile Edge Computing

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9212

2022

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F-DCS: FMI-Based Distributed CPS Simulation Framework with a Redundancy Reduction Algorithm

Sensors (Basel, Switzerland), 2020-01, Vol.20 (1), p.252

2020

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An Improved LSTM-Based Failure Classification Model for Financial Companies Using Natural Language Processing

Applied sciences, 2023-07, Vol.13 (13), p.7884

2023

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Machine Learning-Based Solutions for Handover Decisions in Non-Terrestrial Networks

Electronics (Basel), 2023-04, Vol.12 (8), p.1759

2023

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Dynamic access control method for SDP-based network environments

EURASIP journal on wireless communications and networking, 2023-09, Vol.2023 (1), p.94-12, Article 94

2023

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TMH: Two-Tower Multi-Head Attention neural network for CTR prediction

A Deep-Learned Embedding Technique for Categorical Features Encoding

Network resource optimization with reinforcement learning for low power wide area networks

A Dynamic Spatial-Temporal Attention-Based GRU Model With Healthy Features for State-of-Health Estimation of Lithium-Ion Batteries

A LSTM-Hawkes hybrid model for posterior click distribution forecast in the advertising network environment

A Hybrid DenseNet-LSTM Model for Epileptic Seizure Prediction

An XAI method for convolutional neural networks in self-driving cars

An Adaptive Masked Attention Mechanism to Act on the Local Text in a Global Context for Aspect-based Sentiment Analysis

Collision prediction for a low power wide area network using deep learning methods

A DRL-Based Task Offloading Scheme for Server Decision-Making in Multi-Access Edge Computing

Neural Architecture Search Net-Based Feature Extraction With Modular Neural Network for Image Classification of Copper/ Cobalt Raw Minerals

Attention Map-Guided Visual Explanations for Deep Neural Networks

Automatic Diagnosis of medical conditions using Deep Learning with Symptom2Vec

Enhancing IoT Connectivity and Services for Worldwide Ships through Multi-Region Fog Cloud Architecture Platforms

Handover Triggering Prediction with the Two-Step XGBOOST Ensemble Algorithm for Conditional Handover in Non-Terrestrial Networks

Deep learning-based optimal placement of a mobile HAP for common throughput maximization in wireless powered communication networks

OISE: Optimized Input Sampling Explanation with a Saliency Map Based on the Black-Box Model

A CNN-based automatic vulnerability detection

A ResNet-LSTM hybrid model for predicting epileptic seizures using a pretrained model with supervised contrastive learning

Deep-Learning-Based Object Filtering According to Altitude for Improvement of Obstacle Recognition during Autonomous Flight

DRL-OS: A Deep Reinforcement Learning-Based Offloading Scheduler in Mobile Edge Computing

F-DCS: FMI-Based Distributed CPS Simulation Framework with a Redundancy Reduction Algorithm

An Improved LSTM-Based Failure Classification Model for Financial Companies Using Natural Language Processing

Machine Learning-Based Solutions for Handover Decisions in Non-Terrestrial Networks

Dynamic access control method for SDP-based network environments

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