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SleepXAI: An explainable deep learning approach for multi-class sleep stage identification

Applied intelligence (Dordrecht, Netherlands), 2023-07, Vol.53 (13), p.16830-16843

2023

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CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection

Sensors (Basel, Switzerland), 2023-09, Vol.23 (18), p.7734

2023

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Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Knowledge-based systems, 2023-03, Vol.263, p.110273, Article 110273

2023

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Can Interpretable Reinforcement Learning Manage Prosperity Your Way?

AI (Basel), 2022-06, Vol.3 (2), p.526-537

2022

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An Interpretable Modular Deep Learning Framework for Video-Based Fall Detection

Applied sciences, 2024-06, Vol.14 (11), p.4722

2024

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Reinforcement Learning Your Way: Agent Characterization through Policy Regularization

AI (Basel), 2022-03, Vol.3 (2), p.250-259

2022

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Reinforcement learning with intrinsic affinity for personalized prosperity management

Digital finance, 2022, Vol.4 (2-3), p.241-262

2022

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Deep Crowd Anomaly Detection by Fusing Reconstruction and Prediction Networks

Electronics (Basel), 2023-04, Vol.12 (7), p.1517

2023

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Encoding subcomponents in cooperative co-evolutionary recurrent neural networks

Neurocomputing (Amsterdam), 2011-10, Vol.74 (17), p.3223-3234

2011

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Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter

Sensors (Basel, Switzerland), 2023-12, Vol.23 (24), p.9679

2023

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Controller Performance Monitoring: A Survey of Problems and a Review of Approaches from a Data-Driven Perspective with a Focus on Oscillations Detection and Diagnosis

Industrial & engineering chemistry research, 2022-12, Vol.61 (49), p.17735-17765

2022

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An Interpretable Deep Learning-based Feature Reduction in Video-Based Human Activity Recognition

IEEE access, 2024-07, p.1-1

2024

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Balancing Profit, Risk, and Sustainability for Portfolio Management

2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr), 2022, p.1-8

2022

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Data driven approach for the management of wind and solar energy integrated electrical distribution network with high penetration of electric vehicles

Journal of cleaner production, 2023-10, Vol.421, p.138467, Article 138467

2023

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Extracting salient features for network intrusion detection using machine learning methods

South African computer journal = Suid-Afrikaanse rekenaartydskrif, 2014-06, Vol.52 (52)

2014

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Scene Retrieval in Traffic Videos with Contrastive Multimodal Learning

2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), 2023, p.1020-1025

2023

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Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality

2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021, p.1-5

2021

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Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation

2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr), 2022, p.1-7

2022

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Remote sensing of mangroves using unmanned aerial vehicles: current state and future directions

Journal of spatial science, 2021-05, Vol.66 (2), p.195-212

2021

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Towards Responsible AI for Financial Transactions

2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2020, p.16-21

2020

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Towards Data-Driven Material Removal Rate Estimation in Bonnet Polishing

2023 11th International Conference on Control, Mechatronics and Automation (ICCMA), 2023, p.473-479

2023

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Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems

Proceedings of the IEEE, 1999, Vol.87 (9), p.1623-1640

1999

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Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders

2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2022, p.94-99

2022

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Segmenting mangrove ecosystems drone images using SLIC superpixels

Geocarto international, 2019-12, Vol.34 (14), p.1648-1662

2019

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A Systems Perspective on the Public Perception of Wind Power in Norway

INCOSE International Symposium, 2024-07, Vol.34 (1), p.1429-1446

2024

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SleepXAI: An explainable deep learning approach for multi-class sleep stage identification

CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection

Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities

Can Interpretable Reinforcement Learning Manage Prosperity Your Way?

An Interpretable Modular Deep Learning Framework for Video-Based Fall Detection

Reinforcement Learning Your Way: Agent Characterization through Policy Regularization

Reinforcement learning with intrinsic affinity for personalized prosperity management

Deep Crowd Anomaly Detection by Fusing Reconstruction and Prediction Networks

Encoding subcomponents in cooperative co-evolutionary recurrent neural networks

Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter

Controller Performance Monitoring: A Survey of Problems and a Review of Approaches from a Data-Driven Perspective with a Focus on Oscillations Detection and Diagnosis

An Interpretable Deep Learning-based Feature Reduction in Video-Based Human Activity Recognition

Balancing Profit, Risk, and Sustainability for Portfolio Management

Data driven approach for the management of wind and solar energy integrated electrical distribution network with high penetration of electric vehicles

Extracting salient features for network intrusion detection using machine learning methods

Scene Retrieval in Traffic Videos with Contrastive Multimodal Learning

Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality

Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation

Remote sensing of mangroves using unmanned aerial vehicles: current state and future directions

Towards Responsible AI for Financial Transactions

Towards Data-Driven Material Removal Rate Estimation in Bonnet Polishing

Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems

Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders

Segmenting mangrove ecosystems drone images using SLIC superpixels

A Systems Perspective on the Public Perception of Wind Power in Norway

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