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On the class overlap problem in imbalanced data classification

Knowledge-based systems, 2021-01, Vol.212, p.106631, Article 106631

2021

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Botnet Detection in the Internet of Things using Deep Learning Approaches

2018 International Joint Conference on Neural Networks (IJCNN), 2018, p.1-8

2018

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A holistic approach to assessment of value of information (VOI) with fuzzy data and decision criteria

Decision Making. Applications in Management and Engineering (Online), 2020-10, Vol.3 (2), p.97-118

2020

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Evaluating Awareness and Perception of Botnet Activity within Consumer Internet-of-Things (IoT) Networks

Informatics (Basel), 2019-02, Vol.6 (1), p.8

2019

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A fuzzy inference system applied to value of information assessment for oil and gas industry

Decision Making. Applications in Management and Engineering (Online), 2019-10, Vol.2 (2), p.1-18

2019

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Fuzzy logic applied to value of information assessment in oil and gas projects

Petroleum science, 2019-10, Vol.16 (5), p.1208-1220

2019

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Optimal deployment of components of cloud-hosted application for guaranteeing multitenancy isolation

Journal of cloud computing : advances, systems and applications, 2019-12, Vol.8 (1), p.1-38, Article 1

2019

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Degrees of tenant isolation for cloud-hosted software services: a cross-case analysis

Journal of cloud computing : advances, systems and applications, 2018-12, Vol.7 (1), p.1-39, Article 22

2018

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CBANet: An End-to-end Cross Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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Optimized common features selection and deep-autoencoder (OCFSDA) for lightweight intrusion detection in Internet of things

International journal of information security, 2024-08, Vol.23 (4), p.2559-2581

2024

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AI-Based Intrusion Detection Systems for In-Vehicle Networks: A Survey

ACM computing surveys, 2023-11, Vol.55 (11), p.1-40, Article 237

2023

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Android Source Code Vulnerability Detection: A Systematic Literature Review

ACM computing surveys, 2023-09, Vol.55 (9), p.1-37, Article 187

2023

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Applications of artificial intelligence in geothermal resource exploration: A review

Deep underground science and engineering (Online), 2024-09, Vol.3 (3), p.269-285

2024

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A Decision-based Model for Optimizing the Deployment of Cloud-hosted Application Components to Guarantee Multitenancy Isolation

International Journal of Intelligent Computing Research, 2018-06, Vol.9 (2), p.890-901

2018

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Towards Situational Awareness of Botnet Activity in the Internet of Things

2018 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA), 2018, p.1-8

2018

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Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

Journal of information security and applications, 2024-05, Vol.82, p.103741, Article 103741

2024

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Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbine

Evolving systems, 2018-06, Vol.9 (2), p.119-133

2018

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Unsupervised Change Detection in Hyperspectral Images using Principal Components Space Data Clustering

Journal of physics. Conference series, 2022-05, Vol.2278 (1), p.12021

2022

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Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system

Journal of information security and applications, 2023-09, Vol.77, p.103570, Article 103570

2023

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Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry

International journal of applied decision sciences, 2020, Vol.13 (3), p.344

2020

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Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry

International journal of applied decision sciences, 2020, Vol.13 (1), p.1

2020

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Handling Minority Class Problem in Threats Detection Based on Heterogeneous Ensemble Learning Approach

International journal of systems and software security and protection, 2020-07, Vol.11 (2), p.13-37

2020

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Investigation of Computational Intelligence Techniques for Intrusion Detection in Wireless Sensor Networks

International journal of computer networks & communications, 2017-07, Vol.9 (4), p.45-56

2017

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A Multi-Objective Evolutionary Approach to Discover Explainability Tradeoffs when Using Linear Regression to Effectively Model the Dynamic Thermal Behaviour of Electrical Machines

ACM transactions on evolutionary learning, 2024-02, Vol.4 (1), p.1-16, Article 3

2024

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Overlap-Based Undersampling for Improving Imbalanced Data Classification

Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018, Vol.11314, p.689-697

2018

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On the class overlap problem in imbalanced data classification

Botnet Detection in the Internet of Things using Deep Learning Approaches

A holistic approach to assessment of value of information (VOI) with fuzzy data and decision criteria

Evaluating Awareness and Perception of Botnet Activity within Consumer Internet-of-Things (IoT) Networks

A fuzzy inference system applied to value of information assessment for oil and gas industry

Fuzzy logic applied to value of information assessment in oil and gas projects

Optimal deployment of components of cloud-hosted application for guaranteeing multitenancy isolation

Degrees of tenant isolation for cloud-hosted software services: a cross-case analysis

CBANet: An End-to-end Cross Band 2-D Attention Network for Hyperspectral Change Detection in Remote Sensing

Optimized common features selection and deep-autoencoder (OCFSDA) for lightweight intrusion detection in Internet of things

AI-Based Intrusion Detection Systems for In-Vehicle Networks: A Survey

Android Source Code Vulnerability Detection: A Systematic Literature Review

Applications of artificial intelligence in geothermal resource exploration: A review

A Decision-based Model for Optimizing the Deployment of Cloud-hosted Application Components to Guarantee Multitenancy Isolation

Towards Situational Awareness of Botnet Activity in the Internet of Things

Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI

Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbine

Unsupervised Change Detection in Hyperspectral Images using Principal Components Space Data Clustering

Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system

Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry

Sensitivity analysis applied to fuzzy inference on the value of information in the oil and gas industry

Handling Minority Class Problem in Threats Detection Based on Heterogeneous Ensemble Learning Approach

Investigation of Computational Intelligence Techniques for Intrusion Detection in Wireless Sensor Networks

A Multi-Objective Evolutionary Approach to Discover Explainability Tradeoffs when Using Linear Regression to Effectively Model the Dynamic Thermal Behaviour of Electrical Machines

Overlap-Based Undersampling for Improving Imbalanced Data Classification

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