Citation Impact
Citing Papers
Comprehensive Overview on Computational Intelligence Techniques for Machinery Condition Monitoring and Fault Diagnosis
2017
Concept drift detection for online class imbalance learning
2013
Continual lifelong learning with neural networks: A review
2019 Standout
A review of UAV monitoring in mining areas: current status and future perspectives
2019 Standout
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
A fault diagnosis system for interdependent critical infrastructures based on HMMs
2015
Ensemble learning for data stream analysis: A survey
2017
Adaptive learning for dynamic environments: A comparative approach
2017
Lifelong learning of human actions with deep neural network self-organization
2017
Incremental Learning of Concept Drift in Nonstationary Environments
2011
Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study
2020 Standout
Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application
2019 Standout
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Networked control systems: a survey of trends and techniques
2019 Standout
Continual Learning Using Bayesian Neural Networks
2020
Prequential AUC: properties of the area under the ROC curve for data streams with concept drift
2017
Big Data Deep Learning: Challenges and Perspectives
2014
LTE-Maritime: High-Speed Maritime Wireless Communication Based on LTE Technology
2019 Standout
A Survey on Ensemble Learning for Data Stream Classification
2017
Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0
2018
An Information Framework for Creating a Smart City Through Internet of Things
2014 Standout
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
A Survey on the Detection Algorithms for False Data Injection Attacks in Smart Grids
2019 Standout
Ambient intelligence: Technologies, applications, and opportunities
2009
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
ARE WE PREPARED ENOUGH? A CASE STUDY OF CHALLENGES IN ONLINE LEARNING IN A PRIVATE HIGHER LEARNING INSTITUTION DURING THE COVID-19 OUTBREAKS
2020 Standout
Deep learning for smart manufacturing: Methods and applications
2018 Standout
Research Ideas for Artificial Intelligence in Auditing: The Formalization of Audit and Workforce Supplementation
2016 Standout
Wireless Communication Technologies for Safe Cooperative Cyber Physical Systems
2018 Standout
Automated Irrigation System Using a Wireless Sensor Network and GPRS Module
2013
Keeping the Resident in the Loop: Adapting the Smart Home to the User
2009
Learning from streaming data with concept drift and imbalance: an overview
2012
Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges
2020 Standout
Development and Integration of a Solar Powered Unmanned Aerial Vehicle and a Wireless Sensor Network to Monitor Greenhouse Gases
2015
Online learning: A comprehensive survey
2021
Deep Model Based Domain Adaptation for Fault Diagnosis
2016
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
2019 Standout
A Tucker Deep Computation Model for Mobile Multimedia Feature Learning
2017 Standout
Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture
2018 Standout
Cyber-physical systems and their security issues
2018 Standout
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
A Dynamic-Bayesian-Network-Based Fault Diagnosis Methodology Considering Transient and Intermittent Faults
2016 Standout
Molecular Docking: Shifting Paradigms in Drug Discovery
2019 Standout
A survey on security control and attack detection for industrial cyber-physical systems
2017 Standout
An adaptive online learning approach for Support Vector Regression: Online-SVR-FID
2016
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Past, present, and future of smart learning: a topic-based bibliometric analysis
2021 Standout
Incremental Learning of Concept Drift from Streaming Imbalanced Data
2012
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Advanced control systems engineering for energy and comfort management in a building environment—A review
2008
AI-enabled adaptive learning systems: A systematic mapping of the literature
2021 Standout
Learning from imbalanced data: open challenges and future directions
2016 Standout
Early fault diagnosis of bearing and stator faults of the single-phase induction motor using acoustic signals
2017 Standout
An IoT based smart irrigation management system using Machine learning and open source technologies
2018 Standout
A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load
2017 Standout
Prediction of Motor Failure Time Using An Artificial Neural Network
2019
What is a Smart Building?
2014 Standout
Deep learning and its applications to machine health monitoring
2018 Standout
Cloud Computing-Based Framework for Breast Cancer Diagnosis Using Extreme Learning Machine
2021 Standout
Deep Learning in the Biomedical Applications: Recent and Future Status
2019
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning
2019 Standout
Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
2016 Standout
Secure State Estimation and Control of Cyber-Physical Systems: A Survey
2020 Standout
Credit card fraud detection and concept-drift adaptation with delayed supervised information
2015
A survey on concept drift adaptation
2014 Standout
Energy savings by energy management systems: A review
2015 Standout
A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis
2017 Standout
Building Novel VHF-Based Wireless Sensor Networks for the Internet of Marine Things
2018
A Review of Further Directions for Artificial Intelligence, Machine Learning, and Deep Learning in Smart Logistics
2020 Standout
Why general artificial intelligence will not be realized
2020 Standout
Fault Diagnosis for Smart Grids in Pragmatic Conditions
2016
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development
2023 Standout
Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency
2018
Ensemble learning: A survey
2018 Standout
A review of computational optimisation methods applied to sustainable building design
2013 Standout
A review on optimized control systems for building energy and comfort management of smart sustainable buildings
2014 Standout
Dealing With Concept Drifts in Process Mining
2013
Works of Manuel Roveri being referenced
Just-in-time Adaptive Classifiers in Non-Stationary Conditions
2007
Computational intelligence in industrial quality control
2006
Just-in-Time Adaptive Classifiers—Part II: Designing the Classifier
2008
Learning Convolutional Neural Networks in presence of Concept Drift
2019
A hierarchical, nonparametric, sequential change-detection test
2011
An HMM-based change detection method for intelligent embedded sensors
2012
Just-in-Time Adaptive Classifiers—Part I: Detecting Nonstationary Changes
2008
Learning in Nonstationary Environments: A Survey
2015
Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems
2016
A Cognitive Fault Diagnosis System for Distributed Sensor Networks
2013
Learning causal dependencies to detect and diagnose faults in sensor networks
2014
An Adaptive Sampling Algorithm for Effective Energy Management in Wireless Sensor Networks With Energy-Hungry Sensors
2009
A Robust, Adaptive, Solar-Powered WSN Framework for Aquatic Environmental Monitoring
2010
What Planner for Ambient Intelligence Applications?
2004
A cognitive monitoring system for contaminant detection in intelligent buildings
2014
Just-In-Time Classifiers for Recurrent Concepts
2013
Hierarchical Change-Detection Tests
2016