Citation Impact
Citing Papers
A Deep Learning Approach for Fault Diagnosis of Induction Motors in Manufacturing
2017
The Malmo platform for artificial intelligence experimentation
2016
Three Classes of Deep Learning Architectures and Their Applications: A Tutorial Survey
2012
Continual lifelong learning with neural networks: A review
2019 Standout
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
2016 Standout
Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data
2017
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
2018 Standout
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
Machine learning for molecular and materials science
2018 StandoutNature
Fully hardware-implemented memristor convolutional neural network
2020 StandoutNature
A survey on deep learning in medical image analysis
2017 Standout
Deep learning in histopathology: the path to the clinic
2021 Standout
Computational Phenotype Discovery Using Unsupervised Feature Learning over Noisy, Sparse, and Irregular Clinical Data
2013
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Using Deep Learning for Image-Based Plant Disease Detection
2016 Standout
Deep learning in neural networks: An overview
2014 Standout
Whatever next? Predictive brains, situated agents, and the future of cognitive science
2013 Standout
Distributed Cooperative Reinforcement Learning-Based Traffic Signal Control That Integrates V2X Networks’ Dynamic Clustering
2017
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches
2019 Standout
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
Microscopic medical image classification framework via deep learning and shearlet transform
2016
Combining heterogeneous deep neural networks with conditional random fields for Chinese dialogue act recognition
2015
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
2020 Standout
MoleculeNet: a benchmark for molecular machine learning
2017 Standout
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020 Standout
Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks
2014
Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics
2016
Role of big data analytics in developing sustainable capabilities
2018 Standout
Unsupervised Fault Diagnosis of a Gear Transmission Chain Using a Deep Belief Network
2017
Deep Learning for Computer Vision: A Brief Review
2018 Standout
Deep learning with coherent nanophotonic circuits
2017 Standout
Neuro-Inspired Computing With Emerging Nonvolatile Memorys
2018
Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks
2018
Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data
2018
A hybrid feature model and deep learning based fault diagnosis for unmanned aerial vehicle sensors
2018
Review of the State of the Art of Deep Learning for Plant Diseases: A Broad Analysis and Discussion
2020
Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification
2016 Standout
Big Data Analytics in Intelligent Transportation Systems: A Survey
2018 Standout
Review on deep learning applications in frequency analysis and control of modern power system
2021 Standout
Unsupervised Learning of Generative and Discriminative Weights Encoding Elementary Image Components in a Predictive Coding Model of Cortical Function
2011
Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients
2017
Deep learning with long short-term memory networks for financial market predictions
2017 Standout
A Survey of Artificial General Intelligence Projects for Ethics, Risk, and Policy
2017
Assessing the impact of big data on firm innovation performance: Big data is not always better data
2019 Standout
Failure diagnosis using deep belief learning based health state classification
2013
Digital Reticular Chemistry
2020 StandoutNobel
Digital Twin: Enabling Technologies, Challenges and Open Research
2020 Standout
Deep learning for computational chemistry
2017
Structure Learning for Deep Neural Networks Based on Multiobjective Optimization
2017 Standout
A Survey on Deep Learning
2018
Big data analytics and business analytics
2015
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Deep Belief Network based state classification for structural health diagnosis
2012
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
2014 Standout
Big data and predictive analytics for supply chain and organizational performance
2016 Standout
On hyperparameter optimization of machine learning algorithms: Theory and practice
2020 Standout
A survey of deep neural network architectures and their applications
2016 Standout
A tutorial survey of architectures, algorithms, and applications for deep learning
2014
Deep Reinforcement Learning: A Brief Survey
2017 Standout
Deep learning and its applications to machine health monitoring
2018 Standout
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method
2017 Standout
Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox
2018 Standout
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
Traffic Flow Prediction With Big Data: A Deep Learning Approach
2014 Standout
Deep Learning: Methods and Applications
2014
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 Standout
Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks
2015
Deep learning applications and challenges in big data analytics
2015 Standout
Recent advances in artificial intelligence and machine learning for nonlinear relationship analysis and process control in drinking water treatment: A review
2020 Standout
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 Standout
A Highly Parallel and Energy Efficient Three-Dimensional Multilayer CMOS-RRAM Accelerator for Tensorized Neural Network
2017
Deep learning for visual understanding: A review
2015
Deep Learning in Medical Image Analysis
2017 Standout
Towards grading gleason score using generically trained deep convolutional neural networks
2016
Deep learning for time series classification: a review
2019 Standout
Deep learning in agriculture: A survey
2018 Standout
Works of Itamar Arel being referenced
Low-Rank Approximations for Conditional Feedforward Computation in Deep Neural Networks
2013
Reinforcement learning-based multi-agent system for network traffic signal control
2010
Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]
2010
Hierarchical spatiotemporal feature extraction using recurrent online clustering
2013
A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures
2010
Ensemble Learning in Fixed Expansion Layer Networks for Mitigating Catastrophic Forgetting
2013
Mapping the Landscape of Human‐Level Artificial General Intelligence
2012
A 1 TOPS/W Analog Deep Machine-Learning Engine With Floating-Gate Storage in 0.13 µm CMOS
2014