Integrated Generative Model for Industrial Anomaly Detection via Bidirectional LSTM and Attention Mechanism

Anomaly detection via a combination model in time series data

(2021) Yanjun Zhou et al.   APPLIED INTELLIGENCE

Ge-GaN deposition: An assistant kMC model

(2021) Romualdo Alejandro Ferreyra et al.   APPLIED SURFACE SCIENCE

A Current-Based Differential Technique to Detect Loss of Field in Synchronous Generators

(2020) Abbas Hasani et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Efficient segmentation-based methods for anomaly detection in static and streaming time series under dynamic time warping

(2020) Huynh Thi Thu Thuy et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Online anomaly detection with sparse Gaussian processes

(2020) Minghao Gu et al.   NEUROCOMPUTING

Anomaly Detection for IoT Time-Series Data: A Survey

(2020) Andrew A. Cook et al.   IEEE Internet of Things Journal

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Policy-based reinforcement learning for time series anomaly detection

(2020) Mengran Yu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

GANs and DCGANs for generation of topology optimization validation curve through clustering analysis

(2020) Eun-A Sim et al.   ADVANCES IN ENGINEERING SOFTWARE

Tackling mode collapse in multi-generator GANs with orthogonal vectors

(2020) Wei Li et al.   PATTERN RECOGNITION

Parallel Deep Learning Algorithms With Hybrid Attention Mechanism for Image Segmentation of Lung Tumors

(2020) Hexuan Hu et al.   IEEE Transactions on Industrial Informatics

Variational LSTM Enhanced Anomaly Detection for Industrial Big Data

(2020) Xiaokang Zhou et al.   IEEE Transactions on Industrial Informatics

ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles

(2020) Zuobin Xiong et al.   IEEE Transactions on Industrial Informatics

Data-Driven Event Detection of Power Systems Based on Unequal-Interval Reduction of PMU Data and Local Outlier Factor

(2019) Shengyuan Liu et al.   IEEE Transactions on Smart Grid

LSTM Learning With Bayesian and Gaussian Processing for Anomaly Detection in Industrial IoT

(2019) Di Wu et al.   IEEE Transactions on Industrial Informatics

A Composite Anomaly Detection System for Data-Driven Power Plant Condition Monitoring

(2019) Yuchen Zhang et al.   IEEE Transactions on Industrial Informatics

GMM-HMM-Based Blood Pressure Estimation Using Time-Domain Features

(2019) Branko G. Celler et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Cryptographic Solutions for Industrial Internet-of-Things: Research Challenges and Opportunities

(2018) Kim-Kwang Raymond Choo et al.   IEEE Transactions on Industrial Informatics

Adaptive Bi-Weighting Toward Automatic Initialization and Model Selection for HMM-Based Hybrid Meta-Clustering Ensembles

(2018) Yun Yang et al.   IEEE Transactions on Cybernetics

3rd harmonic current in a generator neutral earthing resistor connected to a large cable network

(2018) Jason Mayer et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Short-term traffic flow prediction in smart multimedia system for Internet of Vehicles based on deep belief network

(2018) Fanhui Kong et al.   Future Generation Computer Systems-The International Journal of eScience

Towards Predictive Fault Tolerance in a Core-Router System: Anomaly Detection Using Correlation-Based Time-Series Analysis

(2017) Shi Jin et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Human activity recognition using multisensor data fusion based on Reservoir Computing

(2016) Filippo Palumbo et al.   Journal of Ambient Intelligence and Smart Environments