4.6 Article

An independent central point OPTICS clustering algorithm for semi-supervised outlier detection of continuous glucose measurements

Related references

Note: Only part of the references are listed.
Article Optics

Semi-supervised anomaly detection with dual prototypes autoencoder for industrial surface inspection

Jie Liu et al.

Summary: In this research, a semi-supervised anomaly detection method based on Dual Prototype Auto-Encoder is proposed, which achieves effective results by introducing dual prototype loss and reconstruction loss to encourage latent vectors to stay closer.

OPTICS AND LASERS IN ENGINEERING (2021)

Article Engineering, Electrical & Electronic

Semi-Supervised Machine Learning Aided Anomaly Detection Method in Cellular Networks

Yutao Lu et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2020)

Article Computer Science, Artificial Intelligence

Fault detection of continuous glucose measurements based on modified k-medoids clustering algorithm

Xia Yu et al.

NEURAL COMPUTING & APPLICATIONS (2020)

Article Construction & Building Technology

A new outlier detection method based on OPTICS

Yue Fei Wang et al.

SUSTAINABLE CITIES AND SOCIETY (2019)

Article Automation & Control Systems

A concurrent fault and meal detection method based on dynamics analysis for continuous glucose monitoring sensor

Hong Zhao et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2019)

Review Endocrinology & Metabolism

Realizing a Closed-Loop (Artificial Pancreas) System for the Treatment of Type 1 Diabetes

Rayhan A. Lal et al.

ENDOCRINE REVIEWS (2019)

Article Physics, Multidisciplinary

A three-way clustering method based on an improved DBSCAN algorithm

Hui Yu et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2019)

Article Medical Informatics

Risk analysis for the design of a safe artificial pancreas control system

Konstanze Kolle et al.

HEALTH AND TECHNOLOGY (2019)

Article Automation & Control Systems

Artificial Pancreas Systems AN INTRODUCTION TO THE SPECIAL ISSUE

Ali Cinar

IEEE CONTROL SYSTEMS MAGAZINE (2018)

Proceedings Paper Automation & Control Systems

Fault Detection in Continuous Glucose Monitoring Sensors for Artificial Pancreas Systems

Xia Yu et al.

IFAC PAPERSONLINE (2018)

Article Engineering, Biomedical

Real-Time Model-Based Fault Detection of Continuous Glucose Sensor Measurements

Kamuran Turksoy et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2017)

Proceedings Paper Automation & Control Systems

Multivariate Statistical Monitoring of Sensor Faults of A Multivariable Artificial Pancreas

Kamuran Turksoy et al.

IFAC PAPERSONLINE (2017)

Review Endocrinology & Metabolism

Multivariable Adaptive Artificial Pancreas System in Type 1 Diabetes

Ali Cinar

CURRENT DIABETES REPORTS (2017)

Article Engineering, Biomedical

Fault and meal detection by redundant continuous glucose monitors and the unscented Kalman filter

Zeinab Mahmoudi et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Article Construction & Building Technology

A sensor fault detection strategy for air handling units using cluster analysis

Rui Yan et al.

AUTOMATION IN CONSTRUCTION (2016)

Article Endocrinology & Metabolism

Modeling Transient Disconnections and Compression Artifacts of Continuous Glucose Sensors

Andrea Facchinetti et al.

DIABETES TECHNOLOGY & THERAPEUTICS (2016)

Proceedings Paper Automation & Control Systems

Hybrid Online Sensor Error Detection and Functional Redundancy for Artificial Pancreas Control Systems

Jianyuan Feng et al.

IFAC PAPERSONLINE (2016)

Article Automation & Control Systems

Statistical analysis based online sensor failure detection for continuous glucose monitoring in type I diabetes

Chunhui Zhao et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Fault detection analysis using data mining techniques for a cluster of smart office buildings

Alfonso Capozzoli et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Review Endocrinology & Metabolism

A review of artificial pancreas technologies with an emphasis on bi-hormonal therapy

P. A. Bakhtiani et al.

DIABETES OBESITY & METABOLISM (2013)

Article Engineering, Biomedical

An Online Failure Detection Method of the Glucose Sensor-Insulin Pump System: Improved Overnight Safety of Type-1 Diabetic Subjects

Andrea Facchinetti et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)

Article Computer Science, Information Systems

Enhancing density-based clustering: Parameter reduction and outlier detection

Carmelo Cassisi et al.

INFORMATION SYSTEMS (2013)

Review Automation & Control Systems

Challenges and recent progress in the development of a closed-loop artificial pancreas

B. Wayne Bequette

ANNUAL REVIEWS IN CONTROL (2012)

Review Chemistry, Multidisciplinary

Electrochemical glucose biosensors

Joseph Wang

CHEMICAL REVIEWS (2008)