Melanie Po-Leen Ooi

Orcid: 0000-0002-1623-0105

According to our database1, Melanie Po-Leen Ooi authored at least 70 papers between 2005 and 2024.

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Bibliography

2024
Editorial.
IEEE Instrum. Meas. Mag., February, 2024

2023
Measurement and Applications: Exploring the Challenges and Opportunities of Hierarchical Federated Learning in Sensor Applications.
IEEE Instrum. Meas. Mag., December, 2023

Rural AI: Serverless-Powered Federated Learning for Remote Applications.
IEEE Internet Comput., 2023

On machine learning methods to estimate cannabidiolic acid content of Cannabis sativa L. from near-infrared hyperspectral imaging.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Light Driven Visual Inspection System for Human Vision.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
I²MTC 2021 Special Issue in IEEE Transactions on Instrumentation and Measurement.
IEEE Trans. Instrum. Meas., 2022

Technical Committee on Fault Tolerant Measurement Systems.
IEEE Instrum. Meas. Mag., 2022

Adaptive Edge-Cloud Environments for Rural AI.
Proceedings of the IEEE International Conference on Services Computing, 2022

2021
Roadmap on Signal Processing for Next Generation Measurement Systems.
CoRR, 2021

Maximal Associated Regression: A Nonlinear Extension to Least Angle Regression.
IEEE Access, 2021

Investigating the Use of Low-cost and Low-power Millimeter Wave RADAR to Improve Quality of Tomato Harvesting.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Method and Implementation of Rock Melon Detection and Localisation for Fast and Reliable Autonomous Harvesting.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020
Guest Editorial.
IEEE Trans. Instrum. Meas., 2020

Future trends in I&M: The next generation of measurement technology for medicinal cannabis production.
IEEE Instrum. Meas. Mag., 2020

Classifying Cannabis Sativa Flowers, Stems and Leaves using Statistical Machine Learning with Near-Infrared Hyperspectral Reflectance Imaging.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Signal-to-Noise Ratio Contributors and Effects in Proximal Near-Infrared Spectral Reflectance Measurement on Plant Leaves.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Logic Built-In Self-Test Instrumentation System for Engineering Test Technology Education.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2019
Measurement uncertainty evaluation: Could it help to improve engineering design?
IEEE Instrum. Meas. Mag., 2019

Future trend in I&M: The smarter car.
IEEE Instrum. Meas. Mag., 2019

Guest editorial: Instrumentation and measurement in Australia and New Zealand.
IEEE Instrum. Meas. Mag., 2019

Evaluation of Deep Neural Network and Alternating Decision Tree for Kiwifruit Detection.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Proximal Near-Infrared Spectral Reflectance Characterisation of Weeds Species in New Zealand Pasture.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Addressing Emerging Needs of Hi-Tech Industry: Collaborative Engineering Program in Electronic Testing, Instrumentation and Measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Developing Automatic Markerless Sign Language Gesture Tracking and Recognition System.
Proceedings of the 2019 IEEE International Symposium on Haptic, 2019

2018
The past and future of electronics testing [Trends in Future I&M].
IEEE Instrum. Meas. Mag., 2018

The fourth industrial revolution - Industry 4.0 and IoT [Trends in Future I&M].
IEEE Instrum. Meas. Mag., 2018

Automated quantification of renal interstitial fibrosis for computer-aided diagnosis: A comprehensive tissue structure segmentation method.
Comput. Methods Programs Biomed., 2018

Moment-Constrained Maximum Entropy Method for Expanded Uncertainty Evaluation.
IEEE Access, 2018

Towards implementing uncertainty propagation in probabilistic floating-point computation error bounding.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Application of moment-based measurement uncertainty evaluation to reliability analysis of structural systems.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

2017
Measured Quantity Value Estimator for Multiplicative Nonlinear Measurement Models.
IEEE Trans. Instrum. Meas., 2017

Automatic renal interstitial fibrosis quantification system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Moments and maximum entropy method for expanded uncertainty estimation in measurements.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Simple signature verification sub-system for identity recognition.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

Family of low-cost NI ELVIS/LabVIEW-based semiconductor testers for engineering education.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016
Benchmark Test Distributions for Expanded Uncertainty Evaluation Algorithms.
IEEE Trans. Instrum. Meas., 2016

Multivariate alternating decision trees.
Pattern Recognit., 2016

Among the challenges and future trends in I&M [Future Trends in I&M].
IEEE Instrum. Meas. Mag., 2016

Outstanding young engineer of the year award 2014 [Society News].
IEEE Instrum. Meas. Mag., 2016

Automating measurement of renal interstitial fibrosis: Effect of colour spaces on quantification.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Moment-based measurement uncertainty evaluation for reliability analysis in design optimization.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

2015
Sparse alternating decision tree.
Pattern Recognit. Lett., 2015

Analytical Standard Uncertainty Evaluation Using Mellin Transform.
IEEE Access, 2015

Performance comparison between expanded uncertainty evaluation algorithms.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Digital pathology: Identifying spongiosis in unstained histopathology specimen.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Fast and robust zebrafish segmentation and detection algorithm under different spectrum conditions.
Proceedings of the IEEE Sensors Applications Symposium, 2014

Standard Uncertainty estimation on polynomial regression models.
Proceedings of the IEEE Sensors Applications Symposium, 2014

Vision inspection system for pharmaceuticals.
Proceedings of the IEEE Sensors Applications Symposium, 2014

Detecting spongiosis in stained histopathological specimen using multispectral imaging and machine learning.
Proceedings of the IEEE Sensors Applications Symposium, 2014

2013
Defect cluster recognition system for fabricated semiconductor wafers.
Eng. Appl. Artif. Intell., 2013

Identifying Systematic Failures on Semiconductor Wafers Using ADCAS.
IEEE Des. Test, 2013

Using the ADTree for feature reduction through knowledge discovery.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012
Multisine With Optimal Phase-Plane Uniformity for ADC Testing.
IEEE Trans. Instrum. Meas., 2012

Statistical measures of two dimensional point set uniformity.
Comput. Stat. Data Anal., 2012

2011
Getting More From the Semiconductor Test: Data Mining With Defect-Cluster Extraction.
IEEE Trans. Instrum. Meas., 2011

Optimal Dual-Tone Frequency Selection for ADC Sine-Wave Tests.
IEEE Trans. Instrum. Meas., 2011

Performance Comparison of Various Multisine Excitation Signals in ADC Testing.
Proceedings of the Sixth IEEE International Symposium on Electronic Design, 2011

Data-Driven Condition-Based Maintenance of Test Handlers in Semiconductor Manufacturing.
Proceedings of the Sixth IEEE International Symposium on Electronic Design, 2011

Automatic Yield Management System for Semiconductor Production Test.
Proceedings of the Sixth IEEE International Symposium on Electronic Design, 2011

2010
Complex feature alternating decision tree.
Int. J. Intell. Syst. Technol. Appl., 2010

Fast and Accurate Automatic Defect CLuster Extraction for Semiconductor Wafers.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

Virtual Instrumentation Based IC Parametric Tester for Engineering Education.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

Evaluating the Performance of Different Classification Algorithms for Fabricated Semiconductor Wafers.
Proceedings of the Fifth IEEE International Symposium on Electronic Design, 2010

2009
Design of embedded differential equation solver.
Int. J. Intell. Syst. Technol. Appl., 2009

2008
Predictive Die-Level Reliability-Yield Modeling for Deep Sub-micron Devices.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

2007
Shortening Burn-In Test: Application of HVST and Weibull Statistical Analysis.
IEEE Trans. Instrum. Meas., 2007

2006
Reducing Burn-in Time through High-Voltage Stress Test and Weibull Statistical Analysis.
IEEE Des. Test Comput., 2006

Hardware Implementation for Face Detection on Xilinx Virtex-II FPGA using the Reversible Component Transformation Colour Space.
Proceedings of the Third IEEE International Workshop on Electronic Design, 2006

2005
Shortening Burn-In Test: Application of a Novel Approach in optimizing Burn-In Time using Weibull Statistical Analysis with HVST.
Proceedings of the 14th Asian Test Symposium (ATS 2005), 2005


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