Ran Jin

Orcid: 0000-0003-3847-4538

According to our database1, Ran Jin authored at least 54 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A method for image-text matching based on semantic filtering and adaptive adjustment.
EURASIP J. Image Video Process., December, 2024

Exploring the State-of-the-Art in Multi-Object Tracking: A Comprehensive Survey, Evaluation, Challenges, and Future Directions.
Multim. Tools Appl., September, 2024

Mutual Active Learning for Engineering Regulated Statistical Digital Twin Models.
IEEE Trans. Ind. Informatics, April, 2024

Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol., February, 2024

A Nonintrusive Load Identification Method Based on Dual-Branch Attention GRU Fusion Network.
IEEE Trans. Instrum. Meas., 2024

A Non-Intrusive Load Identification Method Based on Multi-Head Attention.
IEEE Access, 2024

Progressively Relaxed Knowledge Distillation.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing.
Technometrics, April, 2023

Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective.
J. Intell. Manuf., February, 2023

Semantic Completion and Filtration for Image-Text Retrieval.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Multi-Task Learning With Latent Variation Decomposition for Multivariate Responses in a Manufacturing Network.
IEEE Trans Autom. Sci. Eng., 2023

ModelPred: A Framework for Predicting Trained Model from Training Data.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
INN: An Interpretable Neural Network for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol., 2022

Monitoring Runtime Metrics of Fog Manufacturing via a Qualitative and Quantitative (QQ) Control Chart.
ACM Trans. Internet Things, 2022

Family learning: A process modeling method for cyber-additive manufacturing network.
IISE Trans., 2022

Adaptively Weighted Top-N Recommendation for Organ Matching.
ACM Trans. Comput. Heal., 2022

Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
PRIME: A Personalized Recommender System for Information Visualization Methods via Extended Matrix Completion.
ACM Trans. Interact. Intell. Syst., 2021

AdaPipe: A Recommender System for Adaptive Computation Pipelines in Cyber-Manufacturing Computation Services.
IEEE Trans. Ind. Informatics, 2021

MOSS - Multi-Modal Best Subset Modeling in Smart Manufacturing.
Sensors, 2021

A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing.
J. Comput. Inf. Sci. Eng., 2021

Multivariate regression of mixed responses for evaluation of visualization designs.
IISE Trans., 2021

Learning to Refit for Convex Learning Problems.
CoRR, 2021

Modeling of pre-transplantation liver viability with spatial-temporal smooth variable selection.
Comput. Methods Programs Biomed., 2021

Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

WordErrorSim: An Adversarial Examples Generation Method in Chinese by Erroneous Knowledge.
Proceedings of the ICCDA 2021: The 5th International Conference on Compute and Data Analysis, 2021

Predictive Offloading in Fog Manufacturing for Computational Pipelines using Multi-task Learning.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics.
IISE Trans., 2020

Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing.
IISE Trans., 2020

A latent unknown clustering integrating multi-omics data (LUCID) with phenotypic traits.
Bioinform., 2020

A Monitoring System for Anomaly Detection in Fog Manufacturing.
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

Online Computation Performance Analysis for Distributed Machine Learning Pipelines in Fog Manufacturing.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg-GCRNs).
J. Am. Medical Informatics Assoc., 2019

Shoulder Joint Image Segmentation Based on Joint Convolutional Neural Networks.
Proceedings of the RICAI 2019: International Conference on Robotics, 2019

Fog Computing for Distributed Family Learning in Cyber-Manufacturing Modeling.
Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

2018
Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process.
IEEE Trans Autom. Sci. Eng., 2018

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst., 2018

DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw., 2018

Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis.
Comput. Methods Programs Biomed., 2018

Predictive offloading in mobile-fog-cloud enabled cyber-manufacturing systems.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

Automatic Segmentation of Shoulder Joint in MRI Using Patch-Based and Fully Convolutional Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Data Fusion Pipelines for Autonomous Smart Manufacturing.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Functional Graphical Models for Manufacturing Process Modeling.
IEEE Trans Autom. Sci. Eng., 2017

Ensemble Modeling of In Situ Features for Printed Electronics Manufacturing With In Situ Process Control Potential.
IEEE Robotics Autom. Lett., 2017

2016
Unaligned Profile Monitoring Using Penalized Methods.
Qual. Reliab. Eng. Int., 2016

2015
QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems.
Technometrics, 2015

2014
Monitoring Profile Trajectories with Dynamic Time Warping Alignment.
Qual. Reliab. Eng. Int., 2014

2013
A Co-optimization Routing Algorithm in Wireless Sensor Network.
Wirel. Pers. Commun., 2013

Efficient parallel spectral clustering algorithm design for large data sets under cloud computing environment.
J. Cloud Comput., 2013

2010
Simulation Research of Applying Two-dimensional Empirical Mode Decomposition on Image Feature Extraction.
Proceedings of the Sixth International Conference on Semantics Knowledge and Grid, 2010

2007
Fault Detecting Technology Based on BP Neural Network Algorithm.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Improvement of an Image Encryption Algorithm Based on Combined Multidimensional Chaotic Systems.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007


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