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Ran Jin
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 45
Top Topics
Quantitative And Qualitative
Variable Selection
E Learning
Multivariate Regression
Top Venues
ICPS
CASE
IISE Trans.
IEEE Trans Autom. Sci. Eng.
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Publications
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Yingyan Zeng
,
Xiaoyu Chen
,
Ran Jin
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
15 (1) (2024)
Jie Yuan
,
Ran Jin
,
Lidong Wang
A Non-Intrusive Load Identification Method Based on Multi-Head Attention.
IEEE Access
12 (2024)
Yingyan Zeng
,
Xiaoyu Chen
,
Ran Jin
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
CoRR
(2023)
Xiaoyu Chen
,
Xiaoning Kang
,
Ran Jin
,
Xinwei Deng
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing.
Technometrics
65 (2) (2023)
Yingyan Zeng
,
Prithivrajan Thiyagarajan
,
Brian M. Chan
,
Ran Jin
Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems.
CASE
(2023)
Sungku Kang
,
Ran Jin
,
Xinwei Deng
,
Ron S. Kenett
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective.
J. Intell. Manuf.
34 (2) (2023)
Song Yang
,
Qiang Li
,
Wenhui Li
,
Xuanya Li
,
Ran Jin
,
Bo Lv
,
Rui Wang
,
Anan Liu
Semantic Completion and Filtration for Image-Text Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
19 (4) (2023)
Yifu Li
,
Hao Yan
,
Ran Jin
Multi-Task Learning With Latent Variation Decomposition for Multivariate Responses in a Manufacturing Network.
IEEE Trans Autom. Sci. Eng.
20 (1) (2023)
Xiaoyu Chen
,
Yingyan Zeng
,
Sungku Kang
,
Ran Jin
INN: An Interpretable Neural Network for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
13 (5) (2022)
Lening Wang
,
Xiaoyu Chen
,
Daniel Henkel
,
Ran Jin
Family learning: A process modeling method for cyber-additive manufacturing network.
IISE Trans.
54 (1) (2022)
Parshin Shojaee
,
Yingyan Zeng
,
Muntasir Wahed
,
Avi Seth
,
Ran Jin
,
Ismini Lourentzou
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.
Big Data
(2022)
Yingyan Zeng
,
Parshin Shojaee
,
Syed Hasib Akhter Faruqui
,
Adel Alaeddini
,
Ran Jin
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.
ICPS
(2022)
Parshin Shojaee
,
Xiaoyu Chen
,
Ran Jin
Adaptively Weighted Top-N Recommendation for Organ Matching.
ACM Trans. Comput. Heal.
3 (1) (2022)
Yifu Li
,
Lening Wang
,
Dongyoon Lee
,
Ran Jin
Monitoring Runtime Metrics of Fog Manufacturing via a Qualitative and Quantitative (QQ) Control Chart.
ACM Trans. Internet Things
3 (2) (2022)
Lening Wang
,
Pang Du
,
Ran Jin
MOSS - Multi-Modal Best Subset Modeling in Smart Manufacturing.
Sensors
21 (1) (2021)
Yingyan Zeng
,
Tianhao Wang
,
Si Chen
,
Hoang Anh Just
,
Ran Jin
,
Ruoxi Jia
Learning to Refit for Convex Learning Problems.
CoRR
(2021)
Ran Jin
,
Chunhua Wu
WordErrorSim: An Adversarial Examples Generation Method in Chinese by Erroneous Knowledge.
ICCDA
(2021)
Parshin Shojaee
,
Yingyan Zeng
,
Xiaoyu Chen
,
Ran Jin
,
Xinwei Deng
,
Chuck Zhang
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
ICPS
(2021)
Ran Jin
,
Tongrui Yu
,
Xiaozhen Han
,
Yunpeng Liu
The Segmentation of Road Scenes Based on Improved ESPNet Model.
Secur. Commun. Networks
2021 (2021)
Parshin Shojaee
,
Xiaoyu Chen
,
Ran Jin
Adaptively Weighted Top-N Recommendation for Organ Matching.
CoRR
(2021)
Xiaoyu Chen
,
Nathan Lau
,
Ran Jin
PRIME: A Personalized Recommender System for Information Visualization Methods via Extended Matrix Completion.
ACM Trans. Interact. Intell. Syst.
11 (1) (2021)
Xiaoning Kang
,
Xiaoyu Chen
,
Ran Jin
,
Hao Wu
,
Xinwei Deng
Multivariate regression of mixed responses for evaluation of visualization designs.
IISE Trans.
53 (3) (2021)
Xiaoyu Chen
,
Ran Jin
AdaPipe: A Recommender System for Adaptive Computation Pipelines in Cyber-Manufacturing Computation Services.
IEEE Trans. Ind. Informatics
17 (9) (2021)
Vignesh Raja Nallendran
,
Lening Wang
,
Ran Jin
Predictive Offloading in Fog Manufacturing for Computational Pipelines using Multi-task Learning.
CASE
(2021)
Qing Lan
,
Yifu Li
,
John Robertson
,
Ran Jin
Modeling of pre-transplantation liver viability with spatial-temporal smooth variable selection.
Comput. Methods Programs Biomed.
208 (2021)
Sungku Kang
,
Xinwei Deng
,
Ran Jin
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing.
J. Comput. Inf. Sci. Eng.
21 (6) (2021)
Lening Wang
,
Yutong Zhang
,
Ran Jin
A Monitoring System for Anomaly Detection in Fog Manufacturing.
ICPS
(2020)
Yifu Li
,
Hongyue Sun
,
Xinwei Deng
,
Chuck Zhang
,
Hsu-Pin (Ben) Wang
,
Ran Jin
Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing.
IISE Trans.
52 (3) (2020)
Hongyue Sun
,
Ran Jin
,
Yuan Luo
Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics.
IISE Trans.
52 (1) (2020)
Cheng Peng
,
Jun Wang
,
Isaac Asante
,
Stan Louie
,
Ran Jin
,
Lida Chatzi
,
Graham Casey
,
Duncan C. Thomas
,
David V. Conti
A latent unknown clustering integrating multi-omics data (LUCID) with phenotypic traits.
Bioinform.
36 (3) (2020)
Lening Wang
,
Yutong Zhang
,
Xiaoyu Chen
,
Ran Jin
Online Computation Performance Analysis for Distributed Machine Learning Pipelines in Fog Manufacturing.
CASE
(2020)
Yifu Li
,
Ran Jin
,
Yuan Luo
Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg-GCRNs).
J. Am. Medical Informatics Assoc.
26 (3) (2019)
Yutong Zhang
,
Lening Wang
,
Xiaoyu Chen
,
Ran Jin
Fog Computing for Distributed Family Learning in Cyber-Manufacturing Modeling.
ICPS
(2019)
Yunpeng Liu
,
Renfang Wang
,
Ran Jin
,
Dechao Sun
,
Huixia Xu
,
Chen Dong
Shoulder Joint Image Segmentation Based on Joint Convolutional Neural Networks.
RICAI
(2019)
Yunpeng Liu
,
Wenli Cai
,
Guobin Hong
,
Renfang Wang
,
Ran Jin
Automatic Segmentation of Shoulder Joint in MRI Using Patch-Based and Fully Convolutional Networks.
ICIP
(2018)
Ran Jin
,
Gang Chen
,
Anthony K. H. Tung
,
Lidan Shou
,
Beng Chin Ooi
,
Yuting Gu
DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw.
2018 (2018)
Xiaoyu Chen
,
Ran Jin
Data Fusion Pipelines for Autonomous Smart Manufacturing.
CASE
(2018)
Ran Jin
,
Gang Chen
,
Anthony K. H. Tung
,
Lidan Shou
,
Beng Chin Ooi
An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst.
12 (6) (2018)
Qing Lan
,
Hongyue Sun
,
John Robertson
,
Xinwei Deng
,
Ran Jin
Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis.
Comput. Methods Programs Biomed.
164 (2018)
Hongyue Sun
,
Prahalad K. Rao
,
Zhenyu James Kong
,
Xinwei Deng
,
Ran Jin
Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process.
IEEE Trans Autom. Sci. Eng.
15 (1) (2018)
Xiaoyu Chen
,
Lening Wang
,
Canran Wang
,
Ran Jin
Predictive offloading in mobile-fog-cloud enabled cyber-manufacturing systems.
ICPS
(2018)
Yifu Li
,
Karuniya Mohan
,
Hongyue Sun
,
Ran Jin
Ensemble Modeling of In Situ Features for Printed Electronics Manufacturing With In Situ Process Control Potential.
IEEE Robotics Autom. Lett.
2 (4) (2017)
Hongyue Sun
,
Shuai Huang
,
Ran Jin
Functional Graphical Models for Manufacturing Process Modeling.
IEEE Trans Autom. Sci. Eng.
14 (4) (2017)
Yangyang Zang
,
Kaibo Wang
,
Ran Jin
Unaligned Profile Monitoring Using Penalized Methods.
Qual. Reliab. Eng. Int.
32 (8) (2016)
Xinwei Deng
,
Ran Jin
QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems.
Technometrics
57 (3) (2015)
Chenxu Dai
,
Kaibo Wang
,
Ran Jin
Monitoring Profile Trajectories with Dynamic Time Warping Alignment.
Qual. Reliab. Eng. Int.
30 (6) (2014)
Ran Jin
,
Chunhai Kou
,
Ruijuan Liu
,
Yefeng Li
A Co-optimization Routing Algorithm in Wireless Sensor Network.
Wirel. Pers. Commun.
70 (4) (2013)
Ran Jin
,
Chunhai Kou
,
Ruijuan Liu
,
Yefeng Li
Efficient parallel spectral clustering algorithm design for large data sets under cloud computing environment.
J. Cloud Comput.
2 (2013)
Qin Wang
,
Ran Jin
,
Kun Gao
Simulation Research of Applying Two-dimensional Empirical Mode Decomposition on Image Feature Extraction.
SKG
(2010)
Chen Dong
,
Jifang Li
,
Lifeng Xi
,
Jie Hao
,
Ran Jin
Improvement of an Image Encryption Algorithm Based on Combined Multidimensional Chaotic Systems.
KES (2)
(2007)
Ran Jin
,
Kun Gao
,
Zhigang Chen
,
Chen Dong
,
Yanghong Zhang
,
Lifeng Xi
Fault Detecting Technology Based on BP Neural Network Algorithm.
KES (2)
(2007)