Jin Xiao

Orcid: 0000-0003-2462-4996

According to our database1, Jin Xiao authored at least 146 papers between 1997 and 2024.

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

Timeline

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Bibliography

2024
Three-stage research framework to assess and predict the financial risk of SMEs based on hybrid method.
Decis. Support Syst., February, 2024

A novel federated learning approach with knowledge transfer for credit scoring.
Decis. Support Syst., February, 2024

Complex-Valued GMDH-Based Data Characteristic-Driven Adaptive Decision Support System for Customer Classification.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

ProNet DB: a proteome-wise database for protein surface property representations and RNA-binding profiles.
Database J. Biol. Databases Curation, January, 2024

Distributed Finite-Time Average Consensus Over Unbalanced Digraphs via Broadcast Mode.
IEEE Trans. Netw. Sci. Eng., 2024

Deep reinforcement learning based on balanced stratified prioritized experience replay for customer credit scoring in peer-to-peer lending.
Artif. Intell. Rev., 2024

Can Large Language Models Understand Real-World Complex Instructions?
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A bagging-based selective ensemble model for churn prediction on imbalanced data.
Expert Syst. Appl., October, 2023

Boundary-guided context-aware network for camouflaged object detection.
Neural Comput. Appl., July, 2023

An expert system for redesigning software for cloud applications.
Expert Syst. Appl., June, 2023

Finite-time general function consensus for multi-agent systems over signed digraphs.
J. Frankl. Inst., 2023

Adaptive fusion network for RGB-D salient object detection.
Neurocomputing, 2023

Balanced incremental deep reinforcement learning based on variational autoencoder data augmentation for customer credit scoring.
Eng. Appl. Artif. Intell., 2023

Can Large Language Models Understand Real-World Complex Instructions?
CoRR, 2023

A bioinspired three-stage model for camouflaged object detection.
CoRR, 2023

2022
Spatiotemporal context-aware network for video salient object detection.
Neural Comput. Appl., 2022

CFIDNet: cascaded feature interaction decoder for RGB-D salient object detection.
Neural Comput. Appl., 2022

Molecular convolutional neural networks with DNA regulatory circuits.
Nat. Mach. Intell., 2022

Prediction of wind turbine blade icing fault based on selective deep ensemble model.
Knowl. Based Syst., 2022

Boundary-guided network for camouflaged object detection.
Knowl. Based Syst., 2022

Repulsion-Oriented Reciprocal Collision Avoidance for Multiple Mobile Robots.
J. Intell. Robotic Syst., 2022

Implicit neural refinement based multi-view stereo network with adaptive correlation.
Image Vis. Comput., 2022

A GAN-based hybrid sampling method for imbalanced customer classification.
Inf. Sci., 2022

Deep reinforcement learning with the confusion-matrix-based dynamic reward function for customer credit scoring.
Expert Syst. Appl., 2022

A survey of visual navigation: From geometry to embodied AI.
Eng. Appl. Artif. Intell., 2022

An online algorithm for the inventory retrieval problem with an uncertain selling duration, uncertain prices, and price-dependent demands.
Comput. Oper. Res., 2022

TVENet: Transformer-Based Visual Exploration Network for Mobile Robot in Unseen Environment.
IEEE Access, 2022

Comparative Analysis and Strategy Research of Enterprises Dealing with Network Public Opinion Based on Text Mining.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, 2022

Accurate Instance Segmentation Via Collaborative Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Impact of resampling methods and classification models on the imbalanced credit scoring problems.
Inf. Sci., 2021

Multiple graph kernel learning based on GMDH-type neural network.
Inf. Fusion, 2021

BINet: Bidirectional interactive network for salient object detection.
Neurocomputing, 2021

BPFINet: Boundary-aware progressive feature integration network for salient object detection.
Neurocomputing, 2021

Partitioning Cloud-based Microservices (via Deep Learning).
CoRR, 2021

Social Disparities in Oral Health in America amid the COVID-19 Pandemic.
CoRR, 2021

Mono2Micro: a practical and effective tool for decomposing monolithic Java applications to microservices.
Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Lessons learned from hyper-parameter tuning for microservice candidate identification.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Canet: Context-Aware Loss for Descriptor Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

Ensemble of Unsupervised Parametric and Non-Parametric Techniques to Discover Change Actions.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

ACA: Application Containerization Advisory Framework for Modernizing Legacy Applications.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems.
IEEE Trans. Neural Networks Learn. Syst., 2020

A Hybrid Classification Framework Based on Clustering.
IEEE Trans. Ind. Informatics, 2020

A Machine Learning Method for Vision-Based Unmanned Aerial Vehicle Systems to Understand Unknown Environments.
Sensors, 2020

Improved ORB Algorithm Using Three-Patch Method and Local Gray Difference.
Sensors, 2020

Probabilistic SVM classifier ensemble selection based on GMDH-type neural network.
Pattern Recognit., 2020

Cost-sensitive semi-supervised selective ensemble model for customer credit scoring.
Knowl. Based Syst., 2020

GMDH-Based Outlier Detection Model in Classification Problems.
J. Syst. Sci. Complex., 2020

Trajectory Planning of 6-DOF manipulator based on Gaussian Process Regression method.
Int. J. Robotics Autom., 2020

Machine learning for identification of surgeries with high risks of cancellation.
Health Informatics J., 2020

Local ultraconvergence of high order finite element method by interpolation postprocessing technique for elliptic problems with constant coefficients.
Comput. Math. Appl., 2020

Design and Development of Human Computer Interface Using Electrooculogram with Deep Learning.
Artif. Intell. Medicine, 2020

Mono2Micro: an AI-based toolchain for evolving monolithic enterprise applications to a microservice architecture.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

A Smartphone-Based System for Real-Time Early Childhood Caries Diagnosis.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Multi-Domain Learning for Accurate and Few-Shot Color Constancy.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Degradation Model Learning for Real-World Single Image Super-Resolution.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Local convolutional features and metric learning for SAR image registration.
Clust. Comput., 2019

A User Interaction Demonstration For Exploring Medical Knowledge Graph.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Multi-domain modeling of missile power distribution system and development of simulation platform based on FMI standard.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Uldor: A Universal Lesion Detector For Ct Scans With Pseudo Masks And Hard Negative Example Mining.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Towards Scalable Planning of Wireless Networks.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Harmonia: A Continuous Service Monitoring Framework Using DevOps and Service Mesh in a Complementary Manner.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

Janus: A Tool to Modernize Legacy Applications to Containers.
Proceedings of the Service-Oriented Computing - ICSOC 2019 Workshops, 2019

An Implementation of Non-electronic Human-Swarm Interface for Multi-agent System in Cooperative Searching.
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019

2018
New Keypoint Matching Method Using Local Convolutional Features for Power Transmission Line Icing Monitoring.
Sensors, 2018

A hybrid reproducing graph kernel based on information entropy.
Pattern Recognit., 2018

A combined Weisfeiler-Lehman graph kernel for structured data.
Int. J. Wavelets Multiresolution Inf. Process., 2018

Building a cognitive platform for the managed IT services lifecycle.
IBM J. Res. Dev., 2018

GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries.
Appl. Soft Comput., 2018

NL2API: A Framework for Bootstrapping Service Recommendation Using Natural Language Queries.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Juno: An Intelligent Chat Service for IT Service Automation.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

2017
A new transferred feature selection algorithm for customer identification.
Neural Comput. Appl., 2017

The invariant features-based target tracking across multiple cameras.
Multim. Tools Appl., 2017

GMDH-based semi-supervised feature selection for customer classification.
Knowl. Based Syst., 2017

China's energy consumption forecasting by GMDH based auto-regressive model.
J. Syst. Sci. Complex., 2017

The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling.
Int. J. Inf. Technol. Decis. Mak., 2017

Managing vulnerabilities in a cloud native world with bluefix.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

BlueWall: Software defined network management in hybrid enterprise cloud environments.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Cataloger: Catalog Recommendation Service for IT Change Requests.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

Quark: A Methodology to Transform People-Driven Processes to Chatbot Services.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

Design and Evaluation of a Self-Service Delivery Framework.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

SAR real-time guidance system based on multi-scale FAST-BRISK.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

Positioning method for robot soccer based on Kalman filter.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

2016
Linear complexity of generalized cyclotomic binary sequences of order 2d and length 2pm.
Int. J. Wavelets Multiresolution Inf. Process., 2016

Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble.
IEEE Intell. Syst., 2016

Cluster ensemble framework based on the group method of data handling.
Appl. Soft Comput., 2016

The baseband signal simulation system in complex electromagnetic environment based on real-time computation.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

A new charging method for directional DC-DC converters based on MAS theory.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

2015
On the Convergence of Nonconvex Minimization Methods for Image Recovery.
IEEE Trans. Image Process., 2015

Multiple dimensioned mining of financial fluctuation through radial basis function networks.
Neural Comput. Appl., 2015

Feature-selection-based dynamic transfer ensemble model for customer churn prediction.
Knowl. Inf. Syst., 2015

Cloud model-based method for range-constrained thresholding.
Comput. Electr. Eng., 2015

The "six-element" analysis method for the research on the characteristics of terrorist activities.
Ann. Oper. Res., 2015

Measuring enterprise network usage pattern & deploying passive optical LANs.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

FSM-based Wi-Fi power estimation method for smart devices.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Dynamic capacity management and traffic steering in enterprise passive optical networks.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014
Reconciling the Overlay and Underlay Tussle.
IEEE/ACM Trans. Netw., 2014

Walking-Age Analyzer for Healthcare Applications.
IEEE J. Biomed. Health Informatics, 2014

A multiscale modeling approach incorporating ARIMA and anns for financial market volatility forecasting.
J. Syst. Sci. Complex., 2014

A transfer forecasting model for container throughput guided by discrete PSO.
J. Syst. Sci. Complex., 2014

Ensemble ANNs-PSO-GA Approach for Day-ahead Stock E-exchange Prices Forecasting.
Int. J. Comput. Intell. Syst., 2014

A new global quality of service model: QoXphere.
IEEE Commun. Mag., 2014

Energy efficient Wi-Fi management for smart devices.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

A least-square-based approach to improve the accuracy of laser ranging.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

A Transfer Learning Based Classifier Ensemble Model for Customer Credit Scoring.
Proceedings of the Seventh International Joint Conference on Computational Sciences and Optimization, 2014

Software defined enterprise passive optical network.
Proceedings of the 10th International Conference on Network and Service Management, 2014

PowerGuide: Accurate Wi-Fi power estimator for smartphones.
Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

2013
Customer credit scoring based on HMM/GMDH hybrid model.
Knowl. Inf. Syst., 2013

The Design and Implementation of an Energy-Smart Home in Korea.
J. Comput. Sci. Eng., 2013

BreezChirp: Energy efficient Wi-Fi bandwidth estimator for smartphones.
Proceedings of the Fourth International Conference on the Network of the Future, 2013

QOXPHERE: A new QoS framework for future networks.
Proceedings of the 2013 ITU Kaleidoscope: Building Sustainable Communities, 2013

A Dynamic Transfer Ensemble Model for Customer Churn Prediction.
Proceedings of the Sixth International Conference on Business Intelligence and Financial Engineering, 2013

Complex-Valued GMDH-type Neural Network for Real-Valued Classification Problems.
Proceedings of the Sixth International Conference on Business Intelligence and Financial Engineering, 2013

2012
Quaternion switching filter for impulse noise reduction in color image.
Signal Process., 2012

A Hybrid Forecasting Model for Non-Stationary Time Series: An Application to Container Throughput Prediction.
Int. J. Knowl. Syst. Sci., 2012

Dynamic classifier ensemble model for customer classification with imbalanced class distribution.
Expert Syst. Appl., 2012

The impact of network performance on perceived video quality in H.264/AVC.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Comfort-aware home energy management under market-based Demand-Response.
Proceedings of the 8th International Conference on Network and Service Management, 2012

Crude Oil Price Forecasting: A Transfer Learning Based Analog Complexing Model.
Proceedings of the Fifth International Conference on Business Intelligence and Financial Engineering, 2012

Application-centric Wi-Fi energy management on smart phone.
Proceedings of the 14th Asia-Pacific Network Operations and Management Symposium, 2012

Event-based estimation of user experience for network video streaming.
Proceedings of the 14th Asia-Pacific Network Operations and Management Symposium, 2012

2011
A Combined Forecast Method Integrating Contextual Knowledge.
Int. J. Knowl. Syst. Sci., 2011

Internet QoS regulation in future networks: a user-centric approach.
IEEE Commun. Mag., 2011

Dynamic Resource Allocation for Spot Markets in Clouds.
Proceedings of the USENIX Workshop on Hot Topics in Management of Internet, 2011

2010
A dynamic classifier ensemble selection approach for noise data.
Inf. Sci., 2010

Quality of service management for ISPs: A model and implementation methodology based on the ITU-T recommendation E.802 framework.
IEEE Commun. Mag., 2010

Multi-provider service negotiation and contracting in network virtualization.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010

Dynamic Service Placement in Shared Service Hosting Infrastructures.
Proceedings of the NETWORKING 2010, 2010

A user-centric approach to QoS regulation in future networks.
Proceedings of the 2010 ITU-Kaleidoscope: Beyond the Internet?, 2010

Near optimal demand-side energy management under real-time demand-response pricing.
Proceedings of the 6th International Conference on Network and Service Management, 2010

2009
Structure identification of Bayesian classifiers based on GMDH.
Knowl. Based Syst., 2009

Quality of service management for ISP: A model and implementation methodology based on ITU-T Rec. E.802 framework.
Proceedings of the ITU Kaleidoscope 2009: Innovations for Digital Inclusions, Mar del Plata, Argentina, August 31, 2009

Service Engineering for Inter-Domain Overlay Networks.
Proceedings of IEEE International Conference on Communications, 2009

Dynamic Classifier Ensemble Selection Based on GMDH.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Toward Autonomic Networks: Knowledge Management and Self-Stabilization.
Proceedings of the Autonomic Computing and Networking, 2009

2008
Sensor-based architecture for QoS provisioning and fast handoff management in WLANs.
Ann. des Télécommunications, 2008

CyberPlanner: A comprehensive toolkit for network service providers.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

2007
Assessing network service profitability: modeling from market science perspective.
IEEE/ACM Trans. Netw., 2007

Resource and service discovery in large-scale multi-domain networks.
IEEE Commun. Surv. Tutorials, 2007

2005
QoS-aware service composition and adaptation in autonomic communication.
IEEE J. Sel. Areas Commun., 2005

Service naming in large-scale and multi-domain networks.
IEEE Commun. Surv. Tutorials, 2005

QoS-aware service composition in large scale multi-domain networks.
Proceedings of the Integrated Network Management, 2005

2004
Customer-centric network upgrade strategy: maximizing investment benefits for enhanced service quality.
Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

Overlay Wireless Sensor Networks for Application-Adaptive Scheduling in WLAN.
Proceedings of the High Speed Networks and Multimedia Communications, 2004

2002
Network Management: State of the Art.
Proceedings of the Communication Systems: The State of the Art, IFIP 17<sup>th</sup> World Computer Congress, 2002

1999
Optimization of mass and rigidity distributions for flexible manipulators.
Proceedings of the Computers and Their Applications (CATA-99), 1999

1997
Modeling liquid phase oxygenation process using neural network.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997


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