Toly Chen

Orcid: 0000-0002-5608-5176

Affiliations:
  • National Chiao Tung University, Hsinchu, Taiwan
  • Feng Chia University, Department of Industrial Engineering and Systems Management, Taiwan (former)


According to our database1, Toly Chen authored at least 154 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
A heterogeneous fuzzy collaborative intelligence approach: Air quality monitor selection study.
Appl. Soft Comput., December, 2024

Adapted techniques of explainable artificial intelligence for explaining genetic algorithms on the example of job scheduling.
Expert Syst. Appl., March, 2024

A fuzzy collaborative forecasting approach based on XAI applications for cycle time range estimation.
Appl. Soft Comput., January, 2024

A deep neural network with modified random forest incremental interpretation approach for diagnosing diabetes in smart healthcare.
Appl. Soft Comput., 2024

Explainable Ambient Intelligence (XAmI) - Explainable Artificial Intelligence Applications in Smart Life
Springer, ISBN: 978-3-031-54934-2, 2024

2023
A partial-consensus and unequal-authority fuzzy collaborative intelligence approach for assessing robotic applications amid the COVID-19 pandemic.
Soft Comput., November, 2023

An efficient approximating alpha-cut operations approach for deriving fuzzy priorities in fuzzy multi-criterion decision-making.
Appl. Soft Comput., May, 2023

Special issue on ambient intelligence and ergonomics in Asia 2017.
J. Ambient Intell. Humaniz. Comput., 2023

Special issue on ambient intelligence and ergonomics in Asia 2019.
J. Ambient Intell. Humaniz. Comput., 2023

2022
Type-II fuzzy collaborative intelligence for assessing cloud manufacturing technology applications.
Robotics Comput. Integr. Manuf., 2022

A Fuzzy Collaborative Intelligence Approach to Group Decision-Making: a Case Study of Post-COVID-19 Restaurant Transformation.
Cogn. Comput., 2022

Fuzzified deep neural network ensemble approach for estimating cycle time range.
Appl. Soft Comput., 2022

An FGM decomposition-based fuzzy MCDM method for selecting smart technology applications to support mobile health care during and after the COVID-19 pandemic.
Appl. Soft Comput., 2022

2021
Fuzzy collaborative intelligence fuzzy analytic hierarchy process approach for selecting suitable three-dimensional printers.
Soft Comput., 2021

Diverse three-dimensional printing capacity planning for manufacturers.
Robotics Comput. Integr. Manuf., 2021

A Ubiquitous Clinic Recommendation System Using the Modified Mixed-Binary Nonlinear Programming-Feedforward Neural Network Approach.
J. Theor. Appl. Electron. Commer. Res., 2021

A type-II fuzzy collaborative forecasting approach for productivity forecasting under an uncertainty environment.
J. Ambient Intell. Humaniz. Comput., 2021

Assessing Mobile and Smart Technology Applications for Active and Healthy Aging using a Fuzzy Collaborative Intelligence Approach.
Cogn. Comput., 2021

A diversified AHP-tree approach for multiple-criteria supplier selection.
Comput. Manag. Sci., 2021

Constructing a Precise Fuzzy Feedforward Neural Network Using an Independent Fuzzification Approach.
Axioms, 2021

A calibrated piecewise-linear FGM approach for travel destination recommendation during the COVID-19 pandemic.
Appl. Soft Comput., 2021

2020
Guaranteed-consensus posterior-aggregation fuzzy analytic hierarchy process method.
Neural Comput. Appl., 2020

Interval fuzzy number-based approach for modeling an uncertain fuzzy yield learning process.
J. Ambient Intell. Humaniz. Comput., 2020

A fuzzy nonlinear programming approach for planning energy-efficient wafer fabrication factories.
Appl. Soft Comput., 2020

A fuzzy collaborative forecasting approach considering experts' unequal levels of authority.
Appl. Soft Comput., 2020

A fuzzy ubiquitous traveler clustering and hotel recommendation system by differentiating travelers' decision-making behaviors.
Appl. Soft Comput., 2020

2019
An incremental learning and integer-nonlinear programming approach to mining users' unknown preferences for ubiquitous hotel recommendation.
J. Ambient Intell. Humaniz. Comput., 2019

Ambient intelligence and ergonomics in Asia.
J. Ambient Intell. Humaniz. Comput., 2019

A fuzzy polynomial fitting and mathematical programming approach for enhancing the accuracy and precision of productivity forecasting.
Comput. Math. Organ. Theory, 2019

An innovative yield learning model considering multiple learning sources and learning source interactions.
Comput. Ind. Eng., 2019

A classifying ubiquitous clinic recommendation approach for forming patient groups and recommending suitable clinics.
Comput. Ind. Eng., 2019

Approximating alpha-cut operations approach for effective and efficient fuzzy analytic hierarchy process analysis.
Appl. Soft Comput., 2019

Fuzzy approach for production planning by using a three-dimensional printing-based ubiquitous manufacturing system.
Artif. Intell. Eng. Des. Anal. Manuf., 2019

2018
Integer nonlinear programming and optimized weighted-average approach for mobile hotel recommendation by considering travelers' unknown preferences.
Oper. Res., 2018

A multi-granularity approach for estimating the sustainability of a factory simulation model: semiconductor packaging as an example.
Oper. Res., 2018

A fuzzy collaborative intelligence approach for estimating future yield with DRAM as an example.
Oper. Res., 2018

Optimization of ambient intelligence systems.
Oper. Res., 2018

Optimal multiple-period scheduling and sequencing of operating room and intensive care unit.
Oper. Res., 2018

Optimal operating room scheduling for normal and unexpected events in a smart hospital.
Oper. Res., 2018

Application of industrial engineering concepts and techniques to ambient intelligence: a case study.
J. Ambient Intell. Humaniz. Comput., 2018

INLP-BPN approach for recommending hotels to a mobile traveler.
J. Ambient Intell. Humaniz. Comput., 2018

Solving data preprocessing problems in existing location-aware systems.
J. Ambient Intell. Humaniz. Comput., 2018

Smart technologies for assisting the life quality of persons in a mobile environment: a review.
J. Ambient Intell. Humaniz. Comput., 2018

Fuzzy and nonlinear programming approach for optimizing the performance of ubiquitous hotel recommendation.
J. Ambient Intell. Humaniz. Comput., 2018

An innovative fuzzy and artificial neural network approach for forecasting yield under an uncertain learning environment.
J. Ambient Intell. Humaniz. Comput., 2018

Advanced ambient intelligence system informatics.
J. Ambient Intell. Humaniz. Comput., 2018

Optimizing performance of rigid polyurethane foam using FGP models.
J. Ambient Intell. Humaniz. Comput., 2018

Fitting an uncertain productivity learning process using an artificial neural network approach.
Comput. Math. Organ. Theory, 2018

Estimating unit cost using agent-based fuzzy collaborative intelligence approach with entropy-consensus.
Appl. Soft Comput., 2018

Advanced Artificial Neural Networks.
Algorithms, 2018

2017
New fuzzy method for improving the precision of productivity predictions for a factory.
Neural Comput. Appl., 2017

Predictive distant operation and virtual control of computer numerical control machines.
J. Intell. Manuf., 2017

A new cloud computing method for establishing asymmetric cycle time intervals in a wafer fabrication factory.
J. Intell. Manuf., 2017

A digital equipment identifier system.
J. Intell. Manuf., 2017

Estimating the simulation workload for factory simulation as a cloud service.
J. Intell. Manuf., 2017

Cloud intelligence in manufacturing.
J. Intell. Manuf., 2017

Feasibility Evaluation and Optimization of a Smart Manufacturing System Based on 3D Printing: A Review.
Int. J. Intell. Syst., 2017

Ubiquitous Hotel Recommendation Using a Fuzzy-Weighted-Average and Backpropagation-Network Approach.
Int. J. Intell. Syst., 2017

Editorial: Cloud-Based Manufacturing and Service Systems.
Int. J. Intell. Syst., 2017

Ubiquitous clinic recommendation by predicting a patient's preferences.
Electron. Commer. Res. Appl., 2017

An ANN approach for modeling the multisource yield learning process with semiconductor manufacturing as an example.
Comput. Ind. Eng., 2017

A heterogeneous fuzzy collaborative intelligence approach for forecasting the product yield.
Appl. Soft Comput., 2017

2016
A simulation analysis of part launching and order collection decisions for a flexible manufacturing system.
Simul. Model. Pract. Theory, 2016

Asymmetric cycle time bounding in semiconductor manufacturing: an efficient and effective back-propagation-network-based method.
Oper. Res., 2016

Fuzzy back-propagation network approach for estimating the simulation workload.
Neural Comput. Appl., 2016

Ubiquitous Multicriteria Clinic Recommendation System.
J. Medical Syst., 2016

Ambient intelligence and ergonomics in Asia.
J. Ambient Intell. Humaniz. Comput., 2016

Embedding a back propagation network into fuzzy c-means for estimating job cycle time: wafer fabrication as an example.
J. Ambient Intell. Humaniz. Comput., 2016

Fuzzy neural network approach to optimizing process performance by using multiple responses.
J. Ambient Intell. Humaniz. Comput., 2016

Estimating job cycle time in a wafer fabrication factory: A novel and effective approach based on post-classification.
Appl. Soft Comput., 2016

A fuzzy integer-nonlinear programming approach for creating a flexible just-in-time location-aware service in a mobile environment.
Appl. Soft Comput., 2016

A Factory Simulation System based on Cloud Services and Portable Scheduling Intelligence.
Proceedings of the 8th International Conference on Information Management and Engineering, 2016

2015
A fuzzy back-propagation network approach for planning actions to shorten the cycle time of a job in dynamic random access memory manufacturing.
Neural Comput. Appl., 2015

Combining statistical analysis and artificial neural network for classifying jobs and estimating the cycle times in wafer fabrication.
Neural Comput. Appl., 2015

CART-BPN approach for estimating cycle time in wafer fabrication.
J. Ambient Intell. Humaniz. Comput., 2015

Ambient intelligence and ergonomics in Asia.
J. Ambient Intell. Humaniz. Comput., 2015

Fuzzy Collaborative Intelligence and Systems.
Int. J. Intell. Syst., 2015

An Improved Fuzzy Collaborative System for Predicting the Unit Cost of a DRAM Product.
Int. J. Intell. Syst., 2015

An Efficient and Effective Fuzzy Collaborative Intelligence Approach for Cycle Time Estimation in Wafer Fabrication.
Int. J. Intell. Syst., 2015

Enhancing the performance of a ubiquitous location-aware service system using a fuzzy collaborative problem solving strategy.
Comput. Ind. Eng., 2015

A PCA-BPN approach for estimating simulation workload in cloud manufacturing.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

2014
An Agent-Based Fuzzy Collaborative Intelligence Approach for Precise and Accurate Semiconductor Yield Forecasting.
IEEE Trans. Fuzzy Syst., 2014

The Symmetric-Partitioning and Incremental-Relearning Classification and Back-Propagation-Network Tree Approach for Cycle Time Estimation in Wafer Fabrication.
Symmetry, 2014

Fuzzy Nonlinear Programming with Applications in Decision Making.
J. Appl. Math., 2014

A Fuzzy Parallel Processing Scheme for Enhancing the Effectiveness of a Dynamic Just-in-time Location-aware Service System.
Entropy, 2014

Forecasting the productivity of a virtual enterprise by agent-based fuzzy collaborative intelligence - With Facebook as an example.
Appl. Soft Comput., 2014

2013
A fuzzy-neural approach for supporting three-objective job scheduling in a wafer fabrication factory.
Neural Comput. Appl., 2013

A Fuzzy Nonlinear Programming Approach for Optimizing the Performance of a Four-Objective Fluctuation Smoothing Rule in a Wafer Fabrication Factory.
J. Appl. Math., 2013

A Biobjective Fuzzy Integer-Nonlinear Programming Approach for Creating an Intelligent Location-Aware Service.
J. Appl. Math., 2013

A Fuzzy Rule for Improving the Performance of Multiobjective Job Dispatching in a Wafer Fabrication Factory.
J. Appl. Math., 2013

Internal Due Date Assignment in a Wafer Fabrication Factory by an Effective Fuzzy-Neural Approach.
J. Appl. Math., 2013

A post-classifying fuzzy-neural and data-fusion rule for job scheduling in a wafer fab - a simulation study.
Int. J. Manuf. Res., 2013

Some Linear Fuzzy Collaborative Forecasting Models for Semiconductor Unit Cost Forecasting.
Int. J. Fuzzy Syst. Appl., 2013

A Fuzzy Collaborative Sensor Network for Semiconductor Manufacturing Cycle Time Forecasting.
Int. J. Distributed Sens. Networks, 2013

Establishing a Just-in-Time and Ubiquitous Output System.
Int. J. Ambient Comput. Intell., 2013

An effective fuzzy collaborative forecasting approach for predicting the job cycle time in wafer fabrication.
Comput. Ind. Eng., 2013

A collaborative and artificial intelligence approach for semiconductor cost forecasting.
Comput. Ind. Eng., 2013

Forecasting the yield of a semiconductor product with a collaborative intelligence approach.
Appl. Soft Comput., 2013

2012
Intelligent scheduling approaches for a wafer fabrication factory.
J. Intell. Manuf., 2012

A localised fuzzy-neural fluctuation smoothing rule for job scheduling in a wafer fab.
Int. J. Manuf. Res., 2012

A study on the construction of a ubiquitous customer relationship management system with RFID - a case study.
Int. J. Inf. Commun. Technol., 2012

A Fuzzy Fluctuation Smoothing Rule for Job Dispatching in a Wafer Fabrication Factory: A Simulation Study.
Int. J. Fuzzy Syst. Appl., 2012

A PCA-FBPN Approach for Job Cycle Time Estimation in a Wafer Fabrication Factory.
Int. J. Fuzzy Syst. Appl., 2012

An Integrated Project Management System for Facilitating Knowledge Learning.
Int. J. Enterp. Inf. Syst., 2012

Enhancing Scheduling Performance for a Wafer Fabrication Factory: The Biobjective Slack-Diversifying Nonlinear Fluctuation-Smoothing Rule.
Comput. Intell. Neurosci., 2012

A collaborative fuzzy-neural approach for long-term load forecasting in Taiwan.
Comput. Ind. Eng., 2012

Forecasting the Unit Cost of a Product with Some Linear Fuzzy Collaborative Forecasting Models.
Algorithms, 2012

An Agent-Based Fuzzy Collaborative Intelligence Approach for Predicting the Price of a Dynamic Random Access Memory (DRAM) Product.
Algorithms, 2012

Applied Neural Intelligence to Modeling, Control, and Management of Human Systems and Environments.
Appl. Comput. Intell. Soft Comput., 2012

A Nonlinear Programming and Artificial Neural Network Approach for Optimizing the Performance of a Job Dispatching Rule in a Wafer Fabrication Factory.
Appl. Comput. Intell. Soft Comput., 2012

An agent-based fuzzy-neural approach for precise energy consumption forecasting.
Proceedings of the IEEE Online Conference on Green Communications, 2012

2011
A Dynamically Optimized Fluctuation Smoothing Rule for Scheduling Jobs in a Wafer Fabrication Factory.
Int. J. Intell. Inf. Technol., 2011

Modelling the Long-Term Cost Competitiveness of a Semiconductor Product with a Fuzzy Approach.
Int. J. Fuzzy Syst. Appl., 2011

Applying a Fuzzy and Neural Approach for Forecasting the Foreign Exchange Rate.
Int. J. Fuzzy Syst. Appl., 2011

A fuzzy-neural approach for global CO2 concentration forecasting.
Intell. Data Anal., 2011

A self-adaptive agent-based fuzzy-neural scheduling system for a wafer fabrication factory.
Expert Syst. Appl., 2011

A hybrid fuzzy and neural approach for DRAM price forecasting.
Comput. Ind., 2011

Applying the hybrid fuzzy c-means-back propagation network approach to forecast the effective cost per die of a semiconductor product.
Comput. Ind. Eng., 2011

2010
Fuzzy Technology in Advanced Manufacturing Systems: A Fuzzy-Neural Approach to Job Remaining Cycle Time Estimation.
Proceedings of the Production Engineering and Management under Fuzziness, 2010

A Fuzzy-Neural Approach with Collaboration Mechanisms for Semiconductor Yield Forecasting.
Int. J. Intell. Inf. Technol., 2010

An optimized tailored nonlinear fluctuation smoothing rule for scheduling a semiconductor manufacturing factory.
Comput. Ind. Eng., 2010

2009
A Fuzzy-Neural Fluctuation Smoothing Rule for Scheduling Jobs with Various Priorities in a semiconductor Manufacturing Factory.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2009

A fuzzy-neural knowledge-based system for job completion time prediction and internal due date assignment in a wafer fabrication plant.
Int. J. Syst. Sci., 2009

A fuzzy set approach for evaluating and enhancing the mid-term competitiveness of a semiconductor factory.
Fuzzy Sets Syst., 2009

An online collaborative semiconductor yield forecasting system.
Expert Syst. Appl., 2009

Enhancing the yield competitiveness of a semiconductor fabrication factory with dynamic capacity re-allocation.
Comput. Ind. Eng., 2009

Fuzzy-neural approaches with example post-classification for estimating job cycle time in a wafer fab.
Appl. Soft Comput., 2009

A fuzzy back propagation network ensemble with example classification for lot output time prediction in a wafer fab.
Appl. Soft Comput., 2009

Evaluating and Enhancing the Long-Term Competitiveness of a Semiconductor Product.
Proceedings of the Next-Generation Applied Intelligence, 2009

2008
A Fuzzy-Neural System Incorporating Unequally Important Expert Opinions for semiconductor Yield Forecasting.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

A hybrid fuzzy-neural approach to job completion time prediction in a semiconductor fabrication factory.
Neurocomputing, 2008

A hybrid intelligent approach for output projection in a semiconductor fabrication plant.
Intell. Data Anal., 2008

An intelligent mechanism for lot output time prediction and achievability evaluation in a wafer fab.
Comput. Ind. Eng., 2008

A fuzzy-neural and multiple-bucket approach for estimating lot cycle time in a wafer fab with dynamic product mix.
Comput. Ind. Eng., 2008

Self-adaptive Agent-Based Dynamic Scheduling for a Semiconductor Manufacturing Factory.
Proceedings of the From Animals to Animats 10, 2008

Online Collaborative Stock Control and Selling Among E-Retailers.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
A Fuzzy-Neural Approach with BPN Post-classification for Job Completion Time Prediction in a Semiconductor Fabrication Plant.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

A Hybrid ANN-FIR System for Lot Output Time Prediction and Achievability Evaluation in a Wafer Fab.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Predicting Job Completion Time in a Wafer Fab with a Recurrent Hybrid Neural Network.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Predicting Wafer-Lot Output Time With a Hybrid FCM-FBPN Approach.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Incorporating fuzzy c-means and a back-propagation network ensemble to job completion time prediction in a semiconductor fabrication factory.
Fuzzy Sets Syst., 2007

Obtaining the optimal cache document replacement policy for the caching system of an EC website.
Eur. J. Oper. Res., 2007

Evaluating the mid-term competitiveness of a product in a semiconductor fabrication factory with a systematic procedure.
Comput. Ind. Eng., 2007

An intelligent hybrid system for wafer lot output time prediction.
Adv. Eng. Informatics, 2007

2006
A Hybrid SOM-BPN Approach to Lot Output Time Prediction in a Wafer Fab.
Neural Process. Lett., 2006

A Hybrid and Intelligent System for Predicting Lot Output Time in a Semiconductor Fabrication Factory.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

A Fuzzy Set Approach for Evaluating the Achievability of an Output Time Forecast in a Wafer Fabrication Plant.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

A Look-Ahead Fuzzy Back Propagation Network for Lot Output Time Series Prediction in a Wafer Fab.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Applying an Intelligent Neural System to Predicting Lot Output Time in a Semiconductor Fabrication Factory.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
A new cache document replacement policy considering the contribution to sales.
Electron. Commer. Res. Appl., 2005

2003
A fuzzy mid-term single-fab production planning model.
J. Intell. Manuf., 2003

A fuzzy back propagation network for output time prediction in a wafer fab.
Appl. Soft Comput., 2003

2001
A fuzzy set approach for event tree analysis.
Fuzzy Sets Syst., 2001

1999
Forecasting methods using fuzzy concepts.
Fuzzy Sets Syst., 1999


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