Andrew Kusiak

J. Intell. Manuf., January, 2024

Federated explainable artificial intelligence (fXAI): a digital manufacturing perspective.

[BibT_eX]

[DOI]

Int. J. Prod. Res., January, 2024

2023

Predictive models in digital manufacturing: research, applications, and future outlook.

[BibT_eX]

[DOI]

Int. J. Prod. Res., September, 2023

Manufacturing metaverse.

[BibT_eX]

[DOI]

J. Intell. Manuf., August, 2023

Active Broad-Transfer Learning Algorithm for Class-Imbalanced Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

2022

Guest Editorial: Special Section on Internet of Things and Artificial Intelligence for Product Life-Cycle Management of Complex Equipment.

[BibT_eX]

[DOI]

Jiafu Wan

Min Xia

IEEE Trans. Ind. Informatics, 2022

Universal manufacturing: data, resiliency, and sustainability linkages.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2022

Resiliency of Smart Manufacturing Enterprises via Information Integration.

[BibT_eX]

[DOI]

Ananya Sheth

J. Ind. Inf. Integr., 2022

Designing a resilient production system with reconfigurable machines and movable buffers.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2022

Universal manufacturing: enablers, properties, and models.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2022

From digital to universal manufacturing.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2022

Prognosis of Rotor Parts Fly-off Based on Cascade Classification and Online Prediction Ability Index.

[BibT_eX]

[DOI]

Yingjun Shen

CoRR, 2022

2021

Predictive Modeling With an Adaptive Unsupervised Broad Transfer Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges.

[BibT_eX]

[DOI]

Miguel Martínez-García

Di Li

Proc. IEEE, 2021

Enhancing Generalizability of Predictive Models with Synergy of Data and Physics.

[BibT_eX]

[DOI]

Yingjun Shen

CoRR, 2021

2020

Extreme science and engineering.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2020

Resilient manufacturing.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2020

Service manufacturing = Process-as-a-Service + Manufacturing Operations-as-a-Service.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2020

Open manufacturing: a design-for-resilience approach.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2020

Convolutional and generative adversarial neural networks in manufacturing.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2020

A Deep Learning Model for Measuring Oxygen Content of Boiler Flue Gas.

[BibT_eX]

[DOI]

Zhenhao Tang

Yanyan Li

IEEE Access, 2020

2019

Editorial: Intelligent manufacturing: bridging two centuries.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2019

From data to big data in production research: the past and future trends.

[BibT_eX]

[DOI]

Yong-Hong Kuo

Int. J. Prod. Res., 2019

Fundamentals of smart manufacturing: A multi-thread perspective.

[BibT_eX]

[DOI]

Annu. Rev. Control., 2019

2018

Smart manufacturing.

[BibT_eX]

[DOI]

Int. J. Prod. Res., 2018

2017

Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts.

[BibT_eX]

[DOI]

IEEE Access, 2017

2016

Renewables: Share data on wind energy.

[BibT_eX]

[DOI]

Nat., 2016

Assessment of corporate innovation capability with a data-mining approach: industrial case studies.

[BibT_eX]

[DOI]

Serkan Altuntas

Türkay Dereli

Comput. Ind. Eng., 2016

2015

Data-driven minimization of pump operating and maintenance cost.

[BibT_eX]

[DOI]

Zijun Zhang

Xiaofei He

Eng. Appl. Artif. Intell., 2015

2014

Introduction to the thematic issue on Ambient and Smart Component Technologies for Human Centric Computing.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2014

Prediction of methane production in wastewater treatment facility: a data-mining approach.

[BibT_eX]

[DOI]

Xiupeng Wei

Ann. Oper. Res., 2014

2013

Modeling and Prediction of Rainfall Using Radar Reflectivity Data: A Data-Mining Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Scheduling electric power production at a wind farm.

[BibT_eX]

[DOI]

Zijun Zhang

Eur. J. Oper. Res., 2013

Predicting the total suspended solids in wastewater: A data-mining approach.

[BibT_eX]

[DOI]

Anoop Prakash Verma

Xiupeng Wei

Eng. Appl. Artif. Intell., 2013

Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach.

[BibT_eX]

[DOI]

Yaohui Zeng

Zijun Zhang

Eng. Appl. Artif. Intell., 2013

2012

Guest Editorial Special Section on Intelligent Buildings and Home Energy Management in a Smart Grid Environment.

[BibT_eX]

[DOI]

Lingfeng Wang

Anastasios I. Dounis

IEEE Trans. Smart Grid, 2012

Guest Editorial Special Section on Integration of Intermittent Renewable Energy Resources Into Power Grid.

[BibT_eX]

[DOI]

Lingfeng Wang

Chanan Singh

IEEE Syst. J., 2012

Guest Editorial: Special Issue on Integration of Intermittent Renewable Energy Resources Into Power Grid.

[BibT_eX]

[DOI]

Lingfeng Wang

Chanan Singh

IEEE Syst. J., 2012

2011

Mining Markov chain transition matrix from wind speed time series data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

Special Issue on Computational Intelligence in Smart Grid [Guest Editorial].

[BibT_eX]

[DOI]

Haibo He

IEEE Comput. Intell. Mag., 2011

2010

Multiobjective Optimization of Temporal Processes.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Mining Authoritativeness of Collaborative Innovation Partners.

[BibT_eX]

[DOI]

Joseph Engler

Int. J. Comput. Commun. Control, 2010

Mining Pareto-optimal modules for delayed product differentiation.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2010

Relabeling algorithm for retrieval of noisy instances and improving prediction quality.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2010

2009

Optimization of Temporal Processes: A Model Predictive Control Approach.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Intelligent Environments and Services.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2009

2008

EI2N 2008 PC Co-chairs' Message.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

2007

Planning Product Configurations Based on Sales Data.

[BibT_eX]

[DOI]

Matthew R. Smith

IEEE Trans. Syst. Man Cybern. Part C, 2007

Computational Intelligence in Product Design Engineering: Review and Trends.

[BibT_eX]

[DOI]

Filippo A. Salustri

IEEE Trans. Syst. Man Cybern. Part C, 2007

Constraint-Based Control of Boiler Efficiency: A Data-Mining Approach.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2007

Design for Cost: Module-Based Mass Customization.

[BibT_eX]

[DOI]

Catherine Da Cunha

Bruno Agard

IEEE Trans Autom. Sci. Eng., 2007

Innovation science: a primer.

[BibT_eX]

[DOI]

Int. J. Comput. Appl. Technol., 2007

Cancer gene search with data-mining and genetic algorithms.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2007

Data mining in design of products and production systems.

[BibT_eX]

[DOI]

Matthew R. Smith

Annu. Rev. Control., 2007

2006

Combustion efficiency optimization and virtual testing: a data-mining approach.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2006

Data-mining-based system for prediction of water chemistry faults.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2006

Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment.

[BibT_eX]

[DOI]

Michael A. O'Donnell

Comput. Biol. Medicine, 2006

Hypoplastic left heart syndrome: knowledge discovery with a data mining approach.

[BibT_eX]

[DOI]

Christopher A. Caldarone

Comput. Biol. Medicine, 2006

Innovation Science.

[BibT_eX]

[DOI]

Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006

2005

XML-Based Modeling of Corporate Memory.

[BibT_eX]

[DOI]

Chun-Che Huang

Tzu-Liang Tseng

IEEE Trans. Syst. Man Cybern. Part A, 2005

Optimizing combustion efficiency of a circulating fluidized boiler: A data mining approach.

[BibT_eX]

[DOI]

Alex Burns

Ferman Milster

Int. J. Knowl. Based Intell. Eng. Syst., 2005

Predicting survival time for kidney dialysis patients: a data mining approach.

[BibT_eX]

[DOI]

Bradley Dixon

Comput. Biol. Medicine, 2005

Mining Temporal Data: A Coal-Fired Boiler Case Study.

[BibT_eX]

[DOI]

Alex Burns

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Data Mining for Selection of Manufacturing Processes.

[BibT_eX]

Bruno Agard

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Data mining and genetic algorithm based gene/SNP selection.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2004

Mining Transformed Data Sets.

[BibT_eX]

[DOI]

Alex Burns

Terry Letsche

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

Mining temporal data sets: hypoplastic left heart syndrome case study.

[BibT_eX]

[DOI]

Christopher A. Caldarone

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

2002

Data mining and decision making.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

2001

Data mining of printed-circuit board defects.

[BibT_eX]

[DOI]

Christian Kurasek

IEEE Trans. Robotics Autom., 2001

The G-algorithm for extraction of robust decision rules children's postoperative intra-atrial arrhythmia case study.

[BibT_eX]

[DOI]

Ian H. Law

Dick MacDonald II

IEEE Trans. Inf. Technol. Biomed., 2001

Decomposition in data mining: a medical case study.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2001

2000

Autonomous decision-making: a data mining approach.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2000

A graph-theoretic approach to conceptual design with functional perspectives.

[BibT_eX]

[DOI]

Latif Al-Hakim

Joseph Mathew

Comput. Aided Des., 2000

Data Mining in Engineering Design: A Case Study.

[BibT_eX]

[DOI]

Bill T. L. Tseng

Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1998

Modularity in design of products and systems.

[BibT_eX]

[DOI]

Chun-Che Huang

IEEE Trans. Syst. Man Cybern. Part A, 1998

Delayed product differentiation: a design and manufacturing perspective.

[BibT_eX]

[DOI]

David He

Tzu-Liang Tseng

Comput. Aided Des., 1998

1997

Dynamic scheduling of design activities with resource constraints.

[BibT_eX]

[DOI]

Upendra Belhe

IEEE Trans. Syst. Man Cybern. Part A, 1997

Modeling manufacturing dependability.

[BibT_eX]

[DOI]

Armen Zakarian

IEEE Trans. Robotics Autom., 1997

Design of assembly systems for modular products.

[BibT_eX]

[DOI]

David He

IEEE Trans. Robotics Autom., 1997

Design for an Enterprise.

[BibT_eX]

[DOI]

David He

Proceedings of the Enterprise Engineering and Integration: Building International Consensus, 1997

Services for Integration - Workshop 5, Working Group 2.

[BibT_eX]

[DOI]

Proceedings of the Enterprise Engineering and Integration: Building International Consensus, 1997

A Human Factors Taxonomy and Human Modeling in Enterprises - Workshop 1, Working Group 1.

[BibT_eX]

[DOI]

Proceedings of the Enterprise Engineering and Integration: Building International Consensus, 1997

1996

Managing design processes: a risk assessment approach.

[BibT_eX]

[DOI]

Nick Larson

IEEE Trans. Syst. Man Cybern. Part A, 1996

Scheduling design activities with a pull system approach.

[BibT_eX]

[DOI]

Upendra Belhe

IEEE Trans. Robotics Autom., 1996

Cost evaluation in design with form features.

[BibT_eX]

[DOI]

Chang-Xue Feng

Chun-Che Huang

Comput. Aided Des., 1996

Representation of functions and features in detail design.

[BibT_eX]

[DOI]

Comput. Aided Des., 1996

1995

Dependency analysis in constraint negotiation.

[BibT_eX]

[DOI]

Juite Wang

IEEE Trans. Syst. Man Cybern., 1995

Deterministic tolerance synthesis: a comparative study.

[BibT_eX]

[DOI]

Chang-Xue Feng

Comput. Aided Des., 1995

Constraint-based design of parts.

[BibT_eX]

[DOI]

Chang-Xue Feng

Comput. Aided Des., 1995

1993

Scheduling with alternative operations.

[BibT_eX]

[DOI]

Jaekyoung Ahn

Weihua He

IEEE Trans. Robotics Autom., 1993

Summary of Mini-Symposium II..

[BibT_eX]

Imre Horváth

Proceedings of the Knowledge Based Hybrid Systems, 1993

Concurrent Engineering: Models and Solution Approaches.

[BibT_eX]

Proceedings of the Knowledge Based Hybrid Systems, 1993

Summary of Mini-Symposium I.

[BibT_eX]

Imre Horváth

Proceedings of the Knowledge Based Hybrid Systems, 1993

1991

Process planning: a knowledge-based and optimization perspective.

[BibT_eX]

[DOI]

IEEE Trans. Robotics Autom., 1991

1990

Manufacturing systems: A knowledge- and optimization-based approach.

[BibT_eX]

[DOI]

J. Intell. Robotic Syst., 1990

Editorial.

[BibT_eX]

[DOI]

J. Intell. Manuf., 1990

1989

Expert Systems and Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 1989

Aggregate scheduling of a flexible machining and assembly system.

[BibT_eX]

[DOI]

IEEE Trans. Robotics Autom., 1989

1988

Selection of process plans in automated manufacturing systems.

[BibT_eX]

[DOI]

Gerd Finke

IEEE J. Robotics Autom., 1988

Decomposition of manufacturing systems.

[BibT_eX]

[DOI]

Wing S. Chow

IEEE J. Robotics Autom., 1988

Computer integrated manufacturing: a structural perspective.

[BibT_eX]

[DOI]

IEEE Netw., 1988

Machine Layout Problem in Flexible Manufacturing Systems.

[BibT_eX]

[DOI]

Oper. Res., 1988

Artificial Intelligence Approach to Production Planning.

[BibT_eX]

[DOI]

Proceedings of the Computer-Aided Production Management, 1988

Operations Research Models and Techniques.

[BibT_eX]

[DOI]

Wing S. Chow

Proceedings of the Computer-Aided Production Management, 1988

1987

An Efficient Cluster Identification Algorithm.

[BibT_eX]

[DOI]

Wing S. Chow

IEEE Trans. Syst. Man Cybern., 1987

Hierarchical approach to the process planning problem.

[BibT_eX]

[DOI]

Gerd Finke

Discret. Appl. Math., 1987

Architectures of expert systems for scheduling flexible manufacturing systems.

[BibT_eX]

[DOI]

Agostino Villa

Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987

1986

The process plan selection problem.

[BibT_eX]

[DOI]

Gerd Finke

Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

FMS scheduling: A crucial element in an expert system control structure.

[BibT_eX]

[DOI]

Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

1985

Grouping problem in scheduling flexible manufacturing systems.

[BibT_eX]

[DOI]

Anthony Vannelli

K. Ravi Kumar

Robotica, 1985

Planning of flexible manufacturing systems.

[BibT_eX]

[DOI]

Robotica, 1985

1984

Analysis of integer programming formulations of clustering problems.

[BibT_eX]

[DOI]