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Andrew Kusiak - Publications

Affiliations: 
1983-1986 Dalhousie University, Halifax, Nova Scotia, Canada 
 1985-1988 University of Manitoba, Winnipeg, Manitoba, Canada 
 1988- Industrial Engineering University of Iowa, Iowa City, IA 
Area:
intelligent manufacturing, wind energy, manufacturing systems, smart manufacturing, innovation science
Website:
https://engineering.uiowa.edu/people/andrew-kusiak
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212 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Tang Z, Li Y, Kusiak A. A Deep Learning Model for Measuring Oxygen Content of Boiler Flue Gas Ieee Access. 8: 12268-12278. DOI: 10.1109/Access.2020.2965199  0.358
2020 Kusiak A. Open manufacturing: a design-for-resilience approach International Journal of Production Research. 58: 4647-4658. DOI: 10.1080/00207543.2020.1770894  0.312
2019 Kusiak A. Convolutional and generative adversarial neural networks in manufacturing International Journal of Production Research. 58: 1594-1604. DOI: 10.1080/00207543.2019.1662133  0.306
2019 Zhu J, Shen Y, Song Z, Zhou D, Zhang Z, Kusiak A. Data-driven building load profiling and energy management Sustainable Cities and Society. 49: 101587. DOI: 10.1016/J.Scs.2019.101587  0.638
2019 Kusiak A. Service manufacturing: Basic concepts and technologies Journal of Manufacturing Systems. 52: 198-204. DOI: 10.1016/J.Jmsy.2019.07.002  0.352
2019 Kusiak A. Fundamentals of smart manufacturing: A multi-thread perspective Annual Reviews in Control. 47: 214-220. DOI: 10.1016/J.Arcontrol.2019.02.001  0.345
2018 He Y, Kusiak A. Performance Assessment of Wind Turbines: Data-Derived Quantitative Metrics Ieee Transactions On Sustainable Energy. 9: 65-73. DOI: 10.1109/Tste.2017.2715061  0.369
2018 Kuo Y, Kusiak A. From data to big data in production research: the past and future trends International Journal of Production Research. 57: 4828-4853. DOI: 10.1080/00207543.2018.1443230  0.326
2018 Tao F, Qi Q, Liu A, Kusiak A. Data-driven smart manufacturing Journal of Manufacturing Systems. 48: 157-169. DOI: 10.1016/J.Jmsy.2018.01.006  0.387
2017 Kusiak A. Smart manufacturing must embrace big data. Nature. 544: 23-25. PMID 28383012 DOI: 10.1038/544023A  0.345
2017 Long H, Zhang Z, Song Z, Kusiak A. Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts Ieee Access. 5: 1810-1819. DOI: 10.1109/Access.2017.2657638  0.673
2017 Ouyang T, Zha X, Qin L, Kusiak A. Optimisation of time window size for wind power ramps prediction Iet Renewable Power Generation. 11: 1270-1277. DOI: 10.1049/Iet-Rpg.2016.0341  0.415
2017 Ouyang T, Kusiak A, He Y. Modeling wind-turbine power curve: A data partitioning and mining approach Renewable Energy. 102: 1-8. DOI: 10.1016/J.Renene.2016.10.032  0.422
2017 Francis H, Kusiak A. Prediction of Engine Demand with a Data-driven Approach Procedia Computer Science. 103: 28-35. DOI: 10.1016/J.Procs.2017.01.005  0.366
2017 Ouyang T, Kusiak A, He Y. Predictive model of yaw error in a wind turbine Energy. 123: 119-130. DOI: 10.1016/J.Energy.2017.01.150  0.422
2016 Kusiak A. Renewables: Share data on wind energy. Nature. 529: 19-21. PMID 26738579 DOI: 10.1038/529019A  0.363
2016 Teng W, Zhang X, Liu Y, Kusiak A, Ma Z. Prognosis of the Remaining Useful Life of Bearings in a Wind Turbine Gearbox Energies. 10: 32. DOI: 10.3390/En10010032  0.374
2016 Sattari M, Rezazadeh-Joudi A, Kusiak A. Assessment of different methods for estimation of missing data in precipitation studies Hydrology Research. 48: 1032-1044. DOI: 10.2166/Nh.2016.364  0.34
2016 Altuntas S, Dereli T, Kusiak A. Assessment of corporate innovation capability with a data-mining approach: industrial case studies Computers & Industrial Engineering. 102: 58-68. DOI: 10.1016/J.Cie.2016.10.018  0.386
2016 Zhang Z, Kusiak A, Zeng Y, Wei X. Modeling and optimization of a wastewater pumping system with data-mining methods Applied Energy. 164: 303-311. DOI: 10.1016/J.Apenergy.2015.11.061  0.716
2015 Zhang Z, He X, Kusiak A. Data-driven minimization of pump operating and maintenance cost Engineering Applications of Artificial Intelligence. 40: 37-46. DOI: 10.1016/J.Engappai.2015.01.003  0.578
2015 Zeng Y, Zhang Z, Kusiak A. Predictive modeling and optimization of a multi-zone HVAC system with data mining and firefly algorithms Energy. 86: 393-402. DOI: 10.1016/J.Energy.2015.04.045  0.574
2015 Wei X, Kusiak A, Li M, Tang F, Zeng Y. Multi-objective optimization of the HVAC (heating, ventilation, and air conditioning) system performance Energy. 83: 294-306. DOI: 10.1016/J.Energy.2015.02.024  0.624
2015 Zeng Y, Zhang Z, Kusiak A, Tang F, Wei X. Optimizing wastewater pumping system with data-driven models and a greedy electromagnetism-like algorithm Stochastic Environmental Research and Risk Assessment. DOI: 10.1007/S00477-015-1115-4  0.716
2015 Wei X, Kusiak A. Short-term prediction of influent flow in wastewater treatment plant Stochastic Environmental Research and Risk Assessment. 29: 241-249. DOI: 10.1007/S00477-014-0889-0  0.616
2014 Zhang Z, Zhou Q, Kusiak A. Optimization of Wind Power and Its Variability With a Computational Intelligence Approach Ieee Transactions On Sustainable Energy. 5: 228-236. DOI: 10.1109/Tste.2013.2281354  0.574
2014 Wei X, Xu G, Kusiak A. Modeling and optimization of a chiller plant Energy. 73: 898-907. DOI: 10.1016/J.Energy.2014.06.102  0.638
2014 Kusiak A, Xu G, Zhang Z. Minimization of energy consumption in HVAC systems with data-driven models and an interior-point method Energy Conversion and Management. 85: 146-153. DOI: 10.1016/J.Enconman.2014.05.053  0.57
2014 Tang F, Kusiak A, Wei X. Modeling and short-term prediction of HVAC system with a clustering algorithm Energy and Buildings. 82: 310-321. DOI: 10.1016/J.Enbuild.2014.07.037  0.643
2014 He X, Zhang Z, Kusiak A. Performance optimization of HVAC systems with computational intelligence algorithms Energy and Buildings. 81: 371-380. DOI: 10.1016/J.Enbuild.2014.06.021  0.559
2014 Kusiak A, Wei X. Prediction of methane production in wastewater treatment facility: A data-mining approach Annals of Operations Research. 216: 71-81. DOI: 10.1007/S10479-011-1037-6  0.679
2013 Kusiak A, Verma A, Wei X. A data-mining approach to predict influent quality. Environmental Monitoring and Assessment. 185: 2197-210. PMID 22684807 DOI: 10.1007/S10661-012-2701-2  0.751
2013 Verma A, Zhang Z, Kusiak A. Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms Journal of Solar Energy Engineering. 135. DOI: 10.1115/1.4023516  0.723
2013 Kusiak A, Zhang Z, Xu G. Minimization of Wind Farm Operational Cost Based on Data-Driven Models Ieee Transactions On Sustainable Energy. 4: 756-764. DOI: 10.1109/Tste.2013.2246590  0.573
2013 Kusiak A, Verma A. Monitoring wind farms with performance curves Ieee Transactions On Sustainable Energy. 4: 192-199. DOI: 10.1109/Tste.2012.2212470  0.635
2013 Kusiak A, Wei X, Verma AP, Roz E. Modeling and prediction of rainfall using radar reflectivity data: A data-mining approach Ieee Transactions On Geoscience and Remote Sensing. 51: 2337-2342. DOI: 10.1109/Tgrs.2012.2210429  0.755
2013 Muste MV, Bennett DA, Secchi S, Schnoor JL, Kusiak A, Arnold NJ, Mishra SK, Ding D, Rapolu U. End-to-end cyberinfrastructure for decision-making support in watershed management Journal of Water Resources Planning and Management. 139: 565-573. DOI: 10.1061/(Asce)Wr.1943-5452.0000289  0.313
2013 Wei X, Kusiak A, Sadat HR. Prediction of Influent Flow Rate: Data-Mining Approach Journal of Energy Engineering. 139: 118-123. DOI: 10.1061/(Asce)Ey.1943-7897.0000103  0.635
2013 Kusiak A, Wei X. Optimization of the activated sludge process Journal of Energy Engineering. 139: 12-17. DOI: 10.1061/(Asce)Ey.1943-7897.0000092  0.636
2013 Jiang Y, Song Z, Kusiak A. Very short-term wind speed forecasting with Bayesian structural break model Renewable Energy. 50: 637-647. DOI: 10.1016/J.Renene.2012.07.041  0.564
2013 Kusiak A, Zeng Y, Zhang Z. Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach Engineering Applications of Artificial Intelligence. 26: 1643-1651. DOI: 10.1016/J.Engappai.2013.04.001  0.547
2013 Verma A, Wei X, Kusiak A. Predicting the total suspended solids in wastewater: A data-mining approach Engineering Applications of Artificial Intelligence. 26: 1366-1372. DOI: 10.1016/J.Engappai.2012.08.015  0.742
2013 Kusiak A, Zhang Z, Verma A. Prediction, operations, and condition monitoring in wind energy Energy. 60: 1-12. DOI: 10.1016/J.Energy.2013.07.051  0.704
2013 Kusiak A, Zeng Y, Xu G. Minimizing energy consumption of an air handling unit with a computational intelligence approach Energy and Buildings. 60: 355-363. DOI: 10.1016/J.Enbuild.2013.02.006  0.378
2013 Zhang Z, Kusiak A, Song Z. Scheduling electric power production at a wind farm European Journal of Operational Research. 224: 227-238. DOI: 10.1016/J.Ejor.2012.07.043  0.662
2012 Kusiak A, Wei X. A data-driven model for maximization of methane production in a wastewater treatment plant. Water Science and Technology : a Journal of the International Association On Water Pollution Research. 65: 1116-22. PMID 22378011 DOI: 10.2166/Wst.2012.953  0.662
2012 Zhang Z, Kusiak A. Monitoring wind turbine vibration based on SCADA data Journal of Solar Energy Engineering, Transactions of the Asme. 134. DOI: 10.1115/1.4005753  0.566
2012 Verma A, Kusiak A. Fault monitoring of wind turbine generator brushes: A data-mining approach Journal of Solar Energy Engineering, Transactions of the Asme. 134. DOI: 10.1115/1.4005624  0.655
2012 Kusiak A, Verma A. A data-mining approach to monitoring wind turbines Ieee Transactions On Sustainable Energy. 3: 150-157. DOI: 10.1109/Tste.2011.2163177  0.65
2012 Zhang Z, Verma A, Kusiak A. Fault Analysis and Condition Monitoring of the Wind Turbine Gearbox Ieee Transactions On Energy Conversion. 27: 526-535. DOI: 10.1109/Tec.2012.2189887  0.703
2012 Wang L, Singh C, Kusiak A. Guest Editorial Special Section on Integration of Intermittent Renewable Energy Resources Into Power Grid Ieee Systems Journal. 6: 194-195. DOI: 10.1109/Jsyst.2012.2198029  0.338
2012 Kusiak A, Verma A. Analyzing bearing faults in wind turbines: A data-mining approach Renewable Energy. 48: 110-116. DOI: 10.1016/J.Renene.2012.04.020  0.659
2012 Kusiak A, Zhang Z. Control of wind turbine power and vibration with a data-driven approach Renewable Energy. 43: 73-82. DOI: 10.1016/J.Renene.2011.11.024  0.575
2012 Zhang Z, Zeng Y, Kusiak A. Minimizing pump energy in a wastewater processing plant Energy. 47: 505-514. DOI: 10.1016/J.Energy.2012.08.048  0.549
2012 Kusiak A, Xu G. Modeling and optimization of HVAC systems using a dynamic neural network Energy. 42: 241-250. DOI: 10.1016/J.Energy.2012.03.063  0.384
2011 Engler J, Kusiak A. Modeling an innovation ecosystem with adaptive agents International Journal of Innovation Science. 3: 55-67. DOI: 10.1260/1757-2223.3.2.55  0.759
2011 Kusiak A, Verma A. Prediction of status patterns of wind turbines: A data-mining approach Journal of Solar Energy Engineering, Transactions of the Asme. 133. DOI: 10.1115/1.4003188  0.659
2011 Kusiak A, Zhang Z. Adaptive control of a wind turbine with data mining and swarm intelligence Ieee Transactions On Sustainable Energy. 2: 28-36. DOI: 10.1109/Tste.2010.2072967  0.57
2011 Kusiak A, Verma A. A data-driven approach for monitoring blade pitch faults in wind turbines Ieee Transactions On Sustainable Energy. 2: 87-96. DOI: 10.1109/Tste.2010.2066585  0.663
2011 Zhang Z, Kusiak A. Models for optimization of energy consumption of pumps in a wastewater processing plant Journal of Energy Engineering. 137: 159-168. DOI: 10.1061/(Asce)Ey.1943-7897.0000051  0.562
2011 Kusiak A, Zheng H, Zhang Z. Virtual Wind Speed Sensor for Wind Turbines Journal of Energy Engineering. 137: 59-69. DOI: 10.1061/(Asce)Ey.1943-7897.0000035  0.54
2011 Kusiak A, Li W. The prediction and diagnosis of wind turbine faults Renewable Energy. 36: 16-23. DOI: 10.1016/J.Renene.2010.05.014  0.321
2011 Song Z, Geng X, Kusiak A, Xu C. Mining Markov chain transition matrix from wind speed time series data Expert Systems With Applications. 38: 10229-10239. DOI: 10.1016/J.Eswa.2011.02.063  0.548
2011 Kusiak A, Xu G, Tang F. Optimization of an HVAC system with a strength multi-objective particle-swarm algorithm Energy. 36: 5935-5943. DOI: 10.1016/J.Energy.2011.08.024  0.37
2011 Kusiak A, Tang F, Xu G. Multi-objective optimization of HVAC system with an evolutionary computation algorithm Energy. 36: 2440-2449. DOI: 10.1016/J.Energy.2011.01.030  0.392
2010 Shah S, Kusiak A. Relabeling algorithm for retrieval of noisy instances and improving prediction quality. Computers in Biology and Medicine. 40: 288-99. PMID 20097331 DOI: 10.1016/J.Compbiomed.2009.12.005  0.601
2010 Song Z, Kusiak A. Multiobjective optimization of temporal processes. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 40: 845-56. PMID 19900853 DOI: 10.1109/TSMCB.2009.2030667  0.509
2010 Engler J, Kusiak A. Mining authoritativeness of collaborative innovation partners International Journal of Computers, Communications and Control. 5: 42-51. DOI: 10.15837/Ijccc.2010.1.2463  0.771
2010 Kusiak A, Zhang Z. Analysis of wind turbine vibrations based on SCADA data Journal of Solar Energy Engineering, Transactions of the Asme. 132: 0310081-03100812. DOI: 10.1115/1.4001461  0.547
2010 Kusiak A, Zhang Z, Li M. Optimization of Wind Turbine Performance With Data-Driven Models Ieee Transactions On Sustainable Energy. 1: 66-76. DOI: 10.1109/Tste.2010.2046919  0.564
2010 Kusiak A, Zhang Z. Short-horizon prediction of wind power: A data-driven approach Ieee Transactions On Energy Conversion. 25: 1112-1122. DOI: 10.1109/Tec.2010.2043436  0.567
2010 Kusiak A, Li W. Virtual models for prediction of wind turbine parameters Ieee Transactions On Energy Conversion. 25: 245-252. DOI: 10.1109/Tec.2009.2033042  0.414
2010 Da Cunha C, Agard B, Kusiak A. Selection of modules for mass customisation International Journal of Production Research. 48: 1439-1454. DOI: 10.1080/00207540802473989  0.326
2010 Kusiak A, Li W. Short-term prediction of wind power with a clustering approach Renewable Energy. 35: 2362-2369. DOI: 10.1016/J.Renene.2010.03.027  0.363
2010 Kusiak A, Song Z. Design of wind farm layout for maximum wind energy capture Renewable Energy. 35: 685-694. DOI: 10.1016/J.Renene.2009.08.019  0.562
2010 Kusiak A, Zheng H, Song Z. Power optimization of wind turbines with data mining and evolutionary computation Renewable Energy. 35: 695-702. DOI: 10.1016/J.Renene.2009.08.018  0.573
2010 Kusiak A, Li W, Song Z. Dynamic control of wind turbines Renewable Energy. 35: 456-463. DOI: 10.1016/J.Renene.2009.05.022  0.569
2010 Kusiak A, Li W. Estimation of wind speed: A data-driven approach Journal of Wind Engineering and Industrial Aerodynamics. 98: 559-567. DOI: 10.1016/J.Jweia.2010.04.010  0.346
2010 Kusiak A, Li M. Reheat optimization of the variable-air-volume box Energy. 35: 1997-2005. DOI: 10.1016/J.Energy.2010.01.014  0.411
2010 Kusiak A, Zheng H. Optimization of wind turbine energy and power factor with an evolutionary computation algorithm Energy. 35: 1324-1332. DOI: 10.1016/J.Energy.2009.11.015  0.373
2010 Song Z, Kusiak A. Mining Pareto-optimal modules for delayed product differentiation European Journal of Operational Research. 201: 123-128. DOI: 10.1016/J.Ejor.2009.02.013  0.54
2010 Kusiak A, Li M, Tang F. Modeling and optimization of HVAC energy consumption Applied Energy. 87: 3092-3102. DOI: 10.1016/J.Apenergy.2010.04.008  0.369
2010 Kusiak A, Li M, Zheng H. Virtual models of indoor-air-quality sensors Applied Energy. 87: 2087-2094. DOI: 10.1016/J.Apenergy.2009.12.008  0.365
2010 Kusiak A, Li M, Zhang Z. A data-driven approach for steam load prediction in buildings Applied Energy. 87: 925-933. DOI: 10.1016/J.Apenergy.2009.09.004  0.576
2010 Kusiak A, Li M. Cooling output optimization of an air handling unit Applied Energy. 87: 901-909. DOI: 10.1016/J.Apenergy.2009.06.010  0.405
2009 Zheng H, Kusiak A. Prediction of wind farm power ramp rates: A data-mining approach Journal of Solar Energy Engineering, Transactions of the Asme. 131: 0310111-0310118. DOI: 10.1115/1.3142727  0.425
2009 Song Z, Kusiak A. Optimization of temporal processes: A model predictive control approach Ieee Transactions On Evolutionary Computation. 13: 169-179. DOI: 10.1109/Tevc.2008.920680  0.605
2009 Kusiak A, Song Z, Zheng H. Anticipatory Control of Wind Turbines With Data-Driven Predictive Models Ieee Transactions On Energy Conversion. 24: 766-774. DOI: 10.1109/Tec.2009.2025320  0.592
2009 Kusiak A, Zheng H, Song Z. Short-Term Prediction of Wind Farm Power: A Data Mining Approach Ieee Transactions On Energy Conversion. 24: 125-136. DOI: 10.1109/Tec.2008.2006552  0.587
2009 Song Z, Kusiak A. Optimising product configurations with a data-mining approach International Journal of Production Research. 47: 1733-1751. DOI: 10.1080/00207540701644235  0.552
2009 Kusiak A, Song Z. Sensor fault detection in power plants Journal of Energy Engineering. 135: 127-137. DOI: 10.1061/(Asce)0733-9402(2009)135:4(127)  0.536
2009 Kusiak A, Zheng H, Song Z. On-line monitoring of power curves Renewable Energy. 34: 1487-1493. DOI: 10.1016/J.Renene.2008.10.022  0.561
2009 Kusiak A, Zheng H, Song Z. Models for monitoring wind farm power Renewable Energy. 34: 583-590. DOI: 10.1016/J.Renene.2008.05.032  0.583
2009 Kusiak A. Innovation: A data-driven approach International Journal of Production Economics. 122: 440-448. DOI: 10.1016/J.Ijpe.2009.06.025  0.325
2009 Kusiak A, Li M. Optimal decision making in ventilation control Energy. 34: 1835-1845. DOI: 10.1016/J.Energy.2009.07.039  0.34
2009 Kusiak A, Zheng H, Song Z. Wind farm power prediction: a data-mining approach Wind Energy. 12: 275-293. DOI: 10.1002/We.295  0.575
2008 Engler J, Kusiak A. Web mining for innovation Mechanical Engineering. 130. DOI: 10.1115/1.2008-Nov-1  0.763
2008 Kusiak A, Song Z. Clustering-based performance optimization of the boiler-turbine system Ieee Transactions On Energy Conversion. 23: 651-658. DOI: 10.1109/Tec.2007.914183  0.58
2008 Kusiak A, Zheng H. Data mining for prediction of wind farm power ramp rates 2008 Ieee International Conference On Sustainable Energy Technologies, Icset 2008. 1099-1103. DOI: 10.1109/ICSET.2008.4747170  0.314
2007 Shah S, Kusiak A. Cancer gene search with data-mining and genetic algorithms. Computers in Biology and Medicine. 37: 251-61. PMID 16616736 DOI: 10.1016/J.Compbiomed.2006.01.007  0.584
2007 Kusiak A. Innovation science: A primer International Journal of Computer Applications in Technology. 28: 140-149. DOI: 10.1504/Ijcat.2007.013351  0.329
2007 Kusiak A, Smith MR, Song Z. Planning Product Configurations Based on Sales Data Ieee Transactions On Systems, Man and Cybernetics, Part C (Applications and Reviews). 37: 602-609. DOI: 10.1109/TSMCC.2007.897503  0.476
2007 Song Z, Kusiak A. Constraint-based control of boiler efficiency: A data-mining approach Ieee Transactions On Industrial Informatics. 3: 73-83. DOI: 10.1109/Tii.2006.890530  0.533
2007 Da Cunha C, Agard B, Kusiak A. Design for cost: Module-based mass customization Ieee Transactions On Automation Science and Engineering. 4: 350-359. DOI: 10.1109/Tase.2006.887160  0.373
2007 Kusiak A. Innovation: The living laboratory perspective Computer-Aided Design and Applications. 4: 863-876. DOI: 10.1080/16864360.2007.10738518  0.339
2006 Kusiak A, Caldarone CA, Kelleher MD, Lamb FS, Persoon TJ, Burns A. Hypoplastic left heart syndrome: knowledge discovery with a data mining approach. Computers in Biology and Medicine. 36: 21-40. PMID 16324907 DOI: 10.1016/J.Compbiomed.2004.07.007  0.324
2006 Shah SC, Kusiak A, O'Donnell MA. Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment. Computers in Biology and Medicine. 36: 634-55. PMID 15978568 DOI: 10.1016/J.Compbiomed.2005.03.007  0.546
2006 Harding JA, Shahbaz M, Srinivas, Kusiak A. Data Mining in Manufacturing: A Review Journal of Manufacturing Science and Engineering-Transactions of the Asme. 128: 969-976. DOI: 10.1115/1.2194554  0.39
2006 Kusiak A, Song Z. Combustion efficiency optimization and virtual testing: A data-mining approach Ieee Transactions On Industrial Informatics. 2: 176-184. DOI: 10.1109/Tii.2006.873598  0.544
2006 Kusiak A, Shah S. Data-mining-based system for prediction of water chemistry faults Ieee Transactions On Industrial Electronics. 53: 593-603. DOI: 10.1109/Tie.2006.870706  0.577
2006 Feng CJ, Yu Z(, Kusiak A. Selection and validation of predictive regression and neural network models based on designed experiments Iie Transactions. 38: 13-23. DOI: 10.1080/07408170500346378  0.371
2006 Feng JCX, Kusiak A. Data mining applications in engineering design, manufacturing and logistics International Journal of Production Research. 44: 2689-2694. DOI: 10.1080/00207540600681072  0.318
2006 Da Cunha C, Agard B, Kusiak A. Data mining for improvement of product quality International Journal of Production Research. 44: 4027-4041. DOI: 10.1080/00207540600678904  0.33
2006 Kusiak A. Data mining: Manufacturing and service applications International Journal of Production Research. 44: 4175-4191. DOI: 10.1080/00207540600632216  0.378
2006 Kusiak A. Data Mining in Design of Products and Production Systems Information Control Problems in Manufacturing 2006. 49-53. DOI: 10.1016/J.Arcontrol.2007.03.003  0.39
2005 Kusiak A, Dixon B, Shah S. Predicting survival time for kidney dialysis patients: a data mining approach. Computers in Biology and Medicine. 35: 311-27. PMID 15749092 DOI: 10.1016/J.Compbiomed.2004.02.004  0.575
2005 Kusiak A, Burns A, Milster F. Optimizing combustion efficiency of a circulating fluidized boiler: A data mining approach International Journal of Knowledge-Based and Intelligent Engineering Systems. 9: 263-274. DOI: 10.3233/Kes-2005-9402  0.379
2005 Kusiak A. Selection of invariant objects with a data-mining approach Ieee Transactions On Electronics Packaging Manufacturing. 28: 187-196. DOI: 10.1109/Tepm.2005.846832  0.326
2005 Park K, Kusiak A. Enterprise resource planning (ERP) operations support system for maintaining process integration International Journal of Production Research. 43: 3959-3982. DOI: 10.1080/00207540500140799  0.307
2005 KUSIAK A, BURNS A, SHAH S, NOVOTNY N. DETECTION OF EVENTS CAUSING PLUGGAGE OF A COAL-FIRED BOILER: A DATA MINING APPROACH Combustion Science and Technology. 177: 2327-2348. DOI: 10.1080/00102200500241115  0.595
2004 Shah SC, Kusiak A. Data mining and genetic algorithm based gene/SNP selection. Artificial Intelligence in Medicine. 31: 183-96. PMID 15302085 DOI: 10.1016/J.Artmed.2004.04.002  0.535
2004 Agard B, Kusiak A. Data mining for subassembly selection Journal of Manufacturing Science and Engineering, Transactions of the Asme. 126: 627-631. DOI: 10.1115/1.1763182  0.441
2004 Agard B, Kusiak A. Data-mining-based methodology for the design of product families International Journal of Production Research. 42: 2955-2969. DOI: 10.1080/00207540410001691929  0.359
2003 Shah S, Kusiak A, Dixon B. Data mining in predicting survival of kidney dialysis patients Biomedical Optics. 4949: 73-79. DOI: 10.1117/12.476387  0.562
2003 Kusiak A, Shah S, Dixon B. Data mining based decision-making approach for predicting survival of kidney dialysis patients Ifac Proceedings Volumes. 36: 35-39. DOI: 10.1016/S1474-6670(17)33468-7  0.581
2002 Kusiak A. A data mining approach for generation of control signatures Journal of Manufacturing Science and Engineering, Transactions of the Asme. 124: 923-926. DOI: 10.1115/1.1511524  0.411
2002 Kusiak A. Integrated product and process design: A modularity perspective Journal of Engineering Design. 13: 223-231. DOI: 10.1080/09544820110108926  0.344
2001 Kusiak A. Decomposition in data mining: A medical case study Proceedings of Spie - the International Society For Optical Engineering. 4384: 267-278. DOI: 10.1117/12.421082  0.306
2001 Kusiak A. Rough set theory: A data mining tool for semiconductor manufacturing Ieee Transactions On Electronics Packaging Manufacturing. 24: 44-50. DOI: 10.1109/6104.924792  0.386
2001 He D, Babayan A, Kusiak A. Scheduling manufacturing systems in an agile environment Robotics and Computer-Integrated Manufacturing. 17: 87-97. DOI: 10.1016/S0736-5845(00)00041-7  0.362
2001 Zakarian A, Kusiak A. Process analysis and reengineering Computers and Industrial Engineering. 41: 135-150. DOI: 10.1016/S0360-8352(01)00048-1  0.343
2000 Feng CX, Kusiak A. Robust tolerance synthesis with the design of experiments approach Journal of Manufacturing Science and Engineering, Transactions of the Asme. 122: 520-528. DOI: 10.1115/1.1285860  0.358
2000 Kusiak A. Decomposition in data mining: an industrial case study Ieee Transactions On Electronics Packaging Manufacturing. 23: 238. DOI: 10.1109/6104.895081  0.372
2000 Zakarian A, Kusiak A. Analysis of process models Ieee Transactions On Electronics Packaging Manufacturing. 23: 137-147. DOI: 10.1109/6104.846937  0.382
2000 He DW, Strege B, Tolle H, Kusiak A. Decomposition in automatic generation of Petri nets for manufacturing system control and scheduling International Journal of Production Research. 38: 1437-1457. DOI: 10.1080/002075400188942  0.393
2000 Al-Hakim L, Kusiak A, Mathew J. A graph-theoretic approach to conceptual design with functional perspectives Computer-Aided Design. 32: 867-875. DOI: 10.1016/S0010-4485(00)00075-0  0.302
1999 Huang CC, Kusiak A. Synthesis of modular mechatronic products: a testability perspective Ieee/Asme Transactions On Mechatronics. 4: 119-132. DOI: 10.1109/3516.769539  0.315
1999 Zakarian A, Kusiak A. Forming teams: an analytical approach Iie Transactions (Institute of Industrial Engineers). 31: 85-97. DOI: 10.1023/A:1007580823003  0.365
1999 Kusiak A, Zakarian A. Fuzzy analysis of process models Ifac Proceedings Volumes. 32: 171-176. DOI: 10.1016/S1474-6670(17)56031-0  0.357
1998 Huang CC, Kusiak A. Manufacturing control with a push-pull approach International Journal of Production Research. 36: 251-275. DOI: 10.1080/002075498194038  0.391
1998 Kusiak A, He DW. Design for agility: A scheduling perspective Robotics and Computer-Integrated Manufacturing. 14: 415-427. DOI: 10.1016/S0736-5845(98)00017-9  0.353
1998 He D, Kusiak A, Tseng TL. Delayed product differentiation: A design and manufacturing perspective Cad Computer Aided Design. 30: 105-113. DOI: 10.1016/S0010-4485(97)00045-6  0.326
1997 Feng CX, Kusiak A. Robust tolerance design with the integer programming approach Journal of Manufacturing Science and Engineering, Transactions of the Asme. 119: 603-610. DOI: 10.1115/1.2831193  0.339
1997 Feng CX, Kusiak A, Huang CC. Scheduling models for setup reduction Journal of Manufacturing Science and Engineering, Transactions of the Asme. 119: 571-579. DOI: 10.1115/1.2831189  0.334
1997 Kusiak A, Huang C. Design of modular digital circuits for testability Ieee Transactions On Components, Packaging, and Manufacturing Technology: Part C. 20: 48-57. DOI: 10.1109/3476.585144  0.306
1997 Kusiak A, Letsche T, Zakarian A. Data modelling with IDEF1x International Journal of Computer Integrated Manufacturing. 10: 470-486. DOI: 10.1080/095119297131039  0.76
1997 Kusiak A, He DW. Design for agile assembly: An operational perspective International Journal of Production Research. 35: 157-178. DOI: 10.1080/002075497196037  0.334
1996 Larson N, Kusiak A. System reliability methods for analysis of process models Integrated Computer-Aided Engineering. 3: 279-290. DOI: 10.3233/Ica-1996-3405  0.377
1996 Kusiak A, Wang J, He DW. Negotiation in constraint-based design Journal of Mechanical Design, Transactions of the Asme. 118: 470-477. DOI: 10.1115/1.2826914  0.33
1996 Kusiak A, Huang CC. Development of modular products Ieee Transactions On Components Packaging and Manufacturing Technology Part A. 19: 523-538. DOI: 10.1109/95.554934  0.35
1996 Kusiak A, Zakarian A. Reliability evaluation of process models Ieee Transactions On Components Packaging and Manufacturing Technology Part A. 19: 268-275. DOI: 10.1109/95.506113  0.379
1996 Huang CC, Kusiak A. Overview of Kanban systems International Journal of Computer Integrated Manufacturing. 9: 169-189. DOI: 10.1080/095119296131643  0.308
1996 David WHE, Kusiak A, Artiba A. A scheduling problem in glass manufacturing Iie Transactions (Institute of Industrial Engineers). 28: 129-139. DOI: 10.1080/07408179608966258  0.331
1996 Belhe U, Kusiak A. The house of quality in a design process International Journal of Production Research. 34: 2119-2131. DOI: 10.1080/00207549608905017  0.318
1996 Kusiak A, Lee H. Neural computing-based design of components for cellular manufacturing International Journal of Production Research. 34: 1777-1790. DOI: 10.1080/00207549608904997  0.333
1996 He DW, Kusiak A. Performance analysis of modular products International Journal of Production Research. 34: 253-272. DOI: 10.1080/00207549608904900  0.363
1996 Kusiak A, Zakarian A. Risk assessment of process models Computers and Industrial Engineering. 30: 599-610. DOI: 10.1016/0360-8352(95)00178-6  0.339
1996 Feng CX, Kusiak A, Huang CC. Cost evaluation in design with form features Cad Computer Aided Design. 28: 879-885. DOI: 10.1016/0010-4485(96)00009-7  0.315
1995 Kusiak A, Larson N. Decomposition and representation methods in mechanical design Journal of Mechanical Design, Transactions of the Asme. 117: 17-24. DOI: 10.1115/1.2836453  0.317
1995 Vujosevic R, Kusiak A, Szczerbicki E. Reason maintenance in product modeling Journal of Engineering For Industry. 117: 223-231. DOI: 10.1115/1.2803298  0.362
1995 Kusiak A, Wang JR, He DW, Feng CX. A Structured Approach for Analysis of Design Processes Ieee Transactions On Components Packaging and Manufacturing Technology Part A. 18: 664-673. DOI: 10.1109/95.465167  0.325
1995 Larson N, Kusiak A. Work-in-process space allocation: A model and an industrial application Iie Transactions (Institute of Industrial Engineers). 27: 497-506. DOI: 10.1080/07408179508936766  0.327
1995 Kusiak A. Loading models in flexible manufacturing systems Manufacturing Research and Technology. 23: 141-156. DOI: 10.1016/S1572-4417(06)80008-2  0.344
1995 Feng CX, Kusiak A. Constraint-based design of parts Computer-Aided Design. 27: 343-352. DOI: 10.1016/0010-4485(95)96798-Q  0.312
1995 Kusiak A, Feng CX. Deterministic tolerance synthesis: a comparative study Computer-Aided Design. 27: 759-768. DOI: 10.1016/0010-4485(94)00028-C  0.305
1994 Hargrove SK, Kusiak A. Computer-aided fixture design: A review International Journal of Production Research. 32: 733-753. DOI: 10.1080/00207549408956967  0.331
1994 Kusiak A, He W. Design of components for schedulability European Journal of Operational Research. 76: 49-59. DOI: 10.1016/0377-2217(94)90005-1  0.327
1994 Kusiak A, Nick Larson T, Wang J(. Reengineering of design and manufacturing processes Computers and Industrial Engineering. 26: 521-536. DOI: 10.1016/0360-8352(94)90048-5  0.404
1994 Kusiak A, Wang J. Negotiation in engineering design Group Decision and Negotiation. 3: 69-91. DOI: 10.1007/Bf01441956  0.323
1993 Kusiak A, Boe WJ, Cheng C. Designing cellular manufacturing systems: Branch-and-bound and a∗ approaches Iie Transactions (Institute of Industrial Engineers). 25: 46-56. DOI: 10.1080/07408179308964303  0.369
1993 Kusiak A, Szczerbicki E. Transformation from conceptual to embodiment design Iie Transactions (Institute of Industrial Engineers). 25: 6-12. DOI: 10.1080/07408179308964299  0.305
1993 Kusiak A, Wang J. Efficient organizing of design activities International Journal of Production Research. 31: 753-769. DOI: 10.1080/00207549308956755  0.312
1993 Belhe U, Kusiak A. Performance Analysis of Design Process Using Timed Petri Nets Concurrent Engineering. 1: 147-152. DOI: 10.1016/S1474-6670(17)49462-6  0.318
1992 Kusiak A, Cho M. Similarity coefficient algorithms for solving the group technology problem International Journal of Production Research. 30: 2633-2646. DOI: 10.1080/00207549208948181  0.349
1992 Vujosevic R, Kusiak A. Selection of machinable volumes: an object-oriented approach Expert Systems With Applications. 4: 273-283. DOI: 10.1016/0957-4174(92)90063-X  0.313
1992 Kusiak A, Ahn J. Intelligent scheduling of automated machining systems Computer Integrated Manufacturing Systems. 5: 3-14. DOI: 10.1016/0951-5240(92)90013-3  0.351
1992 He W, Kusiak A. Scheduling manufacturing systems Computers in Industry. 20: 163-175. DOI: 10.1016/0166-3615(92)90050-W  0.347
1991 Kusiak A, Szczerbicki E, Park K. A novel approach to decomposition of design specifications and search for solutions International Journal of Production Research. 29: 1391-1406. DOI: 10.1080/00207549108948018  0.314
1991 Kusiak A. Process Planning: A Knowledge-Based and Optimization Perspective Ieee Transactions On Robotics and Automation. 7: 257-266. DOI: 10.1016/S1474-6670(17)54338-4  0.341
1991 Cheng C, Kusiak A, Boe WJ. A Branch-and-Bound Algorithm for Solving the Machine Allocation Problem Control and Dynamic Systems. 47: 399-419. DOI: 10.1016/B978-0-12-012747-4.50017-2  0.304
1991 Heragu SS, Kusiak A. Efficient models for the facility layout problem European Journal of Operational Research. 53: 1-13. DOI: 10.1016/0377-2217(91)90088-D  0.639
1991 Kusiak A. Branching algorithms for solving the group technology problem Journal of Manufacturing Systems. 10: 332-343. DOI: 10.1016/0278-6125(91)90028-Z  0.346
1990 Kusiak A. Optimal selection of machinable volumes Iie Transactions (Institute of Industrial Engineers). 22: 151-160. DOI: 10.1080/07408179008964167  0.337
1990 Heragu SS, Kusiak A. Machine layout: An optimization and knowledge-based approach International Journal of Production Research. 28: 615-635. DOI: 10.1080/00207549008942744  0.623
1990 Kusiak A. KBSS: A knowledge-based system for scheduling in automated manufacturing Mathematical and Computer Modelling. 13: 37-55. DOI: 10.1016/0895-7177(90)90369-X  0.392
1990 Kusiak A. Manufacturing systems: A knowledge- and optimization-based approach Journal of Intelligent and Robotic Systems. 3: 27-50. DOI: 10.1007/Bf00368971  0.35
1989 Kusiak A, Heragu SS. Expert Systems and Optimization Ieee Transactions On Software Engineering. 15: 1017-1020. DOI: 10.1109/32.31358  0.623
1988 Heragu SS, Kusiak A. Machine Layout Problem in Flexible Manufacturing Systems Operations Research. 36: 258-268. DOI: 10.1287/Opre.36.2.258  0.628
1988 Kusiak A, Heragu SS. Computer Integrated Manufacturing: A Structural Perspective Ieee Network. 2: 14-22. DOI: 10.1109/65.3269  0.61
1988 Kusiak A, Chen M. Technical note: A Model of the m Machine n Job Scheduling Problem Engineering Optimization. 14: 153-156. DOI: 10.1080/03052158808941208  0.31
1988 Kusiak A. EXGT-s: A knowledge based system for group technology International Journal of Production Research. 26: 887-904. DOI: 10.1080/00207548808947908  0.37
1988 Kusiak A, Chen M. Expert systems for planning and scheduling manufacturing systems European Journal of Operational Research. 34: 113-130. DOI: 10.1016/0377-2217(88)90346-3  0.315
1988 Kusiak A, Heragu SS. KBSES: A knowledge-based system for equipment selection The International Journal of Advanced Manufacturing Technology. 3: 97-109. DOI: 10.1007/Bf02601593  0.654
1988 Kusiak A. Scheduling flexible machining and assembly systems Annals of Operations Research. 15: 337-352. DOI: 10.1007/Bf02186802  0.359
1987 Kusiak A. Artificial Intelligence And Operations Research In Flexible Manufacturing Systems Infor: Information Systems and Operational Research. 25: 2-12. DOI: 10.1080/03155986.1987.11732024  0.343
1987 Kusiak A. Modelling Flexible Manufacturing Systems Infor: Information Systems and Operational Research. 25: 1-1. DOI: 10.1080/03155986.1987.11732023  0.327
1987 Kusiak A, Finke G. Modeling and solving the flexible forging module scheduling problem Engineering Optimization. 12: 1-12. DOI: 10.1080/03052158708941080  0.337
1987 Kusiak A. The generalized group technology concept International Journal of Production Research. 25: 561-569. DOI: 10.1080/00207548708919861  0.332
1987 Kusiak A. The production equipment requirements problem International Journal of Production Research. 25: 319-325. DOI: 10.1080/00207548708919843  0.381
1987 Kusiak A, Heragu SS. The facility layout problem European Journal of Operational Research. 29: 229-251. DOI: 10.1016/0377-2217(87)90238-4  0.61
1987 Kusiak A, Chow WS. Efficient solving of the group technology problem Journal of Manufacturing Systems. 6: 117-124. DOI: 10.1016/0278-6125(87)90035-5  0.347
1987 Kusiak A, Heragu SS. Group technology Computers in Industry. 9: 83-91. DOI: 10.1016/0166-3615(87)90002-9  0.562
1987 Kusiak A, Finke G. Hierarchical approach to the process planning problem Discrete Applied Mathematics. 18: 175-184. DOI: 10.1016/0166-218X(87)90019-9  0.338
1987 Finke G, Kusiak A. Models for the process planning problem in flexible manufacturing systems The International Journal of Advanced Manufacturing Technology. 2: 3-12. DOI: 10.1007/Bf02601472  0.349
1986 Kusiak A. Efficient implementation of johnson’s scheduling algorithm Iie Transactions (Institute of Industrial Engineers). 18: 215-216. DOI: 10.1080/07408178608975349  0.316
1986 Ravi Kumar K, Kusiak A, Vannelli A. Grouping of parts and components in flexible manufacturing systems European Journal of Operational Research. 24: 387-397. DOI: 10.1016/0377-2217(86)90032-9  0.351
1986 Kusiak A. Application of operational research models and techniques in flexible manufacturing systems European Journal of Operational Research. 24: 336-345. DOI: 10.1016/0377-2217(86)90027-5  0.35
1985 Kusiak A. Flexible manufacturing systems a structural approach International Journal of Production Research. 23: 1057-1073. DOI: 10.1080/00207548508904765  0.337
1985 Kusiak A, Vannelli A, Kumar KR. Grouping Problem in Scheduling Flexible Manufacturing Systems Robotica. 3: 245-252. DOI: 10.1017/S0263574700002344  0.325
1985 Kusiak A. Planning of Flexible Manufacturing Systems Robotica. 3: 229-232. DOI: 10.1017/S0263574700002320  0.343
1985 Kusiak A. Integer programming approach to process planning The International Journal of Advanced Manufacturing Technology. 1: 73-83. DOI: 10.1007/Bf02601583  0.367
1985 Kusiak A. The part families problem in flexible manufacturing systems Annals of Operations Research. 3: 277-300. DOI: 10.1007/Bf02023710  0.334
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