182 results on '"Kulahci, Murat"'
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2. Condition monitoring of wind turbine faults: Modeling and savings
3. An extension of PARAFAC to analyze multi-group three-way data
4. Statistical process control versus deep learning for power plant condition monitoring
5. Stream-based active learning with linear models
6. A climate classification for corrosion control in electronic system design
7. Transient risk of water layer formation on PCBAs in different climates: Climate data analysis and experimental study
8. A novel fault detection and diagnosis approach based on orthogonal autoencoders
9. Correlation to causality.
10. A taxonomy of railway track maintenance planning and scheduling: A review and research trends
11. Surveillance of Antidepressant Safety (SADS): Active Signal Detection of Serious Medical Events Following SSRI and SNRI Initiation Using Big Healthcare Data
12. An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems
13. Real-Time Sampling Strategies for Regression with Irrelevant Features.
14. Cost-sensitive learning classification strategy for predicting product failures
15. A primer on predictive maintenance: Potential benefits and practical challenges.
16. Monitoring batch processes with dynamic time warping and k-nearest neighbours
17. Harvest time prediction for batch processes
18. Real-time fault detection and diagnosis using sparse principal component analysis
19. Simulating flood risk under non-stationary climate and urban development conditions – Experimental setup for multiple hazards and a variety of scenarios
20. On the structure of dynamic principal component analysis used in statistical process monitoring
21. Selecting local constraint for alignment of batch process data with dynamic time warping
22. Selection of non-zero loadings in sparse principal component analysis
23. Variable selection wrapper in presence of correlated input variables for random forest models.
24. Robust online active learning.
25. Use of Sparse Principal Component Analysis (SPCA) for Fault Detection
26. Monitoring pig movement at the slaughterhouse using optical flow and modified angular histograms
27. Pig herd monitoring and undesirable tripping and stepping prevention
28. iCFD: Interpreted Computational Fluid Dynamics – Degeneration of CFD to one-dimensional advection-dispersion models using statistical experimental design – The secondary clarifier
29. A survey on online active learning
30. Robust online active learning
31. Rare-events classification: An approach based on Genetic Algorithm and Voronoi Tessellation
32. Variable selection wrapper in presence of correlated input variables for random forest models
33. Predictive Manufacturing: A Classification Strategy to Predict Product Failures
34. Predictive Manufacturing: Classification of categorical data
35. In vivo Comet assay – statistical analysis and power calculations of mice testicular cells
36. Hidden dimensions of the data: PCA vs autoencoders.
37. Online monitoring for error detection in vat photopolymerization.
38. Designing simulation experiments with controllable and uncontrollable factors for applications in healthcare
39. Forecasting Operational Conditions: A case-study from dewatering of biomass at an industrial wastewater treatment plant
40. The Use of Plackett-Burman Designs to Construct Split-Plot Designs
41. Application of Machine Learning for Prediction and Process Optimization—Case Study of Blush Defect in Plastic Injection Molding.
42. Real-time Monitoring of Functional Data
43. Big Data Generation for Time Dependent Processes: The Tennessee Eastman Process for Generating Large Quantities of Process Data
44. An easy to use GUI for simulating big data using Tennessee Eastman process.
45. Mould wear-out prediction in the plastic injection moulding industry: a case study.
46. On monitoring industrial processes under feedback control.
47. Experiences with big data: Accounts from a data scientist's perspective.
48. Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring.
49. The Role of Big Data in Industrial (Bio)chemical Process Operations.
50. Artificial Intelligence in Pharmacoepidemiology: A Systematic Review. Part 1—Overview of Knowledge Discovery Techniques in Artificial Intelligence.
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