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Acknowledgments

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We would like to thank the many people we collaborated with that have led up to the writing of this book. In particular, we would like to thank Jianjun Shi, our Ph.D. advisor at the University of Michigan (now at Georgia Tech.), for his continuous advice and encouragement. We are grateful for our colleagues Daniel Apley, Darek Ceglarek, Yu Ding, Jionghua Jin, Dharmaraj Veeramani, Yilu Zhang for their collaborations with us on the related research topics. Grateful thanks also go to Raed Kontar, Junbo Son, and Chao Wang who have helped with the book including computational code to create some of the illustrations and designing the exercise problems. Many students including Akash Deep, Salman Jahani, Jaesung Lee, and Congfang Huang read parts of the manuscript and helped with the exercise problems. We thank the National Science Foundation for the support of our research work related to the book.

Finally, a very special note of appreciation is extended to our families who have provided continuous support over the past years.

S.Z. and Y.C.

Industrial Data Analytics for Diagnosis and Prognosis

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