• Graduate Textbook :  T. Lin and C. S. G. Lee, Neural Fuzzy Systems: A Neuro-fuzzy Synergism to Intelligent Systems (with disk), Prentice Hall, 1996, 813 pages (ISBN 0-13-261413-8)
  • Reference Book :  T. Lin, Neural Fuzzy Control Systems with Structure and Parameter Learning, World Scientific, 1994, 144 pages (ISBN 981-02-1613-0).
  • Book Chapter (Invited Contributor) : S. G. Lee and C. T. Lin, “Parallel Algorithms and Fault-Tolerant Reconfigurable Architecture for Robot Kinematics and Dynamics Computations,” in Control and Dynamic Systems, C. T. Leondes (editor), Vol. 40, Academic Press, pp. 33-103, 1991. (ISBN 01201-27407).
  • Book Chapter (Invited Contributor) :  T. Lin and C. S. G. Lee, “Supervised and Unsupervised Learning with Fuzzy Similarity for Neural-network-based Fuzzy Logic Control Systems,” in Fuzzy Sets, Neural Networks, and Soft Computing, Chapter 5, R. Yager and L. A. Zadeh (editors), Van Nostrand Reinhold, pp. 85-125, 1994.
  • Book Chapter (Invited Contributor) :  T. Lin and C. S. G. Lee, “On the Structure and Learning of Neural-network-based Fuzzy Logic Control Systems,” in Fuzzy Logic and Its Applications to Engineering, Information Sciences, and Intelligent Systems, Z. Bien and K. C. Min (editors), Kluwer Academic Publishers, pp. 67-80, 1995(ISBN 044-20-1621-2).
  • Book Chapter (Invited Contributor) :  T. Lin, “Neural-network-based Fuzzy Logic Control System” (in Japanese), in Neural Networks and Fuzzy Systems: Theory and Applications, Shigeo Abe (Chief Researcher, Hitachi Research Laboratory) (editor), Kindai Kagaku Sha (a Japanese Publisher), 1995. (ISBN 079-23-3755-7).
  • Book Chapter (Invited Contributor) :  T. Lin, “Neural Fuzzy Control for Vision-guided Robot” (in Chinese), in Engineering Technology Communication, Vol. 22, National Science Council (NSC), Taiwan, 1996.
  • Book Chapter (Invited Contributor) :  T. Lin, “Neuro-fuzzy Control Techniques” (in Chinese), in Automatic Control Handbook, Chinese Engineer Association, Taiwan, 1996.
  • Book Chapter (Invited Contributor) :  T. Lin, “Adaptive Subsethood for Radial Basis Fuzzy Systems,” in Fuzzy Engineering, B. Kosko (editor), Prentice Hall, Chapter 13, pp. 429-464, 1997. (ISBN 079-23-9814-9).
  • Book Chapter (Invited Contributor) : F. Juang, H. W. Nein, and C. T. Lin, “Techniques and Applications of Integrated Reinforcement Neural-network-based Fuzzy Logic Control Systems,” in International Theme Volumes on Fuzzy Theory Systems: Techniques and Applications, C. T. Leondes (editor), Academic Press, Chapter 45, pp. 1265-1297, 1999. (ISBN 013-12-4991-6).
  • Book Chapter (Invited Contributor) : J. Lin and C. T. Lin, “Techniques and Applications of Genetic Algorithms in Neuro-fuzzy Systems,” in International Theme Volumes on Fuzzy Theory Systems Techniques and Applications, C. T. Leondes (editor), Academic Press, 1999. (ISBN 012-44-3870-9).
  • Book Chapter (Invited Contributor) :  T. Lin, I F. Chung, and Y. C. Lu, “Techniques in Neural Fuzzy Systems and Their Application in Processing Both Numerical and Linguistic Information,” in International Theme Volumes on Fuzzy Theory Systems: Techniques and Applications, C. T. Leondes (editor), Academic Press, Chapter 49, pp. 1393-1346, 1999.
  • Book Chapter (Invited Contributor) :  T. Lin, Y. C. Lee, and H. C. Pu, “Knowledge Discovery in Advanced Information Systems,” in International Theme Volumes on Data Mining and Knowledge Discovery, Academic Press, 2002. (ISBN 079-23-8252-8).
  • Book Chapter :  T. Lin and C.D. Huang, “Machine Learning With Automatic Feature Selection for Multi-class Protein Fold Classification,” in Feature Extraction, Foundations and Applications, Isabelle Guyon, Steve Gunn, MasoudNikravesh, and LoftiZadeh (editors), Springer, 2004.
  • Book Chapter :  T. Lin, L. W. Ko, Y. H. Lin, T. P. Jung, S. F. Liang, and L. S. Hsiao, “EEG Activities of Dynamic Stimulation in VR Driving Motion Simulator,” in Lecture Notes in Computer Science 4562, 2007. (ISBN 978-3-540-73330-0)
  • Book Chapter :  T. Lin, H. Y. Hsieh, S. F. Liang, Y. C. Chen, and L. W. Ko, “Development of a Wireless Embedded Brain-computer Interface and Its Application on Drowsiness Detection and Warning,” in Lecture Notes in Computer Science 4562, 2007. (ISBN 978-3-540-73330-0)
  • Book Chapter : S. Tsai, I. F. Chung, C. T. Lin, and N. R. Pal, “Identification of Different Sets of Biomarkers for Diagnostic Classification of Cancers,” in Lecture Notes in Computer Science, 2008. (ISBN 978-3-540-69159-4)
  • Book Chapter : W. Ko, I. L. Tsai, F. S. Yang, J. F. Chung, S. W. Lu, T. P. Jung, and C. T. Lin, “Real-time Embedded EEG-based Brain-computer Interface,” in Lecture Notes in Computer Science, 2008. (ISBN 978-3-642-03039-0)
  • Book Chapter : C. Chen, J. R. Duann, C. L. Lin, S. W. Chuang, T. P. Jung, and C. T. Lin, “Motion-sickness Related Brain Areas and EEG Power Activates,” in Lecture Notes in Computer Science5638, 2009. (ISBN 978-3-642-02884-7)
  • Book Chapter : R. Duann, P. C. Chen, L. W. Ko, R. S. Huang, T. P. Jung, and C. T. Lin, “Detecting Frontal EEG Activities with Forehead Electrodes,” in Lecture Notes in Computer Science5638,2009. (ISBN 978-3-642-02884-7)
  • Book Chapter :  T. Lin, L. W. Ko, C. J. Chang, Y. T. Wang, C. H. Chung, F. S. Yang, J. R. Duann, T. P. Jung, and J. C. Chiou, “Wearable and Wireless Brain-computer Interface and Its Applications,” in Lecture Notes in Computer Science, Vol.5638, 2009. (ISBN 978-3-642-02884-7)
  • Book Chapter :  T. Lin, “ABC Intelligence on Fuzziness,” in On Fuzziness: A Homage to Lotfi A. Zadeh, (Studies in Fuzziness and Soft Computing Vol. 216), Berlin, New York, Springer 2012. (ISBN 978-3-642-35640-7)
  • Book Chapter (Co-Editor and the author of the first paper) : Klaus Gramann, T. P. Jung, Daniel P. Ferris, C. T. Lin, and Scott Makeig, “Towards a New Cognitive Neuroscience: Modeling Natural Brain Dynamics,” in Frontiers in Human Neuroscience, Frontiers Media, Aug. 2014. (ISBN 978-2-88919-271-7)
  • Book Chapter : J. Lance, J. Touryan, Y. K. Wang, S. W. Lu, C. H. Chuang, P. Khooshabeh, P. Sajda, A. Marathe, T. P. Jung, C. T. Lin, and K. McDowell, “Towards Serious Games for Improved BCI,” Handbook of Digital Games and Entertainment Technologies, R. Nakatsu, M. Rauterberg and P. Ciancarini, eds., pp. 1-28, Singapore: Springer Singapore, 2015.