鄭為正 博士

Wei-Chen Cheng, PhD

EDUCATION

Ph.D. (2006-2010), Department of Computer Science and Information Engineering, National Taiwan University. (photo)
Thesis title: Distance invariant self-organizing map (2010)
Thesis supervisor: Professor Cheng-Yuan Liou

M.Sc. (2004-2006), Department of Computer Science and Information Engineering, National Taiwan University. (photo)
Thesis title: Logical kernel of morphological associative memory (2006)
Thesis supervisor: Professor Cheng-Yuan Liou

B.Eng. (2000-2004), Department of Information and Computer Engineering, Chung Yuan Christian University. (photo)

PROFESSIONAL EXPERIENCE

Postdoctoral Fellow, Institute of Statistical Science, Academia Sinica (2010-now)

PUBLICATIONS (DBLP) in chronological order

Journal Paper

Wei-Chen Cheng, Jau-Chi Huang, Cheng-Yuan Liou: Segmentation of DNA using Simple Recurrent Neural Network. Knowledge-Based Systems 26: 271-280 (2012)

Cheng, W.-C. and Liou, C.-Y.: Visualization of Influenza A Protein Segments in Distance Invariant Self-organizing Map. International Journal of Intelligent Information and Database Systems 6(1):45-60 (2012)

Cheng, W.-C. and Liou, C.-Y.: Manifold Construction Based on Local Distance Invariance. Memetic Computing 2(2):149-160 (2010)

Book Chapters

Huang, J.-C., Cheng, W.-C. and Liou, C.-Y.: Distributed Representation of Word. Lecture Notes in Computer Science, volume 6591, 169-176 (2011)

Liou, C.-Y. and Cheng, W.-C.: Forced Accretion and Assimilation Based on Self-organizing Neural Network. Self Organizing Maps - Applications and Novel Algorithm Design, ISBN: 978-953-307-546-4, InTech, 683-702 (2011)

Cheng, W.-C. and Liou, C.-Y.: Linear Replicator in Kernel Space. Lecture Notes in Computer Science, volume 6064, Part II, 75-82 (2010)

Liou, C.-Y. and Cheng, W.-C.: Visualization of Influenza Protein Segment HA in Manifold Space. Lecture Notes in Computer Science, volume 5990, Part I, 150-158 (2010)

Cheng, W.-C. and Liou, C.-Y.: Implementation of the MLP kernel. Lecture Notes in Computer Science, volume 5507, Part II, 378-385 (2009)

Liou, C.-Y. and Cheng, W.-C.: A novel method for manifold construction. Lecture Notes in Computer Science, volume 5507, Part II, 3-10 (2009)

Liou, C.-Y., Cheng, W.-C.: Manifold training technique to reconstruct high dynamic range image. Lecture Notes in Computer Science, volume 5264, Part II, 402-409 (2008)

Cheng, W.-C. and Liou, C.-Y.: Manifold construction using the multilayer perceptron. Lecture Notes in Computer Science, volume 5163, Part I, 119-127 (2008)

Liou, C.-Y., Cheng, W.-C.: Resolving hidden representations. Lecture Notes in Computer Science, volume 4985, Part II, 254-263 (2008)

Liou, C.-Y., Cheng, W.-C.: Manifold construction by local neighborhood preservation. Lecture Notes in Computer Science, volume 4985, Part II, 683-692 (2008)

Conference Papers

Cheng, W.-C.: Visualizing Human Genes on Manifolds Embedded in Three-dimensional Space. The 4th Asian Conference on Intelligent Information and Database Systems (2012)

Cheng, W.-C., Cheng, P.E., Liou, M.: Modeling local distortion in shape for brain MR images. 17th Annual Meeting of the Organization for Human Brain Mapping (2011)

Cheng, W.-C. and Liou, C.-Y.: Binary kernel in morphological associative memory. Proceedings of International Conference on Cognitive Neurodynamics (ICCN 2007), pp. 963-968, 2008, Shanghai, China

 

 

Last update: 30 Jan 2012

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