• Journal Paper
  1. Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Tao-Hsing Chang, Tsung-Hsun KuoSemi-supervised Text Classification with Universum Learning, IEEE Transactions on Cybernetics, 2016, 46, 462-472.   Code: USemi-AdaBoost.MH code & Dataset: CiteULike
  2. Chien-Liang Liu*, Wen-Hoar Hsaio , Chia-Hoang Lee and Hsiao-Cheng Chi (2012). Blog Assisted Writing System,To be appeared in IEEE Trans. On SMC – Part A
  3. Chia-Hoang Lee, Chien-Liang Liu*, Yi-An Chen, Ying-Sheng Chen (2011), “Painting in the air with Wii Remote”, To be appeared in Expert Systems With Applications
  4. Chien-Liang Liu*, Wen-Hoar Hsaio , Chia-Hoang Lee, Gen-Chi Lu and Emery Jou (2011). Movie Rating and Review Summarization in Mobile Environment, To be appeared in IEEE Trans. On SMC – Part C (SCI) (DOI: http://dx.doi.org/10.1109/TSMCC.2011.2136334 )
  5. Chien-Liang Liu*, Chia-Hoang Lee, Ssu-Han Yu, Chih-Wei Chen (2011). Computer assisted writing system, Expert Systems With Applications Vol. 38, Issue 1, pp. 804-811 (SCI)
  6. Yen-Yu Chen, Chien-Liang Liu*, Tao-Hsing Chang, and Chia-Hoang Lee (2010). An Unsupervised Automated Essay Scoring System. IEEE Intelligent Systems Vol. 25, Issue 5, pp. 61-67 (SCI).
  7. Chien-Liang Liu*, Chia-Hoang Lee, and Ping-Min Lin (2010), “A fall detection system using k-nearest neighbor classifier”, Expert Systems With Applications, Vol. 37, Issue 10, 7174-7181, 2010 (SCI)
  8. Chien-Liang Liu*, Chang-Sheng Chen , Shian-Shyong Tseng, “DNS Ontology- based Search Service”, Journal of Internet Technology, Vol.7, No.3, July 2006 (EI)
  9. Chien-Liang Liu*, Shian-Shyong Tseng, Chang-Sheng Chen, “Design and implementation of an intelligent DNS management system”, Journal of Expert Systems With Applications, Vol 27/2 pp 223-236, 2004 (SCI, EI)
  10. Chien-Liang Liu*, Shian-Shyong Tseng, Chang-Sheng Chen, “Design of an ENUM DNS Server on a hybrid IPv6/IPv4 Internetworking environment”, Journal of Internet Technology, Vol.5, No. 2, pp 139-146, April 2004 (EI)
  11. Chang-Sheng Chen*, Shian-Shyong Tseng, Chien-Liang Liu, “A Unifying Framework for Intelligent DNS Management”, International Journal of Human-Computer Studies, Vol.58, No. 4, pp. 415-445, 2003. (SCI, SSCI, EI)
  12. Chang-Sheng Chen*, Shian-Shyong Tseng, Chien-Liang Liu,“A Distributed Intrusion Detection Model for the Domain Name System”, Journal of Information and Science Engineering
  • Conference Paper
  1. Chien-Liang Liu* and Chia-Hoang Lee (2011), Database-driven Framework for RDF Statements Generation, To be appeared in TEIN 2011
  2. Chien-Liang Liu *, Emery Jou and Chia-Hoang Lee (2010), “Analysis and Prediction of Trajectories Using Bayesian Network”, The 6th International Conference on Natural Computation (ICNC'10), Vol 7, 3808-3812, Yantai, China
  3. Chien-Liang Liu *, Chia-Hoang Lee, “Simplify Multi-valued Decision Trees”, in Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence, LNCS 5370, 581-590
  4. Ruei-Yan Chen, Shian-Shyong Tseng, Chien-Liang Liu, Chun-Yen Chang, Chang-Sheng Chen, “Learning Sequences Construction Using Ontology and Rules”, in Proceedings of ICCE2005 (13th International Conference on Computers in Education), Nov. 28 ?V Dec. 2, 2005, Singapore
  5. Chien-Liang Liu, Chang-Sheng Chen, Shian-Shyong Tseng, “DNS Ontology-based Search Service”, in Proceedings of TANet2005, Oct. 26 - Oct. 28, 2005, Taiwan
  6. Chien-Liang Liu*, Shian-Shyong Tseng, Chang-Sheng Chen, “The Design of Anti-SPAM Knowledge-Based System”, in Proceedings of Apricot2003, Taiwan
  7. Chien-Liang Liu*, Shian-Shyong Tseng, Chang-Sheng Chen, “Email Attack Ontology for SPAM Fighting”, in Proceedings of ICACT2003 (5th International Conference on Advanced Communication Technology), Jan. 20-22, 2003, Korea
  8. Chang-Sheng Chen, Shian-Shyong Tseng,Chien-Liang Liu, Chia-Hao Ou, “Building a DNS Ontology using METHONTOLOGY and Protege-2000”, in Proceedings of 2002 International Computer Symposium, Workshop on Artificial Intelligence, Vol.2, pp.1853-1860, Taiwan
  9. Chang-Sheng Chen, Chien-Liang Liu, Shian-Shyong Tseng, “Design and Implementation of a Chinese Web-mail System”, in Proceedings of ICCE2000, Taipei, Taiwan.
  • Submitted Journal Paper
  1. Chien-Liang Liu*, Chia-Hoang Lee, Chih-Kai Chang (2011), “Co-clustering Documents and Words with Dynamic Weighting Mechanism”, submitted to Knowledge-based Systems
  2. Chien-Liang Liu*, Wen-Hoar Hsaio, Chia-Hoang Lee, Chun-Hsien Chen (2011), “Clustering Tagged Documents with Labeled and Unlabeled Documents”, submitted to Information Processing & Management
  3. Chien-Liang Liu*, Wen-Hoar Hsaio, Chia-Hoang Lee, Tao-Hsing Chang, Shih-Yuan Fang (2012), “Document Classification using Fuzzy Boosting Classifier”, submitted to IEEE Trans. On Fuzzy Systems
  • 2011-2005 (Journals followed by Conference Proceedings)
  1. Painting in the air with Wii Remote, (with C.Liu, Y, Chen),accepted to appear in Expert Systems with Applications.
  2. Computer Assisted Writing System, (with C. Liu, S.H. Yu, C.W. Chen), Expert Systems with Applications, Vol 38, No 1, Jan., 2011.
  3. A Fall Detection System Using K-Nearest Neighbor Classifier, (with C. Liu, P.M. Lin), Expert Systems with Applications, Vol 37, No 10, pp 7174-7181 Oct.,2010.
  4. An Unsupervised Automated Essay Scoring System, (with C. Liu, A. Chen,T.H. Chang), IEEE Transaction on Intelligent System, 2010
  5. Automated Essay Scoring using sets of literary sememes, (with T.H. Chang),Information: An International Interdisciplinary Journal, 12(2), 351-357, 2009(SCI/EI)
  6. ”Subtopic Segmentation for Small Corpus Using a Novel Fuzzy Model,” (with T.H. Chang) IEEE Transactions on Fuzzy Systems, Vol 15, No 4, pp 699-709
  7. New Method for Fuzzy Information Retrieval Based on Fuzzy Hierarchical Clustering and Fuzzy Inference Techniques” (with Y.J. Horng, S.M. Chen and Y.C. Chang)IEEE Transactions on Fuzzy Systems, Vol 13, No. 2, pp 216-228, 2005
  8. Automatic Chinese Essay Scoring Using Connections between Concepts in Paragraphs,(with T.H. Chang), International Conference on Asian Language Processing, Singapore, 2009.
  9. Concept-Driven Subtopic Segmentation for Domain-Specific Short Text, (with T.H. Chang, H.P.Tam), International Conference on Information, Kyoto, Japan,2009
  10. Simplify Multi-valued Decision Trees, (with C.L. Liu),The Third International Symposium of Intelligent Computation and Applications, Wuhan, China, December, 2008
  11. . Automated Chinese Essay Scoring Using Set of Literary Sememes, (with T.H Chang, P.Y Tsai and H.P Tam),IEEE International Conference on Natural Language Processing and Knowledge Engineering, Beijing, China, October, 2008.
  12. Automatic Concept Map Constructing Using Topic-specific Training Corpus,(with T.H Chang, H.P Tam, and Y.T Sung), 2nd Asia-Paci c Educational
    Research Conference APERA 2008, Singapore, November, 2008
  13. On Issues of Feature Extraction in Chinese Automatic Essay Scoring System,(with T.H. Chang, Tam, H. P), 13th International Conference on Articial
    Intelligence in Education, Los Angeles USA, July, 2007.
  14. AIMED- A personalized TV recommendation system. (with S.H Hsu, M.HWen) European Conference EuroITV 2007, Amsterdam, Netherland, May, 2007.
  15. Extensible MMI system for mobile device. (with M. Huang), International Conference of Human Computer Interaction- IASTED HCI France, March,2007
  16. Enhancing Automatic Chinese Essay Scoring System from Figures-of-Speech.(with T.H.Chang, Y.M. Chang) The 20th Paci c Asia Conference on Language,
    Information and Computation PACLIC 20, Wuhan, China, 2006
  17. The Development and Performance of Chinese Automated Essay Scoring. (with T. H. Chang, Tam, H. P. ) Proceedings of Conference on Chinese Writing Assessment, Taipei, Taiwan. 27-35.(2006).
  18. An Activity-Oriented Approach to Designing User Interface for Digital Television.(with S.H Hsu, M.H. Wen) European Conference EuroITV 2006, Athens,
    Greece 2006.
  • 2004-2000
  1. A new fuzzy information retrieval method based on document terms reweighting techniques, International Journal of Information and Management Sciences,(with Y.J. Horng and S.M. Chen) vol. 14, no. 4, pp 63-82, December 2003
  2. A new method to construct decision trees from training instances for handling classification problems. International Journal of Information and Management Sciences, Vol 14, no 2, pp 57-75, June, 2003 (with S.M Chen, Y.J. Horng)
  3. Fuzzy Information Retrieval Based on multi-relationship fuzzy concept networks,(with Y.J. Horng and S.M. Chen) Fuzzy Sets and Systems, No. 140,pp 183-205, 2003
  4. A New method for generating fuzzy rules from numerical data for handlingclassification problems. Applied Arti cial Intelligence, Vol 15, No. 7, pp. 645-664, August 2001 (with S.M.Chen and S.H. Lee)
  5. Document Retrieval Using Fuzzy-Valued Concept Networks. IEEE Transactions on System, man, and Cybernetics, Vol 31,pp 111-118, February 2001 (with
    S.M Chen, Y.J. Horng)
  6. Automatic Chinese unknown word extraction using small-corpus-based method.(withT.H. Chang)Proceedings of International Conference IEEE Natural Language and Knowledge Engineering pp.459-464. Beijing, China. 2003.
  7. Topic segmentation for short text, (with T.H. Chang)International conference on Natural Languages, Singapore, September, 2003.
  8. Fuzzy Information Retrieval Using Fuzzy Hierarchical Clustering and Fuzzy Inference Techniques, (with Y.Z. Horng and S.M. Chen) Proceedings of the 13th International Conference on Information Management, Taiwan, pp.215-222, May,2002
  9. Automatically Constructing Multi-Relationship Fuzzy Concept Networks in Fuzzy Information Retrieval Systems, IEEE on Fuzzy Systems Tenth International Conference(with Y.Z. Horng and S.M. Chen)
  10. A fuzzy information retrieval method based on multi-relationship fuzzy concept networks,Proceedings of the 2000 International Computer Symposium: Workshop on Arti cial Intelligence, Taiwan, pp. 79-86, December 2000. (with Y.Horng and S. Chen)
  • 1999-1995
  1. New methods for students’ evaluation using fuzzy sets. Fuzzy Sets and System,Vol 104, pp209-218, Jan 1999 (with S.M. Chen)
  2. Handling forecasting problems using fuzzy time series. Fuzzy Sets and System,Vol 100, pp 217-228, Dec 1998 (with J.R.Hwang, S.M. Chen)
  3. A New Interpolative Reasoning Method in Sparse Rule-Based System. Fuzzy Sets and System, Vol 93, pp 17-22, Nov 1998 (with W.H. Hsiao, S.M. Chen)
  4. On Correspondence, Line Tokens and Missing Tokens. Pattern Recognition, Vol. 28, No. 11, pp 1751-1764, Nov. 1995 (with Joshi Anapam)
  5. Correspondence problem in range data and some inelastic uses of elastic nets.IEEE Trans Neural Networks, May 1995 (with Joshi Anupam)
  6. Generating Fuzzy Rules from Numerical Data for Handling Fuzzy Classification Problems, Proceedings of 1999 National Computer Symposium, Taiwan,
    December(with Chen and Lee)
  7. Towards Java Applet Security: An Informative Approach, (with Wang and Huang) Proceedings of 1999 Workshop on Distributed System Technologies Taiwan,May, 1999
  8. A fuzzy information method using fuzzy-valued concept networks, Proceddings of 1998 Tenth International Conference on Tools with Arti cial Intelligence, Taipei, R.O.C., Nov. 1998. (with Y.Z. Horng, S.M. Chen)
  9. A New Method for finding critical paths using fuzzy PERT, Proceedings of the 1997 National Conference on Management of Technology, Kaohsiung, Taiwan,R.O.C., Nov. 1997, Vol. 2, pp 187-193. (with T.H. Chang, S.M. Chen)
  10. New Methods for Evaluating Students’ Answerscripts using Fuzzy Sets, Proceedings of 1996 International Conference on Arti cial Intelligence: Joint Conference of 1996 International Computer Symposium, Kaohsiung, Taiwan, R.O.C.,December, 1996. (with S.M.Chen)
  11. On the motion problem of a rigid planar patch and its invariance, Second Asian Conference on Computer Vision, Singapore, December, 1995
  • 1994-1990
  1. Backpropagation learns Marr’s operator. Biological Cybernetics, Vol. 70, No.1, pp 65-73, 1993 (with Joshi Anupam)
  2. Computing Three-Dimensional Motion Parameters: A Hypothesis Testing Approach.Image and Vision Computing, Vol. 11, No. 3, pp 145-154, 1993.
  3. Correspondence Problem in Image Sequence Analysis. Pattern Recognition Vol. 26, No. 1, January, 1993, pp. 47- 61. (with Joshi Anupam).
  4. Time-Varying Images: The Effect of Finite Resolution on Uniqueness, Computer Vision, Graphics, And Image Processing: Image Understanding, Vol. 54, No.1,July 1991.
  5. Finding Point Correspondences and Determining Motion of a Rigid Object from two Weak Perspective Views, (with T. Huang), Computer Vision, Graphics,
    And Image Processing: Image Understanding, Vol. 52, No. 2, Nov. 1990.
  6. A Proposed Generation Process for the Reconstruction of Space Curves (with T. Seidman and A. Rosenfeld), Image Vision and Computing, Vol. 8, No. 2,
    May, 1990.
  7. Stereo Correspondence and Missing Points, Proceedings of the INNS World Congress on Neural Networks, 1993. (with Joshi Anupam)
  8. Using Elastic Nets for Correspondence in Range Data, Proceedings of the IEEE International Conference on Neural Networks San Fransisco, 1993. (with Joshi Anupam)
  9. Elastic Nets and Stereo Correspondence, International Joint Conference on Neural Networks, Beijing, China, November, 1992. (with Joshi Anupam)
  10. On Modelling The Retina Using Neural Netwroks, International Joint Conference on Neural Networks, Singapore, November, 1991. (with joshi Anupam)
  11. Motion Estimation of A Rigid Planar Patch: A Robust Computational Technique,The Fifth Annual AI Systems in Government Conference, Washingtion,
    DC, May, 1990.
  • 1989-1985
  1. Motion and Structure from Orthographic Projections, (with T. Huang), IEEE Transactions on Pattern Recognition and Machine Intelligence, Vol. 11 May
    1989, pp. 536–540.
  2. Comments on Mohr and Henderson’s Path Consistency (with C.C. Han), Articial Intelligence, Vol. 36, 1988, pp. 125–130.
  3. Interpreting Image Curve From Multiframes, Arti cial Intelligence, Vol. 35,1988, pp. 145–163.
  4. A Comparison of Two Evidential Reasoning Schemes, Arti cial Intelligence,Vol. 35, 1988, pp. 127–134.
  5. Perception of a Quadrilateral, Pattern Recognition Letters, 7, 1988, pp. 123–127.
  6. Improved methods of estimating shape from shading using the light source coordinate system (with Azriel Rosenfeld), Arti cial Intelligence, Vol. 26, 1985,
    pp. 125–143.
  7. Determining Plane Orientation from Specular Reflectance (with M. Babu and A. Rosenfeld), Pattern Recognition, Vol. 18, No. 1, 1985, pp. 53–62.
  8. A New Evidential Reasoning Model (with C.H. Shyu, T. Cheng and C.M. Fu),The Third International Congress Expert Systems in Law, Florence, Italy, Nov.,1989.
  9. Structure and Motion From Two Perspective Views via Planar Patch, Second International Conference On Computer Vision, Florida, 1988.
  10. Chia-Hoang Lee, Motion and Structure from Orthographic Projections, (with T. Huang), Ninth International Conference on Pattern Recognition, Italy, 1988.
  11. Finding Point Correspondences and Determining Motion of a Rigid Object from two Weak Perspective Views (with T. Huang), IEEE Conference on Computer Vision and Pattern Recognition, Ann Arbor, Michigan, 1988.
  12. Structure of a General Smooth Curve From Motion, Eigth International Conference on Pattern Recognition, France, 1986.
  13. Structure and Motion of Rigid Object Having Unknown Constant Motion, (with A. Rosenfeld), Proceedings IEEE Workshop on Motion: Representation and Analysis, South Carolina, 1986.
  • 1984-1980
  1. An approximation technique for Photometric Stereo (with A. Rosenfeld), Pattern Recognition Letters, 2 1984, pp. 339–343.
  2. Albedo estimation for scene segmentation (with A. Rosenfeld), Pattern Recognition Letters, I l983, pp. 155–160.
  3. Using hightlights to constrain object size and location (with P. Thrift), IEEE Transactions on System, Man, and Cybernetics Vol. SMC-13, 1983, pp. 426–
  4. Using hightlights to constrain object size and location, (with P. Thrift) Proceedings of the Workshop on Computer Vision, North Carolina, 1982.
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