Publication

  1. Li-wei Chang, Von-Wun Soo,Audio Super resolution using zero-Shot neural networks, WOCMAT 2019.
  2. Chi-Sheng Wu, Shiang Lee and Von-Wun Soo, OveNet: A Hyper-Range U-Net for Singing Voice Separation, IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, 2019.
  3. Von-Wun Soo, Andy Lin, Bao-Yu Hu, Yi-Ching Peng, Jacob Li, Hsueh-Min Lin and Shan-Yian Yang, Automatic Advice Generation for Contracts Based on Case-based Comparison, Thirteenth International Workshop on Juris-informatics (JURISIN), 2019.
  4. Guan-Fu Peng, Yi-Shian Yang, Chen-Yu Tsai and Von-Wun Soo, Generate Modern Chinese Poems from News Based on Text Style Transfer Using GAN, TAAI, Kaohsiung, 2019.
  5. Matteo Soo, Ya-Chi Yang and Von-Wun Soo, Automatic Conversion of a Chinese Fairy Story into a Script – A Preliminary Report, Kaohsiung, TAAI 2019.
  6. Guan-Yuan Chen and Von-Wun Soo, Deep Domain Adaptation for Low-Resource Cross-Lingual Text Classification Tasks, Hanoi, Vietnam, PACLING 2019.
  7. Yu-chen Kuo and Von-Wun Soo, Predictions on Indications of Traditional Chinese Medicine based on a Random Walk Model, CSCE-BIOCOMP, Las Vegas, 2019.
  8. Ming-HsinTsai, Yen-Yi Liu, Von-Wun Soo, Chih-Chieh Chen, A New Genome-to-Genome Comparison Approach for Large-Scale Revisiting of Current Microbial Taxanomy, Microorganisms, Vol. 7, no. 161, 2019.
  9. Von-Wun Soo, Chih-Fang Huang, AI Lyrics for Music, ACMP 2018.
  10. Von-Wun Soo, Chih-Fang Huang, Yu-Huei Hsu, and Mei_Ju Su, AI Applications on Music Technology for Edutainment, ICITL 2018.
  11. Peng-Yu Chen and Von-Wun Soo, Humor Recognition Using Deep Learning, NAACL 2018. (one of the top NLP internaitonal conferences)
  12. Von-Wun Soo, How Can Computer Tell Stories? IC-LYCS 2018 (Keynote talk)
  13. Che-Yu Lee and Von-Wun Soo, Predict Stock Price with Financial News Based on Recurrent Convolutional Neural Networks, TAAI 2017.
  14. Yu-Huei Su, Von-Wun Soo, Chih-Fang Huang,Mei-Chih Chen, Hsi-Chang Li, Heng-Shuen Chen, Implementation of Interactive Ecological Sound Devices in a Long Term Care Facility, EMS2017
  15. Chi-Sheng Wu, Lei Pan, and Von-Wun Soo, Secondary Learning and Kernel Initialization on Auto-tagging of Music Events Using Convolutional Neural Networks ”, ICICE2017.
  16. Ming-Hsin Tsai, Yen-Yi Liu and Von-Wun Soo, PathoBacTyper: A web server for pathogenic bacteria identification and molecular genotyping”, Frontiers in Microbiology-Infectious Diseases,2017.
  17. Von-Wun Soo, Chi-Mou Lee, Tai-Hsun Chen, Generate Believable Causal Plots with User Preferences Using Constrained Monte Carlo Tree Search,AIIDE 2016.
  18. Von-Wun Soo, Tai-Hsun Chen, Chi-Mou Lee, Generate Causal Story Plots by Monte Carlo Tree Search Based on Common Sense Ontology, In proceeding of SCIS&ISIS, Sapporo, Japan, 2016.
  19. Tzu-Chun Chen and Von-Wun Soo, Feature Selection in Learning Common Sense Associations Using Matrix Factorization , International Journal of Fuzzy Systems, 2016.
  20. Wan-Yu Yu, Von-Wun Soo, Men-Shen Tsai, Power distribution system service restoration bases on a committee-based intelligent agent architecture. ,Eng. Appl. of AI, 2015.
  21. Enkhbold Bataa and Von-Wun Soo, A Genetic Algorithm Approach To Story Generation, Journal of International Cooperation (JIC), 2015.
  22.  Ontoniel J. Campos and Von-Wun Soo. Haiku generation using differential evolution genetic algorithms with an emphasis on surprise , Journal of International Cooperation (JIC), 2015.
  23.  Wan-Yu Yu, Von-Wun Soo, and Meng-Sheng Tsai,  Power Distribution System Service Restoration Bases on A Committee-Based Intelligent Agent Architecture , Engineering Applications of Artificial Intelligence, Volume 41, May 2015, Pages 92–102. (2014 impact factor 1.962.
  24. Dagoberto Josue Vaquedano Garrido and Von-Wun Soo, A genetic algorithm based on maximum Likelihood and Normalized mutual information to infer haplotypes from genotyoe. , Journal of International Cooperation (JIC), Vol.9, September, 2014.
  25.  Yu-Fen Huang, Hsiang-Yuan Yeh and Von-Wun Soo, Network-based Inferring Drug-Disease Associations from Chemical, Genomic and Phenotype Data , BMC Medical Genomics 2013 . (SCI) (impact factor 3.77)
  26. Hsiang-Yuan Yeh, Wei-Chih Lin, Yu-Fen Huang, andVon-Wun Soo,  A brief survey on computational and systems biology approaches to reveal drug and disease associations , Current Drug Discovery Technologies,Vol. 10, No. 2, pp114-124, 2013.
  27. Liang-Chun Chen, Hsiang-Yuan Yeh, Cheng-Yu Yeh, Carlos Roberto Arias and Von-Wun Soo,Identifying co-targets to fight drug resistance based on a random walk model ,BMC Systems Biology, 2012. (Impact factor 3.57)
  28. Carlos Roberto Arias, Hsiang-Yuan Yeh and Von-Wun Soo, Biomarker identification for prostate cancer and lymph node metastasis from microarray data and protein interaction network using gene prioritization method , The Scientific World Journal, 2012 (impact factor 1.524.)
  29. Shih-Heng Yeh, Hsiang-Yuan Yeh and Von-Wun Soo, A network flow approach to predict drug targets from microarray data, disease genes and interactome network – case study on prostate cancer . Journal of Clinical Bioinformatics, 2:1, 2012.
  30. Shih-Yao Yang and Von-Wun Soo, Extract Conceptual Graphs from Plain Texts in Patent Claims , International Scientific Journal Engineering Applications of Artificial Intelligence, 2012.  (Impact factor 1.444).
  31. Hsiang-Yuan Yeh, Cheng-Yu Yeh, Carlos Roberto Arias, andVon-Wun Soo, Pathway detection from protein interaction networks corresponding to gene expression data using color-coding methods and a* search algorithms.  The Scientific World Journal, vol. 2012, 14 pages, 2012. (Impact factor 1.524)
  32. Shih-Fang Lin, Ke-Ting Xiao, Yu-Ting Huang, Chung-Cheng Chiu and Von-Wun Soo, Analysis of adverse drug reactions using drug and drug target interactions and graph-based methods , Artificial Intelligence in Medicine, Vol 48. No. 2-3, pp. 161-166, 2010.
  33. Chung-Cheng Chiu and Von-Wun Soo, Automatic Complexity Reduction in Reinforcement Learning , Computational Intelligence, Vol. 26. No. 1, pp. 1-25, 2010.
  34. Hsiang-Yuan Yeh, Shih-Wu Cheng, Yu-Chun Lin, Shih-Fang Lin and Von-Wun Soo, Identifying Significant Genetic Regulatory Networks in the Prostate Cancer from Microarray Data Based on Transcription Factor Analysis and Conditional Independency , BMC Medical Genomics 2009, 2:70. (SCI) (impact factor 3.77)
  35. Shih-Fang Lin, Ke-Ting Xiao, Yu-Ting Huang, Von-Wun Soo, A Tool for Finding Possible Explanations for Adverse Drug Reactions through Drug and Drug Target Interactions , Artificial Intelligence in Medicine. 2009. (SCI)
  36. Paul Hsueh-Min Chang and Von-Wun Soo, Planning-Based Narrative Generation in Simulated Game Universes , IEEE Transactions on Computational Intelligence and AI in Games, Vol. 1. No. 3, pp. 200-213, 2009.
  37. Cheng-Yen Chen and Von-Wun Soo,  The Step Similarity Comparisons on Method Patents, Journal of Internet Technology, 2008.
  38. Chen-Yu Lee and Von-Wun Soo, Erratum to “The conflict detection and resolution in knowledge merging for image annotation , Information Processing and Management, Vol. 44, No. 1, pp. 430, 2008.
  39.  Shian-Luen Cheng , Shih-Yao Yang , Von-Wun Soo,   Patent Terminology Classification Using Relaxation Labeling , Journal of Internet Technology, Vol. 8. No. 4, 2007.
  40. Hsiang-Yuan Yeh, Shih-Wu Cheng, Paul Hsueh-Min Chang, Wei-Shen Lai, Von-Wun Soo,Automatic Web Service Selection Using Ontology and QoS , International Journal of Electronic Business Management, 2007. (96-2628-E-007-044-MY3)
  41. Von-Wun Soo, Szu-Yin Lin, Shih-Yao Yang, Shih-Neng Lin and Shian-Luen Cheng, A cooperative multi-agent platform for invention based on patent document analysis and ontology , Expert Systems with Applications, Vol. 31. No. 4, pp. 766-775, 2006.
  42. Chen-Yu Lee and Von-Wun Soo, The Conflict Detection and Resolution in Knowledge Merging for Image Annotation , Information Processing & Management, Vol. 42. No. 4, pp. 1031-1045, 2006. (SSCI)
  43. Shih-Yao Yang, Szu-Yin Lin, Shih-Neng Lin, Shian-Luen Cheng, and Von-Wun Soo. An Ontology-based Multi-Agent Platform For Patent Knowledge Management ,International Journal of Electronic Business Management, Vol. 3, No.3, pp.181-192, 2005.
  44. Chen-Yu Lee and Von-Wun Soo, Guiding Annotation for Retrieval of Archived Historical Images Based on Domain Common Sense and Ontology , International Journal of Human-Computer Studies. (under revision ) (SSCI,SCI)
  45. Von-Wun Soo, Szu-Yin Lin, Shih-Yao Yang, Shih-Neng Lin, and Shian-Luen Cheng, A Cooperative Multi-Agent Platform for Patent Document Analysis and Invention based on Ontology , Expert Systems with Applications, (Accepted) (SCI)
  46. Shih-Yao Yang, Szu-Yin Lin, Shih-Neng Lin, Shian-Leuen Cheng and Von-Wun Soo, An Ontology-based Multi-Agent Platform for Patent Knowledge Management , International Journal of Electronic Business Management, Vol. 3. No. 3, pp. 181-192, 2005.
  47. Jen-Hiang Chen, Kuo-Ming Chao, Nick Godwin, and Von-Wun Soo, Combining Cooperative and Non-Cooperative Automated Negotiations, Information System Frontiers , Kluwer Academic Publishers, Vol. 7, No. 4/5. pp. 391-404, Dec. 2005. (SCI)
  48. 蘇豐文: 智慧型代理人—前瞻性資訊技術 , 科學發展, 381期, 九月, 2004.
  49. Von-Wun Soo, Chun-Yu Lee, Chao-Ming Lin, Answering Simple Historical Questions by Ontology and Semantic Annotated Documents , (Invited) Archives Quarterly, Vol. 2, No. 2, 2003. (MOE Program for Promoting Academic Excellence of Universities under the grant number 89-E-FA04-1-4.)
  50. Shin-Hung Wu, Pey-Ching Yang, and Von-Wun Soo, An Assessment on Character-based Chinese News Filtering Using Latent Semantic Indexing , Journal of Computational Linguistics and Chinese Language Processing, Vol. 3, No. 2, 1998.
  51. Koong H. –C. Lin, Von-Wun Soo, and Sandiway Fong, Dealing with Nominalizations in Mandarin Chinese Using a Principles and Parameters Parser , Computer Processing of Oriental Language, 1998.
  52. Koong-Kaing Lin, Rey-long Liu and Von-Wun Soo, Interactive Acquisition of Thematic Information of Verbs Based on a Corpus of Mandarin Chinese Legal Document , Computer Processing of Oriental Language, 1997.
  53. Tng-Bo Chen, Koong-Kiang Lin and Von-Wun Soo, Training Recurrent Neural Networks to Learn Lexical Encoding and Thematic Role Assignment in Parsing Mandarin Chinese Sentences , Neurocomputing, Elsevier Science, 1997. (NSC-84-2213-E-007-048) (EI, SCI)
  54. Koong-Kiang Lin, Tung-Bo Chen and Von-Wun Soo, Neural Network Learning and Encoding of Thematic Role Assignment in Parsing Simple Chinese Sentences ,Journal of Information Science and Engineering, 11, 109-126,1995.
  55. Kong-Kiang Lin and Von-Wun Soo, Hypothesis Scoring over Theta-grid Information in Parsing Chinese Sentences with Serial Verb Constructions ,Computer Processing of Chinese and Oriental Languages, June, 1995.
  56. Hown-Wen Chen and Von-Wun Soo , Plasticity of Feed-forward Neural Networks in Assimilating Training Instance Based on Non-Batch Learning , Neurocomputing, 7, 299-309,1995. (NSC-84-2213-E-007-021) (EI, SCI)
  57. Von-Wun Soo, Jan-Sin Wang and Shih-Pu Wang , Discovery and Learning From a Clinical database — An Incremental Concept Formation Approach , Artificial Intelligence in Medicine, 1994. (EI)
  58. Rey-long Liu and Von-Wun Soo , A New Algorithm for Deterministic Parsing and its Application to Grammar and Style Checking , Journal of Information Science and Engineering, Vol. 10. No. 3, Sept., 1994. (EI)
  59. Wei-Chang Lin and Von-Wun Soo , Evidential Relaxation Labeling Scheme to Perform Non-monotonic and Uncertain Reasoning , Journal of Information Science and Engineering, Vol. 10, No. 2, June, 1994. (EI)
  60. Rey-Long Liu and Von-Wun Soo , Explanation-based Natural Language Acquisition Using Universal Linguistic Principles as Innate Domain Theory ,Applied Artificial Intelligence, An International Journal, Vol. 8, issue 4, 1994. (SCI,EI)
  61. Von-Wun Soo, Jan-Fu Hwang, Tung-Bo Chen, and Chin Yu, Divide and Conquer, Pattern Matching and Relaxation Methods in Interpretation of 2D NMR Spectra of Polypeptides , Journal of Computational Chemistry, Vol. 14, No. 10, 1164-1171, 1993. (SCI)
  62. Von-Wun Soo, and Karen Huang , On Evidential Relaxation Labeling — A Scheme Toward Knowledge-based Vision , Journal of Information Science and Engineering, 9,153-175, 1993.
  63. Von-Wun Soo, S. Perng, S. Wu, and K. Lin , Building Expert System Environment and Using Neural Network Techniques to Learn the Parameter Values for Metal Soldering Conditions , Bimonthly Journal of Metal Industry (in Chinese), Vol. 27, No.3, 104-110, 1993.
  64. Rey-long Liu and Von-Wun Soo , Parsing Driven Generalization for Natural Language Acquisition International Journal of Pattern Recognition and Artificial Intelligence, vol. 7. No. 3, 621-644, 1993.
  65. Von-Wun Soo and Tse-Ching Wang , Integration of Qualitative and Quantitative Reasoning in Iterative Parametric Mechanical Design , Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Vol. 6, No. 2, 1992.
  66. Chin Yu, Jan-Fu Hwang, Tung-Bo Chen and Von-Wun Soo. RUBIDIUM–A Program for Computer-aided Assignment of 2D NMR Spectra of Polypeptides ,Journal of Chemical Information and Computer Science, 183-187,1992.
  67. Jih, and Von-Wun Soo, An Incremental Algorithm for Learning from Examples ,Journal of Computers, (in Chinese) Vol. 2. No. 1, pp. 13-29, Spring, 1990.
  68. Rey-long. Liu, and Von-Wun Soo, Dealing with Ambiguities in English Conjunction and Comparatives using a Deterministic Parser , International Journal of Pattern Recognition and Artificial Intelligence, Vol. 4, no. 4, pp. 629-649, Dec, 1990.
  69. L. Garfinkel, D. Cohen, and Von-Wun Soo, D. Garfinkel, and C. Kulikowski , An Artificial Intelligence Techniques for Qualitatively Derived Enzyme Kinetic Mechanisms from Initial Velocity Measurement and its Applications to Hexokinase , Biochemical Journal, pp. 264, 175-184, 1989.
  70. Von-Wun Soo, C. Kulikowski, D. Garfinkel, and L. Garfinkel , Theory Formation in Postulating Enzyme Kinetic Mechanisms: Reasoning with Constraints , Computer and Biomedical Research, 21, pp. 381-403, 1988