knowledge engineering & music informatics

P UBLICATION L IST

Journal Papers | Conference Papers | Honor | Patent | Useful Link


JOURNAL PAPERS

  1. Man-ni Chu, Ming-lei Yu, Jia-Lien Hsu, "Calculating the Distance between Languages with Deep Learning" Biomedical Signal Processing and Control, accepted. 2023. [SCI].
  2. Balaji Natesan, Anandakumar Singaravelan, Jia-Lien Hsu, Yi-Hsien Lin, Baiying Lei , and Chuan-Ming Liu, "Channel–Spatial Segmentation Network for Classifying Leaf Diseases" Agriculture, Vol. 12, No 11, 2022. [SCI].
  3. Chen, Tsung-Tai, Chyi-In Wu, Ming-Hsin Phoebe Chiu, Jia-Lien Hsu, Mao-Hung Liao, Ya-Seng Arthur Hsueh, and Wei-Chih Su, "Factors Associated with the Patient/Client Use of Report Cards, Physician Rating Websites, Social Media, and Google for Hospital and Physician Selection: A Nationwide Survey" Healthcare, Vol. 10, No 10, 2022. [SCI].
  4. Justin Chu, Chung-Ho Hsieh, Yi-Nuo Shih, Chia-Chun Wu, Anandakumar Singaravelan, Lun-Ping Hung and Jia-Lien Hsu, "Operating Room Usage Time Estimation with Machine Learning Models," Healthcare, Vol. 10, No 1518, 2022. [SCI].
  5. Anandakumar Singaravelan, Chung-Ho Hsieh, Yi-Kai Liao, and Jia-Lien Hsu, "Predicting ICD-9 Codes Using Self-Report of Patients," Applied Sciences, Vol. 11, No 10046, 2021. [SCI].
  6. Jia-Lien Hsu and Shuh-Jiun Chang, "Generating Music Transition by Using a Transformer-based Model," Electronics, Vol. 10, No 18:2276, 2021. [SCI].
  7. Pei-Tse Yang, Wen-Shuo Wu, Chia-Chun Wu, Yi-Nuo Shih, Chung-Ho Hsieh and Jia-Lien Hsu, “Breast cancer recurrence prediction with ensemble methods and cost-sensitive learning,” Open Medicine, Vol. 16, No 1, 2021. [SCI].
  8. Yi-Nuo Shih, Jia-Lien Hsu, Yi-Ching Wang, Chia-Chun Wu, and Yin-Huang Liao, “Test–retest reliability and criterion-related validity of Shih–Hsu test of attention between people with and without schizophrenia,” British Journal of Occupational Therapy, 2021. [SCI].
  9. Jia-Lien Hsu, Teng-Jie Hsu, Anandakumar Singaravelan, and Chung-Ho Hsieh, "Applying Convolutional Neural Networks to Predict the ICD-9 Codes of Medical Records," Sensors, Vol. 20, No 24, 7116, Dec. 2020. [SCI].
  10. Jia-Lien Hsu, Chia-Hui Lee, and Chung-Ho Hsieh, "Digitizing abdominal palpation with a pressure measurement and positioning device," PeerJ, Vol. 8, e10511, Dec. 2020. [SCI].
  11. Yi-Nuo Shih, Jia-Lien Hsu, Chia-Chun Wu, and Jia-Hui Hsiao, “Development of an iPad-based Assessment Tool of Attention and validation in Elder Employee,” WORK: A Journal of Prevention, Assessment & Rehabilitation, Vol. 67, No 4, 2020. [SSCI].
  12. Jia-Lien Hsu, Yan-Lin Zhen, Tzu-Chieh Lin, and Yi-Shiuan Chiu, "Affective content analysis of music emotion through EEG," Multimedia Systems, Vol. 24, No 2, 195 - 210, Mar. 2018. [SCI, EI].
  13. 徐嘉連, "從療效因子角度看歌唱團體治療對精神科康復之家住民的影響" 中華團體心理治療, Vol. 23, No 3, Sep. 2017. P5-19.
  14. Jia-Lien Hsu and Tzu-Han Hsiao, "Finding sequence clusters: A shared near neighbors approach," Journal of Information Science and Engineering, Vol. 31, No 5, Sept. 2015. [SCI, EI].
  15. Jia-Lien Hsu and Chien-Chang Huang, "Designing a Graph-based Framework to Support a Multi-modal Approach for Music Information Retrieval," Multimedia Tools and Applications, Vol. 74, No 15, Aug. 2015. DOI: 10.1007/s11042-014-1860-2. [SCI, EI].
  16. Jia-Lien Hsu, Ping-Cheng Hung, Hung-Yen Lin, and Chung-Ho Hsieh, "Applying under-sampling techniques and cost-sensitive learning methods on risk assessment of breast cancer," Journal of Medical Systems, Vol. 39, No 4, Feb. 2015. [SCI].
  17. Jia-Lien Hsu, Yu-Shu Wu, and I-Chin Wu, "A Hybrid Method for Sequence Clustering," Journal of Information Science and Engineering, Vol. 30, No 5, Sept. 2014. [SCI, EI].
  18. Jia-Lien Hsu and Ya-Chao Lai, "Automatic Playlist Generation by Applying Tabu Search," International Journal of Machine Learning and Cybernetics, Vol. 5, No 4, Aug. 2014. DOI: 10.1007/s13042-013-0151-y. [EI].
  19. I-Chin Wu, Guan-Wei Chen, Jia-Lien Hsu, and Chun-Yu Lin, "An Entropy-based Query Expansion Approach for Learning Researchers' Dynamic Information Needs," Knowledge-based Systems, Vol. 52, Nov. 2013. DOI: 10.1016/j.knosys.2013.07.017. [SCI].
  20. Jia-Lien Hsu and Yen-Fu Li, "A Cross-Modal Method of Labeling Music Tags," Multimedia Tools and Applications, Vol. 58, No 3, Jun. 2012. DOI: 10.1007/s11042-011-0729-x. [SCI, EI].
  21. 吳玉舒、徐嘉連 (2012,05)。〈多標籤子序列分群方法〉。輔仁學誌，第 45卷。
  22. 黃建彰、徐嘉連( 2012,05)。〈音樂物件之社群標籤〉。輔仁學誌，第 45卷。
  23. 馮寶珠、林文賢、徐嘉連 (2011,06)。〈「輔仁大學日文系電腦輔助日語文法教材資料庫」簡介〉。人文與社會科學簡訊，第 12卷，第 3期。
  24. 徐嘉連、鄒濟鴻 (2010,12)。〈影像資料管理平台〉。輔仁學誌，第 44卷。
  25. 尤姿文、徐嘉連( 2009,12)。〈μzBox: 音樂資訊查詢與管理系統〉。輔仁學誌，第 43卷。
  26. 袁欣華、徐嘉連( 2007,12)。〈利用聲部結構於多音音樂之比對與排序〉。輔仁學誌，第 41卷。
  27. 劉益助、徐嘉連 ( 2004,12)。〈從音樂資料中找出近似重複樣型的curve-based演算法〉。輔仁學誌，第 38卷。
  28. Jia -Lien Hsu, Chih-Chin Liu, and Arbee L.P. Chen, "Discovering Non-trivial Repeating Patterns in Music Data," IEEE Transactions on Multimedia, Vol. 3, No. 3, Sep. 2001. [SCI].
  29. Chih-Chin Liu, Jia-Lien Hsu, and Arbee L.P. Chen, "Efficient Near Neighbor Searching Using Multi-Indexes for Content-Based Multimedia Data Retrieval," Multimedia Tools and Applications, Vol. 13, No. 3, Mar. 2001. [SCI, EI].

CONFERENCE PAPERS

  1. Pei-Tse Yang, Shih-Ming Kuang, Chia-Chun Wu, and Jia-Lien Hsu*, "Predicting Music Emotion By Using Convolutional Neural Network," in Proceedings of HCI International 2020, (Virtual Conference), Copenhagen, Denmark, July. 2020. [HCIB/HCII 2020, LNCS 12204 proceedings, EI].
  2. Jia-Lien Hsu and Chia-Chun Wu，"A personalized approach for recognizing music emotion on mobile devices", in Proceedings of the 5th Annual Conference on Engineering and Information Technology，Kyoto，Japan，2018.
  3. 徐嘉連、張瓊文、張俊盛 (2015,10)。〈基於貝氏定理自動分析語料庫與標定文步〉。ROCLING 2015，新竹。
  4. Jia -Lien Hsu, Yan-Lin Zhen, Tzu-Chieh Lin and Yi-Shiuan Chiu, "Personalized Music Emotion Recognition using Electroencephalography (EEG)," in Proceedings of IEEE International Symposium on Multimedia (ISM-2014), Taichung, Dec. 2014. [IEEE, EI].
  5. Jia -Lien Hsu and Chiu-Yuan Ho, "Designing a multi-modal association graph for music objects," in Proceedings of HCI International 2014, Creta Maris, Jun. 2014. [HCIB/HCII 2014, LNCS 8527 proceedings, EI].
  6. Jia -Lien Hsu and Tzu-Han Hsiao, "A Multi-label Clustering Method for Sequence Data," in Proceedings of International Conference on Electrical Engineering and Computer Science, Tokyo, Mar. 2013. [EI].
  7. Jia-Lien Hsu and Shuk-Chun Chung, "Constraint-based Playlist Generation by Applying Genetic Algorithm," in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC), Anchorage, Oct. 2011. [EI Compendix/IEEE Xplore].
  8. 許聆容、徐嘉連 (2011,04)。〈在行動裝置上以情緒模組提供個人化音樂服務系統〉。中華民國第一屆網路智能與應用研討會，高雄。
  9. Jia -Lien Hsu and Wei-Hsien Chien, "VisMusic: Music Visualization with Interactive Browsing," in Proceedings of International Conference on Computational Collective Intelligence - Semantic Web, Social Networks & Multiagent Systems (ICCCI 2010, Part III, LNAI 6423), Kaohsiung, Nov. 2010. [LNAI, EI].
  10. Jia -Lien Hsu and Yu-Yung Su, "Strategy-based Personal Music Channel Service," in Proceedings of International Conference on Machine Learning and Cybernetics, Qingdao, Jul. 2010. [EI Compendix / IEEE Xplore].
  11. Jia-Lien Hsu and Hong-Xiang Yang, "A Modified K-means Algorithm for Sequence Clustering," in Proceedings of Ninth International Conference on Hybrid Intelligent Systems (HIS-2009), Aug. 2009. [EI Compendix / IEEE Xplore].
  12. 徐嘉連、毛慧雯( 2009,05)。〈使用決策樹預測電信業優質及可能流失之客戶〉。 KC2013知識社群研討會，臺灣。
  13. 徐嘉連、張皇裕( 2009,04)。〈運用地理資訊精進房貸風險預測〉。 資訊科技國際研討會，臺灣。
  14. Jia-Lien Hsu and Ya-Hung Tseng, "Music Visualization with DISC and Structural Feature Diagram," in Proceedings of the 2008 International Conference on Data Mining (DMIN'08), Jul. 2008.
  15. Ai-Ti Chiu, Jia-Lien Hsu, and Hong-Xiang Yang, "Querying Streaming MusicXML with XPath," in Proceedings of the 2007 International Conference on Multimedia Systems and Applications (MSA'07)2007, Jun. 2007.
  16. Yu-Chih Shen, Jia-Lien Hsu, and Shuk-Chun Chung, "MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXML," in Proceedings of the 2006 International Conference on Data Mining (DMIN'06), Jan. 2007.
  17. Ai-Ti Chiu and Jia-Lien Hsu, "An Automaton-Based Filtering System for Streaming MusicXML," in Proceedings of the 2006 International Conference on Semantic Web & Web Services (SWWS'06), Jan. 2007.
  18. 徐嘉連、張青揚 (2005,10)。〈針對生化代謝之資料模組、範例式查詢以及查詢處理演算法〉。 National Computer Symposium (NCS)。
  19. 徐嘉連、沈裕智 (2005,09)。〈針對 MusicXML 格式的音樂物件所提出的特徵擷取與分類方法之研究〉。 National Computer Symposium (NCS)。
  20. Ching-Yang Chang, and Jia-Lien Hsu, "Modeling, QBE-like Query and Processing for Metabolic Pathway Data," in Proceedings of Symposium and Workshop of Bioinformatics in Taiwan (BIT 2005), Sep. 2005.
  21. Jia-Lien Hsu, Arbee L.P. Chen, and Hung-Chen Chen, "Finding Approximate Repeating Patterns from Sequence Data," in Proceedings of International Conference on Music Information Retrieval (ISMIR 2004), Oct. 2004.
  22. Jia-Lien Hsu, Arbee L.P. Chen, Hung-Chen Chen, and Ning-Han Liu, "The Effectiveness Study of Various Music Information Retrieval Approaches," in Proceedings of International Conference on Information and Knowledge Management (ACM CIKM’02), Nov. 2002.
  23. Jia-Lien Hsu and Arbee L.P. Chen, "Building a Platform for Performance Study of Various Music Information Retrieval Approaches," in Proceedings of International Symposium on Music Information Retrieval (ISMIR 2001), Oct. 2001.
  24. Arbee L.P. Chen, Maggie Chang, Chen, J., Chih-How Hsu, and Jia-Lien Hsu, "Query by Music Segments: An Efficient Approach for Song Retrieval," in Proceedings of IEEE International Conference on Multimedia and Exposition (ICME’00), IEEE, Jul. 2000.
  25. Chih-Chin Liu, Jia-Lien Hsu, and Arbee L.P. Chen, "An Approximate String Matching Algorithm for Content-Based Music Data Retrieval," in Proceedings of the International Conference on Multimedia Computing and Systems (ICMCS’99), IEEE, Jun. 1999.
  26. Chih-Chin Liu, Jia-Lien Hsu, and Arbee L.P. Chen, "Efficient Theme and Non-Trivial Repeating Pattern Discovering in Music Databases," in Proceedings of the 15th International Conference on Data Engineering (ICDE’99), Mar. 1999.
  27. Jia-Lien Hsu, Chih-Chin Liu, and Arbee L.P. Chen, "Efficient Repeating Pattern Finding in Music Databases," in Proceedings of Seventh International Conference on Information and Knowledge Management (ACM CIKM), ACM, Nov. 1998.

HONOR

  1. 科技部「101年度科技部開放軟體研發專案計畫之績優團隊」， 2014
  2. 輔仁大學「理工學院教師及研究人員研究成果獎勵」， 2013
  3. 輔仁大學資工系「輔大資工系大學部專題製作競賽」（手機組）， 2011
  4. 財團法人育秀教育基金會「第八屆育秀盃創意競賽」， 2010
  5. 輔仁大學資工系「輔大資工系大學部專題製作競賽」指導同學、獲獎第三名， 2009
  6. 中華民國資訊學會「碩博士最佳論文獎‧博士論文佳作獎」， 2001

PATENT

  1. 應用虛擬實境模擬兒童日常生活訓練的虛擬實境互動式系統 （專利證號： TW I800124），2023
  2. 在音樂資料庫中快速地找出重複樣型的方法（專利證號： TW 134411），2001

USEFUL LINK

  1. ACM (Association for Computing Machinery)
    http://www.acm.org
  2. IEEE (the Institute of Electrical and Electronics Engineers, Inc.)
    http://www.ieee.org
  3. IRCAM (Institut de recherche et coordination acoustique/musique)
    http://www.ircam.fr
  4. ISMIR (The International Conferences on Music Information Retrieval and Related Activities)
    http://www.ismir.net
  5. Content-Based Music Information Retrieval
    http://citeseer.nj.nec.com/257212.html
  7. Music Information Retrieval Research
    http://www.cc.gatech.edu/~ebeowulf/musicLinks.html
  8. Searching for Sound and Music at IRCAM
    http://mediatheque.ircam.fr/articles/textes/Fingerhut99c/
  9. ACM SIGMM (Association for Computing Machinery's Special Interest Group on Multimedia)
    http://sigmm.utdallas.edu/apache/announcement/SIGMM_Top100_july-oct-2008.html