中文|English

    2023
  • [WCY23]Ida Wahyuni, Chin-Chun Chang , Hua-Sheng Yang ,Wei-Jen Wang, Deron Liang, "Multistage Parameter Optimization for Rule Generation for Multistage Manufacturing Processes”, IEEE Transactions on Industrial Informatics, 1-11, September, 2023. (Download)
  • [ACL23]Ridlo Sayyidina Auliya, Chia-Ching Chen, Po-Ru Lin, Deron Liang, Wei-Jen Wang, "Optimization of message delivery reliability and throughput in a DDS-based system with per-publisher sending rate adjustment”, Telecommunication Systems, 1-16, 2023. (Download)

  • 2022
  • [RLL22]Asyrofa Rahmi1, Hung Yuan Lu, Deron Liang, Dinda Novitasari, Chih Fong Tsai, "Role of Comprehensive Income in Predicting Bankruptcy”, Computational Economics, 1-32, October, 2022. (Download)
  • [SCA22] Anindita Suryarasmi, Chin-Chun Chang, Rania Akhmalia, Maysa Marshallia, Wei-Jen Wang, Deron Liang, "FN-Net: A lightweight CNN-based architecture for fabric defect detection with adaptive threshold-based class determination”, Displays, Volume 73, pp. 102241, July, 2022. (Download)
  • [ACW22] Philip F.E. Adipraja, Chin-Chun Chang, Wei-Jen Wang, Deron Liang, "Prediction of per-batch yield rates in production based on maximum likelihood estimation of per-machine yield rates”, JOURNAL OF MANUFACTURING SYSTEMS, Volume 62, pp. 249-262, January, 2022. (SCI:IF=8.633 RANK:1/85 in OPERATIONS RESEARCH & MANAGEMENT SCIENCE) (Download)

  • 2021
  • [LLW21] Lee, Yen-Lin, Deron Liang, and Wei-Jen Wang, "Optimal Online Liveness Fault Detection for Multilayer Cloud Computing Systems", IEEE Transactions on Dependable and Secure Computing”, Volume 19, Issue5, pp. 3464-3477, July, 2021. (SCI:IF=7.329 RANK:3/108 in COMPUTER SCIENCE, SOFTWARE ENGINEERING) (Download)
  • [PYC21] Rekyan Regasari Mardi Putri, Ching-Han Yang, Chin-Chun Chang, Deron Liang, “Smartwatch-based Open-set Driver Identification by Using GMM-based Behavior Modeling Approach”, IEEE Sensors Journal, Volume 21, Issue 4, pp. 4918-4926, February 2021. (SCI:IF=3.301) (Download)
  • [LAC21] Yen-Lin Lee, Shinta Nuraisya Arizky, Yu-Ren Chen, Deron Liang, Wei-Jen Wang, “High-Availability Computing Platform with Sensor Fault Resilience”, Sensors, Volume 21, Issue 2, pp. 542, January, 2021. (SCI:IF=3.576 RANK:15/68 in INSTRUMENTS & INSTRUMENTATION) (Download)

  • 2020
  • [LTL20] Deron Liang, Chih-Fong Tsai, Hung-Yuan(Richard) Lu, Li-Shin Chang, “Combining corporate governance indicators with stacking ensembles for financial distress prediction”. Journal of Business Research, Volume 120, pp. 137-146, November 2020. (SSCI:IF=7.55 RANK:28/153 in BUSINESS , Cited:4) (Download)

  • 2018
  • [YCL18] Ching-Han Yang, Chin-Chun Chang, Deron Liang, “A Novel GMM-Based Behavioral Modeling Approach for Smartwatch-Based Driver Authentication”, Sensors, Volume 18, Issue 4, March 2018. (SCI:IF=3.031 RANK:16/65 in INSTRUMENTS & INSTRUMENTATION , Cited:4) (Download)
  • [LTD18] Deron Liang1, Chih-Fong Tsai, An-Jie Dai1, William Eberle, “A novel classifier ensemble approach for financial distress prediction”,Knowledge and Information Systems, Volume 54, Issue 2, pp. 437–462, February 2018. (SCI:IF=2.397 RANK:70/155 in COMPUTER SCIENCE, INFORMATION SYSTEMS , Cited:18) (Download)


  • 2016
  • [LLT16] Liang, D., Lu, C.-C., Tsai, C.-F., and Shih, G.-A., “Financial Ratios and Corporate Governance Indicators in Bankruptcy Prediction: A Comprehensive Study”. European Journal of Operational Research, Volume 252, Issue 2, pp. 561-572, 2016. (SCI:IF=3.297 RANK:7/84 in OPERATIONS RESEARCH & MANAGEMENT SCIENCE , Cited:89) (Download)
  • [BLP15] Komang Candra Brata, Deron Liang, and Sholeh Hadi Pramono, “Location-Based Augmented Reality Information for Bus Route Planning System”, International Journal of Electrical and Computer Engineering Volume 5, Issue 1, pp. 142-149, February 2015. (IJECE) (Download)

  • 2015
  • [LCL15] Chien-Cheng Lin, Chin-Chun Chang, Deron Liang*, “A Novel Non-Intrusive User Authentication Method based on Touch Gesture of Smartphones”, Journal of Internet Technology, Volume 16, Issue 5, pp.801-810, September, 2015. (SCI:IF=0.533 RANK:70/82 in TELECOMMUNICATIONS) (Download)
  • [LLL15] Chien-Kuo Li, Deron Liang*, Fengyi Lin, Kwo-Liang Chen, “The Application of Corporate Governance Indicators with XBRL Technology to Financial Crisis Prediction”, Emerging Markets Finance and Trade, 51, sup1, pp. 58-72, 2015. (SSCI:IF=0.768 RANK:188/346 in ECONOMICS , Cited:1) (Download)
  • [LTW15] Liang, D., Tsai*, C.-F., and Wu, H.-T, “The Effect of Feature Selection on Financial Distress Prediction”, Knowledge-Based Systems, Volume 73, pp. 289-297, January 2015. (SCI:IF=3.325 RANK:17/129 in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE , Cited:32) (Download)

  • 2014
  • [LLY14] Fengyi Lin, Deron Liang*, Ching-Chiang Yeh, Jui-Chieh Huang, “Novel feature selection methods to financial distress prediction”, Expert Systems with Applications, Volume 41, Issue 5, pp. 2472-2483, April 2014. (SCI:IF=2.24 RANK:13/82 in OPERATIONS RESEARCH & MANAGEMENT SCIENCE , Cited:28) (Download)

  • 2013
  • [LCL13] Chien-Cheng Lin, Chin-Chun Chang, Deron Liang*, and Ching-Han Yang, “A Preliminary Study on Non-Intrusive User Authentication Method using Smartphone Sensors”, Applied Mechanics and Materials, Vols. 284-287, pp. 3270-3274, 2013. (Download)
  • [LFL13] Chien-Cheng Lin, Chen-Liang Fang, Deron Liang*, “A Portable Interceptor Mechanism for SOAP Framework”, Computer Standards & Interfaces, Volume 36, Issue 1, pp. 209-218, November 2013. (SCI:IF=1.177 RANK:38/104 in COMPUTER SCIENCE, SOFTWARE ENGINEERING) (Download)
  • [LFL11] Fengyi Lin, Seedy S. Fohanah and Deron Liang, “Assessing citizen adoption of e-Government initiatives in Gambia: A validation of the technology acceptance model in information systems success”, Government Information Quarterly, Volume 28, pp. 271-279, 2011. (SCI) (Download)

  • 2011
  • [LLC11] Fengyi Lin, Deron Liang* and Enchia Chen, “Financial ratio selection for business crisis prediction”, Expert Systems with Applications, Volume 38, Issue 12, pp. 15094-15102, November–December 2011. (SCI) (SCI) (Download)

  • 2010
  • [LLC10] Fengyi Lin, Deron Liang*, and Wing-Sang Chu, “The Role of Non-financial Features Related to Corporate Governance in Business Crisis Prediction”, Journal of Marine Science and Technology, Volume 18, Issue 4, pp. 504-513, 2010. (SCI) (Download)
  • [LLL10] C.-C. Lin, Fengyi Lin, Deron Liang, “An Analysis of Using State of the Art Technologies to Implement Real-time Continuous Assurance”, to appear in IEEE 6th World Congress on Services, July 5-10, 2010, Miami, Florida, USA. (Download)

  • Permit
    • Method, Module, and Computer Program Product for Identifying User of Mobile Device──R.O.C Patent(2015) (Download)
    • A system architecture of high availability based on server virtualization and Advanced TCA──R.O.C. Patent(2015) (Download)
    • 手機之密碼鎖之操作方法、紀錄媒體及電腦程式產品──R.O.C Patent(2015) (Download)
    • Packet-aware fault-tolerance method and system of virtual machines applied to cloud service, computer readable record medium and computer program product──R.O.C Patent(2017) (Download)
    • Method, Module, and Computer Program Product for Identifying User of Mobile Device──U.S. Patent(2017) (Download)
    • Packet-aware fault-tolerance method and system of virtual machines applied to cloud service, computer readable record medium and computer program product──U.S. Patent(2019) (Download)
    • Error Detecting Device And Error Detecting Method For Detecting Failure Of Hierarchical System, Computer Readable Recording Medium, And Computer Program Product──R.O.C Patent(2020) (Download)
    • Error Detecting Device And Error Detecting Method For Detecting Failure Of Hierarchical System, Computer Readable Recording Medium, And Computer Program Product──U.S. Patent(2020) (Download)
    • A driver authentication mechanism and system based on the built-in motion sensors of a wristband-type device──R.O.C Patent(2020) (Download)
    • Device, Method and Computer Program Product for Fault Elimination of a Multilayer System──U.S. Patent(2021) (Download)
    • Apparatus and Method for Assessing Yield Rates of Machines in a Manufacture System──R.O.C Patent(2022) (Download)
    • Apparatus and Method for Assessing Yield Rates of Machines in a Manufacture System──U.S. Patent(2022) (Download)
    • Device, Method and Computer Program Product for Fault Elimination of a Multilayer System──R.O.C Patent(2022) (Download)
  • Pending
    • 基於滑動智慧型手機的輕量自適應性身份認證機制──R.O.C Patent(2022)

  • 歐嘉文 -「基因演算法運用於特徵挑選解決財務危機預測問題Using genetic algorithm for feature selection in financial distress problem」 (Download)
  • 隱形四代鎖(2015)
    - 2015第20屆全國大專校院/社會人士資訊服務創新競賽 資訊技術應用組九 第三名
  • 動態公車預估系統結合實景導航(2014)
    - 2014第19屆全國大專校院/社會人士資訊服務創新競賽 資訊技術應用組九 佳作
  • 隱形二代鎖V1.5(2014)
    - 2014第19屆全國大專校院/社會人士資訊服務創新競賽 電子認證應用組 第一名
  • 會動的路線規劃(2013)
    專題生:呂偉誌、林嘉柔、陳宥憲、潘珮玟、曹少剛
    - 2013第18屆全國大專校院/社會人士資訊服務創新競賽 政府開放資料加值應用組 第三名
  • 隱形二代鎖(2012)
    專題生:陳以理、彭康瑋、施俊浩、余智安
    - 2012第17屆全國大專校院/社會人士資訊服務創新競賽 入圍決賽
  • 智慧型手機服飾紙娃娃系統應用 (2011)
    專題生:莊承儒、賴琨翰、梁紹璿、鄭安佑、李宜靜
    - 100學年度大學部專題實驗競賽 佳作
    - 2011第16屆全國大專校院/社會人士資訊服務創新競賽 入圍決賽