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林昱呈

學歷

1.國立清華大學  工業工程與工程管理學系 博士

2.國立清華大學  工業工程學系 碩士

3.國立成功大學  統計學系學士  工業管理輔系

 

現職

     僑光科技大學 電腦輔助工業設計系 副教授兼系主任

中華民國情境智能學會 常務理事

中華民國人因工程學會 執行秘書

 

經歷

僑光科技大學 工業工程與管理 助理教授

 

主持計畫

計畫名稱

計畫類型

執行時間

委託單位

台灣中小學生人體計測資料分析與估計模式建立

專題研究計畫

2005/1 ~ 2005/7

國科會

結合市場導向與技術創新之新產品開發策略規劃作業研析

公營產學計畫

2005/8 ~ 2005/12

教育部

類風濕性關節炎患者足部病變及鞋具設計之分析研究

公營研究計畫

2006/1 ~ 2006/12

台中榮民總醫院

以人體計測為基礎的學齡前兒童課桌椅及電腦工作站研究()

專題研究計畫

2006/8 ~ 2007/7

國科會

以人體計測為基礎的學齡前兒童課桌椅及電腦工作站研究()

專題研究計畫

2007/8 ~ 2008/7

國科會

應用3D足型量測與足壓分析於台灣地區學齡前兒童之鞋具參數研究()

專題研究計畫

2008/8 ~ 2009/7

國科會

應用3D足型量測與足壓分析於台灣地區學齡前兒童之鞋具參數研究()

專題研究計畫

2009/8 ~ 2010/7

國科會

運用Foot Scan量測資料於計算搬運作業COPCOPP研究

民營產學計畫

2011/04/21 ~ 2011/09/20

寰宇先進科技有限公司

以負重及年齡為基礎之足弓3D分類模式()

專題研究計畫

2011/8 ~ 2012/7

國科會

以負重及年齡為基礎之足弓3D分類模式()

專題研究計畫

2012/8 ~ 2013/7

國科會

運動與醫療護具設計開發運動護具人因工程設計開發

公營研究計畫

2013/6~2013/12

交通大學

不同情境下手持式智慧裝置螢幕與手部靜態及動態關係之研究()

專題研究計畫

2013/8 ~ 2014/7

國科會

工業產品設計開發輔導計畫

學界協助中小企業科技關懷計畫-專案輔導計畫

2014/5 ~ 2014/10

經濟部

以情境能為基礎之創意智慧傢俱及生活用品開發

民營產學計畫

2014/7 ~ 2015/9

資敏科技公司

不同情境下手持式智慧裝置螢幕與手部靜態及動態關係之研究()

專題研究計畫

2014/8 ~ 2015/7

科技部

「精密工業系統產業學院」學分學程計畫()

教育部補助科技大學及技術學院辦理產業學院計畫

2014/8 ~ 2016/7

教育部

高值化智慧人因廚具開發設計

公營研究計畫

2015/5~2015/12

國家中山科學研究院

結合情境智能與人因工程以開發工作負荷雲端評估系統-子計畫一:以使用情境為基礎的穿戴式裝置3D人體計測、可接受荷重分析及及系統使用性評估

專題研究計畫

2015/8 ~ 2018/7

科技部

台灣地區高齡者廚房常用之人體計測研究

應用型產學合作計畫

2016/6 ~ 2017/5

科技部

 

指導大專學生研究計畫

計畫名稱

指導學生

執行時間

委託單位

運用三度空間人體計測建立幼稚園兒童成衣分類

陳家興

2007/7 ~ 2008/2

國科會

應用3D掃描於三歲至六歲學齡前兒童之足弓分類

林健銘

2008/7 ~ 2009/2

國科會

中部地區大專院校教師工作能力之比較與探討

黃筑琳

2009/7 ~ 2010/2

國科會

高齡者廚具之人因工程研究

鄭淳詩

2010/7 ~ 2011/2

國科會

矮小成人3D 足型及市售增高鞋墊之適合性探討

陳晉浩

2011/7 ~ 2012/2

國科會

幼兒產品之人因設計

吳承勳

2012/7 ~ 2013/2

國科會

機車事故傷害部位調查與人因護具設計之初探

王韋勝

2013/7 ~ 2014/2

國科會

布袋戲操偶師之肌肉骨骼傷害研究

江宜錚

2014/7 ~ 2015/2

科技部

多功能嬰兒車之人因設計

林佳宥

2015/7 ~ 2016/2

科技部

眼鏡式穿戴式裝置之重量與重量分布方式之研究

張和月

2016/7 ~ 2017/2

科技部

 

 

証照及證書

1.     工業工程師證書

2.     生產與作業管理技術師

3.     品質管理技術師

4.     專業級/甲級創意管理師

5.     專業級/甲級創新管理師

6.     專業級/甲級創業管理師

7.     專業級/甲級文創產業行銷策略管理師

8.     專業級/甲級文創產業經榮管理師

 

獲獎情形

1.     僑光科技大學94學年度研究績效優良獎

2.     僑光科技大學95學年度研究績效優良獎

3.     僑光科技大學96學年度研究績效優良獎

4.     IEA-AIE 2009 Best Paper Award

5.     國科會99年度補助大專校院獎勵特殊優秀人才獎勵

6.     僑光科技大學99學年度研究績效優良獎

7.     中區技職校院教學資源中心100學年度第二學期優良課程獎

8.  指導學生專題,獲得「2013全國技專校院學生實務專題製作競賽」決賽入圍

9.     國科會102年度補助大專校院獎勵特殊優秀人才獎勵

10.  僑光科技大學101學年度教學服務績效優良獎

11.  國科會103年度補助大專校院獎勵特殊優秀人才獎勵

12.  科技部105年度補助大專校院獎勵特殊優秀人才獎勵

 

發明展獲獎情形

1.  ITEX 2013馬來西亞國際發明展銅牌1)

2.     SIIF 2013首爾國際發明展銀牌2

3.     ITEX 2014馬來西亞國際發明展金牌2面、銀牌3

4.     2014 金門國際創新發明暨設計競賽金牌2面、銀牌2面、銅牌4

5.     2014台北國際發明暨技術交易展銀牌、泰國發明協會特別獎、波蘭發明協會特別獎

6.     SIIF 2014首爾國際發明展銀牌1面、銅牌1

7.     2014 KIE 高雄國際發明展金牌、國際知識產權交流會特別獎、The Top of Machine and Equipment

8.     2014 KIE 高雄國際發明展銀牌1面、銅牌1

9.     2015年泰國國際發明展銀牌1面、香港特別獎、INNOPA特別獎

10.  2015 INPEX匹茲堡國際發明與創新產品展汽車交通類創新傑出金牌1面、銀牌1

11.  2015澳門國際創新發明展金牌1面、韓國協會特別獎

12.  2015高雄KIDE國際發明暨設計展金牌3面、銀牌獎1面、加拿大特別獎

13.  2016 ITEX 馬來西亞國際發明展銅牌獎1

14.  2016 INPEX美國匹茲堡國際發明與創新產品展銀牌2

 

專利

1.     林昱呈、楊嘉華、李亞儒、柳亞欣,「可供幼童乘坐拖拉之行李箱」,中華民國新型專利,證書號數:M461352

2.     林昱呈、謝文振、張健庭,快速烘鞋機」,中華民國新型專利,證書號數:M474471

3.     林昱呈、李嘉祐,陳裔祺,「撓性除髮排水蓋」,中華民國新型專利,證書號數:M478040

4.     林昱呈具定位警示功能之機車護具」,中華民國新型專利,證書號數:M477786

5.     林昱呈、江宜錚,折疊行李箱」,中華民國新型專利,證書號數:M483000

6.     林昱呈、謝文耀,行李箱連結器」,中華民國新型專利,證書號數:M482996

7.     林昱呈升降儀」,中華民國新型專利,證書號數:M481917

8.     林昱呈、楊健炘、林明宏,「無線控制之壁掛設備移動機構」,中華民國新型專利,證書號數:M494781

9.     林昱呈、林昆錡、林彥名、張原魁、簡慕帆,「便捷抽氣式垃圾桶」,中華民國新型專利,證書號數:M498743

10.  林昱呈、陳亭志、張軒銘、楊博硯、尤崧銘、戴柏彥,「電梯腳踏控制器」,中華民國新型專利,證書號數:M518693

11.  林昱呈、陳亭志、林佳宥、許世靖、王凱軍、廖洺崧、張子晨、李玉麟,「可背起之嬰兒車」,中華民國新型專利,證書號數:M520040

12.  林昱呈、謝明軒、林明宏,「智慧家電控制系統」,中華民國新型專利,證書號數:M524026

13.  林昱呈、陳鴻毅,「可指示故障車輛位置及遵行方向之警示裝置」,中華民國新型專利,證書號數:M524854

 

論文

A. Journal Papers

1.     E. M. Y. Wang, M. J. Wang, W. Y. Yeh, Y. C. Shih, and Y. C. Lin, 1999, Development of anthropometric work environment for Taiwanese workers, International Journal of Industrial Ergonomics, 23, pp. 3-8. [SCI, IF=1.322]

2.     Y. H. Wu, J. Y. Lin and Y. C. Lin, 2002, Evaluating the use of the 3-d whole body scanner to collect anthropometric data for the development of automated tailoring system, Journal of Industrial Engineering Design 4(2), pp. 4-6. (NSC-89-2213-E-007-117)

3.     M. J. Wang, E. M. Y. Wang, Y. C. Lin, and Y. Z. Lin, 2002, Computer aided VDT workstation design based on the anthropometric data of Taiwanese workers, Journal of Ergonomics Study, 4(1), pp. 47-56. (NSC85-2221-E-007-062)

4.     M. J. Wang, E. M. Y. Wang, and Y. C. Lin, 2002, The anthropometric database for children and young adults in Taiwan, Applied Ergonomics, 33, pp. 583-585. [SCI, IF=1.728] (NSC87-2218-E007-003, NSC88-2213-E007-059, NSC-89-2218-E-007-001)

5.     Y. C. Lin, M. J. Wang and Eric M. Y. Wang, 2004, The comparisons of anthropometric characteristics among four peoples in East Asia, Applied Ergonomics 35, pp. 173-178. [SCI, IF=1.728] (NSC85-2221-E-007-062)

6.     Y. C. Lin, M. J. J. Wang and Toly Chen, 2006, An approach for analyzing breadth and depth measurement errors of a 3D whole body scanner, WSEAS Transactions on Systems, vol.5, Issue 6, pp. 1321-1327. [EI] (NSC89-2218-E-007-001, NSC89-2213-E-007-117)

7.     Toly Chen and Yu-Cheng Lin, 2008.02, A fuzzy-neural system incorporating unequally important expert opinions for semiconductor yield forecasting, International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, Vol. 16, Issue 1, 35-58. [SCI, IF(2008)=1.000]

8.     Hai-Fen Lin, Chih-Hung Hsu, Mao-Jiun J. Wang and Yu-Cheng Lin, 2008.04, An application of data mining technique in developing sizing system for army soldiers in Taiwan, WSEAS Transactions on Computers, vol.7 (4), pp. 245-252. [EI]

9.     Toly Chen and Yu-Cheng Lin, 2009.03, A fuzzy back propagation network ensemble with example classification for lot output time prediction in a wafer fab, Applied Soft Computing, vol. 9, issue 2, pp. 658-666. [SCI, IF(2008) = 1.909]

10.  Yu-Cheng Lin, Toly Chen and Kun-Tai Li, 2009.06, Evaluating and enhancing the long-term competitiveness of a semiconductor product, Lecture Notes in Computer Science (subseries: Lecture Note in Artificial Intelligence), vol. 5579, pp. 242-251 [EI]. (Best Paper Award of IEA/AIE 2009)

11.  Toly Chen* and Yu-Cheng Lin, 2009.06, A fuzzy-neural fluctuation smoothing rule for scheduling jobs with various priorities in a semiconductor manufacturing factory, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 17, Issue 3, pp.397-417. [SCI, IF(2008) = 1.000]

12.  Toly Chen, Yi-Chi Wang and Yu-Cheng Lin*, 2010,10, A bi-criteria four-factor fluctuation smoothing rule for scheduling jobs in a wafer fabrication factory, International Journal of Innovative Computing, Information and Control, vol. 6 (10), pp. 4289-4303. [SCI, IF(2009) = 2.932]

13.  Yu-Cheng Lin and Toly Chen, 2012.11, A classifying neural approach with principle component analysis for estimating job cycle time in a wafer fabrication factory, ICIC Express Letters. vol. 6 (11), pp. 2751-2756. [EI]

14.  Yu-Cheng Lin, Toly Chen and Yu Cheng Wang, 2013.03, A Fuzzy Collaborative Sensor Network for Semiconductor Manufacturing Cycle Time Forecasting, International Journal of Distributed Sensor Networks, 2013, ID=257276. [SCI, IF(2013) =0.727] 排序82/132, 46/78

15.  Y. C. Lin*, 2013.07, The Relationship between Touchscreen Sizes of Smartphones and Hand Dimensions, Lecture Notes in Computer Science, vol. 8011, pp. 643-650. [EI Conference]

16.  Yu-Cheng Lin and Toly Chen*, 2013.11, A Biobjective Fuzzy Integer-nonlinear Programming Approach for Creating an Intelligent Location-aware Service, Journal of Applied Mathematics, 2013, [SCI, IF(2012) =0.834]. 2013排序=104/247

17.  黃美虹,林昱呈*2014,天氣會影響台灣金融市場嗎?ETF為例,國防管理學報,第35卷,第1期。(2014/05)

18.  Toly Chen and Yu-Cheng Lin*, 2015.05.26, A Digital Equipment Identifier System, Journal of Intelligent Manufacturing, 2015, pp. 1-11, (Article is available online and in press)  [SCI=1.731]. 2014排序=10/40

19.  Hsin-Chieh Wu*, Hao-Long Hong and Yu-Cheng Lin, 2015.06, Application of Computer-aided Ergonomic Simulation in Designing Supine Computer Workstation, International Journal of Applied Science and Engineering, 13 (2), pp 163-170.

20.  Y. C. Lin* and Ming-Hung Lin, 2015.08, This study of hand anthropometry and touchscreen size of smartphones, Lecture Notes in Computer Science, vol. 9172, pp. 617-626 [EI Conference].

21.  Yu-Cheng Lin* and Toly Chen, 2016.01.14, A Ubiquitous Manufacturing Network System, Robotics and Computer-Integrated Manufacturing, 2016, (Article is available online and in press) [SCI=2.077]. 排序=10/40

 

B. Conference Papers

1.     M. J. Wang, E. M. Y. Wang, and Y. C. Lin, 1997, VDT workstation design based on anthropometric data of Taiwanese workers, Proceedings of WWDU ’97 Tokyo, pp. 67-68.

2.     M. J. Wang, E. M. Y. Wang, and Y. C. Lin, 1999, Computer aided VDT workstation design based on anthropometric data of Taiwanese workers, Proceedings of Computer Aided Ergonomics.

3.     M. J. Wang, E. M. Y. Wang and Y. C. Lin, 2000, The establishment of anthropometric database in Taiwan, Proceedings of IEA 2000 / HFES 2000 Congress, pp. 696-698. (NSC85-2221-E-007-062)

4.     M. J. Wang, Y. C. Lin, and W. Y. Wu, 2003, The development of automated tailoring system using 3D scanning data, Proceedings of IEA 2003. (NSC-89-2213-E-007-117)

5.     Y. C. Lin and M. J. Wang, 2004, Error analysis of a 3D scanning system, Digital Human Modeling for Design and Engineering Symposium, Proceedings of SAE international.

6.     吳欣潔,許文信,林昱呈,上課的方式與時數對大專生視覺疲勞的影響,2005年工業安全與衛生研討會 (2005/4)

7.     C. Y. C. Lin and H. C. Wu, 2005, The establishment of dimension-estimating models for elementary and high school students in Taiwan, Proceedings of 18th International Conference on Production Research. (NSC94-2213-E-240-001)

8.     Y. C. Lin, M. J. J. Wang and Toly Chen, 2006, Establishing calibration models and error envelopes of a 3D whole body scanning system, Proceedings of the 5th WSEAS International Conference on Instrumentation, measurement, circuits and systems. (NSC89-2218-E-007-001, NSC89-2213-E-007-117)

9.     Toly Chen, Y. C. Lin and H. C. Wu, 2006, Incorporating future release plan in predicting wafer lot output time with a hybrid ANN, Proceedings of the 6th WSEAS International Conference on Robotics, Control and Manufacturing Technology. (NSC91-2213-E-324-023)

10.  Y. C. Lin, 2006, The extraction of characteristic dimensions and estimating-models for Taiwanese workers, Proceedings of the 36th International Conference on Computers and Industrial Engineering. (NSC94-2213-E-240-001)

11.  Y. C. Lin and Toly Chen, 2006, A systematic procedure for evaluating the achievability of an output time forecast in a wafer Fab., Proceedings of the 10th WSEAS International Conference on Systems.

12.  H. C. Wu, Y. C. Lin, H. C. Chen and C. H. Wang, 2006, Key risk factors associated with musculoskeletal disorders in computer work, Proceedings of 16th World Conference on Ergonomics.

13.  Toly Chen and Y. C. Lin, 2006.11, A hybrid and intelligent system for predicting lot output time in a semiconductor fabrication factory, Proceedings of the Fifth International Conference on Rough Sets and Current Trends in Computing. (

14.  Y. C. Lin and M. J. J. Wang, 2007, The establishment and verification of estimation models of a 3D body scanning system, Proceedings of the 2007 International Conference on Modeling, Simulation and Visualization Methods. Pp. 268-273. (NSC89-2218-E-007-001, NSC89-2213-E-007-117).

15.  Yu-Cheng Lin and Toly Chen, 2007.12, Dynamic capacity re-allocation to enhance the mid-term competitiveness of an IC manufacturing factory, 2007 IEEE Conference on Electron Devices and Solid-state Circuits, pp. 509-512. [EI]

16.  吳欣潔,張芳綺,林昱呈2008,兒童專用電腦桌椅之人因設計準則探討,第15屆人因工程學會研討會。(NSC96-2221-E-240-002)

17.  林昱呈,陳家興,2008,應用3D掃瞄器於學齡前兒童之主要服飾尺寸量測,2008第十六屆國防管理學術暨實務研討會(NSC96-2221-E-240-002)

18.  Y. C. Lin and D. Y. Chen, 2008, The demand of footwear for the patients with rheumatoid arthritis, International Conference on Healthcare Systems, Ergonomics and Patient Safety 2008. (NSC96-2221-E-240-002)

19.  Toly Chen, Yi-Chi Wang, Yu-Cheng Lin, Kai-Hsiang Yang, 2008, Estimating job cycle time in semiconductor manufacturing with an ANN approach equally dividing and post-classifying jobs, Materials Science Forum, vol. 594, pp. 469-474. [EI]. (2008.8)

20.  陳家興,林昱呈*,陳育澍,吳家祺,黃存宏,2009,中部地區幼稚園兒童服飾尺寸之量測,2009第一屆新世代工業工程與系統管理研討會 (NSC96-2815-C-240-001)

21.  陳育澍,林昱呈*陳家興,吳家祺,黃存宏,2009,眼部不同休息方式之疲勞恢復度比較,2009第一屆新世代工業工程與系統管理研討會

22.  林昱呈林健銘,楊茜茹張聖煙吳建楷胡淞詠劉銘德,2009應用3D掃描於1824歲大學生之足弓分類研究2009第一屆新世代工業工程與系統管理研討會(NSC96-2815-C-240-003)

23.  林昱呈,黃存宏2009,台灣地區618歲學生之尺寸估計模式,2009第一屆新世代工業工程與系統管理研討會 (NSC94-2213-E-240-001)

24.  Min-Chi Chiu, Mein-Woei Suen, Yu-Cheng, Lin*, 2009, Evaluating work ability and quality of life for clinical nurses and physicians in Taiwan, 2009第一屆新世代工業工程與系統管理研討會.

25.  Yu-Cheng Lin, 2009, Evaluating measurement error of a 3D movable body scanner for calibration, Proceedings of the 9th WSEAS International Conference on Systems Theory and Scientific Computation, pp 93-98. (NSC97-2221-E-240-002)

26.  林昱呈,陳聖偉,管志宏,2010,產品開發策略規劃之輔導案例研究,2010 現代管理與創新暨TOC限制管理學術研討會。(2010/04/16,明新科大) ( 教育部推動技專校院與產業園區產學合作計畫EA-MOE-94-005)

27.  Yu-Cheng Lin and Jia-Shing Chen, 2010, The Study of Sizing System With 3D measurement data for Preschool Children in Central Taiwan, 3rd International Conference on Applied Human Factors and Ergonomics (2010 AHFE) (2010/07/17~2010/07/20, Miami, USA). (NSC98-2221-E-240-001)

28.  Yu-Cheng Lin, Yuh-Chuan Shih and Yu-Jeng Lin, 2011, The Effect of Immersed Parts on Hand Fine and Gross Dexteritise, International Conference on Business and Information (BAI2011) (2011/07/04~2011/07/06, Bangkok, Thailand).

29.  Yu-Cheng Lin, Ching-Torng Lin and Hsiu-Sen Chiang, 2011, Fuzzy Innovative Capabilities Index: An Innovative Capabilities Audit Framework, International Conference on Business and Information (BAI2011) (2011/07/04~2011/07/06, Bangkok, Thailand).

30.  Yu-Cheng Lin, 2011, 3D anthropometry for clothes of Taiwanese 4 to 6 years children, Proceedings of the 2nd East Asian Ergonomics Federation Symposium and Asian Ergonomics Summit (EAEFS and AES 2011) (2011/10/05~2011/10/08, Hsinchu, Taiwan). (NSC 100-2221-E-240-002-).

31.  Tin-Chi Chen, Hsiao-Ting Lu and Yu-Cheng Lin, 2012, A new fuzzy-neural approach to forecast the exchange rate for Taiwanese semiconductor industry, Proceedings of the the 2012 World Congress in Computer Science, Computer Engineering & Applied Computing (CSC 2012) (2012/07/16~2012/07/19, Las Vegas, USA). (NSC 100-2221-E-240-002-).

32.  Hsin-Chieh Wu, Yu-Cheng Lin*, Cheng-Heng Hou, 2012, Nail clipper design for elderly population, Proceedings of the Applied Human Factors and Ergonomics Conference 2012 (AHFE 2012) (2012/07/21~2012/07/25, San Francisco, USA). (NSC 100-2221-E-240-002-).

33.  Yu-Cheng Lin, 2012, The arch analysis with 3D foot model under different weight-loading, Proceedings of the Applied Human Factors and Ergonomics Conference 2012 (AHFE 2012) (2012/07/21~2012/07/25, San Francisco, USA). (NSC 100-2221-E-240-002-).

34.  Yu-Cheng Lin* and Chun-Shih Cheng, 2013, An ergonomic study of geriatric's kitchen counter, Proceedings of 1st International Conference on Ambient Intelligence and Ergonomics. 2013/07/03~2013/07/05.

35.  Y. C. Lin*, 2013, The Relationship between Touchscreen Sizes of Smartphones and Hand Dimensions, Lecture Notes in Computer Science, vol. 8011, 643-650 (2013/07/21~2013/07/26, Las Vegas, USA). (ISSN:0302-9743) [EI Conference] (NSC 101-2221-E-240-002-).

36.  Yu-Cheng Lin, Hsiao-Ting Lu and Hsin-Chieh Wu, 2014, The Study of Work Ability for the Staff of Chain Hair Salons in Central Taiwan, Proceedings of the Applied Human Factors and Ergonomics Conference 2014 (AHFE 2014) (2014/07/19~2014/07/23, Krakow, Poland). (NSC 102-2221-E-240-002-).

37.  Hsin-Chieh Wu, Chin-Ting Lin, Min-Chi Chiu and Yu-Cheng Lin, 2014, Usability Evaluation for Driving with the Joystick and Mechanical Hand Controllers, Proceedings of the Applied Human Factors and Ergonomics Conference 2014 (AHFE 2014) (2014/07/19~2014/07/23, Krakow, Poland). (NSC 102-2221-E-240-002-).

38.  Y. C. Lin* and Ming-Hung Lin, 2015, This study of hand anthropometry and touchscreen size of smartphones, Lecture Notes in Computer Science, vol. 9172, 617-626 (2015/08/02~2015/08/07, Los Angles, USA). (ISBN: 978-3-319-20611-0) [EI Conference] (NSC 103-2221-E-240-002-).

39.  Fei-Hui Huang, Yu-Cheng Lin* and Ting-Ting Lv, 2016, Evaluating usability of a battery swap station for electric two wheelers: A case study, Communications in Computer and Information Science, vol. 27, (2016/07/17~2016/07/22, Toronto, CA). [EI Conference] (MOST 104-2221-E-240-004-MY3).