
Chen, Bor-Sen (陳博現)
Tsing Hua Professor of Electrical Engineering and Computer Science
Ph.D.,
System Control, Signal Processing and Communication, Systems Biology
E-mail: bschen@ee.nthu.edu.tw
WWW: http://www.ee.nthu.edu.tw/bschen/
Dr. Bor-Sen Chen received the B.S. degree from Tatung Institute of Technology,
一、個人基本資料
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中文姓名: 陳博現 |
英文姓名:Bor-Sen Chen |
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E-Mail: bschen@ee.nthu.edu.tw |
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個人網站:http://www.ee.nthu.edu.tw/bschen/ |
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聯絡地址: (30013) 新竹市清華大學電機工程學系 |
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聯絡電話:(03)573-1155 傳真號碼:(03)571-5971 |
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二、學歷
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1.大同工學院 電機工程學士 1970 2.中央大學 地球物理碩士 1973 3.美國南加州大學 電機博士 1982 |
三、 經歷
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服務機關 |
職稱 |
起迄時間 |
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大同工學院 |
電機系講師,副教授,教授 |
1973-1987 |
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清華大學電機系 |
教授 |
1987-迄今 |
四、 國際學術服務
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服務機關 |
職稱與時間 |
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Asian Journal Control |
編輯(1999-) |
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IEEE Trans. Fuzzy Systems |
副編輯(2001-2006) |
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International J. Fuzzy Systems |
總編輯(2005-2008) |
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Int. J. Control, Automation and Systems |
Editorial Advisory Board(2003-迄今) |
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Fuzzy Set and Systems |
Editorial Board(2006-迄今) |
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Int. J. Systems and Synthetic Biology |
Editor-in-chief(2009-迄今) |
五、 學術獎勵
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1.國科會傑出研究獎4次(1988-1995) |
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2.國科會特約研究人員獎(1996-2006) |
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3.傑出人才發展基金會傑出人才獎座 (1999-2003) |
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4.中華民國自動控制學會第三屆傑出自動控制工程獎(2001) |
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5.國際電機電子工程學會IEEE Fellow(2001) |
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6.清華大學電機資訊講座教授(2003) |
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7.ISI論文高度引用學者(2005) |
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8.中華民國模糊學會第一屆傑出貢獻獎(2005) |
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9.IEEE Taipei Section第一屆最佳影響力獎(2006) 10.中華民國自動控制學會會士(2006) 11.教育部學術獎(2008) 12.有庠科技講座(通訊)(2010) 13.國科會學術攻頂計畫主持人(2010-2015) 14.2010國際基因工程設計競賽銀牌獎 |
六、 近年研究領域基本資料
Ⅰ.非線性隨機H∞強健性控制
非線性隨機非線性H∞強健性控制是控制理論及設計的最高境界,此種控制因必須考慮非線性、隨機雜訊、強健性,故為相當困難的問題。必須兼顧幾種領域的訓練及相當整合能力才能解決此種控制領域最困難的問題。
Ⅱ.無線網路的強健功率控制(power control of cellular
systems)
無線網路的功率控制在通訊的品質及Q。S性能設計扮演非常重要的角色。只要mobile能維持理想的訊號對干擾及雜訊比(SINR),就能維持良好的通訊品質。但在round-trip delay, channel
fading, shadowing, 雜訊及其他cells的不確定干擾情況下,要能控制mobile的power,克服上述幾種不確定干擾,以維持理想的SINR不是簡單的設計工作。
1. B. S. Chen, B.
K. Lee and S. K. Chen, "Adaptive power control of cellular CDMA systems via
optimal prediction model" IEEE
Trans. Wireless Communications, Vol. 4, No. 4, pp. 1914-1927, 2005.
2. B. K. Lee, H. W.
Chen and B. S. Chen, "Power control of cellular radio systems via robust
Smith prediction filter" IEEE Trans.
Wireless Communications, Vol. 3, pp. 1822-1831, 2004.
3. B. K. Lee, Y. H.
Chen and B. S. Chen, “Robust H∞ power control for CDMA cellular communication
systems” IEEE Trans. Signal Processing,
Vol. 54, No. 10, pp. 3947-3956, 2006.
4. B. S. Chen, B.
K. Lee and Y. H. Chen, “Power control for CDMA cellular radio system via L1
optimal predictor” IEEE Trans. Wireless
Communication, Vol. 5, No. 5, pp. 2914-2922, 2006.
5. B. S. Chen, T.
Y. Yang and S. Y. Li, “Adaptive two-loop power tracking control with optimal
net cost in CDMA communication systems” IEEE
Trans. Wireless Communications, Vol. 7, No. 3, pp. 1-11, 2008.
因上面連續幾篇無線網路的power control重要論文發表,使我們儼然成為這方面研究的權威,大部分相關研究論文都會送來我們這裡審查。最近三年在手機定位研究亦有六篇IEEE
Trans.的論文發表。另陳博現教授在訊號處理最好期刊IEEE Trans. Signal Processing十多年來亦發表二十幾篇regular papers,近五年來亦在IEEE Trans. Wireless Communications發表十篇左右的無線通訊regular papers,成果相當傑出。
Ⅲ.系統生物學
由於生物微晶片及high-throughput實驗大量數據充斥及生物資訊的發展,使得生物研究由傳統生物實驗研究轉型為系統生物研究時代。要完整及深入研究生物學必須結合生物、數學及工程等領域,並從動態系統的觀點才能瞭解真正的生物內在操作機制(mechanisms)和各種生物網路彼此之交互作用。也才能量化並測量生物系統的各種特性,如生物各層次網路的穩定度(stability),敏感度(sensitivity),強健度(robustness),濾雜訊能力(filtering ability),訊號傳遞能力(transduction ability)等。使生物不再是描述的科學而是系統的科學。目前各種生病或不正常的現象,都可視為生化網路的強健性降低,濾雜訊能力下降。因此將來藥物設計可視為如何增強強健性及抗外來雜訊的能力,就像工程強健設計類似。將來組合生物學(synthetic biology)希望能像電路設計一樣,事先開出一個生物網路的規格,然後用系統生物學的各種方法來設計出你想要的規格的生物系統出來。
目前陳博現教授在系統生物學的領域包含:
(1)從微晶片數據(micro array data)來建立基因網路模型,蛋白質交互作用網路模型,蛋白質調控基因表達之動態調控網路模型,癌細胞基因網路及蛋白質交互網路擾動模型,發炎反應的基因網路模型,細胞分裂之週期網路模型,果蠅發育胚胎調控3D網路模型。
(2)基因網路及蛋白質網路強健性的量測。基因網路分子雜訊的放大與濾波原理,生物訊號傳遞能力。基因強健調控電路設計,基因強健濾波電路設計。從系統生物學探討藥物設計。組合生物網路設計。
(3)生物網路演化研究,動態博局理論在生態網路的研究。
(4)基因電路合成設計研究,利用控制系統及訊號濾波理論來合成想要的生物網路。
近年來陳博現教授研究室已在系統生物學領域發表25篇左右的論文,每篇論文都極受歡迎。BMC Bioinformatics的總編輯都來道賀我們的論文都是被significant access.其中B.S. Chen and Y.C. Wang, “On the
attenuation and amplification of molecular noise in genetic regulatory
networks” BMC Bioinformatics, 7:52,
1-14, 2006.一文備受讚揚。基因網路如何處理內外在的molecular noise而使機能正常運轉是系統生物學一個重要研究主題。我們用非線性隨機的控制及濾波來印證,解釋。被視為重大突破,並可應用來設計基因電路來增強基因網路的robustness及filtering ability。GenWay Biotech來信讚揚我們的論文在cell communication重要成果。另Nature期刊的Nature Network team因我們這篇論文來函要我們加入他們Nature Network參加他們online meeting。另
目前陳博現研究室與生科院藍忠昱、莊永仁兩位教授,統計所謝文萍教授,化工系汪上曉教授,資工系唐傳義教授,組織一個生物資訊及系統生物學研究團隊,目前亦與交大盧鴻星教授及李曉青教授,芝加哥大學李文雄院士加強合作,相信陳博現系統生物研究室,將是世界第一流的系統生物研究團隊。台灣生物界必要有相關工程背景人員參與研究,才能由試管層次提升到系統及工程層次。另由國科會學術攻頂計畫補助成立「基因電路設計實驗室」,培養生物基因電路設計人才,再結合台灣半導體電路及IC設計優秀能力,台灣的生物產業才能真正落實及壯大。
七、人力、經費投入情形
本研究室有九個博士班學生,八個碩士班學生,兩個博士後,四個研究助理,研究經費一年約一百五百餘萬。
八、2010年計畫與預算執行情形
主持一個國科會五年期的學術攻頂計畫「用系統工程方法設計強健生物IC電路」2010~2015,五年總共八千萬台幣,並成立「基因電路設計實驗室」。
九、出版目錄(2006年以後)
- a. Control and System:
1. W. Zhang and B. S. Chen, “State feedback H∞ control for a class of nonlinear stochastic systems,” SIAM J. on Control and Optimization, Vol. 44, No. 6, pp.1973-1991, 2006.
2. W. Zhang, H. Zhang and B. S. Chen, “Stochastic H2/H∞ control with (x,u,v)-dependent noise: Finite horizon case,” Automatica, Vol. 42, No. 11, pp.1891-1898, 2006.
3. W. Zhang, H. Zhang and B. S. Chen, ”Generalized Lyapunov equation approach to state-dependent stochastic stabilization/detectability Criterion,” IEEE Trans. Automatic Control, Vol. 53, No. 7, pp.1630-1642, 2008.
4. W. Zhang and B. S. Chen, ”Stochastic affine quadratic regulator with applications to tracking control of quantum systems,” Automatica, Vol. 44, No. 11, pp. 2869-2875, 2008.
5. Y. Y. Chen, Y. T. Chang and B. S. Chen, “Fuzzy solution to partial differential equation: adaptive approach” IEEE Trans. Fuzzy Systems, Vol. 17, No. 1, pp. 116-127, 2009..
6. C. S. Tseng and B. S. Chen, “Robust fuzzy observer-based fuzzy control design for nonlinear discrete time system with persistent bounded disturbances” IEEE Trans. Fuzzy Systems, Vol. 17, No. 3, pp. 711-723, 2009.
7. B. S. Chen and Y. T. Chang, “Fuzzy state space modeling and robust observer-based control design for nonlinear partial differential systems” IEEE Trans. Fuzzy Systems (in press).
8. C. S. Tseng, B. S. Chen and Y. F. Li, “Robust fuzzy observer-based fuzzy control design for nonlinear systems with persistent bounded disturbances: A novel decoupled approach” Fuzzy Sets and Systems, Vol. 160, No. 19, pp. 2824-2843, 2009.
9. Y. T. Chang and B. S. Chen, “A fuzzy approach for robust reference tracking control design of nonlinear distributed parameter time-delayed systems and its application” IEEE Trans. Fuzzy Systems, Vol. 18, No. 6, pp. 1041-1057, 2010.
10. B. S. Chen, C. H. Chiang and S. K. Nguang “Robust H∞ synchronization design of nonlinear coupled network via fuzzy interpolation method” IEEE Trans. Circuit and System I, Vol. 58, No. 2, pp. 349-362, 2011.
- b. Signal Processing and
Communication:
1. T. J. Ho & B. S. Chen,
“Novel extended Viterbi-based multiple-model algorithms for state estimation of
discrete-time systems with Markov jump parameters,” IEEE Trans. on Signal Processing, Vol. 54, No. 2, 393-404, 2006.
2. T. J. Ho and B. S. Chen,
“Tracking of dispersive DS-CDMA channels: An AR-embedded modified interacting nultiple-model approach,” IEEE Trans. Wireless Communications, Vol. 6, No. 1, pp. 166-174,
2007.
3. B. K. Lee, Y. H. Chen and B. S.
Chen, “Robust H∞ power control for CDMA cellular communication systems,” IEEE Trans. Signal Processing Vol. 54,
No. 10, 3947-3956, 2006.
4. B. S. Chen, B. K. Lee and Y. H. Chen, “Power control for CDMA cellular radio system via L1 optimal predictor,” IEEE Trans. Wireless Communication, Vol. 5, No. 10, 2914-2922, 2006.
5. J. F. Liao and B. S. Chen, “Robust mobile
location estimator with NLOS mitigation using interacting multiple model
algorithm,” IEEE Trans.
Wireless Communication, Vol. 5, No. 11, 3002-3006, 2006.
6. B. S. Chen, C. Y. Yang and S.
Y. Li, “Adaptive two-loop power tracking control in CDMA systems with utility
optimization” IEEE Trans. Wireless
Communications, Vol. 7, No. 4, 1358-1368, 2008.
7. B. S. Chen and J. F. Liao, “Adaptive MC-CDMA multiple channel estimation and tracking over time-varying multiple fading channels,” IEEE Trans. Wireless Communications, Vol.6, No. 6, 2328-2337, 2007.
8. J. F. Liao and B. S. Chen, ”A new full-diversity blind channel estimation and equalization over fast time-varying ISI fading channel,” IEEE Trans. Wireless Communication, Vol. 7, No. 11, pp. 4070-4075, 2008.
9. B. S. Chen, C. Y. Yang, F. K. Liaw and J. F. Liao, ”Mobile location estimator in rough wireless environment using extended Kalman-based IMM and data fussion” IEEE Vehicular technology, Vol. 53, No. 3, pp. 1157-1169, 2009.
10. B. S. Chen, W. H. Chen and H. L. Wu, “Robust H2/H∞ global linearization filter design for nonlinear stochastic systems” IEEE Trans. Circuit and System I, Vol. 56, No. 7, pp. 1441-1454, 2009.
11. W. Y. Chiu and B. S. Chen, “Mobile
location estimation in urban areas using mixed Manhattan/Euclidean norms and
convex optimizations” IEEE Trans.
Wireless Communications, Vol. 8, No. 1, pp.
414-423, 2009.
12.
W. Y. Chiu and B. S. Chen, “
13. C. Y. Yang and B. S. Chen, “Robust power control of CDMA
cellular radio systems with time-varying delays” Signal Processing, Vol. 90, No. 1, pp. 363-372, 2010.
14. W. Y. Chiu and B. S. Chen, “A mixed-norm approach using simulated annealing with changeable neighborhood for mobile location estimation” IEEE Trans. mobile computation, Vol. 9, No. 5, pp. 633-642, 2010.
15. C. Y. Yang, F.K. Liao and B. S. Chen, “Mobile location estimation using fuzzy-based IMM and data fusion” IEEE Trans. Mobile Computing, Vol. 9, No. 10, pp. 1424-1436, 2010.
16. T. J. Ho and B. S. Chen, “Robust minimax MSE equalizer designs for MIMO wireless communications with time-varying channel uncertainties” IEEE Trans. Signal Processing, Vol. 58, No. 11, pp. 5835-5844, 2010.
17. C. Y. Yang and B. S. Chen, “Adaptive channel-tracking method and equalization for MC-CDMA systems over rapidly fading channel under colored noise” EURASIP Journal on Advances in Signal Processing, Vol. 2010, Article ID 871650, 2010.
18. C. Y. Yang and B. S. Chen, “Robust MC-CDMA channel tracking for fast time-varying multipath fading channel” IEEE Trans. Vehicular technology, Vol. 59, No. 9, pp. 4658-4664, 2010.
19. W. Y. Chiu and B. S. Chen, “Multisource prediction under
nonlinear dynamics in WSNs using a robust fuzzy approach” IEEE Trans. Circuit and
System I, Vol. 58, No. 1, pp. 137-149, 2011.
20. W. Y. Chiu, B. S. Chen and C. Y. Yang, “Robust relative location estimation in wireless sensor networks with inexact position problem” IEEE Trans. Mobile Computing (in press).
21. W. H. Chen and B. S. Chen, “Robust filter for linear stochastic partial differential systems via a set of sensor measurements” IEEE Trans. Circuit and System I (in press).
- c. Systems Biology and
Bioinformatics
1. B. S. Chen and Y. C. Wang,
“On the attenuation and amplification of molecular noise in genetic regulatory
networks” BMC Bioinformatics, 7:52, 1-14,
2006.
2. H. C. Chen, H. C. Lee, T. Y. Lin and
B. S. Chen, “Stabilization control of small heat shock proteins in
cellular chaperone protection systems” Journal
of the Chinese Institute of Engineers, Vol.29, No.2, pp.364-373, 2006.
3. Y. H. Chang, Y. C. Wang, and B.
S. Chen, “Identification of transcription factor cooperativity via
stochastic system model” Bioinformatics,
Vol.22, No.18, pp.2276-2282, 2006.
4. W. S. Wu, W. H. Li, and B. S.
Chen, “Computational reconstruction of transcriptional regulatory modules
of the yeast cell cycle” BMC
Bioinformatics 7:421, 2006.
5. C. W. Li, Y. H. Chu, and B. S.
Chen, “Construction and clarification of dynamic gene regulatory network of
cancer cell cycle via microarray data” Cancer
Informatics, 2, 223-241, 2006.
6. B. S. Chen, W. S. Wu, W. S.
Wu, and W. H. Li, “On the adaptive design rules of biochemical network in
evolution” Evolutionary Bioinformatics, 2, 27–39, 2007.
7. B. S. Chen and C. W. Li,
“Analyzing microarray data in drug discovery using systems biology” Expert Opinion on Drug Discovery Vo2,
No.5, pp.755-768, 2007.
8. W. S. Wu, W. H. Li and B. S. Chen,
“Identifying regulatory targets of cell cycle transcription factors using gene
expression and ChIP-chip data” BMC Bioinformatics 8:188, 2007.
9. B. S. Chen and W. S. Wu, “Underlying principles of natural
selection in network evolution: systems biology approach” Evolutionary Bioinformatics, 3,
245-262, 2007.
10. Y. H. Chang, Y. C. Wang, and B. S. Chen, “Nonlinear dynamic trans/cis regulatory circuit for gene transcription via microarray data” Gene Regulation and Systems Biology, 1, 151-166, 2007.
11. W. S. Wu and B. S. Chen,
“Identifying stress transcription factors using gene expression and TF-gene
association data” Bioinformatics and
Biology Insights, 1, 9-17, 2007.
12. B. S. Chen, W. S. Wu, Y. C. Wang, and W. H. Li, “On the robust circuit design schemes of biochemical networks: steady-state approach” IEEE Transactions on Biomedical Circuits and Systems, Vol. 1, No. 2, 91-104, 2007.
13. B. S. Chen, Y. T. Chang and
Y. C. Wang, “Robust H∞-stabilization design in gene networks under stochastic
molecular noises: fuzzy-interpolation approach” IEEE Transactions on System, Man and Cybernetics Part B: Cybernetics ,
Vol. 38, No. 1, 25-42, 2008.
14. B. S. Chen and W. S. Wu, “Robust filtering circuit design for stochastic gene networks under intrinsic and extrinsic molecular noises” Mathematical Biosciences, Vol. 211, No. 2, 342-355, 2008.
15. L. H. Lin, H. C. Lee, W. H. Li and B. S. Chen, “A systematic approach to detecting transcription factors in response to environmental stresses” BMC Bioinformatics 8:473, 2007.
16. W. S. Wu, W. H. Li and B. S. Chen, “Reconstructing a network of stress-response regulators via dynamic system modeling of gene regulation” Gene Regulation and Systems Biology, 2, 53-62, 2008.
17. L. H. Chu and B. S. Chen, “Comparisons of robustness and sensitivity between cancer and normal cells via microarray data” Cancer Informatics, 4, 165-181, 2008.
18. L. H. Chu and B. S. Chen, “Construction of cancer-perturbed protein-protein interaction network for discovery of apoptosis drug targets” BMC Systems Biology, 2:56, 2008.
19. B. S. Chen and C. H. Chang and Y. J. Chuang, “Robust model matching control of immune systems under environmental disturbances: dynamic game approach” Journal of Theoretical Biology, 253, 824-837, 2008.
20. B. S. Chen and P. W. Chen, ”Robust engineered circuit design principles for stochastic biochemical network with parameter uncertainties and disturbance” IEEE Transactions on Biomedical Circuits and Systems, Vol. 2, No. 2, 114-132, 2008.
21. B. S. Chen, S. K. Yang, C. Y. Lan and Y. J. Chuang, “A systems biology approach to construct the gene regulatory network of systemic inflammation via microarray and databases mining” BMC Medical Genomics, 1:46, 2008.
22. B. S. Chen and Y. T. Chang, “A systematic molecular circuit design method for gene networks under biochemical time delays and molecular noises” BMC Systems Biology 2:103, 2008.
23. T. Chen, F. Li and B. S. Chen,
“Cross-talks of sensory transcription
networks in response to various environmental stresses” Interdisciplinary
Sciences: Computational Life Sciences, 1, 46-54, 2009.
24. B. S. Chen, C. H. Chang and H. C. Lee, “Robust synthetic biology design: stochastic game theory approach” Bioinformatics, Vol.25, No.14, pp.1822-1830, 2009.
25. B. S. Chen and C. H. Wu, “A systematic design method for robust synthetic biology to satisfy design specifications” BMC Systems Biology, 3:66, 2009.
26. B. S. Chen and P. W. Chen, “On the estimation of robustness and filtering ability of dynamic biochemical networks under process delays, internal parametric perturbations and external disturbances” Mathematical Biosciences, 222(2), 92-108, 2009.
27. C. W. Li and B. S. Chen, “Stochastic spatio-temporal dynamic model for gene/protein interaction network in early Drosophila development ” Gene Regulation and Systems Biology, 3, 191-210, 2009.
28. B. S. Chen and C. W. Li, “On the noise enhancing ability of stochastic Hodgkin-Huxley neuron systems” Neural Computation, 22(7), 1737-1763, 2010.
29. Y. C. Wang, C. Y. Lan, W. P. Hsieh, L. Murillo, N. Agabian and B. S. Chen, “Global screening of potential Candida albicans biofilm-related transcription factors via network comparison” BMC Bioinformatics, 11:53, 2010.
30. C. W. Li and B. S. Chen, “Identifying functional mechanisms of gene and protein regulatory networks in response to a broader range of environmental stresses” Comparative and Functional Genomics, Vol. 2010, Article ID 408705, 2010.
31. Y. C. Wang and B. S. Chen, “Integrated cellular network of transcription regulations and protein-protein interactions” BMC Systems Biology, 4:20, 2010.
32. B. S. Chen and P. W. Chen, “GA-based design algorithms for the robust synthetic genetic oscillators with prescribed amplitude, period and phase” Gene Regulation and Systems Biology, 4, 35-52, 2010.
33. B. S. Chen and C. W. Li, “On the interplay between entropy and robustness of gene regulatory networks” Entropy, 12(5), 1071-1101, 2010.
34. S. K. Yang, Y. C. Wang, C. C. Chao, Y. J. Chuang, C. Y. Lan and B. S. Chen, “Dynamic cross-talk analysis among TNF-R, TLR-4 and IL-1R signalings in TNFalpha-induced inflammatory responses” BMC Medical Genomics, 3:19, 2010.
35. B. S. Chen and C. W. Li, “Robust observer-based tracking control of Hodgkin-Huxley neuron systems under environmental disturbances” Neural Computation, 22(12), 3143-3178, 2010.
36. B. S. Chen and C. H. Wu, “Robust optimal reference tracking design method for stochastic synthetic biology systems: T-S fuzzy approach” IEEE Trans. Fuzzy Systems, 18(6), 1144-1159, 2010.
37. Y. C. Wang and B. S. Chen, “A network-based biomarker approach for molecular investigation and diagnosis of lung cancer” BMC Medical Genomics, 4:2, 2011.
38. B. S. Chen, C. H. Chang, Y. C. Wang, C. H. Wu and H. C. Lee, “Robust model matching design methodology for a stochastic synthetic gene network” Mathematical Biosciences, 230(1), 23-36, 2011.
39. P. W. Chen and B. S. Chen, “Robust synchronization analysis in nonlinear stochastic cellular networks with time-varying delays, intracellular perturbations and intercellular noises” Mathematical Biosciences, 232(2), 116-134, 2011.
40. C. H. Wu,
W. Zhang and B. S. Chen, “Multiobjective H2/H∞ synthetic gene network
design based on promoter libraries” Mathematical
Biosciences, 233(2), 111-125, 2011.
41. C. H. Wu, H. C.
Lee and B. S. Chen, “Robust synthetic gene network design via
library-based search method” Bioinformatics,
27(19), 2700-2706, 2011.
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45. B. S. Chen and Y. P. Lin, “Robust resource management control for CO2 emission
and reduction of greenhouse effect: stochastic game approach” Journal of Environmental Protection, 2, 1172-1191, 2011.
46. B. S. Chen and Y. P. Lin, “On the interplay between the evolvability and network robustness in an evolutionary biological network: A systems biology approach” Evolutionary Bioinformatics, 7, 201-233, 2011.
十、主持人成就