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Research
Interests
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- Wireless Sensor Networks
- Multimedia Networking
- Multimedia
Processing/Application
- Computer Security
- Data Mining and Machine Learning
- Bioinformatics (需到中研院從事研究！)
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[課 程]
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- 離散數學(必)
- 資料庫系統(必)
- 資料結構(必)
- 多媒體網路(選)
- 資料礦掘(選)
（已停開）電腦動畫。作業系統。電腦資料通訊。電子商務技術。計算機概論。生物資訊
- 指導 碩士班與博士班研究 生
- 指 導 國科會大專生專題研究計畫
- 指導 大學部多媒體與網路應用專題課程
- 指導 師大附中資訊應用專題(培育工程人才合作計畫)
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[公告]
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[獎勵]
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- 恭喜 劉建廷獲中華民國電腦學會優良論文獎
- 恭喜 吳宜靜獲國科會大專生專題研究計畫研究創作獎
- 恭喜 賴良賓獲宏碁龍騰論文 獎
- 恭喜 顏向村獲開放原始碼技術與應用研討會佳作論文獎
- 恭喜 劉信義, 莊棨椉獲電子商務與數位生活研討會佳作論文獎
- 入選Who'sWho in the world
- 入選Who'sWho in Science and Engineering
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[專利]
Methods
for Multidimensional Password,
Taiwan
Patent: I237976 (2005)
Transmission
of variable-bit-rate information data on constant-bit-rate channel, US
Patent No. 6,040,866. (2000)
Filing
of variable-bit-rate video information on zoned disks, US Patent No.
6,141,493. (2000)
在 區格化碟片上儲存可變位元比資料之架構, Taiwan Patent: 發 明第100302號 (1999)
在固定位元比通道上傳輸可變位元比資料之方法, Taiwan Patent: 發明第094743號 (1998)
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[服 務]
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Editorial Board
Member,
· Journal
of the Chinese Institute of Industrial Engineers, 2005~2006 (English
journal, EI, TSSCI)
· Management
and Information Science, 2005~2006 (Chinese journal)
· International
Journal of Applied Metaheuristic Computing
Session Chair,
· Workshop
on Theory and Applications of Information Systems, 2007
· International
Conference on Digital Archive Technologies, 2003
Reviewer,
· IEEE
Trans on Multimedia
· ACM/IEEE
Trans on Networking
· IEEE
Trans on Neural Networks
· IEEE
Trans on Circuits & Systems
· Computer
Communications
· Information
Sciences
· Expert
Systems with Applications
· Journal
of E-Business
· Journal
of the Chinese Institute of Industrial Engineers
· International
Journal of E-Business and Management
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[運 動] 到 video.google.com 找找！
- 本系有專用羽毛球，網球，桌球場地。
- 實驗室老師主要打羽毛球，有球具方便大家運動喔。
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[博士班學生論文發表統計]
[博士班研究生]
劉建廷 (銘傳資工)
林書宇 (台大工科)
王德智 (銘傳資工)
莊棨椉 (中原電機)
簡榮杉 (台科大電機)
王敦威 (台大醫工)
顏向村 (交大資工)
賴良賓 (中央資管)
吳郁瑩 (雲科大資管)
鞠適存 (文化資工)
[碩士班研究生]
江建文 (高師大光電)：
林志忠 (台科大資工)：
陳胤辰 (大同資工)：
林佳憲 (東吳資科)：
張哲宣 (台大工科)：
李硯農 (師大工教)：？
許庭毓 (台大地質)：？
謝雙宇 (?)：？
張耕維 (元智資管)：？
林慎清 (中央資管)：？
鄭慶豐(?)：創意電子
羅嘉彥(台大工科)：工研院
謝宏聖(?)：？
劉信義(?)：凌網科技
陳震洋(?)：友達光電
林書呈(中央資管)：國家實驗研究院
白典正(淡江資管)：中研院資訊所
黃文雄(清大經濟)：叡揚資訊
[個人的有趣經歷] 程式競賽 ---- 大學四年，很幸運得到三次全國程式冠軍，這種例子好像不多。大學一直都在學校的電腦中心打工，幾乎以電腦教室為家。這些能力對我的幫助很大，因為後來研究生涯中要去改unix跟mpeg codec，這些全是大推頭的程式，要改它全靠大學時打下的基礎。 羽球比賽 ---- 我是研究所才開始打羽球的，所以先天不足，球技不能算好。不過因為後來夫人愛打羽球，所以也玩到一個程度。曾代表系上參加大專羽球賽，第一場對上輔大，只有我那一場幸運贏了一點。很驚險。
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Selected Publications (1997-2007)
[2009]
張瑞益, 林書呈, 吳郁瑩, 陳彥良, "利用資訊價值概念改善網路代理伺服器預先擷取效率," 資訊與管理科學, Vol. 2, No. 1, pp.31-43, 2009. (ISSN:2072-0971)
Liang-Bin Lai, Ray-I Chang, and Jen-Shiang Kouh, “Detecting Network
Intrusions Using Signal Processing with Query-Based Sampling Filter,”
EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID
735283, 8 pages, 2009. doi:10.1155/2009/735283 (0.619, 131/227=0.58, 0/0/0)
Ray-I
Chang, Che-Hsuan Chang, Chi-Cheng Chuang, “Scan-line IP Assignment for
Wireless Sensor Networks,” The 5th International Conference on Wireless
Communications, Networking and Mobile Computing (WiCOM2009), 2009. (EI)
Hsing-Shao
Liu, Chia-Hui Wang, Ray-I Chang, Ching-Chia Hsieh, “A Cost-Effective
WiMAX Deployment for High-quality Video Streaming of Live News
Reporting,” IEEE Mobile WiMAX Symposium, 2009. (EI)
張瑞益, 莊棨椉, 王德智, 林佳憲, 陳胤辰, “使用無線感測器網路之電腦機房與資產安全管理系統,” 資訊管理學術暨警政資訊實務研討會, pp. 106-110, 2009.
Ray-I
Chang, Keng-Wei Chang, “C-SWF Incremental Mining Algorithm for Firewall
Policy Management,” 資訊管理學術暨警政資訊實務研討會, pp. 1-11, 2009.
Jia-Shian Lin, Chi-Cheng Chuang, Ray-I Chang, Ying-Chen Chen, Te-Chih Wang,
“A Priority-based Pattern Matching Location Algorithm for Wireless Sensor
Networks,” IEEE International Conference on Advanced Communication
Technology, 2009. (EI)
Ying-Chen Chen, Chi-Cheng Chuang, Ray-I Chang, Jia-Shian Lin, Te-Chih Wang,
“Integrated Wireless Access Point Architecture For Wireless Sensor
Networks,” IEEE International Conference on Advanced Communication
Technology, 2009. (EI)
[2008]
Yachik Yen, Ray-I Chang, “An Object-Oriented Administration Tool for
IP-PBX,” Information and Management Science, vol. 1, no. 1, pp. 60-68,
2008.
Ray-I Chang, Yen-Liang Chen, Yu-Ying Wu, "Improving Proxy Cache
Performance by Domain-Behavior Classification and On-Demand Caching,"
Asian Journal of Information Technology, vol. 7, no. 3, pp. 100-108, 2008.
Ray-I Chang, Yachik Yen, Ting-Yu Hsu, "An XML-based Comic Image
Compression," LNCS, Vol. 5353, pp. 563–572, 2008. (PCM) (EI)
江通儒, 郭真祥, 張瑞益, 許凱平, “學術機關資訊安全管理建置成熟度模型,” TANET, 2008.
Te-Chih Wang, Chia-Hui Wang, Ray-I Chang, Jan-Ming Ho, "Ubiquitous
Video Surveillance Service with Secure Forwarding Agents,"
Asia-Pacific Conference on Communications (APCC2008), Tokyo, Japan, 14-16
Oct., 2008. (EI)
張瑞益, 李硯農, “數位生活娛樂之Wii 遊樂器人像自動產生研究,” 數位生活科技研討會, 2008.
Jung-Shan Chien, Sheng-Ching Lin, Ray-I Chang, Chia-Hui Wang,
“Priority-Based R2CP for Multipoint-to-point Video Streaming,” IEEE 8th
Int. Conf. on Computer and Information Technology (CIT2008), Sydney, Australia,
8-11 July, 2008. (EI) (Acceptance rate: 27%)
[2007]
Shin-Hung Chang, Ray-I Chang, Jan-Ming Ho, and Yen-Jen Oyang, "A
Priority Selected Cache Algorithm for Video Relay in Streaming
Applications," IEEE Transactions on Broadcasting, vol.53, no.1,
pp.79-91, 2007.
Ray-I Chang, Liang-Bin Lai, Wen-De Su, Jen-Chieh Wang, Jen-Shiang Kouh, “Intrusion Detection
by Backpropagation Neural Networks with Sample-Query and Attribute-Query,” International Journal of Computational Intelligence Research,
Vol. 3, No.1, pp. 6-10, 2007.
Hsung-Pin Chang, Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang, "GSR: A
Global Seek-Optimizing Real-Time Disk-Scheduling Algorithm," Journal
of Systems and Software, Vol. 80, Issue 2, pp.198-215, 2007.
Liang-Bin Lai, Ray-I Chang, Jen Shiang Kouh, “Query-Based
Feature Selection using Neural Networks,” APIEMS
& CIIE Conference, 2007.
Liang-Bin Lai, Ray-I Chang, Jen Shiang Kouh, “A
Time-series Predicative Model using Query-Based Backpropagation Neural
Networks,” APIEMS & CIIE Conference, 2007.
Chien-Ting Liu, Chia-Hui Wang, Ray-I Chang, “A QoS
Improvement for Voice over Mobile IPv4 (Mobile VoIPv4),” International Conference on Future Generation Communication and
Networking (FGCN 2007), 2007. (EI)
Ray-I Chang, Yu-Ying Wu, “Internet Search by Active
Feedback,” IEEE 7th International Symposium on
Communications and Information Technologies (ISCIT 2007), 2007. (EI)
[2006]
Jeng-Wei Lin, Ray-I Chang*, Jan-Ming Ho, Feipei Lai, "FOS: A
Funnel-Based Approach for Optimal Online Traffic Smoothing of Live
Video," IEEE Trans. on Multimedia, vol.8 no.5, pp. 996 – 1004, 2006.
Liang-Bin Lai, Ray-I Chang*, Jen-Shiang Kouh, "Mining Data by
Query-Based Error-Propagation," LECTURE NOTES IN COMPUTER SCIENCE,
Vol. 3610, pp. 1224 – 1233, 2006.
Ray-I Chang, Liang-Bin Lai, Wen-De Su, Jen-Chieh Wang, Jen-Shiang Kouh, “Intrusion Detection by Backpropagation Neural Networks with
Sample-Query and Attribute-Query,” International
Conference on Neural Information Processing (ICONIP), 2006. (EI)
Ray-I Chang, Chia-Yen Lo, Wen-De Su, Jen-Chieh Wang, “Query-Based Learning Decision Tree and its Applications in Data
Mining,” The 9th International Conference on
Computer Science and Informatics (CSI), 2006. (EI)
[2005]
Shin-Hung Chang, Ray-I Chang, Jan-Ming Ho, Yen-Jen Oyang, "An Optimal
Cache Algorithm for Streaming VBR Video over a Heterogeneous Network,"
Computer Communications, Vol.28, Issue 16, Pages 1852-1861, 2005.
Ray-I Chang, "Disease Diagnosis using Query-Based Neural
Networks," LECTURE NOTES IN COMPUTER SCIENCE, Vol. 3498, pp. 767-773,
2005.
Ray-I Chang, Chih-Chun Chu, "An Efficient Anonymous Scheme for Mutual
Anonymous Communications," LECTURE NOTES IN COMPUTER SCIENCE, Vol.
3421, pp. 835-843, 2005.
Yachik Yen, Ray-I Chang, Chao-Lung Ting, “A Tool for Web-based and
Object-oriented Dialplan Administration of Open-source IP-PBX,” OpenSource, 2005.
Chin-Fu Ku, Jan-Ming Ho, Sao-Jie Chen, Ray-I Chang, “Improving End-to-End Performance by Active Queue Management,” IEEE Int Workshop on Information Networking and Applications,
pp. 337 - 340, 2005. (EI)
[2004]
Yih-Chearng Shiue, Ray-I Chang, Gen-Ming Guo, “A Computer-Aided
Bibliometrics System for Journal Citation Analysis and Departmental Core
Journal Ranking List Generation,” Journal of
Education Media & Library Sciences, vol. 42, no. 2, pp. 199-220,
2004.
Hsung-Pin Chang, Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang, “Cache-Aware Real-Time Disk Scheduling,”
Computer Journal, vol. 47 no. 5, pp. 560-578, 2004.
Jeng-Wei Lin, Ray-I Chang*, Jan-Ming Ho, Feipei Lai, "Aggressive
Traffic Smoothing for Delivery of Online Multimedia," LECTURE NOTES IN
COMPUTER SCIENCE, Vol. 3331, pp. 114–121, 2004.
Ray-I Chang, Chih-Chun Chu, Yu-Lin Chiu, "An Efficient Anonymous
Scheme for Computer and Communication Privacy," The 38th IEEE
International Carnahan Conference on Security Technology, pp. 199 – 203, 2004. (EI)
[2003]
Hsung-Pin Chang, Ray-I Chang*, Wei-Kuan Shih, Ruei-Chuan Chang,
"Real-Time Disk Scheduling with On-Disk Cache Conscious," LECTURE
NOTES IN COMPUTER SCIENCE, Vol. 2968, pp.88-102, 2003.
Shin-Hung Chang, Ray-I Chang, Jan-Ming Ho, and Yen-Jen Oyang, "PSC: A
Priority Selected Cache Algorithm for Streaming Video over Internet,"
IEEE Int. Conf. on Networks (ICN'03), pp.191–196, 2003. {COMSOC}
Chia-Hui Wang, Ray-I Chang, Jan-Ming Ho, Shun-Chin Hsu, "Rate-Sensitive
ARQ for Real-Time Video Streaming," IEEE Globecom, pp.3361–3365, 2003. (EI) {COMSOC}
Bao-Chyuan Guan, Ray-I Chang, Yung-Chung Wei, Chia-Ling Hu, Yu-Lin Chiu,
"An Encryption Scheme for Large Chinese Texts," The 37th IEEE
International Carnahan Conference on Security Technology, pp.564-568,
2003. (EI)
Bao-Chyuan Guan, Ping Wang, Sheng-Jyh Chen, Ray-I Chang, "An Extended
Object-Oriented Security Model for High Secure Office Environments,"
The 37th IEEE International Carnahan Conference on Security Technology, pp.
57-61, 2003. (EI)
Bao-Chyuan Guan, Ping Wang, Yen-Fu Chen, Ray-I Chang, "Assigning
Cryptographic Keys to Access Control in a Multi-Attribute Hierarchy,"
The 37th IEEE International Carnahan Conference on Security Technology, pp.
337-340, 2003. (EI)
Chia-Hui Wang, Ray-I Chang, Jan-Ming Ho, "An Effective Communication
Model for Collaborative Commerce of Web-Based Surveillance Services,"
IEEE International Conference on E-Commerce, pp.40–44,
2003. {DBLP}
[2002]
Ray-I Chang, Meng-Chang Chen, Ming-Tat Ko, Jan-Ming Ho, "Schedulable
Region for VBR Media Transmission with Optimal Resource Allocation and
Utilization," Information Sciences, Vol. 141, Issue 1-2, pp. 61-79,
2002.
Ray-I Chang, Yu-Lin Chiu, Jan-Ming Ho, "Resource Allocation for Stored
Video Delivery with Rate Availability Function," International
Computers Symposium, F5-1, 2002.
Ray-I Chang, Yu-Lin Chiu, "A Minimum-Rate Video-Staging Scheme for
QoS-Guaranteed Communication," IEEE ISPACS, pp. 227-231, 2002.
Shin-Hung Chang, Ray-I Chang, Jan-Ming Ho, Yen-Jen Oyang, "An
Effective Approach to Video Staging in Streaming Applications," IEEE
Globecom, pp. 1733-1737, 2002. (EI) {COMSOC}
Shin-Hung Chang, Ray-I Chang, Jan-Ming Ho, Yen-Jen Oyang, "OC: An
Optimal Cache Algorithm for Video Staging," IEEE Int. Conf. on
Networks, pp. 711-722, 2002. (One of the Best Papers) {COMSOC}
[2001]
Ray-I Chang, Meng-Chang Chen, Ming-Tat Ko, Jan-Ming Ho, "Online
Traffic Smoothing for Delivery of VBR Media Streams," Circuits Systems
and Signal Processing, Vol. 20, No. 3, pp. 341-359, 2001.
Hsung-Pin Chang, Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang,
"Reschedulable-Group-SCAN Scheme for Mixed Real-Time/Non-Real-Time
Disk Scheduling in a Multimedia System," Journal of Systems and
Software, 59 (2), pp. 143-152, 2001.
Ray-I Chang, Meng-Chang Chen, Ming-Tat Ko, Jan-Ming Ho,
"Bandwidth-Buffer Tradeoff for Delivery of Pre-Recorded Videos over
Multiple Smoothing-Servers," Journal of Applied Systems Studies, Vol.
2, No. 3, pp. 81-90, 2001.
Hsung-Pin Chang, Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang,
"Scheduling I/O Requests in Multimedia-on-Demand Application,"
Journal of Applied Systems Studies, Vol. 2, No. 3, pp. 48-61, 2001.
[2000]
Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang, "Real-time disk
scheduling for multimedia applications with a deadline-modification-scan
scheme," Real-Time Systems, vol.19, no.2, 149-168, 2000.
Chia-Hui Wang, Hung-Yu Kao, Shin-Hung Chang, Ray-I Chang, Shun-Chin Hsu,
Tei-Wei Kuo, Jan-Ming Ho, "Design and Implementation of an Interactive
True VOD System on ADSL with Scarce Resources at the Set-Top Box,"
International Computers Symposium, pp. 122-129, 2000.
Jan-Ming Ho, Ray-I Chang, J.Y. Juang, Chia-Hui Wang, "Design and
Implementation of a Web-Based Surveillance System using Internet Multicast
Communications," IEEE SoftCOM, pp. 273-282, 2000. {DBLP}
H. P. Chang, Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang,
"Enlarged-Maximum-Scannable-Groups for Real-Time Disk Scheduling in a
Multimedia System," IEEE COMPSAC, pp. 383-388, 2000. (EI) {DBLP}
Ray-I Chang, "Dynamic window-based traffic-smoothing for optimal
delivery of online VBR media streams," ICPADS, pp. 127 -134, IEEE
Press, 2000. {DBLP}
Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang, "Multimedia real-time
disk scheduling by hybrid local/global seek-optimizing approaches,"
ICPADS, pp. 323 -330, IEEE Press, 2000. {DBLP}
[1999]
Ray-I Chang, "An optimal approximation method to characterize the
resource tradeoff functions for media servers," Proc. SPIE Vol. 3846,
pp. 382-391, Multimedia Storage and Archiving Systems IV, 1999. (EI)
Ray-I Chang, Wei-Kuan Shih, and Ruei-Chuan Chang, "Real-time
scheduling for continuous multimedia retrieval with
sliding-group-rescheduling," Int. Conf. PDP Techniques and
Applications (PDPTA’99), pp.2601-2607, 1999. {DBLP}
Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and Ming-Tat Ko, "Optimal
bandwidth-buffer tradeoff for VBR media transmission over multiple
relay-servers," IEEE International Conference on Multimedia and Expo,
vol. 2, pp.31-35, 1999. (EI) {COMSOC}{DBLP}
Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and Ming-Tat Ko, "An effect
and efficient traffic-smoothing scheme for delivery of online VBR media
streams," IEEE INFOCOM, vol.2, pp.447 -454, 1999. {COMSOC}{DBLP}
Ray-I Chang, C.L. Chen, Wei-Kuan Shih, and Ruei-Chuan Chang, "Design
and implementation of a real-time disk scheduling algorithm by the
multi-segment cascade scheme," IEEE Real-Time Systems Symposium
(RTSS99) - WIP, pp. 1-5, 1999.
[1998]
Ray-I Chang, Wei-Kuan Shih, Ruei-Chuan Chang, "A new real-time disk
scheduling algorithm and its application to multimedia systems,"
LECTURE NOTES IN COMPUTER SCIENCE, vol. 1483, pp. 278-289, 1998. )
Ray-I Chang, Pei-Yung Hsiao, "Macro-cell placement for custom-chip
design using self-organizing fuzzy technique," VLSI Design, vol. 7,
no. 4, pp. 385-399, 1998.
Ray-I Chang, Wei-Kuan Shih and Ruei-Chuan Chang,
"Deadline-modification-SCAN with maximum-scannable-groups for
multimedia real-time disk scheduling," in The 19th IEEE Real-Time
Systems Symposium (RTSS98), pp. 40-49, 1998. (EI) {DBLP}
Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and Ming-Tat Ko,
"Characterizing the minimum required resources for admission control
of pre-recorded VBR video transmission by an O(nlogn) algorithm," IEEE
Int. Conf. Computer Communications and Networks (ICCCN), pp. 674-681,
1998. {DBLP}
[1997]
Ray-I Chang, Pei-Yung Hsiao, "Unsupervised
query-based learning of neural networks using selective-attention and
self-regulation," IEEE Trans. Neural Networks, vol.8, no.2,
pp.205-217, March 1997.
Ray-I Chang, Pei-Yung Hsiao, "VLSI circuit placement with rectilinear
modules using three-layer force directed self-organizing maps," IEEE
Trans. Neural Networks, vol.8, no.5, pp. 1049-1064, September 1997.
Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and Ming-Tat Ko, "Optimization
of stored VBR video transmission on a CBR channel," Proc. SPIE Vol.
3231, Performance and Control of Network Systems, pp. 382-392, 1997.
Y.C. Wang, S.L. Tsao, Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and
Ming-Tat Ko, "Fast data placement scheme for video server with
zoned-disks," Proc. SPIE Vol. 3229, Multimedia Storage and Archiving
Systems II, pp. 92-102, 1997.
Ray-I Chang, Meng-Chang Chen, Jan-Ming Ho and Ming-Tat Ko, "Designing
the on-off CBR transmission schedule for jitter-free VBR media playback in
real-time networks," IEEE RTCSA, pp.2-9, 1997. (EI) {DBLP}
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