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| Faculty : |
School of Information, Computer, and Communication Technology (ICT) |
| Name : |
Dr. Pakinee Aimmanee (Assistant Professor) |
| Position : |
Assistant Professor |
| E - Mail : |
pakinee@siit.tu.ac.th |
| Phone Rangsit : |
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| Phone Bangkadi : |
+66 (0) 2501 3505-20 |
| Phone Extension : |
2011 |
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- B.S. in Mathematics (Cum laude with distinction), minor in Computer Science. University of Delaware, USA
- M.S. in Applied Mathematics, University of Colorado at Boulder, USA
- Ph.D. in Applied Mathematics, University of Colorado at Boulder, USA
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- Very Good Research Award from Thammasat University, 2008.
- Stribic fellowship awarded to women who succeed in teaching and researching, University of Colorado at Boulder, 2002-2003.
- William Clark Prize, a prize given to an excellent student in Mathematics, University of Delaware, 1999.
- Development and Promotion for Science and Technology Talents Project (DPST) Scholarship, 1995-2005.
- Second prize winner in a science competition, Chiang Mai University, 1993.
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Information retrieval, Data mining, Applied linear algebra. |
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Information Retrieval
The number of text documents nowadays has grown very rapidly through widely varied media such as books, journals, and Webs. Getting information from the large collection of data or documents is not an easy task. Data indexing and retrieval are in the field of Information Retrieval (IR) that have been of interest to computer information scientists in the past few years. There are many search algorithms that are used to solve the retrieval problems, but each still has some disadvantages, especially in terms of storage usage, speed, and accuracy. This causes the search algorithms become not as efficient as they should be. My research focuses on how to improve search algorithms to gain more accuracy and to require less time and storage. |
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- 2005-Present: School of ICT, SIIT
- 2003: International Consultant, LightBridge Co., Broomfield, CO., USA
- 2003-2005: Research Assistant, Department of Computer Science, University of Colorado at Boulder, USA
- 2000: Summer Intern, Data Fusion Corp., Denver, CO., USA
- 1999-2003: Teaching Assistant, Department of Applied Mathematics, University of Colorado at Boulder, USA
- 1998-1999: Undergraduate Research Assistant, Department of Mathematics, University of Delaware, USA
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- Samatcha Thanangthanakij; Eakasit Pacharawongsakda; Nattapong Tongtep; Pakinee Aimmanee; and Thanaruk Theeramunkong (2012). An empirical study on multi-dimensional sentiment analysis form user service reviews, in Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012) [CD-ROM], 8-10 November 2012, Melbourne, Australia.
- Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai, and Hiroaki
Kunieda (2012). Online traffic information retrieving for a driver using speech
recognition including enhancement methods, in Proceedings of The First ASIAN
Conference on Information Systems (ACIS 2012) [CD-ROM], 6-8 December 2012, Siem
Reap, Cambodia.
- Parisut Jitpakdee; Pakinee Aimmanee; and Bunyarit Uyyanonvara (2012).
A survey on Hemorrhage detection in diabetic retinopathy retinal images, in
Proceedings of the 2012 9th International Conference on Electrical
Engineering/Electronics, Computer, Telecommunications and Information Technology
(ECTI-CON 2012) [CD-ROM], 16-18 May 2012, Phetchaburi, Thailand.
- Nittaya Muangnak; Pakinee Aimmanee; Stanislav S. Makhanov; and
Bunyarit Uyyanonvara (2012). An improved optic disc detection on low quality
retinal images with entropy thresholding, in Proceedings of the Third
International Conference on Information and Communication Technology for
Embedded Systems (ICICTES2012) [CD-ROM], 22-24 March 2012, Bangkok, Thailand.
- Qu, Jian; Thanaruk Theeramunkong; Cholwich Nattee; and Pakinee
Aimmanee (2011). Web translation of English medical OOV terms to Chinese
with data mining approach, Thammasat International Journal of Science and
Technology<, Vol. 16, No. 2, 2011, pp. 26-40.
- Sontipee Aimmanee; Supharoek Trakarnkulchai and Pakinee Aimmanee
(2011). Micromechanics of a smart composite actuator embedded with hollow
piezoelectric fibers, in Proceedings of the ASME 2011 Conference on Smart
Materials, Adaptive Structures and Intelligent Systems (SMASIS2011) [CD-ROM],
18-21 September 2011, Scottsdale, Arizona, USA.
- Pakinee Aimmanee (2011). Automatic Plaiarism Detection Using
Word-Sentence Based S-gram, Chiang Mai Journal of Science, Vol. 38 (Special
Issue), 2011, pp. 1-7.
- Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai,
N.Thatphitakkul, Hiroaki Kuneida (2010). The Optimization Process of Speech
Recognition for in-Vehicle Embeded Systems, in Proceeding of the International
Conference of Intelligent Transport System Telecommunication, 15 September 2010,
Kyoto, Japan.
- Pakinee Aimmanee (2010). Automatic Plagiarism Detection Using
Word/Sentence Based s-grams, in the Preceedings of International Computer
Science and Engineering Conference 2010 (ICSEC 2010), 17-20 November 2010,
Chiang Mai, Thailand.
- Pakinee Aimmanee and Thanaruk Theeramunkong (2010). Improving the
Retrieval Performance by Using the Distance-Based Bigrams, ECTI Transaction EEC
Vol. 8, No. 1, 2010, pp. 106-112.
- Pakinee Aimmanee and Thanaruk Theeramunkong (2010). Multimodal
sn,k-grams: A Skipping-based Similarity Model in Information Retrieval, in the
Preceedings of the 2nd Asian Conference on Intelligent Information and Database
Systems, 24-26 March 2010, Hue, Vietnam and series Lecture Notes in Artificial
Intelligence LNCS/LNAI.
- Juniar Ganis and Pakinee Aimmanee (2010). Building a Large Annotated
Corpus for Indonesian Language Using HMM Tagger, in Proceedings of the
International Conference on Information and Communication Technology for
Embedded Systems (ICICTES 2010), 28-30 January 2010, Pathumthani, Thailand.
- Surasak Boonkla, Pakinee Aimmanee, Chai Wutiwiwatchai, and Hiroaki
Kuneida (2010). An Isolated Word Speech Recognition for Car Telematics Services,
in Proceedings of the International Conference on Information and Communication
Technology for Embedded Systems(ICICTES 2010), 28-30 January 2010, Pathumthani,
Thailand.
- Jian Qu, Thanaruk Theeramunkong, Cholwich Nattee, Pakinee Aimmanee
(2009). A Novel Candidate Generation Technique for Web based English-Chinese
Medical OOV Term Translation, in Proceedings of the 4th International Conference
on Knowledge, Information and Creativity Support Systems 2009 (KICSS2009),
Seoul, Korea.
- Pakinee Aimmanee, Thanaruk Theeramunkong (2009). Improving IR
Performance Using s-skip n-gram Term Modeling, in Proceedings of the 6th
International Joint Conference on Computer Science and Software Engineering
(JCSSE 2009), Phuket, Thailand.
- Tanawat Limungura, Thanaruk Theeramunkong, Pakinee Aimmanee (2009).
Extraction of Medical Expert-Affiliation Relations from WWW, in Proceedings of
the 6th International Joint Conference on Computer Science and Software
Engineering (JCSSE 2009), Phuket, Thailand.
- Jian Qu, Cholwich Nattee, Thanaruk Theeramunkong, and Pakinee
Aimmanee (2009). Automatic English to Chinese Translation of Medical Terms
using Association Rule Mining with Web Data, in Proceedings of the 6th
International Joint Conference on Computer Science and Software Engineering
(JCSSE 2009), Phuket, Thailand.
- Pakinee Aimmanee and Thannaruk Theeramunkong (2009). Improving the
Retrieval Performance by Using Distance-Based Bigram, in Proceedings of ECTI-CON
2009: The Sixth Annual International Conference, organized by Electrical
Engineering/Electronics, Computer, Telecommunications and Information Technology
(ECTI) Association (ECTICON 2009), Bangkok, Thailand.
- Swit Phuvipadawat, Warakorn Gulyanon, Pakinee Aimmanee, Thanaruk
Theeramunkong (2008). A Comparability Approach to Item Reduction in Computerized
Adaptive Testing, in Proceedings of the 4th International Conference on
Management of Innovation and Technology (ICMIT 2008), 21-24 September 2008,
Bangkok, Thailand.
- Pakinee Aimmanee (2008). An Investigation of the Changing Behaviors
of Elements in a Matrix after Rank Reduction in the Process of Latent Semantic
Indexing, in Proceedings of the International Conference on Engineering, Applied
Sciences, and Technology (ICEAST 2008), Thailand.
- Thanaruk Theeramunkong, Pichai Iamtana-anan, Cholwich Nattee, Arthit
Suriyawongkul, Ekawit Nantajeewarawat, Pakinee Aimmanee (2007). A
Framework for Constructing a Thai Medical Knowledge Base. In Proceedings of the
2nd International Conference on Knowledge, Information and Creativity Support
Systems (KICSS2007), Ishikawa, Japan.
- Pakinee Suwannajan, E.R. Jessup (2006). Determining Conditions for
Latent Semantic Indexing in Solving Language Problems, in Proceedings of the
KICSS 2006, Thailand, pp. 131-138.
- Pakinee Suwannajan (2006). Mathematical Analysis of a Search Engine
Called LSI When Dealing with Polysemy Problems, in Proceedings of the ICMAA
2006, Thailand.
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