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PUBLICATIONS (ORCID)

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  • Mahawan, A., Jaiteang, S., Srijiranon, K., Eiamkanitchat, N., "Hybrid ARIMAX and LSTM Model to Predict Rice Export Price in Thailand",International Conference on Cybernetics and Innovations, ICCI 2022.

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  • Srijiranon, K., Eiamkanitchat, N., Ramingwong, S., Cosh, K., Ramingwong, L., "Investigation of PM10 prediction utilizing data mining techniques: Analyze by topic", Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 11 (5), art. no. e1423.

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  • Srijiranon, K., Eiamkanitchat, N.,"Neuro-fuzzy transformation with minimize entropy principle to create new features for particulate matter prediction", Applied Sciences (Switzerland), 11 (14), art. no. 6590.

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  • Srijiranon, K., Eiamkanitchat, N.,"Neuro-fuzzy Model with Neighborhood Component Analysis for Air Quality Prediction", 2021 7th International Conference on Engineering, Applied Sciences and Technology, ICEAST 2021 - Proceedings, art. no. 9426278, pp. 139-144.

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  • Tachai, N., Yato, P., Muangpan, T., Srijiranon, K., Eiamkanitchat, N., “KaleCare: Smart Farm for Kale with Pests Detection System using Machine Learning”, 16th International Joint Symposium on Artificial Intelligence and Natural Language Processing, iSAI-NLP 2021, 2021

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  • Northep, K., Srijiranon, K., Eiamkanitchat, N., "Water Quality Classification Using Data Mining Techniques: A Case Study on Wang River in Thailand",2020 Joint 9th International Conference on Informatics, Electronics and Vision and 2020 4th International Conference on Imaging, Vision and Pattern Recognition, ICIEV and icIVPR 2020.

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  • Chaisornying, K., Eiamkanitchat, N., "Increasing predictive accuracy of neuro-fuzzy using quartiles to initialize the membership function", ACM International Conference Proceeding Series, 2020, pp. 130–133.

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  • Wongsorn, A., Srijiranon, K., Eiamkanitchat, N., "Application of IoT using neuro-fuzzy based on Thai speech classification to control model hospital bed with Arduino", 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019, 2019, pp. 702–706.

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  • Pimpa, A., Eiamkanitchat, N., Phatsara, C., Moonmanee, T.,"Decision support system for dairy cattle management using computational intelligence technique", ACM International Conference Proceeding Series pp. 181-185,2019.

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  • Ramingwong, S., Ramingwong, L., Cosh, K., Eiamkanitchat, N., “A comparative study on scrum simulations”, Advances in Intelligent Systems and Computing, Volume 769, 2019, pp. 317-3261, 4th International Conference on Computing and Information Technology, IC2IT 2018; Chiang Mai; Thailand; 5 July 2018 through 6 July 2018.  [CiteScore (2018) :0.54, SNIP (Source Normalized Impact per Paper) (2018) :0.434]

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  • Nachiengmai, W., Ramingwong, S., Cosh, K., Ramingwong, L., Eiamkanitchat, N., “Defect-driven development: A new software development model for beginners”, International Journal of GEOMATE,17(61), pp. 149-155, 2019.  [CiteScore (2018) :0.74, SNIP (Source Normalized Impact per Paper) (2018) :0.945]

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  • Vilaysuk, B., Ramingwong, L., Ramingwong, S., Eiamkanitchart, N., Cosh, K. "Measuring quality of C2C E-commerce websites in Lao PDR",  Advances in Intelligent Systems and Computing 760, pp. 505-515.  [CiteScore (2018) :0.54, SNIP (Source Normalized Impact per Paper) (2018) :0.434]

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  • Cosh, K., Ramingwong, S., Eiamkanitchat, N., Ramingwong, L., "Automatically Identifying Themes and Trends in Software Engineering Research", 2018 10th International Conference on Knowledge and Smart Technology: Cybernetics in the Next Decades, KST 2018, 8426092, pp. 106-111

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  • Xangyang, Ramingwong, S., Eiamkanitchat, N., Ramingwong, L.,  "Curriculum Analysis Based on Cerebral Hemisphere Functions Using Association Rule", 2018 10th International Conference on Knowledge and Smart Technology: Cybernetics in the Next Decades, KST 2018, 8426092, pp. 47-52

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  • Srijiranon, K., Eiamkanitchat, N.," Collective neural networks system for PM10 classification in the north of Thailand", 22nd International Computer Science and Engineering Conference, ICSEC 2018. Chiang Mai; Thailand.

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  • Cosh, K., Ramingwong S., Eiamkanitchat, N., Ramingwong, L., "Automatically Identifying Themes and Trends in Software Engineering Research", 2018 10th International Conference on Knowledge and Smart Technology: Cybernetics in the Next Decades, KST 2018, 8426070, pp. 106-111

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  • Teyakome, J., Eiamkanitchat, N., Sangkakorn, K., Napook, P, “Fuzzy Clustering and Association Rule for Improvement of Visitor Spots in the Lanna”, ICISS 2016 - 2016 International Conference on Information Science and Security, 23 March 2017, Article number 7885855.

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  • Napook, P, Eiamkanitchat, N., Sangkakorn, K.,Teyakome, J. ,“Potential Tourist Attraction Analysis for Senior Tourists in the Lanna Region of Thailand Utilize Neuro-Fuzzy”, ICISS 2016 - 2016 International Conference on Information Science and Security , 23 March 2017, Article number 7885864.

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  • Eiamkanitchat, N, Kuntekul, N., Panyaphruek, P., “Ensemble MLP networks for voices command classification to control model car via piFace interface of raspberry Pi”, International Journal of GEOMATE, Volume 13, Issue 7, 2017, Pages 9-15, [SJR (SCImago Journal Rank) (2015) : 0.243, CiteScore (2015) :0.35, SNIP (Source Normalized Impact per Paper) (2015) :0.610]

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  • Eiamkanitchat, N, Moontuy, T., Ramingwong, S., “Fundamental analysis and technical analysis integrated system for stock filtration”, 2016 Cluster Computing, Volume 20, Issue 1, 1 March 2017, Pages 883-894.[SJR (SCImago Journal Rank) (2015) : 0.605, CiteScore (2015) :1.65, SNIP (Source Normalized Impact per Paper) (2015) :1.282]

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  • Jirawat Teyakome, Narissara Eiamkanitchat, “Improvements the HANN-L2F for classification by using k-means”, Proceedings - 2015 7th International Conference on Information Technology and Electrical Engineering: Envisioning the Trend of Computer, Information and Engineering, ICITEE 2015, pp.621-625.

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  • Phichit Napook, Narissara Eiamkanitchat, Komsan Suriya, Jirawat Teyakome, “Neuro-Fuzzy System for Analysis the Overall Operations of Companies in Thailand”, 2nd IEEE International Conference on Information Science and Security, ICISS 2015; Seoul; South Korea; 14 December 2015 through 16 December 2015

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  • Narissara Eiamkanitchat, Moontui Teerasak, “Decision support for the stocks trading using MLP and data mining techniques”, Lecture Notes in Electrical Engineering, pp. 1223-1233, 2016. [SJR (SCImago Journal Rank) (2015) : 0.122, IPP (Impact per Publication) (2015) :0.043, SNIP (Source Normalized Impact per Paper) (2015) :0.054]

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  • Jirawat Teyakome, Narissara Eiamkanitchat, Phichit Napook, Komsan Suriya, “Application of fuzzy C-Mean clustering base tree for measuring the effectiveness of corporate”, Lecture Notes in Electrical Engineering, pp. 873-883, 2016. [SJR (SCImago Journal Rank) (2015) : 0.122, IPP (Impact per Publication) (2015) :0.043, SNIP (Source Normalized Impact per Paper) (2015) :0.054]

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  • Kiatrungwilaikun, N., Komsan Suriya, Narissara Eiamkanitchat, "Indicator circuits with incremental clustering and its applications on classification of firm’s performance and detection of high-yield stocks in the medium-term", Studies in Computational Intelligence, pp. 385-400, Springer Verlag, 2016.[SJR (SCImago Journal Rank) (2015) :0.187, IPP (Impact per Publication) (2015) :0.185, SNIP (Source Normalized Impact per Paper) (2015) :0.247]

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  • Eiamkanitchat, N., Theera-Umpon, N.,Auephanwiriyakul, S.,"On Feature Selection and Rule Extraction for High Dimensional Data: A Case of Diffuse Large B-Cell Lymphomas Microarrays Classification", Mathematical Problems in Engineering, Volume 2015, Hindawi Publishing Corporation, 2015. [SJR (SCImago Journal Rank) (2015) :0.285, IPP (Impact per Publication) (2015) :0.627, SNIP (Source Normalized Impact per Paper) (2015) :0.484]

 

  • Phichit Napook, Narissara Eiamkanitchat, “Forecasting Algorithm Developed from the Neuro - Fuzzy System”, UbiComp/ISWC'15 Adjunct: Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, pp. 1189-1196 Osaka, Japan, 7 September 2015

 

  • Krittakom Srijiranon, Narissara Eiamkanitchat, “Thai Speech Recognition Using Neuro-Fuzzy System”, 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), June, 2015.

 

  • Jirawat Teyakome, Narissara Eiamkanitchat, “A Hybrid Approach of Neural Network and Level-2 Fuzzy set”, Information Science and Applications (Lecture Notes in Electrical Engineering), Kuinam J. Kim (Eds.), Volume 339, pp. 729-736, Springer-Verlag Berlin Heidelberg, 2015. [SJR (SCImago Journal Rank) (2015) : 0.122, IPP (Impact per Publication) (2015) :0.043, SNIP (Source Normalized Impact per Paper) (2015) :0.054]

 

  • Phichit Napook, Narissara Eiamkanitchat, “The Adaptive Dynamic Clustering Neuro-Fuzzy System for Classification”, Information Science and Applications (Lecture Notes in Electrical Engineering), Kuinam J. Kim (Eds.), Volume 339, pp. 721-728, Springer-Verlag Berlin Heidelberg, 2015. [SJR (SCImago Journal Rank) (2015) : 0.122, IPP (Impact per Publication) (2015) :0.043, SNIP (Source Normalized Impact per Paper) (2015) :0.054]

 

  • Krittakom Srijiranon, Narissara Eiamkanitchat, “Application of Neuro-fuzzy Approaches to Recognition and Classification of Infant Cry”, IEEE Region 10 Annual International Conference, Proceedings/TENCON , October, 2014. [SJR (SCImago Journal Rank) (2014) : 0.114, IPP (Impact per Publication) (2014) :0.063, SNIP (Source Normalized Impact per Paper) (2014) :0.166]

 

  • K. Saetern, N. Eiamkanitchat, “An Ensemble K-Nearest Neighbor with Neuro-Fuzzy Method for Classification”, Recent Advances in Information and Communication Technology (Advances in Intelligent Systems and Computing), Volume 265, pp. 43-51 Springer-Verlag Berlin Heidelberg, 2014. [SJR (SCImago Journal Rank) (2014) : 0.149, IPP (Impact per Publication) (2014) :0.103, SNIP (Source Normalized Impact per Paper) (2014) :0.154]

 

  • P. Wongchomphu, N. Eiamkanitchat, “Enhance Neuro-Fuzzy System for Classification Using Dynamic Clustering”, Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering, Chiang Rai, Thailand, March 2014. (Best paper)

 

  • E. Chuasuwan, N. Eiamkanitchat, “The Feature Selection for Classification by Applying the Significant Matrix with SPEA2”, International Computer Science and Engineering Conference ICSEC 2013, Bangkok, Thailand, 2013

 

  • N. Eiamkanitchat, “A Neuro-Fuzzy Application for Clustering Greenhouse Gases Produced by Activities in University Dormitor”, Journal of Industrial and Intelligent Information, 1(1), pp.10-13, 2013.

 

  • S. Ramingwong, N. Eiamkanitchat, L. Ramingwong, S. Ramingwong, “A Case Study on Logistics Software Development”, Global Prespective on Engineering Management, 1(3), pp.67-73, 2012.

 

  • N. Eiamkanitchat, N. Theera-Umpon, and S. Auephanwiriyakul, “Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification,” Advances in Neural Network Research and Applications (Lecture Notes in Electrical Engineering), Zhigan Zen and Jun Wang (Eds.), Volume 67, pp. 363–372, Springer-Verlag Berlin Heidelberg, 2010. [SJR (SCImago Journal Rank) (2014) : 0.120, IPP (Impact per Publication) (2014) :0.051, SNIP (Source Normalized Impact per Paper) (2014) :0.090]

 

  • N. Eiamkanitchat, N. Theera-Umpon, and S. Auephanwiriyakul, “A Novel Neuro-Fuzzy Method for Linguistic Feature Selection and Rule-Based Classification”, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE 2010), Singapore, February 2010.

 

  • N. Eiamkanitchat, K. Kito, N. Ito, and X.Wang, “Study on Soft Fruit Harvesting Robot-Recognition of Leaf’s Hidden Fruit by Using Image Processing,”Nogyo Kikai Gakkai Nenji Taikai Koen Yoshi, Vol. 59, pp.459-460, Japan 2000.

 

  • N. Eiamkanitchat, K. Kito, N. Ito, and X.Wang, “Gripper Mechanism for Fruit Harvesting Robot,” Proceedings of Japanese Society of Agricultural Machinery: JSAM, Kansai Branch, Osaka, Japan 2000.

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