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Đề tài
| Tên đề tài | Cấp | Vai trò | Năm |
|---|---|---|---|
| Nghiên cứu xây dựng hệ thống tự động nhận dạng và phân tích khuôn mặt sinh viên nhằm hỗ trợ việc học tập tương tác trong lớp học. | Đề tài cấp Bộ | 2019 | |
| Nghiên cứu phương pháp phân cụm từ sử dụng phương pháp phân tích nhóm dựa trên đồ thị dendrogram - Ứng dụng nâng cao hiệu quả phân loại văn bản tiếng Việt tự động. | Đề tài cấp ĐHĐN | 2016 | |
| Xây dựng mô hình đường trắc địa trên máy vector hỗ trợ trong việc phân loại văn bản tiếng Việt số. | Đề tài cấp ĐHĐN | 2013 |
Tạp chí
| Tên bài báo | Loại | Tạp chí | Tác giả |
|---|---|---|---|
| Application of Conformal Geometric Algebra to in-plane rotated face detection by AdaBoost-based algorithm. | Article | The 7th Conference on Applied Geometric Algebras in Computer Science and Engineering. No: AGACSE 2018. Pages: 117-126. Year 2018. | Authors: Pham Minh Tuan, Doan Cong Danh, Eckhard Hitzer |
| Human Activity Recognition Based on Weighted Sum Method and Combination of Feature Extraction Methods. | Article | International Journal of Intelligent Information Systems. No: 7(1). Pages: 9-14. Year 2018. | Authors: Nang Hung Van Nguyen, Minh Tuan Pham, Nho Dai Ung, Kanta Tachibana |
| NHẬN DẠNG CHUYỂN ĐỘNG QUAY DỰA TRÊN MÔ HÌNH MARKOV ẨN VÀ CONFORMAL GEOMETRIC ALGEBRA. | Bài báo | Tạp chí Khoa học Công nghệ ĐHĐN. Số: Số 1(74).2014-Quyển 2. Trang: 87. Năm 2014. | Tác giả: Nguyễn Năng Hùng Vân; Phạm Minh Tuấn ; Tachibana Kanta |
| Phương pháp phân cụm từ tiếng việt dựa trên phương pháp Dendrogram và Wikipedia. | Bài báo | Tạp chí Khoa học Công nghệ ĐHĐN. Số: Số 7(80).2014. Trang: 133. Năm 2014. | Tác giả: Nguyễn Thị Lệ Quyên; Phạm Minh Tuấn |
| Phương pháp nén ảnh sử dụng mạng Nơron nhân tạo và k-means. | Bài báo | Tạp chí Khoa học Công nghệ ĐHĐN. Số: Số 1(74).2014-Quyển 2. Trang: 55. Năm 2014. | Tác giả: Võ Văn Nhật; Phạm Minh Tuấn |
| Apply Geometric Algebra to Clustering Method. | Presentations | The 20th International Conference on Finite and Infinite Dimensional Complex Analysis and Applications, Hanoi. Year 2012. | Authors: Minh Tuan Pham |
| Feature Extraction Using Conformal Geometric Algebra for AdaBoost Algorithm Based In-plane Rotated Face Detection. | Article | Advances in Applied Clifford Algebras. No: 61(2019). Pages: 1-19. Year 2019. | Authors: Pham Minh Tuan, Doan Cong Danh, Eckhard Hitzer |
| The DOMJudge Based Online Judge System with Plagiarism Detection. | Article | 2019 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF). No: DOI: 10.1109/RIVF.2019.8713763. Pages: 213-218. Year 2019. | Authors: Pham Minh Tuan and Tan Bao Nguyen |
| High speed face detection using fuzzy membership function based adaboost algorithm. | Article | International Journal of Engineering & Technology. No: 7 (4). Pages: 4799-4807. Year 2018. | Authors: Tuan Minh Pham, Danh Cong Doan |
| Text Classification Based On Manifold Semi-Supervised Support Vector Machine. | Article | Trends in Innovative Computing, 14th International Conference on Intelligent Systems Design and Applications (ISDA’14). No: ISSN: 2150-7996. Pages: 13-19. Year 2014. | Authors: Vo Duy Thanh, Vo Trung Hung, Pham Minh Tuan and Ho Khac Hung |
| Feature extraction for classification method using principal component based on conformal geometric algebra. | Article | 2016 International Joint Conference on Neural Networks (IJCNN) - 2016. No: 978-1-5090-0620. Pages: 4112-4117. Year 2016. | Authors: Minh Tuan Pham, Phuc Hao Do and Kanta Tachibana |
| Vietnamese Word Clustering Method based Wikipedia and Its Sliding-Window Selection for Vietnamese Document Classification. | Article | The 16th International Symposium on Advanced Intelligent Systems, ISIS 2015. No: November 4 - 7, 2015 Mokpo, South Korea. Pages: 1201-1211. Year 2015. | Authors: Minh Tuan Pham and Thi Le Quyen Nguyen |
| A Conformal Geometric Algebra Based Clustering Method and Its Applications. | Article | Advances in Applied Clifford Algebras. No: 1661-4909. Pages: 1-20. Year 2015. | Authors: Minh Tuan Pham and Kanta Tachibana |
| Vietnamese Documents Classification Based on Dendrogram and Wikipedia. | Article | The Third Asian Conference on Information Systems. No: ACIS 2014. Pages: 247-253. Year 2014. | Authors: Pham Minh Tuan; Nguyen Thi Le Quyen; Vo Trung Hung; Vo Duy Thanh |
| So sánh geometric algebra và ma trận trong thuật toán quay vật thể 3D. | Bài báo | Tạp chí khoa học va công nghệ, Đại học Đà Nẵng. Số: 10(71). Trang: 166-170. Năm 2013. | Tác giả: Phạm Minh Tuấn |
| An Algorithm for Fuzzy Clustering based on Conformal Geometric Algebra. | Article | Proceedings of the Fifth International Conderence KSE 2013, Advances in Intelligent Systems and Computing. No: 245. Pages: 83-94. Year 2013. | Authors: Minh Tuan Pham and Kanta Tachibana |
| Text classification based on semi-supervised learning. | Article | Proceedings of the 2013 Fifth International Conference of Soft Computing and Pattern Recognition. No: ISBN: 978-1-4799-3400-3. Pages: 238-242. Year 2013. | Authors: Hung Vo Trung,Thanh Vo Duy, Pham Minh Tuan and Doan Van Ban |
| Marker selection for Human Activity Recognition Using Combination of Conformal Geometric Algebra and Principal Component Regression. | Article | The 7th international symposium on information and communination technology. No: SoICT2016. Pages: 374-379. Year 2016. | Authors: Nguyen Nang Hung Van, Pham Minh Tuan and Do Phuc Hao |
| An adaptive algorithm for restoring image corrupted by mixed noise. | Article | Cypernetics and Physics. No: 8.2. Pages: 73-82. Year 2019. | Authors: Pham Cong Thang, Tran Thi Thu Thao, Phan Tran Dang Khoa, Dinh Viet Sang, Pham Minh Tuan, Nguyen Minh Hieu |
| CGA Clustering Based Vector Quantization Approach for Human Activity Recognition Using Discrete Hidden Markov Model. | Article | The 13th international symposium on advanced technology (ISAT 13). No: 1. Pages: 131-135. Year 2014. | Authors: Nguyen Nang Hung Van, Pham Minh Tuan, Tachibana Kanta |
| Conformal Geometric Algebraを用いた物体の関節位置分布の推定. | Article | 第27回ファジィシステムシンポジウム (FSS2011), 福井大学. No: 2011年9月. Year 2011. | Authors: Pham Minh Tuan，橘完太，吉川大弘，古橋武 |
| Feature Extraction by Geometric Algebra from Geometric Data. | Article | Proceedings of The Institute of Statistical Mathematics「統計数理」. No: 56(2). Pages: 185-197. Year 2008. | Authors: Minh Tuan Pham, 橘 完太, Eckhard Hitzer, Sven Buchholz, 吉川 大弘, 古橋 武 |
| パターン認識問題に対する空間折畳みモデルの提案とその学習アルゴリズムの検討. | Article | 第26回ファジィシステムシンポジウム (FSS2010), 広島大学. No: 2010年9月. Year 2010. | Authors: Pham Minh Tuan，吉川大弘，古橋武，橘完太 |
| A Note on Geometric Algebra and Neural Networks. | Article | 第20回インテリジェントシステムシンポジウム(FAN2010)首都大学東京. No: 2010年9月. Year 2010. | Authors: Kanta Tachibana, Pham Minh Tuan, Tomohiro Yoshikawa and Takeshi Furuhashi |
| Pattern Recognition based on Space Folding Model. | Presentations | Applied Geometric Algebras in Computer Science and Engineering 2010, University of Amsterdam, June 14-16. Year 2010. | Authors: Minh Tuan Pham, Tomohiro Yoshikawa and Takeshi Furuhashi |
| Feature Extraction based on Space Folding Model and Application to Machine Learning. | Article | SCIS & ISIS 2010. No: TH-F3-4. Pages: 322-327. Year 2010. | Authors: Minh Tuan Pham, Kanta Tachibana, Tomohiro Yoshikawa and Takeshi Furuhashi |
| Classification and Clustering of Spatial Patterns with Geometric Algebra. | Article | Geometric Algebra Computing: In Engineering and Computer Science, Springer. No: 978-1-84996-107-3. Pages: 231-247. Year 2010. | Authors: Minh Tuan Pham, Kanta Tachibana, Eckhard Hitzer, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| 曲率強調流線による高速な渦(台風)抽出手法. | Article | 日本流体力学会年会2008, 神戸大学, 神戸. No: 2008年9月. Year 2008. | Authors: 杉本憲彦, Pham Minh Tuan, 橘完太, 水田亮, 吉川大弘, 古橋武 |
| A clustering method for geometric data based on approximation using conformal geometric algebra. | Article | Fuzzy Systems (FUZZ) 2001 IEEE International Conference Fuzzy Systems. No: 978-1-4244-7315-1. Pages: 2540-2545. Year 2011. | Authors: Minh Tuan Pham, Kanta Tachibana, Tomohiro Yoshikawa and Takeshi Furuhashi |
| 空間折畳みモデルを用いた特徴抽出とニューラルネットワークへの適用. | Article | 第20回インテリジェントシステムシンポジウム(FAN2010)首都大学東京. No: 2010年9月. Year 2010. | Authors: Pham Minh Tuan，橘完太，吉川大弘，古橋武 |
| Pattern Recognition based on Two-dimensional Dendrogram Map using Spring Model. | Article | The 1st International Workshop on Aware Computing (IWAC09). No: 19th. Pages: ROMBUNNO.H1,2. Year 2009. | Authors: Minh Tuan Pham, Tomohiro Yoshikawa, Takeshi Furuhashi, and Kanta Tachibana |
| High speed method of detecting vortex without empirical conditions - Application to risk-assessment of tropical cyclone. | Article | Theoretical and Applied Mechanics Japan, National Committee for IUTAM. No: 57. Pages: 297-307. Year 2009. | Authors: Norihiko Sugimoto, Minh Tuan Pham, Kanta Tachibana, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| Questionnaire data analysis based on Two-dimensional Dendrogram Map using Spring Model. | Article | 10th International Symposium on Advanced Intelligent Systems (ISIS 2009). No: Busan, Korea, August 17-19. Pages: 254-257. Year 2009. | Authors: Minh Tuan Pham, Tomohiro Yoshikawa and Takeshi Furuhashi |
| Robust Feature Extractions from Geometric Data using Geometric Algebra. | Article | Proceedings of the 2009 IEEE International Conference on Systems, Man, and Cybernetics, San Antonio, TX, USA. No: 978-1-4244-2793-2. Pages: 529 - 533. Year 2009. | Authors: Minh Tuan Pham, Tomohiro Yoshikawa, Takeshi Furuhashi, and Kanta Tachibana |
| High speed non-empirical cyclone detection method. | Presentations | 8th EMS Annual Meeting, 7th European Conference on Applications of Meteorology (EMS2008). Pages: EMS2008-A-00325. Year 2008. | Authors: Norihiko Sugimoto, Minh Tuan Pham, Kanta Tachibana, Ryo Mizuta, Tomohiro Yoshikawa and Takeshi Furuhashi |
| Conformal Geometric Algebraを用いたクラスタリング. | Presentations | 東北大学電気通信研究所共同プロジェクト研究研究会「複素ニューラルネットワークの実用化, 東北大学, 仙台市. Year 2010. | Authors: Pham Minh Tuan |
| ばねモデルを用いた多次元尺度構成法によるパターン認識問題へのフィードバック. | Article | 第25回ファジィ システム シンポジウム(FSS2009), 筑波大学, 茨城県つくば市. No: 2009年07月. Year 2009. | Authors: Pham Minh Tuan，橘完太，吉川大弘，古橋武 |
| Feature Extraction with Space Folding Model and its Application to Machine Learning. | Article | Journal of Advanced Computational Intelligence & Intelligent Informatics. No: 15(6). Pages: 662-670. Year 2011. | Authors: Minh Tuan Pham, Tomohiro Yoshikawa, Takeshi Furuhashi and Kanta Tachibana |
| 経験的条件を用いない高速な渦(台風)抽出手法の提案. | Article | 第57回理論応用力学講演会, 日本学術会議, 東京. No: 2008年6月. Year 2008. | Authors: 杉本憲彦, Pham Minh Tuan, 橘完太, 吉川大弘, 古橋武 |
| Conformal Geometric Algebraを用いた近似方法の提案とその応用. | Article | 第1回コンピューテーショナル・インテリジェント研究会「クリフォードニューロンコンピューティングを中心として」, 京都. No: 2011年9月. Year 2011. | Authors: Pham Minh Tuan，橘完太，吉川大弘，古橋武 |
| Feature Extractions with Geometric Algebra for Classification of Objects. | Article | IEEE World Congress on Computational Intelligence / International Joint Conference on Neural Networks. No: 978-1-4244-1820-6. Pages: 4070-4074. Year 2008. | Authors: Minh Tuan Pham, Kanta Tachibana, Eckhard Hitzer, Sven Buchholz, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| Feature Extraction with Geometric Algebra for Semi-Supervised Learning of Time-Series Spatial Vector. | Article | International Workshop on Data-Mining and Statistical Science (DMSS2008). No: SIG-DMSM-A802. Pages: 24-27. Year 2008. | Authors: Minh Tuan Pham, Kanta Tachibana, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| Clustering of Questionnaire Based on Features Extracted by Geometric Algebra. | Article | SCIS\&ISIS 2008, Nagoya, Japan, 17-21. No: FR-G2-2. Pages: 798-803. Year 2008. | Authors: Minh Tuan Pham, Kanta Tachibana, Eckhard Hitzer, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| A Fast Non-Empirical Tropical Cyclone Identification Method. | Article | Springer-Verlag US. No: 978-0-387-09409-0. Pages: 251-263. Year 2008. | Authors: Norihiko Sugimoto, Minh Tuan Pham, Kanta Tachibana, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| Geometric Algebra による特徴抽出を導入した半教師学習. | Article | 第18回インテリジェント・システム・シンポジウム(FANシンポジウム2008), 広島県情報プラザ, 広島. No: 2008年10月. Year 2008. | Authors: Pham Minh Tuan，橘完太、吉川大弘，古橋武 |
| 高速な台風抽出・危険度評価手法の提案と適用例. | Article | 日本気象学会2008年度秋季大会スペシャルセッション「極端現象の発生頻度と長期変動：統計的アプローチとその課題」, 仙台国際センター, 宮城. No: 2008年11月. Year 2008. | Authors: 杉本憲彦, Pham Minh Tuan, 橘完太, 水田亮, 吉川大弘, 古橋武 |
| Geometric Algebraによる特徴抽出を用いたアンケートデータからの購入希望度推定. | Article | 計測自動制御学会 システム・情報部門学術講演会 －イノベーション創出のためのシステム・情報技術－, イーグレひめじ・姫路市国際交流センター, 兵庫県姫路市. No: 2008年11月. Year 2008. | Authors: Pham Minh Tuan，橘完太、吉川大弘，古橋武 |
| 幾何情報処理を用いるデータマイニングに関する研究. | Article | 電子情報通信学会2008年総合大会ISS特別企画「学生ポスターセッション」, 北九州学術研究都市 三大学（九州工業大学・北九州市立大学・早稲田大学）合同, 福岡,. No: 2008年3月. Year 2008. | Authors: Pham Minh Tuan, 橘完太, 杉本憲彦, 吉川大弘, 古橋武, Eckhard Hitzer |
| Geometric Algebraによる確率モデル学習の拡張. | Article | FCSシンポジウム，名古屋大学，愛知. No: 2008年3月. Year 2008. | Authors: Pham Minh Tuan，橘完太、Eckhard Hitzer，Sven Buchholz，吉川大弘，古橋武 |
| アンケートデータのクラスタリングへのGeometric Algebra の適用. | Article | 第24回ファジィシステムシンポジウム(FSS2008), 阪南大学, 大阪. No: 2008年9月. Year 2008. | Authors: Pham Minh Tuan，橘完太、吉川大弘，古橋武 |
| MRタギング画像からの左心室心筋内タグ交点の完全自動抽出. | Article | 信学技報, 三重大学. No: 107-57. Pages: 115-120. Year 2007. | Authors: Pham Minh Tuan，大山航，若林哲史，木村文隆，鶴岡信治，関岡清次 |
| 幾何データマイニングによる非経験的な台風抽出. | Article | 第23回ファジィシステムシンポジウム(FSS2007), 名城大学, 愛知. No: 2007年8月. Year 2007. | Authors: Pham Minh Tuan, 橘完太, 杉本憲彦, 吉川大弘, 古橋武 |
| 幾何情報マイニングへ向けて -台風の中心位置推定-. | Article | 第17回インテリジェント・システム・シンポジウム(FANシンポジウム2007), 愛知工業大学, 愛知. No: 2007年8月. Year 2007. | Authors: Pham Minh Tuan, 橘完太, 杉本憲彦, 吉川大弘, 古橋武 |
| Geometric Algebra Feature Extraction and Classification. | Presentations | The 8th International Conference on Clifford Algebras (ICCA8). Year 2008. | Authors: Minh Tuan Pham, Kanta Tachibana, Eckhard Hitzer, Sven Buchholz, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| Classification and Clustering of Spatial Patterns with Geometric Algebra. | Presentations | AGACSE 2008 Leipzig. Year 2008. | Authors: Minh Tuan Pham, Kanta Tachibana, Eckhard Hitzer, Tomohiro Yoshikawa, and Takeshi Furuhashi |
| 非経験的で高速な台風抽出手法の提案. | Article | 日本気象学会2007年度秋季大会スペシャルセッション「熱帯低気圧の力学研究・モデリング・予報の未来：大山先生・栗原先生の業績を記念して」, 北海道大学, 北海道. No: 2007年10月. Year 2007. | Authors: Pham Minh Tuan, 橘完太, 杉本憲彦, 吉川大弘, 古橋武 |
Tạp chí
| Hình thức | Năm |
|---|---|
| Chiến sỹ thi đua cấp Đại học Đà Nẵng | Năm: 2013. |
| Chiến sỹ thi đua cấp Đại học Đà Nẵng | Năm: 2014. |
| Chiến sỹ thi đua cấp Đại học Đà Nẵng | Số: 4363/QĐ-ĐHĐN. Năm: 2015. |
Sở hữu trí tuệ
Best Paper Award
The 1st International Workshop on Aware Computing, 2009
2009
Best Paper Award 2012
Journal of Advanced Computational Intelligence and Intelligent Informatics
2012
電子情報通信学会2008 年総合大会ISS特別企画「学生ポスターセッション」優秀ポスター賞
電子情報通信学会
2008
Outstanding Student-Paper Travel Grant
IEEE World Congress on Computational Intelligence / International Joint Conference on Neural Networks
2008
学術奨励賞、研究奨励賞
計測自動制御学会SICE
2011
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