TS. Nguyễn Thiên Bảo

Amanda Wilson

Nguyễn Thiên Bảo

Giảng viên

Tiến sĩ

University of Trento

baont@ueh.edu.vn
Orcid Scholar Researchgate
Lĩnh vực nghiên cứu:Blockchain TechnologyComputer visionDigital Image ProcessingFashion LearningHealthcare SystemMachine LearningMedical ImagingNeuroInformaticsPattern Recognition

STUDY:

2015: Ph.D, Computer Science, Trento, Italy
2012: Machine Learning Summer School (MLSS 2012), University of Kyoto, Japan
2012: Machine Learning Summer School (MLSS 2012), University of California at Santa Cruz (UCSC), USA
2011: M.Sc. by Research, Computer Science, major in Computer Vision, the University of Ritsumeikan, Japan.
2006: M.Sc., Computer Science, major in Information Systesm, UNS, VNU-HCM, Vietnam
2002: B.Sc., Information Technology, major in Artificial Intelligence UNS, VNU-HCM.

PUBLICATION:

  1. Bao T. Nguyen, Anh H. Vo “Interior Design Style Classification with DeepLearning”, Neurocomputing Journal, 2023 (SCI-under review)
  2.  Bao T. Nguyen, Thanh Nguyen “Detecting lung diseases from X-Ray images usingdeep learning”, Applied Soft Computing Journal, 2023 (SCI-under review)
  3.  Alberto Bernabeo, Bao Nguyen, “Artificial Intelligence for Safety related Aviationsystems: a roadmap in the context of Vietnam”, Information Systems Research inVietnam, 2023
  4.  Anh Vo, Huy Pham, Bao Nguyen, “An Efficient Framework for Outfit CompatibilityPrediction Towards Occasion”, Neural Computing and Applications Journal, 2023(SCI Q1)
  5.  Anh Vo, Son Nguyen, Bao Nguyen, “Channel and Spatial Attention Mechanism forFashion Image Captioning”, International Journal of Electrical and ComputerEngineering (IJECE), 2023 (Scopus, Q2)
  6.  Anh H. Vo, Nhu Nguyen, Thu Nguyen, Thu Dang, Qui Nguyen, Duong Nguyen, BaoT. Nguyen, “An Automatic Recommendation System for Plant DiseaseTreatment”, GTSD 2022, Nha Trang, Vietnam.
  7.  Bao T. Nguyen, Om Prakash, and Anh H. Vo, “Attention Mechanism for FashionImage Captioning”, Advances in Intelligent Systems and Computing, book series(AISC, volume 1284), Oct 2020, (Scopus)
  8.  Bao Nguyen, Canh Nguyen, Anh Vo, “Breast Cancer Classification with DeepLearning”, the 19th International Symposium on Communications and InformationTechnologies (ISCIT 2019), Sep 2019, Ho Chi Minh, Vietnam.
  9.  Anh Vo, Bao Nguyen, “Video-based Vietnamese Sign Language Recognition usingLocal Descriptors”, ACIIDS 2019, Yogyakarta, Indonesia (WoS).
  10.  Anh Vo, Huy Pham, Bao Nguyen, “Deep Learning for Vietnamese Sign LanguageRecognition in Video-Sequence”, IJMLC 2019 (International Journal of MachineLearning and Computing), June 2019 (Scopus).
  11.  Anh Vo, Hoa Dang, Bao Nguyen, Huy Pham, “Vietnamese Herbal Plant Recognitionusing Deep Convolutional Feature”, IJMLC 2019 (International Journal of MachineLearning and Computing), March 2019 (Scopus)
  12.  Anh Vo, Hoa Dang, Bao Nguyen, Huy Pham, “Vietnamese Herbal Plant Recognitionusing Deep Convolutional Feature”, ACMLC 2018, Dec 2018.
  13.  Anh Vo, Bao Nguyen, “Recognize Vietnamese Sign Language Recognition usingLocal Descriptors in Video-sequence”, NICS 2018, Ho Chi Minh, Vietnam.
  14.  Anh Vo, Huy Pham, Bao Nguyen, “Facial Expression Recognition Based on SalientRegions ”, GTSD 2018, Vietnam.
  15.  Thien Bao Nguyen, Emanuele Olivetti, Paolo Avesani, “Mapping TractographyAcross Subjects”, Lecture Notes in Computer Science, Vol 9444, pp 21-28, 978-3-319-45173-2, Sep 2016.
  16.  Paolo Avesani, Thien Bao Nguyen, Nivedita Agarwal, Mark Bromberg, Lubdha Shah,and Emanuele Olivetti,“Tractography Mapping for Dissimilarity Space AcrossSubjects”, the 5th International Workshop on Pattern Recognition in NeuroImaging(PRNI 2015), June 10-12 2015, Stanford University, CA, USA.
  17.  Paolo Avesani, Emanuele Olivetti, Thien Bao Nguyen, Nusrat Sharmin, and NiveditaAgarwal, “White-Matter Alignment Across Subjects by Tractography Mapping”,Human Brain Mapping (HBM 2015).
  18.  Diana Porro-Munoz, Emanuele Olivetti, Nusrat Sharmin, Thien Bao Nguyen,Eleftherios Garyfallidis, and Paolo Avesani, “Tractome: A Visual Data Mining Too forBrain Connectivity Analysis”, International Journal of Data Mining and KnowledgeDiscovery, 2014 (SCI Q1).
  19.  Bao T. Nguyen, Emanuele Olivetti, and Paolo Avesani, “Multiple-Scale Visualizationof Large Data Based on Hierarchical Clustering”, International Journal of Computerand Electrical Engineering, Vol. 6, no.2, pp. 77-82, 2014 (Scopus).
  20.  Thien Bao Nguyen, Emanuele Olivetti and Paolo Avesani, “Mapping TractographyAcross Subjects”, Machine Learning and Interpretation in Neuroimaging (MLINI2014), conjunction with NIPS-2014, Dec 8-13, 2014, Montreal, Quebec, Canada.
  21.  Thien Bao Nguyen, Paolo Avesani, and Lauren O’Donnell, “Comparison of voxelbasedand tract-based affine registration for tract segmentation”, Human BrainMapping (HBM 2014), June 8-12, 2014, Hamburg, Germany.
  22.  Bao Nguyen Thien, Emanuele Olivetti and Paolo Avesani, “Visualization of LargeData based on Hierarchical Clustering”, the 6th International Conference onComputer Science and Information Technology (ICCSIT 2013), Dec 19-21, 2013,Paris, France.
  23.  Thien Bao Nguyen, Paolo Avesani, and Lauren O’Donnell, “Tractographyregistration: comparison of voxel-based and tract-based affine method”, Invited talk,Dec 14, 2013, Medical School, Harvard University
  24.  E Olivetti, T B Nguyen, E Garyfallidis, N Agarwal, P Avesani, “Fast Clustering forInteractive Tractography Segmentation”, the 3rd International Workshop on PatternRecognition in NeuroImaging (PRNI 2013), June 22-24, 2013, University ofPennsylvania, Philadelphia PA, USA
  25.  P Avesani, E Olivetti, E Garyfallidis, N Agarwal, T B Nguyen, “Clustering-AidedTractography Segmentation”, Journal of Frontiers in Neuroinformatics, 2013 (SCIEQ1)
  26.  E Olivetti, T B Nguyen, E Garyfallidis “The approximation of the dissimilarityprojection ”, the 2nd International Workshop on Pattern Recognition in NeuroImaging(PRNI 2012), July 2-4, 2012, UCL, London, UK
  27.  E Garyfallidis, S Gerhard, P Avesani, T Nguyen, V Tsiaras, I Nimmo-Smith, E Olivetti,“A software application for real-time, clustering-based exploration oftractographies”, Human Brain Mapping (HBM 2012), June 10-14, 2012, Beijing,China.
  28.  Bao Nguyen Thien, Yoshiaki Shirai, “Auto Feature Selection Algorithms for ObjectDetection”, the twenty-sixth International Conference on Image and VisionComputing, November 29-December 1, 2011, New Zealand.
  29.  Bao Nguyen Thien, Yoshiaki Shirai, “Object Retrieving from Large Image Databaseby Automatic Feature Selection”, the 14th International Conference on ComputerAnalysis of Images and Patterns (CAIP2011), Aug. 2011, Spain, ERA B.
  30.  Bao Nguyen Thien, Yoshiaki Shirai, “Auto Feature Selection for Object Detection,Can or Can’t?”, the 27th Spring conference on Computer Graphics (SCCG 2011),April, 2011, Slovakia.
  31.  Bao Nguyen Thien, Yoshiaki Shirai, “Object Retrieving from Image Database”,PRMU (Pattern Regconition and Media Understanding) Conference, Japan, Jan 2011.
  32.  Bao Nguyen Thien, Tadashi Matsuo, Yoshiaki Shirai, “Object Detection Based onEdge, Corner and HoG Feature”, Vietnam Journal of Science and Technology, Vol 46(5A), 2010.
  33.  Bao Nguyen Thien, Yoshiaki Shirai, “Object Detection Based on Edge, Corner andHoG Feature”, International Conference on Advanced Computing and Applications2010 (ACOMP2010), HoChiMinh, VietNam.
  34.  Bao Nguyen Thien, Yoshiaki Shirai, “Object Detection for Large Image DatabaseRetrieval”, IEICE Information System Society (ISS) Conference, Tohoku, Sendai,Japan, 2010, ERA C.
  35.  Bao Nguyen Thien, Yoshiaki Shirai, “A simple approach for efficiently objectdetecting”, IIEEJ Image Electronics and Visual Computing Workshop 2010(IEVC2010) in Nice, France, March 2010.
  36.  Bao Nguyen Thien, Yoshiaki Shirai, “Combine multiple features for objectdetecting”, International Human Information Processing (HIP) conference, Sendai,Japan, Dec 2009.
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