Vuong M. Ngo

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Spreading Activation

Transfer Learning

Top Venues

Comput. Electron. Agric.

EAI Endorsed Trans. Ind. Networks Intell. Syst.

Publications

Linh T. Duong, Toan Bao Tran, Nhi H. Le, Vuong M. Ngo, Phuong T. Nguyen
Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy. Soft Comput. 28 (6) (2024)
Thien-Qua T. Nguyen, Hieu-Nghia Nguyen, Thanh-Hieu Bui, Thien B. Nguyen-Tat, Vuong M. Ngo
Brain Tumor Segmentation in MRI Images with 3D U-Net and Contextual Transformer. CoRR (2024)
Mark Roantree, Niamh Murphy, Dinh Viet Cuong, Vuong M. Ngo
Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System. ICDEW (2024)
Bao-Thien Nguyen-Tat, Minh-Quoc Bui, Vuong M. Ngo
Automating attendance management in human resources: A design science approach using computer vision and facial recognition. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Bao-Thien Nguyen-Tat, Minh-Quoc Bui, Vuong M. Ngo
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition. CoRR (2024)
Vuong M. Ngo, Susan McKeever, Christina Thorpe
Identifying Online Child Sexual Texts in Dark Web through Machine Learning and Deep Learning Algorithms. APWG.EU Tech (2023)
Le Huu Binh, Thuy-Van T. Duong, Vuong M. Ngo
TFACR: A Novel Topology Control Algorithm for Improving 5G-Based MANET Performance by Flexibly Adjusting the Coverage Radius. IEEE Access 11 (2023)
Cach N. Dang, María N. Moreno García, Fernando de la Prieta, Kien V. Nguyen, Vuong M. Ngo
Sentiment Analysis for Vietnamese - Based Hybrid Deep Learning Models. HAIS (2023)
Truong-Minh Le, Tat Bao Thien Nguyen, Vuong M. Ngo
Automated evaluation of Tuberculosis using Deep Neural Networks. EAI Endorsed Trans. Ind. Networks Intell. Syst. 9 (30) (2022)
Thuy-Van T. Duong, Le Huu Binh, Vuong M. Ngo
Reinforcement learning for QoS-guaranteed intelligent routing in Wireless Mesh Networks with heavy traffic load. ICT Express 8 (1) (2022)
Vuong M. Ngo, Christina Thorpe, Cach N. Dang, Susan McKeever
Investigation, Detection and Prevention of Online Child Sexual Abuse Materials: A Comprehensive Survey. RIVF (2022)
Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac, M. Tahar Kechadi
Structural textile pattern recognition and processing based on hypergraphs. Inf. Retr. J. 24 (2) (2021)
Vuong M. Ngo, Thuy-Van T. Duong, Tat-Bao-Thien Nguyen, Phuong T. Nguyen, Owen Conlan
An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures. ACM Journal on Computing and Cultural Heritage 14 (4) (2021)
Vuong M. Ngo, M. Tahar Kechadi
Electronic farming records - A framework for normalising agronomic knowledge discovery. Comput. Electron. Agric. 184 (2021)
Linh T. Duong, Nhi H. Le, Toan B. Tran, Vuong M. Ngo, Phuong T. Nguyen
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning. Expert Syst. Appl. 184 (2021)
Vuong M. Ngo, Gary Munnelly, Fabrizio Orlandi, Peter Crooks, Declan O'Sullivan, Owen Conlan
A Semantic Search Engine for Historical Handwritten Document Images. TPDL (2021)
Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac, M. Tahar Kechadi
Structural Textile Pattern Recognition and Processing Based on Hypergraphs. CoRR (2021)
Vuong M. Ngo, M. Tahar Kechadi
Crop Knowledge Discovery Based on Agricultural Big Data Integration. ICMLSC (2020)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Data Warehouse and Decision Support on Integrated Crop Big Data. CoRR (2020)
Vuong M. Ngo, M. Tahar Kechadi
Crop Knowledge Discovery Based on Agricultural Big Data Integration. CoRR (2020)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Data warehouse and decision support on integrated crop big data. Int. J. Bus. Process. Integr. Manag. 10 (1) (2020)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Designing and Implementing Data Warehouse for Agricultural Big Data. BigData Congress (2019)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Designing and Implementing Data Warehouse for Agricultural Big Data. CoRR (2019)
Tru Hoang Cao, Vuong M. Ngo
Semantic Search by Latent Ontological Features. CoRR (2018)
Vuong M. Ngo, Tru Hoang Cao, Tuan M. V. Le
Combining Named Entities with WordNet and Using Query-Oriented Spreading Activation for Semantic Text Search. CoRR (2018)
Vuong M. Ngo, Tru Hoang Cao
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. CoRR (2018)
Tru Hoang Cao, Vuong M. Ngo, Dung T. Hong, Tho T. Quan
Semantic Document Clustering on Named Entity Features. CoRR (2018)
Vuong M. Ngo, Tru Hoang Cao
Discovering Latent Concepts and Exploiting Ontological Features for Semantic Text Search. CoRR (2018)
Vuong M. Ngo
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval. CoRR (2018)
Tru Hoang Cao, Khanh C. Le, Vuong M. Ngo
Exploring Combinations of Ontological Features and Keywords for Text Retrieval. CoRR (2018)
Vuong M. Ngo, Tru Hoang Cao
A Generalized Vector Space Model for Ontology-Based Information Retrieval. CoRR (2018)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
An Efficient Data Warehouse for Crop Yield Prediction. CoRR (2018)
Vuong M. Ngo, Tru Hoang Cao, Tuan M. V. Le
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features. CoRR (2018)
Sven Helmer, Vuong M. Ngo
A Similarity Measure for Weaving Patterns in Textiles. CoRR (2018)
Tru Hoang Cao, Vuong M. Ngo
Semantic Search by Latent Ontological Features. New Gener. Comput. 30 (1) (2012)
Vuong M. Ngo, Tru Hoang Cao
Discovering Latent Concepts and Exploiting Ontological Features for Semantic Text Search. IJCNLP (2011)
Vuong M. Ngo, Tru Hoang Cao, Tuan M. V. Le
Combining Named Entities with WordNet and Using Query-Oriented Spreading Activation for Semantic Text Search. RIVF (2010)
Tru Hoang Cao, Khanh C. Le, Vuong M. Ngo
Exploring Combinations of Ontological Features and Keywords for Text Retrieval. PRICAI (2008)