Vuong M. Ngo

According to our database, Vuong M. Ngo authored at least 48 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Meta-learner approach to multistep-ahead time series prediction.

Fouad Bahrpeyma, Vuong M. Ngo, Mark Roantree, Andrew McCarren

Int. J. Data Sci. Anal., September, 2025

Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction.

Vuong M. Ngo, Tran Quang Vinh, Patricia Kearney, Mark Roantree

CoRR, June, 2025

Exploring the trie of rules: a fast data structure for the representation of association rules.

Mikhail Kudriavtsev, Vuong M. Ngo, Mark Roantree, Marija Bezbradica, Andrew McCarren

J. Intell. Inf. Syst., April, 2025

Design of a novel fuzzy ensemble CNN framework for ovarian cancer classification using Tissue Microarray images.

Thien B. Nguyen-Tat, Anh T. Vu-Xuan, Vuong M. Ngo

Image Vis. Comput., 2025

A Graph Based Raman Spectral Processing Technique for Exosome Classification.

Vuong M. Ngo, Edward Bolger, Stan Goodwin, John O'Sullivan, Dinh Viet Cuong, Mark Roantree

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Developing a Dyslexia Indicator Using Eye Tracking.

Kevin Cogan, Vuong M. Ngo, Mark Roantree

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy.

Linh T. Duong, Toan Bao Tran, Nhi H. Le, Vuong M. Ngo, Phuong T. Nguyen

Soft Comput., March, 2024

Predicting the Severity of COVID-19 Pneumonia from Chest X-Ray Images: A Convolutional Neural Network Approach.

Thien B. Nguyen-Tat, Viet-Trinh Tran-Thi, Vuong M. Ngo

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2024

Automating attendance management in human resources: A design science approach using computer vision and facial recognition.

Bao-Thien Nguyen-Tat, Minh-Quoc Bui, Vuong M. Ngo

Int. J. Inf. Manag. Data Insights, 2024

Query Based Construction of Chronic Disease Datasets.

Vuong M. Ngo, Geetika Sood, Patricia Kearney, Fionnuala Donohue, Dongyun Nie, Mark Roantree

CoRR, 2024

Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System.

Mark Roantree, Niamh Murphi, Dinh Viet Cuong, Vuong Minh Ngo

CoRR, 2024

Brain Tumor Segmentation in MRI Images with 3D U-Net and Contextual Transformer.

Thien-Qua T. Nguyen, Hieu-Nghia Nguyen, Thanh-Hieu Bui, Thien B. Nguyen-Tat, Vuong M. Ngo

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

Exploring Multimodal Sentiment Analysis Models: A Comprehensive Survey.

Phuong Q. Dao, Thien B. Nguyen-Tat, Mark Roantree, Vuong M. Ngo

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System.

Mark Roantree, Niamh Murphy, Dinh Viet Cuong, Vuong M. Ngo

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

Exploring Chronic Disease Trends among Adults in the USA: A Statistical Analysis with Visual Insights.

Vuong M. Ngo, Geetika Sood, Fionnuala Donohue, Patricia Kearney, Jennifier Pallin, Mark Roantree

Proceedings of The 32nd Irish Conference on Artificial Intelligence and Cognitive Science, 2024

2023

TFACR: A Novel Topology Control Algorithm for Improving 5G-Based MANET Performance by Flexibly Adjusting the Coverage Radius.

Le Huu Binh, Thuy-Van T. Duong, Vuong M. Ngo

IEEE Access, 2023

Sentiment Analysis for Vietnamese - Based Hybrid Deep Learning Models.

Cach N. Dang, María N. Moreno García, Fernando De la Prieta, Kien V. Nguyen, Vuong M. Ngo

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Identifying Online Child Sexual Texts in Dark Web through Machine Learning and Deep Learning Algorithms.

Vuong M. Ngo, Susan McKeever, Christina Thorpe

Proceedings of Research papers at APWG.EU TECH 2023 co-located with the APWG.EU Tech 2023 Summit & Researchers Sync-Up (APWG.EU Tech 2023), 2023

2022

Automated evaluation of Tuberculosis using Deep Neural Networks.

Truong-Minh Le, Tat Bao Thien Nguyen, Vuong M. Ngo

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2022

Reinforcement learning for QoS-guaranteed intelligent routing in Wireless Mesh Networks with heavy traffic load.

Thuy-Van T. Duong, Le Huu Binh, Vuong M. Ngo

ICT Express, 2022

Histopathological Imaging Classification of Breast Tissue for Cancer Diagnosis Support Using Deep Learning Models.

Tat-Bao-Thien Nguyen, Vuong Minh Ngo, Van-Phong Nguyen

CoRR, 2022

Investigation, Detection and Prevention of Online Child Sexual Abuse Materials: A Comprehensive Survey.

Vuong M. Ngo, Christina Thorpe, Cach N. Dang, Susan McKeever

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

2021

An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures.

Vuong M. Ngo, Thuy-Van T. Duong, Tat-Bao-Thien Nguyen, Phuong T. Nguyen, Owen Conlan

ACM Journal on Computing and Cultural Heritage, 2021

Structural textile pattern recognition and processing based on hypergraphs.

Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac, M. Tahar Kechadi

Inf. Retr. J., 2021

Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning.

Linh T. Duong, Nhi H. Le, Toan Bao Tran, Vuong M. Ngo, Phuong T. Nguyen

Expert Syst. Appl., 2021

Electronic farming records - A framework for normalising agronomic knowledge discovery.

Vuong M. Ngo, M. Tahar Kechadi

Comput. Electron. Agric., 2021

A Semantic Search Engine for Historical Handwritten Document Images.

Vuong M. Ngo, Gary Munnelly, Fabrizio Orlandi, Peter Crooks, Declan O'Sullivan, Owen Conlan

Proceedings of the Linking Theory and Practice of Digital Libraries, 2021

2020

How Social Commerce Characteristics Influence Consumers' Online Impulsive Buying Behavior in Emerging Markets.

Phan Thi Phu Quyen, Vuong Minh Ngo, Nguyen Cao Lien Phuoc

Int. J. E Bus. Res., 2020

Data warehouse and decision support on integrated crop big data.

Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi

Int. J. Bus. Process. Integr. Manag., 2020

Crop Knowledge Discovery Based on Agricultural Big Data Integration.

Vuong M. Ngo, M. Tahar Kechadi

Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

2019

Using Entity Relations for Opinion Mining of Vietnamese Comments.

P. T. Nguyen, L. T. Le, Vuong Minh Ngo, P. M. Nguyen

CoRR, 2019

Machine Learning based English Sentiment Analysis.

Tran Thi Ngoc Thao, Nguyen Ngoc Kim Lien, Vuong Minh Ngo

CoRR, 2019

Semantic Search using Spreading Activation based on Ontology.

Vuong Minh Ngo

CoRR, 2019

Detecting Vietnamese Opinion Spam.

T. H. H. Duong, T. D. Vu, Vuong Minh Ngo

CoRR, 2019

Designing and Implementing Data Warehouse for Agricultural Big Data.

Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi

Proceedings of the Big Data - BigData 2019, 2019

2018

Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval.

Vuong M. Ngo

CoRR, 2018

Opinion Spam Recognition Method for Online Reviews using Ontological Features.

Hoang Long Nguyen, Hoang Trong Nghia Pham, Vuong Minh Ngo

CoRR, 2018

A Generalized Vector Space Model for Ontology-Based Information Retrieval.

Vuong M. Ngo, Tru Hoang Cao

CoRR, 2018

Semantic Document Clustering on Named Entity Features.

Tru Hoang Cao, Vuong M. Ngo, Dung T. Hong, Tho T. Quan

CoRR, 2018

Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search.

Vuong M. Ngo, Tru Hoang Cao

CoRR, 2018

WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features.

Vuong M. Ngo, Tru Hoang Cao, Tuan M. V. Le

CoRR, 2018

An Efficient Data Warehouse for Crop Yield Prediction.

Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi

CoRR, 2018

2015

A Similarity Measure for Weaving Patterns in Textiles.

Sven Helmer, Vuong Minh Ngo

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2012

Semantic Search by Latent Ontological Features.

Tru Hoang Cao, Vuong M. Ngo

New Gener. Comput., 2012

2011

Discovering Latent Concepts and Exploiting Ontological Features for Semantic Text Search.

Vuong M. Ngo, Tru Hoang Cao

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010

Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search.

Vuong M. Ngo, Tru Hoang Cao

Proceedings of the Advances in Intelligent Information and Database Systems, 2010

Combining Named Entities with WordNet and Using Query-Oriented Spreading Activation for Semantic Text Search.

Vuong M. Ngo, Tru Hoang Cao, Tuan M. V. Le

Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

2008

Exploring Combinations of Ontological Features and Keywords for Text Retrieval.

Tru Hoang Cao, Khanh C. Le, Vuong M. Ngo

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008