Hai Thanh Nguyen

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Viral and Bacterial Pneumonia Diagnosis via Deep Learning Techniques and Model Explainability

Hai Thanh Nguyen, Toan Bao, Huong Hoang, 2020 .

Enhancing the effectiveness of Web Application Firewalls by generic feature selection

Gonzalo Álvarez, Katrin Franke, Hai Thanh Nguyen, 2013, Log. J. IGPL.

ADAPTIVE SLIDING MODE CONTROL FOR BUILDING STRUCTURES USING MAGNETORHEOLOGICAL DAMPERS

Hai Thanh Nguyen, Nghia Hoai Duong, Chuyen Quang Lam, 2011 .

Explanation of the Convolutional Neural Network Classifying Chest X-Ray Images Supporting Pneumonia Diagnosis

Hiep Xuan Huynh, Hai Thanh Nguyen, Hoang Thanh Huynh, 2020, EAI Endorsed Trans. Context aware Syst. Appl..

A big data analytics approach to combat telecommunication vulnerabilities

Hai Thanh Nguyen, André Årnes, Kristoffer Jensen, 2017, Cluster Computing.

Feature Extraction Methods for Intrusion Detection Systems

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2012 .

Improving Disease Prediction using Shallow Convolutional Neural Networks on Metagenomic Data Visualizations based on Mean-Shift Clustering Algorithm

Hai Thanh Nguyen, Toan Bao, Huong Hoang, 2020 .

Reliable Machine Learning Algorithms for Intrusion Detection Systems: Machine Learning for Information Security and Digital Forensics

Hai Thanh Nguyen, H. Nguyen, 2012 .

Applying feature selection to payload-based Web Application Firewalls

Gonzalo Alvarez, Slobodan Petrovic, Katrin Franke, 2011, 2011 Third International Workshop on Security and Communication Networks (IWSCN).

New Ideas in Ranking for Personalized Fashion Recommender Systems

Heri Ramampiaro, Helge Langseth, Hai Thanh Nguyen, 2019, Business and Consumer Analytics: New Ideas.

Application of the Generic Feature Selection Measure in Detection of Web Attacks

Gonzalo Álvarez, Katrin Franke, Hai Thanh Nguyen, 2011, CISIS.

Reliability in A Feature-Selection Process for Intrusion Detection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2012 .

A General Lp-norm Support Vector Machine via Mixed 0-1 Programming

Katrin Franke, Hai Thanh Nguyen, K. Franke, 2012, MLDM.

Cold-start Problems in Recommendation Systems via Contextual-bandit Algorithms pdf

Philippe Preux, Hai Thanh Nguyen, Jérémie Mary, 2014, ArXiv.

Generic feature selection measure for botnet malware detection

Katrin Franke, Hai Thanh Nguyen, Peter Ekstrand Berg, 2012, 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA).

Probability-based Approach for Predicting E-commerce Consumer Behaviour Using Sparse Session Data

Anders Kofod-Petersen, Helge Langseth, Hai Thanh Nguyen, 2015, RecSys Challenge.

Optimizing the support area of shorings in the construction technology

Hai Thanh Nguyen, Quang Thuan Nguyen, Sy Quan Tu, 2016 .

Adaptive Intrusion Detection System via online machine learning

Katrin Franke, Hai Thanh Nguyen, 2012, 2012 12th International Conference on Hybrid Intelligent Systems (HIS).

Effective Opinion Words Extraction for Food Reviews Classification

Hiep Xuan Huynh, Hai Thanh Nguyen, Phuc Quang Tran, 2020, International Journal of Advanced Computer Science and Applications.

Efficient Discretization Approaches for Machine Learning Techniques to Improve Disease Classification on Gut Microbiome Composition Data

Nghi C. Tran, Hai Thanh Nguyen, Huong Hoang Luong, 2020 .

Improving Effectiveness of Intrusion Detection by Correlation Feature Selection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2010, 2010 International Conference on Availability, Reliability and Security.

On General Definition of L1-norm Support VectorMachines for Feature Selection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2011 .

Learning to Rank for Personalised Fashion Recommender Systems via Implicit Feedback

Heri Ramampiaro, Anders Kofod-Petersen, Helge Langseth, 2014, MIKE.

A new ensemble-feature-selection framework for intrusion detection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

Towards a Generic Feature-Selection Measure for Intrusion Detection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2010, 2010 20th International Conference on Pattern Recognition.

Combining expert knowledge with automatic feature extraction for reliable web attack detection

Gonzalo Álvarez, Katrin Franke, Hai Thanh Nguyen, 2015, Secur. Commun. Networks.

Using Multi-armed Bandit to Solve Cold-Start Problems in Recommender Systems at Telco

Anders Kofod-Petersen, Hai Thanh Nguyen, H. Nguyen, 2014, MIKE.

A Comparison of Feature-Selection Methods for Intrusion Detection

Slobodan Petrovic, Katrin Franke, Hai Thanh Nguyen, 2010, MMM-ACNS.

A Novel Approach for Accessing Semantic Data by Translating RESTful/JSON Commands into SPARQL Messages

Hiep Xuan Huynh, Hai Thanh Nguyen, Khiem Minh Nguyen, 2016 .

Anomalous Web Payload Detection: Evaluating the Resilience of 1-Grams Based Classifiers

Hai Thanh Nguyen, Agustín Orfila, Sergio Pastrana, 2014, IDC.

Deep Learning Approaches to Human Gait Pattern Classification Based On MEMS Sensors

My N. Nguyen, Hai Thanh Nguyen, 2020 .

Binning Approach based on Classical Clustering for Type 2 Diabetes Diagnosis

Hiep Xuan Huynh, Hai Thanh Nguyen, Huong Hoang Luong, 2020, International Journal of Advanced Computer Science and Applications.

Enhancing Disease Prediction on Imbalanced Metagenomic Dataset by Cost-Sensitive

Hai Thanh Nguyen, Toan Bao, Huong Hoang, 2020 .

Human Mobility Prediction Using k-Latest Check-ins

Hai Thanh Nguyen, Tinh Cong Dao, H. Nguyen, 2021, FDSE.

Brown Planthopper Sensor Network Optimization Based on Climate and Geographical Factors using Cellular Automata Technique

Bernard Pottier, Hiep Xuan Huynh, Hai Thanh Nguyen, 2021, Mob. Networks Appl..

Gene Family Abundance Visualization based on Feature Selection Combined Deep Learning to Improve Disease Diagnosis

Hiep Xuan Huynh, Hai Thanh Nguyen, Tai Tan Phan, 2021 .

Abnormality Bone Detection in X-Ray Images Using Convolutional Neural Network

Hiep Xuan Huynh, Hai Thanh Nguyen, Cang Anh Phan, 2021 .

Dimensionality Reduction on Metagenomic Data with Recursive Feature Elimination

Hai Thanh Nguyen, Huong Hoang Luong, Nghia Trong Le Phan, 2021, CISIS.

Clinical Decision Support Systems for Pneumonia Diagnosis Using Gradient-Weighted Class Activation Mapping and Convolutional Neural Networks

Hai Thanh Nguyen, Thao Minh Nguyen Phan, 2021 .

Pleural Effusion Diagnosis using Local Interpretable Model-agnostic Explanations and Convolutional Neural Network

Hai Thanh Nguyen, Tinh Cong Dao, Cham Ngoc Thi Nguyen, 2021 .

Four Grade Levels-Based Models with Random Forest for Student Performance Prediction at a Multidisciplinary University

Nguyen Thai-Nghe, Hai Thanh Nguyen, Tran Thanh Dien, 2021, CISIS.

Hospital Revenue Forecast Using Multivariate and Univariate Long Short-Term Memories

Nguyen Thai-Nghe, Hai Thanh Nguyen, Huong Hoang Luong, 2021, FDSE.

Modeling population dynamics for information dissemination through Facebook

Hiep Xuan Huynh, Hai Thanh Nguyen, Cang Thuong Phan, 2021, Concurr. Comput. Pract. Exp..

Feature Selection Based on a Shallow Convolutional Neural Network and Saliency Maps on Metagenomic Data

Hai Thanh Nguyen, Toan Bao Tran, Nhi Yen Kim Phan, 2021 .

Deep Matrix Factorization for Learning Resources Recommendation

Nguyen Thai-Nghe, Hai Thanh Nguyen, Tran Thanh Dien, 2021, ICCCI.

Taiwanese Stock Market Forecasting with a Shallow Long Short-Term Memory Architecture

Hai Thanh Nguyen, Toan Bao Tran, Phuong Ha Dang Bui, 2020, ICCASA/ICTCC.

K-Means Clustering for Features Arrangement in Metagenomic Data Visualization

Hai Thanh Nguyen, Quoc Dinh Truong, Nghi C. Tran, 2020, ICCCI.

Genome-Wide Association Analysis for Oat Genetics Using Support Vector Machines

Hiep Xuan Huynh, Hai Thanh Nguyen, Hai Thanh Nguyen, 2020, FDSE.

Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification

Hai Thanh Nguyen, Bang Anh Nguyen, My N. Nguyen, 2020, FDSE.