Nhien-An Le-Khac

research

∙ 09/29/2022

OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture

Recent machine learning approaches have been effective in Artificial Int...

0 Quoc Hung Ngo, et al. ∙

research

∙ 07/15/2022

Knowledge Representation in Digital Agriculture: A Step Towards Standardised Model

In recent years, data science has evolved significantly. Data analysis a...

0 Quoc Hung Ngo, et al. ∙

research

∙ 06/15/2022

Learn to Adapt: Robust Drift Detection in Security Domain

Deploying robust machine learning models has to account for concept drif...

0 Aditya Kuppa, et al. ∙

research

∙ 03/21/2021

Structural Textile Pattern Recognition and Processing Based on Hypergraphs

The humanities, like many other areas of society, are currently undergoi...

0 Vuong M. Ngo, et al. ∙

research

∙ 12/02/2020

Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation

Swift response to the detection of endangered minors is an ongoing conce...

0 Felix Anda, et al. ∙

research

∙ 12/02/2020

SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation

Multi-year digital forensic backlogs have become commonplace in law enfo...

0 Xiaoyu Du, et al. ∙

research

∙ 12/02/2020

Retracing the Flow of the Stream: Investigating Kodi Streaming Services

Kodi is of one of the world's largest open-source streaming platforms fo...

0 Samuel Todd Bromley, et al. ∙

research

∙ 11/20/2020

OAK: Ontology-Based Knowledge Map Model for Digital Agriculture

Nowadays, a huge amount of knowledge has been amassed in digital agricul...

0 Quoc Hung Ngo, et al. ∙

research

∙ 11/07/2020

Identifying interception possibilities for WhatsApp communication

On a daily basis, law enforcement officers struggle with suspects using ...

0 Dennis Wijnberg, et al. ∙

research

∙ 08/13/2020

Detecting Abnormal Traffic in Large-Scale Networks

With the rapid technological advancements, organizations need to rapidly...

0 Mahmoud Said Elsayed, et al. ∙

research

∙ 06/24/2020

DDoSNet: A Deep-Learning Model for Detecting Network Attacks

Software-Defined Networking (SDN) is an emerging paradigm, which evolved...

0 Mahmoud Said Elsayed, et al. ∙

research

∙ 12/03/2019

Predicting Soil pH by Using Nearest Fields

In precision agriculture (PA), soil sampling and testing operation is pr...

0 Quoc Hung Ngo, et al. ∙

research

∙ 10/23/2019

Knowledge Map: Toward a New Approach Supporting the Knowledge Management in Distributed Data Mining

Distributed data mining (DDM) deals with the problem of finding patterns...

0 Nhien-An Le-Khac, et al. ∙

research

∙ 10/02/2019

Machine-Learning Techniques for Detecting Attacks in SDN

With the advent of Software Defined Networks (SDNs), there has been a ra...

0 Mahmoud Said Elsayed, et al. ∙

research

∙ 08/27/2019

A Security-Aware Access Model for Data-Driven EHR System

Digital healthcare systems are very popular lately, as they provide a va...

0 Ngoc Hong Tran, et al. ∙

research

∙ 07/02/2019

Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning

Achieving high performance for facial age estimation with subjects in th...

0 Felix Anda, et al. ∙

research

∙ 05/29/2019

Designing and Implementing Data Warehouse for Agricultural Big Data

In recent years, precision agriculture that uses modern information and ...

0 Vuong M. Ngo, et al. ∙

research

∙ 05/16/2019

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection

Advanced attack campaigns span across multiple stages and stay stealthy ...

0 Aditya Kuppa, et al. ∙

research

∙ 04/03/2019

Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices

Internet of Things (IoT) devices have expanded the horizon of digital fo...

0 Asanka Sayakkara, et al. ∙

research

∙ 03/18/2019

A Survey of Electromagnetic Side-Channel Attacks and Discussion on their Case-Progressing Potential for Digital Forensics

The increasing prevalence of Internet of Things (IoT) devices has made i...

0 Asanka Sayakkara, et al. ∙

research

∙ 03/17/2019

Shining a light on Spotlight: Leveraging Apple's desktop search utility to recover deleted file metadata on macOS

Spotlight is a proprietary desktop search technology released by Apple i...

0 Tajvinder Singh Atwal, et al. ∙

research

∙ 02/21/2019

Performance study of distributed Apriori-like frequent itemsets mining

In this article, we focus on distributed Apriori-based frequent itemsets...

0 Lamine M. Aouad, et al. ∙

research

∙ 11/16/2018

Ontology based Approach for Precision Agriculture

In this paper, we propose a framework of knowledge for an agriculture on...

0 Quoc Hung Ngo, et al. ∙

research

∙ 07/22/2018

Digital forensic investigation of two-way radio communication equipment and services

Historically, radio-equipment has solely been used as a two-way analogue...

0 Arie Kouwen, et al. ∙

research

∙ 06/26/2018

An Efficient Data Warehouse for Crop Yield Prediction

Nowadays, precision agriculture combined with modern information and com...

0 Vuong M. Ngo, et al. ∙

research

∙ 04/23/2018

Forensic Analysis of the exFAT artefacts

Although keeping some basic concepts inherited from FAT32, the exFAT fil...

0 Yves Vandermeer, et al. ∙

research

∙ 04/23/2018

Unmanned Aerial Vehicle Forensic Investigation Process: Dji Phantom 3 Drone As A Case Study

Drones (also known as Unmanned Aerial Vehicles, UAVs) is a potential sou...

0 Alan Roder, et al. ∙

research

∙ 02/01/2018

Hierarchical Aggregation Approach for Distributed clustering of spatial datasets

In this paper, we present a new approach of distributed clustering for s...

0 Malika Bendechache, et al. ∙

research

∙ 01/31/2018

Internet of things forensics: Challenges and Case Study

Today is the era of Internet of Things (IoT), millions of machines such ...

0 Saad Alabdulsalam, et al. ∙

research

∙ 01/31/2018

One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks

Intrusion detection for computer network systems has been becoming one o...

0 Nga Nguyen Thi, et al. ∙

research

∙ 12/15/2017

Network Intell: Enabling the Non-Expert Analysis of Large Volumes of Intercepted Network Traffic

In criminal investigations, telecommunication wiretaps have become a com...

1 Erwin van de Wiel, et al. ∙

research

∙ 10/26/2017

Privacy Preserving Internet Browsers: Forensic Analysis of Browzar

With the advance of technology, Criminal Justice agencies are being conf...

0 Christopher Warren, et al. ∙

research

∙ 10/26/2017

Distributed Spatial Data Clustering as a New Approach for Big Data Analysis

In this paper we propose a new approach for Big Data mining and analysis...

0 Malika Bendechache, et al. ∙

research

∙ 04/11/2017

Feature Selection Parallel Technique for Remotely Sensed Imagery Classification

Remote sensing research focusing on feature selection has long attracted...

0 Nhien-An Le-Khac, et al. ∙

research

∙ 04/11/2017

Toward a new approach for massive LiDAR data processing

Laser scanning (also known as Light Detection And Ranging) has been wide...

0 V-H Cao, et al. ∙

research

∙ 04/11/2017

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets

Credit card fraud detection based on machine learning has recently attra...

0 Van Loi Cao, et al. ∙

research

∙ 09/09/2016

An Integrated Classification Model for Financial Data Mining

Nowadays, financial data analysis is becoming increasingly important in ...

0 Fan Cai, et al. ∙

Nhien-An Le-Khac

Featured Co-authors