Ali Anaissi

Proceedings of the Second International Conference on Innovations in Computing Research (ICR'23), 2023

B2-FedGAN: Balanced Bi-directional Federated GAN.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

Damage GAN: A Generative Model for Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Data Science and Machine Learning, 2023

Supervised Learning-Based Indoor Positioning System Using WiFi Fingerprints.

[BibT_eX]

[DOI]

Anuradha Samkham Raju

Widad Alyassine

Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023

Cloud Resources Usage Prediction Using Deep Learning Models.

[BibT_eX]

[DOI]

Muhammad Johan Alibasa

Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023

2022

Accelerated Control Using Stochastic Dual Simplex Algorithm and Genetic Filter for Drone Application.

[BibT_eX]

[DOI]

Yuk Ying Chung

IEEE Trans. Aerosp. Electron. Syst., 2022

Privacy-Preserving Personalized Fitness Recommender System (P3FitRec): A Multi-level Deep Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning Algorithm Based Support Vector Machines.

[BibT_eX]

[DOI]

Widad Alyassine

Qurat ul Ain Nizamani

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

A Comparative Analysis of Loss Functions for Handling Foreground-Background Imbalance in Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

VGG-FusionNet: A Feature Fusion Framework from CT scan and Chest X-ray Images based Deep Learning for COVID-19 Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Multi-contextual Recommender Using 3D Latent Factor Models and Online Tensor Decomposition.

[BibT_eX]

[DOI]

Muhammad Johan Alibasa

Harrison Truong

Proceedings of the Computational Science - ICCS 2022, 2022

A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: An Application in Anomaly Detection.

[BibT_eX]

[DOI]

Widad Alyassine

Proceedings of the Computational Science - ICCS 2022, 2022

Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Online Tensor-Based Learning Model for Structural Damage Detection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Multi-user Remote Lab: Timetable Scheduling Using Simplex Nondominated Sorting Genetic Algorithm.

[BibT_eX]

[DOI]

Trans. Data Sci., 2021

Stochastic Dual Simplex Algorithm: A Novel Heuristic Optimization Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification.

[BibT_eX]

[DOI]

CoRR, 2021

A Personalized Federated Learning Algorithm: an Application in Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Intelligent Failure Prediction in Industrial Vehicles.

[BibT_eX]

[DOI]

Bochao Zhan

Muhammad Johan Alibasa

Proceedings of the International Joint Conference on Neural Networks, 2021

Anomaly Detection in X-ray Security Imaging: a Tensor-Based Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Zero-Shot Learning with Missing Attributes using Semantic Correlations.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Intelligent Structural Damage Detection: A Federated Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

2020

Design of airport security screening using queueing theory augmented with particle swarm optimisation.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2020

PIDA: Smooth and Stable Flight Using Stochastic Dual Simplex Algorithm and Genetic Filter.

[BibT_eX]

[DOI]

CoRR, 2020

Control Design of Autonomous Drone Using Deep Learning Based Image Understanding Techniques.

[BibT_eX]

[DOI]

CoRR, 2020

NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Objective Variational Autoencoder: an Application for Smart Infrastructure Maintenance.

[BibT_eX]

[DOI]

CoRR, 2020

Online Tensor-Based Learning for Multi-Way Data.

[BibT_eX]

[DOI]

CoRR, 2020

Online Tensor Decomposition with optimized Stochastic Gradient Descent: an Application in Structural Damage Identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Augmented Reality Vision Improving Educational Learning.

[BibT_eX]

Aust. J. Intell. Inf. Process. Syst., 2019

Multi-Objective Autoencoder for Fault Detection and Diagnosis in Higher-Order Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Optimizing the Waiting Time for Airport Security Screening Using Multiple Queues and Servers.

[BibT_eX]

[DOI]

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019

Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Queue Formation Augmented with Particle Swarm Optimisation to Improve Waiting Time in Airport Security Screening.

[BibT_eX]

[DOI]

Proceedings of the Web, Artificial Intelligence and Network Applications, 2019

2018

Structural Health Monitoring Using Machine Learning Techniques and Domain Knowledge Based Features.

[BibT_eX]

[DOI]

Proceedings of the Human and Machine Learning, 2018

Adaptive Online One-Class Support Vector Machines with Applications in Structural Health Monitoring.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

A Tensor-Based Structural Damage Identification and Severity Assessment.

[BibT_eX]

[DOI]

Sensors, 2018

Automated parameter tuning in one-class support vector machine: an application for damage detection.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

Gaussian Kernel Parameter Optimization in One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Sparse Feature Learning Using Ensemble Model for Highly-Correlated High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Regularized Tensor Learning with Adaptive One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Young Lee

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Adaptive One-Class Support Vector Machine for Damage Detection in Structural Health Monitoring.

[BibT_eX]

[DOI]

Samir Mustapha

Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Self-advised Incremental One-Class Support Vector Machines: An Application in Structural Health Monitoring.

[BibT_eX]

[DOI]

Mehri Makki Alamdari

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Smart Infrastructure Maintenance Using Incremental Tensor Analysis: Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2015

ABC-sampling for Balancing Imbalanced Datasets Based on Artificial Bee Colony Algorithm.

[BibT_eX]

[DOI]

Farookh Khadeer Hussain

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2013

Case-base retrieval of childhood leukaemia patients using gene expression data

[BibT_eX]

[DOI]

PhD thesis, 2013

A balanced iterative random forest for gene selection from microarray data.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

2011

Feature Selection of Imbalanced Gene Expression Microarray Data.

[BibT_eX]

[DOI]

Madhu Goyal

Proceedings of the 12th ACIS International Conference on Software Engineering, 2011

2010

A framework for high dimensional data reduction in the microarray domain.

[BibT_eX]

[DOI]