Ali Braytee

Int. J. Data Sci. Anal., May, 2024

Early Parkinson's Disease Diagnosis through Hand-Drawn Spiral and Wave Analysis Using Deep Learning Techniques.

[BibT_eX]

[DOI]

Yingcong Huang

Kunal Chaturvedi

Al-Akhir Nayan

Mohammad Hesam Hesamian

Mukesh Prasad

Inf., April, 2024

Fine-Tuning LLMs for Reliable Medical Question-Answering Services.

[BibT_eX]

[DOI]

Junaid Akram

CoRR, 2024

Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration.

[BibT_eX]

[DOI]

CoRR, 2024

Explainable AI Methods for Multi-Omics Analysis: A Survey.

[BibT_eX]

[DOI]

Ahmad Hussein

Mukesh Prasad

CoRR, 2024

A Novel Dual-Pipeline based Attention Mechanism for Multimodal Social Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Ensemble Pretrained Models for Multimodal Sentiment Analysis using Textual and Video Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Integration of Self-supervised BYOL in Semi-supervised Medical Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Multi-objective variational autoencoder: an application for smart infrastructure maintenance.

[BibT_eX]

[DOI]

Appl. Intell., May, 2023

SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation.

[BibT_eX]

[DOI]

Sensors, April, 2023

Self-Supervised Object Segmentation with a Cut-and-Pasting GAN.

[BibT_eX]

[DOI]

CoRR, 2023

Damage GAN: A Generative Model for Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Data Science and Machine Learning, 2023

2022

Unsupervised Domain-Adaptation-Based Tensor Feature Learning With Structure Preservation.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 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

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

Learning Discriminative Features Using Multi-label Dual Space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 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

Automated Threat Objects Detection with Synthetic Data for Real-Time X-ray Baggage Inspection.

[BibT_eX]

[DOI]

Kunal Chaturvedi

Dinesh Kumar Vishwakarma

Muhammad Saqib

Domingo Mery

Mukesh Prasad

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

2020

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

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2020

2019

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

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 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

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

Robust classification of high dimensional unbalanced single and multi-label datasets

[BibT_eX]

[DOI]

PhD thesis, 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

2017

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

[BibT_eX]

[DOI]

Mehrisadat Makki Alamdari

Nguyen Lu Dang Khoa

Samir Mustapha

Yang Wang

Fang Chen

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

Supervised context-aware non-negative matrix factorization to handle high-dimensional high-correlated imbalanced biomedical data.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Multi-Label Feature Selection using Correlation Information.

[BibT_eX]

[DOI]

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

2016

A Cost-Sensitive Learning Strategy for Feature Extraction from Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Balanced Supervised Non-Negative Matrix Factorization for Childhood Leukaemia Patients.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

A Review and Comparison of Service E-Contract Architecture Metamodels.

[BibT_eX]

[DOI]

Asif Qumer Gill

Farookh Khadeer Hussain

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

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

[BibT_eX]

[DOI]

Farookh Khadeer Hussain