https://nova.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 A Novel Vision Transformer Model for Skin Cancer Classification https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:53760 Wed 28 Feb 2024 15:08:49 AEDT ]]> A Hybrid Approach to Tea Crop Yield Prediction Using Simulation Models and Machine Learning https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45299 Wed 26 Oct 2022 18:58:15 AEDT ]]> 3D Face Reconstruction From Single 2D Image Using Distinctive Features https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45266 Wed 26 Oct 2022 16:31:32 AEDT ]]> Automatic and robust segmentation of multiple sclerosis lesions with convolutional neural networks https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45246 Wed 26 Oct 2022 15:22:01 AEDT ]]> A review of content-based and context-based recommendation systems https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44993 Wed 26 Oct 2022 09:21:27 AEDT ]]> A Proposed Framework for Early Prediction of Schistosomiasis https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50466 Wed 26 Jul 2023 14:38:21 AEST ]]> An Efficient Deep Learning-Based Skin Cancer Classifier for an Imbalanced Dataset https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50449 Wed 26 Jul 2023 12:53:14 AEST ]]> A Machine Learning Approach for Identification of Malignant Mesothelioma Etiological Factors in an Imbalanced Dataset https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49626 Wed 24 May 2023 13:25:52 AEST ]]> A Brief Review of Acoustic and Vibration Signal-Based Fault Detection for Belt Conveyor Idlers Using Machine Learning Models https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50373 Wed 24 Apr 2024 11:12:32 AEST ]]> Corporate Bankruptcy Prediction: An Approach Towards Better Corporate World https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49911 Wed 14 Jun 2023 16:06:00 AEST ]]> A model to enhance governance issues through opinion extraction https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44097 Wed 13 Mar 2024 19:12:00 AEDT ]]> Clustering nuclei using machine learning techniques https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:10114 Wed 11 Apr 2018 19:08:40 AEST ]]> Automated medical image segmentation using a new deformable surface model https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:964 Wed 11 Apr 2018 17:50:03 AEST ]]> A novel approach for enhancing the visual perception of ribs in chest radiography https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12730 Wed 11 Apr 2018 15:52:19 AEST ]]> A fast and automatic approach to extract the brain and midsagittal lines from FDG-PET head scans https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:8730 Wed 11 Apr 2018 15:46:21 AEST ]]> A dynamic motion pattern analysis approach to fall detection https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12762 Wed 11 Apr 2018 15:20:01 AEST ]]> Identification of conversion from mild cognitive impairment to Alzheimer's Disease using multivariate predictors https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12729 Wed 11 Apr 2018 15:05:34 AEST ]]> Extraction of brain vessels from magnetic resonance angiographic images: concise literature review, challenges, and proposals https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12761 Wed 11 Apr 2018 13:41:16 AEST ]]> Content on demand video adaptation based on MPEG-21 digital item adaptation https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12728 Wed 11 Apr 2018 13:11:51 AEST ]]> Detection of nuclei clusters from cervical cancer microscopic imagery using C4.5 https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:11599 Wed 11 Apr 2018 13:05:42 AEST ]]> A prototype design for enhancing customer trust in online payments https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:7701 Wed 11 Apr 2018 12:07:11 AEST ]]> Extended talairach landmarks on neuroimages for atlas registration https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:10054 Wed 11 Apr 2018 11:15:00 AEST ]]> A review of current online payment systems related to security and trust solutions https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:5970 Wed 11 Apr 2018 11:13:09 AEST ]]> Combining front vehicle detection with 3D pose estimation for a better driver assistance https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:11803 Wed 11 Apr 2018 11:01:59 AEST ]]> Automatic liver parenchyma segmentation from abdominal CT images using support vector machines https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:8772 Wed 11 Apr 2018 10:37:20 AEST ]]> Automated pattern recognition and defect inspection system https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:10049 Wed 11 Apr 2018 10:32:42 AEST ]]> Description, recognition and analysis of biological images https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:10052 Wed 11 Apr 2018 09:22:34 AEST ]]> Automatic lung field segmentation in x-ray radiographs using statistical shape and appearance models https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24834 Wed 10 Nov 2021 15:05:29 AEDT ]]> Deep sequence modelling for Alzheimer's disease detection using MRI https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40644 Wed 10 Aug 2022 12:34:11 AEST ]]> Automated pneumoconiosis detection on chest X-rays using cascaded learning with real and synthetic radiographs https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46036 Wed 09 Nov 2022 15:51:07 AEDT ]]> A novel method for performance measurement of public educational institutions using machine learning models https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39585 Wed 07 Feb 2024 15:03:57 AEDT ]]> Convolutional neural networks for Alzheimer's disease detection on MRI images https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:45686 Wed 02 Nov 2022 16:20:05 AEDT ]]> A Comparative Study of Machine Learning and Deep Learning Techniques for Fake News Detection https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50718 Wed 02 Aug 2023 18:30:37 AEST ]]> A knowledge-based approach for segmenting cerebral vasculature in neuroimages https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:23198 Tue 31 Jul 2018 16:56:15 AEST ]]> Detection and Visualisation of Pneumoconiosis Using an Ensemble of Multi-Dimensional Deep Features Learned from Chest X-rays https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51993 Tue 26 Sep 2023 11:01:04 AEST ]]> Deep Ensemble Learning for the Automatic Detection of Pneumoconiosis in Coal Worker’s Chest X-ray Radiography https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51987 Globally, coal remains one of the natural resources that provide power to the world. Thousands of people are involved in coal collection, processing, and transportation. Particulate coal dust is produced during these processes, which can crush the lung structure of workers and cause pneumoconiosis. There is no automated system for detecting and monitoring diseases in coal miners, except for specialist radiologists. This paper proposes ensemble learning techniques for detecting pneumoconiosis disease in chest X-ray radiographs (CXRs) using multiple deep learning models. Three ensemble learning techniques (simple averaging, multi-weighted averaging, and majority voting (MVOT)) were proposed to investigate performances using randomised cross-folds and leave-one-out cross-validations datasets. Five statistical measurements were used to compare the outcomes of the three investigations on the proposed integrated approach with state-of-the-art approaches from the literature for the same dataset. In the second investigation, the statistical combination was marginally enhanced in the ensemble of multi-weighted averaging on a robust model, CheXNet. However, in the third investigation, the same model elevated accuracies from 87.80 to 90.2%. The investigated results helped us identify a robust deep learning model and ensemble framework that outperformed others, achieving an accuracy of 91.50% in the automated detection of pneumoconiosis.]]> Tue 26 Sep 2023 10:47:09 AEST ]]> A Novel Method for Improving the Robustness of Deep Learning-Based Malware Detectors Against Adversarial Attacks https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50420 Tue 25 Jul 2023 18:12:17 AEST ]]> A Novel Deep Learning-Based Approach for Malware Detection https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50418 Tue 25 Jul 2023 18:05:29 AEST ]]> A multiple kernel learning based fusion for earthquake detection from multimedia twitter data https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36148 Tue 18 Feb 2020 13:04:28 AEDT ]]> A novel framework for prognostic factors identification of malignant mesothelioma through association rule mining https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46300 500 IU/L, C-reactive protein >10/μL, pleural albumin<3/μL, the presence of asbestos exposure and pleural effusion. In nearly all the experiments, the binary features were among the leading top five features in the list. The diagnosis of MM can be accessible through prognostic factors. Our proposed framework will help to diagnose the patients without expensive tests and painful procedures. The proposed framework may assist doctors, patients, medical practitioners, and other healthcare professionals for early diagnosis and better treatment of malignant mesothelioma through significant prognostic factors.]]> Tue 15 Nov 2022 10:10:30 AEDT ]]> Automated detection of pneumoconiosis with multilevel deep features learned from chest x-ray radiographs https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49430 Tue 14 Nov 2023 13:23:44 AEDT ]]> Assessment of semi-automated stereotactic treatment planning for online adaptive radiotherapy in ethos https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51445 Tue 05 Sep 2023 17:55:17 AEST ]]> Automatic Alzheimer's disease recognition from MRI data using deep learning method https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:30576 Tue 02 Apr 2019 10:09:28 AEDT ]]> A novel level set segmentation algorithm for computer-aided hepatic surgical planning https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:34009 Thu 31 Jan 2019 10:14:09 AEDT ]]> Domain specific lexicon generation through sentiment analysis https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36992 Thu 30 Jul 2020 13:04:50 AEST ]]> A comprehensive dataset for bibliometric analysis of SARS and coronavirus impact on social sciences https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:38055 Thu 29 Jul 2021 11:01:58 AEST ]]> A bibliometric analysis of Corona pandemic in social sciences: a review of influential aspects and conceptual structure https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:37578 Thu 28 Oct 2021 12:36:27 AEDT ]]> A three-level framework for affective content analysis and its case studies https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:19074 Thu 21 Jul 2022 15:38:09 AEST ]]> An accurate black lung detection using transfer learning based on deep neural networks https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39886 Thu 21 Jul 2022 09:48:19 AEST ]]> A review of time-series anomaly detection techniques: a step to future perspectives https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46384 Thu 17 Nov 2022 14:11:40 AEDT ]]> A Comprehensive Review of Deep Learning Approaches for Animal Detection on Video Data https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:54287 Thu 15 Feb 2024 14:45:20 AEDT ]]> A survey on machine learning techniques for cyber security in the last decade https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44446 Thu 13 Oct 2022 12:39:37 AEDT ]]> Computer aided abnormality detection for microscopy images of cervical tissue https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:11563 Sat 24 Mar 2018 10:34:19 AEDT ]]> Automated defect inspection systems by pattern recognition https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:7793 Sat 24 Mar 2018 08:39:19 AEDT ]]> Affective content analysis by mid-level representation in multiple modalities https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:8831 Sat 24 Mar 2018 08:38:23 AEDT ]]> A smart fridge with an ability to enhance health and enable better nutrition https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:7030 Sat 24 Mar 2018 08:37:55 AEDT ]]> Automated and domain knowledge-based brain extraction from CT head scans https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:8186 Sat 24 Mar 2018 08:36:15 AEDT ]]> Automatic polyp detection in CT colonography https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:2463 Sat 24 Mar 2018 08:27:48 AEDT ]]> A useful visualization technique: a literature review for augmented reality and its application, limitation & future direction https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:9767 Sat 24 Mar 2018 08:13:26 AEDT ]]> Cascade-based license plate localization with line segment features and Haar-like features https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:11802 Sat 24 Mar 2018 08:13:10 AEDT ]]> Correlation-based feature selection and regression https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:12012 Sat 24 Mar 2018 08:11:34 AEDT ]]> Evaluating the utilisation of mobile devices in online payments from the consumer perspective https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:11421 Sat 24 Mar 2018 08:11:32 AEDT ]]> Consumer acceptance of mobile payments: an empirical study https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:10060 Sat 24 Mar 2018 08:07:22 AEDT ]]> Accurate pedestrian counting system based on local features https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:21844 Sat 24 Mar 2018 08:06:19 AEDT ]]> Automatic power load event detection and appliance classification based on power harmonic features in nonintrusive appliance load monitoring https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:19076 Sat 24 Mar 2018 08:05:21 AEDT ]]> Hierarchical affective content analysis in arousal and valence dimensions https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:19075 Sat 24 Mar 2018 08:05:20 AEDT ]]> Accurate non-rigid object segmentation in medical images by fusing statistical features with structural features https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:16359 Sat 24 Mar 2018 08:04:56 AEDT ]]> Global threshold and region-based active contour model for accurate image segmentation https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:20401 Sat 24 Mar 2018 08:00:51 AEDT ]]> 3D pose estimation of front vehicle towards a better driver assistance system https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:21047 Sat 24 Mar 2018 08:00:35 AEDT ]]> A marker-based watershed method for X-ray image segmentation https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:18416 Sat 24 Mar 2018 07:59:50 AEDT ]]> An approach of household power appliance monitoring based on machine learning. https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:16337 Sat 24 Mar 2018 07:58:01 AEDT ]]> Event detection in Twitter using text and image fusion https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:17796 Sat 24 Mar 2018 07:57:37 AEDT ]]> Accurate object segmentation using novel active shape and appearance models based on support vector machine Learning https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:18499 Sat 24 Mar 2018 07:51:21 AEDT ]]> A novel global threshold-based active contour model https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:18540 Sat 24 Mar 2018 07:50:12 AEDT ]]> Audio keywords generation for sports video analysis https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:5621 Sat 24 Mar 2018 07:49:20 AEDT ]]> An effective character extraction algorithm for optical character recognition https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:5938 Sat 24 Mar 2018 07:48:27 AEDT ]]> Affective content detection by using timing features and fuzzy clustering https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:6115 Sat 24 Mar 2018 07:44:29 AEDT ]]> Hierarchial movie affective content analysis based on arousal and valence features https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:6114 Sat 24 Mar 2018 07:44:26 AEDT ]]> Automatic fish recognition and counting in the video footage of fishery operations https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:29652 Sat 24 Mar 2018 07:41:56 AEDT ]]> An automatic rib segmentation method on x-ray radiographs https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:27128 Sat 24 Mar 2018 07:41:35 AEDT ]]> Bag of features using sparse coding for gender classification https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:28459 Sat 24 Mar 2018 07:39:37 AEDT ]]> Fusing text and image for event detection in Twitter https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:27626 Sat 24 Mar 2018 07:34:26 AEDT ]]> Active tracking using color silhouettes for indoor surveillance https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24918 Sat 24 Mar 2018 07:14:50 AEDT ]]> A modified distance regularized level set model for liver segmentation from CT images https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:24398 Sat 24 Mar 2018 07:14:27 AEDT ]]> A TV commercial detection system https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:23204 Sat 24 Mar 2018 07:10:29 AEDT ]]> A review on security challenges in internet of things (IoT) https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40095 Mon 29 Jan 2024 18:41:37 AEDT ]]> A Machine Learning-Based Model for Stability Prediction of Decentralized Power Grid Linked with Renewable Energy Resources https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:49301 Mon 29 Jan 2024 18:22:50 AEDT ]]> A Fuzzy Inference-Based Decision Support System for Disease Diagnosis https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50390 Mon 24 Jul 2023 14:40:16 AEST ]]> 3D liver segmentation from CT images using a level set method based on a shape and intensity distribution prior https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:23394 Mon 23 Sep 2019 14:04:57 AEST ]]> Cyber Threat Detection Using Machine Learning Techniques: A Performance Evaluation Perspective https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:41159 Mon 20 Nov 2023 15:51:42 AEDT ]]> A solitary feature-based lung nodule detection approach for chest x-ray radiographs https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:37015 Mon 20 Nov 2023 14:40:21 AEDT ]]> A comparative performance analysis of data resampling methods on imbalance medical data https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:48480 Mon 20 Mar 2023 09:25:44 AEDT ]]> Computer-Aided Diagnosis of Coal Workers’ Pneumoconiosis in Chest X-ray Radiographs Using Machine Learning: A Systematic Literature Review https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51796 Mon 18 Sep 2023 15:25:23 AEST ]]> Automatic prediction of the conversion of clinically isolated syndrome to multiple sclerosis using deep learning https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:37094 Mon 17 Aug 2020 12:34:46 AEST ]]> Does Context Matter? Effective Deep Learning Approaches to Curb Fake News Dissemination on Social Media https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:52354 Mon 09 Oct 2023 15:04:38 AEDT ]]> Hierarchical ensemble learning for Alzheimer's disease classification https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:35263 Mon 08 Jul 2019 16:52:24 AEST ]]> An analysis of Blessed Friday sale at a retail store using classification models https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:40229 Mon 01 Aug 2022 10:13:45 AEST ]]> An investigation of credit card default prediction in the imbalanced datasets https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:38537 Fri 29 Oct 2021 12:07:53 AEDT ]]> A Review of the Recent Progress on Crowd Anomaly Detection https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:51078 Fri 18 Aug 2023 09:31:56 AEST ]]> Deep learning to detect Alzheimer's disease from neuroimaging: a systematic literature review https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39085 Fri 06 May 2022 15:49:33 AEST ]]>