Jinglan Zhang

Wayne Kelly

Intell. Syst. Appl., 2025

2024

k-outlier removal based on contextual label information and cluster purity for continuous data classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

Granule-specific feature selection for continuous data classification using neighborhood rough sets.

[BibT_eX]

[DOI]

Bashar Sami Nayyef Al-dabbagh

Expert Syst. Appl., March, 2024

Generalisable deep Learning framework to overcome catastrophic forgetting.

[BibT_eX]

[DOI]

Intell. Syst. Appl., 2024

A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging.

[BibT_eX]

[DOI]

CoRR, 2024

An Experimental Comparison of Transfer Learning against Self-supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications.

[BibT_eX]

[DOI]

J. Big Data, December, 2023

Inverse Design of Plasmonic Nanohole Arrays by Combing Spectra and Structural Color in Deep Learning.

[BibT_eX]

[DOI]

Adv. Intell. Syst., October, 2023

A class-specific feature selection and classification approach using neighborhood rough set and K-nearest neighbor theories.

[BibT_eX]

[DOI]

Appl. Soft Comput., August, 2023

Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification.

[BibT_eX]

[DOI]

Pattern Anal. Appl., May, 2023

Web search to access health information by adults with intellectual disability.

[BibT_eX]

[DOI]

Online Inf. Rev., 2023

Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2023

Using Autoencoders to Visualize Big Environmental Audio.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference Information Visualisation, 2023

2022

Robust application of new deep learning tools: an experimental study in medical imaging.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

Integration of semantic patterns and fuzzy concepts to reduce the boundary region in three-way decision-making.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Integration of fuzzy logic and a convolutional neural network in three-way decision-making.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

2021

Enhancing Internet Search Abilities for People with Intellectual Disabilities in Sri Lanka.

[BibT_eX]

[DOI]

Laurianne Sitbon

Ruwan Gamage

K. Priyantha Hewagamage

ACM Trans. Access. Comput., 2021

Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study.

[BibT_eX]

[DOI]

Laith Alzubaidi

Ye Duan

Ayad Q. Al-Dujaili

Ibraheem Kasim Ibraheem

PeerJ Comput. Sci., 2021

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions.

[BibT_eX]

[DOI]

J. Big Data, 2021

Automated granule discovery in continuous data for feature selection.

[BibT_eX]

[DOI]

Inf. Sci., 2021

A novel frog chorusing recognition method with acoustic indices and machine learning.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

Acoustic auto-encoders for biodiversity assessment.

[BibT_eX]

[DOI]

Ecol. Informatics, 2021

MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks.

[BibT_eX]

[DOI]

CoRR, 2021

Bioacoustic signal denoising: a review.

[BibT_eX]

[DOI]

Jie Xie

Juan Gabriel Colonna

Artif. Intell. Rev., 2021

Mining and classifying customer reviews: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2021

LIFT: An eLearning Introduction to Web Search for Young Adults with Intellectual Disability in Sri Lanka.

[BibT_eX]

[DOI]

Saminda Sundeepa Balasuriya

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Analyzing Big Environmental Audio with Frequency Preserving Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on eScience, 2021

Summary and Prejudice: Online Reading Preferences of Users with Intellectual Disability.

[BibT_eX]

[DOI]

Laurianne Sitbon

Khairi Anuar

Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

2020

Investigation of Acoustic and Visual Features for Frog Call Classification.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2020

More than step count: designing a workplace-based activity tracking system.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2020

DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

An Empirical Study on Response to Online Customer Reviews and E-Commerce Sales: From the Mobile Information System Perspective.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2020

Data selection in frog chorusing recognition with acoustic indices.

[BibT_eX]

[DOI]

Ecol. Informatics, 2020

Statistical Distribution Exploration of Tongue Movement for Pathological Articulation on Word/Sentence Level.

[BibT_eX]

[DOI]

IEEE Access, 2020

3D Face Tracking Using Stereo Cameras: A Review.

[BibT_eX]

[DOI]

IEEE Access, 2020

Integration of Fuzzy and LSTM in Three-Way Decisions.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Investigation of CNN-based models for Frog Calling Activity Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Signal Processing, 2020

Integration of Fuzzy and Deep Learning in Three-Way Decisions.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Magic Machines for Refugees.

[BibT_eX]

[DOI]

Asam Almohamed

Dhaval Vyas

Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 2020

A Framework for Information Accessibility in Large Video Repositories.

[BibT_eX]

[DOI]

Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

Three-Way Framework Using Fuzzy Concepts and Semantic Rules in Opinion Classification.

[BibT_eX]

[DOI]

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019

Prediction of Relative Physical Activity Intensity Using Multimodal Sensing of Physiological Data.

[BibT_eX]

[DOI]

Sensors, 2019

Semi-supervised text classification with deep convolutional neural network using feature fusion approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

An Interactive Method for Visualising Physical Activity in Parks.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference in Information Visualization, 2019

Extended Reality for Refugees: Pragmatic Ideas through Ethnographic Research with Refugees in Australia.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Recognition of Frog Chorusing with Acoustic Indices and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on eScience, 2019

Multi-class Breast Cancer Classification by a Novel Two-Branch Deep Convolutional Neural Network Architecture.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

An Interactive Visualization Tool for Sensor-based Physical Activity Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Australasian Computer Science Week Multiconference, 2019

2018

Design participation lab.

[BibT_eX]

[DOI]

Interactions, 2018

Frog call classification: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2018

Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic data.

[BibT_eX]

[DOI]

Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Designing for refugees: insights from design workshop.

[BibT_eX]

[DOI]

Asam Almohamed

Dhaval Vyas

Mohammed Abdulraheem Fadhel

Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Robust and Efficient Approach to Diagnose Sickle Cell Anemia in Blood.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2018

Classification of Red Blood Cells in Sickle Cell Anemia Using Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2018

Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator.

[BibT_eX]

[DOI]

Omran Al-Shamma

Rabab Alaa Hameed

Laith Alzubaidi

Proceedings of the Intelligent Systems Design and Applications, 2018

Three-Dimensional Head Pose Estimation Using a Stereo Camera Arrangement.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Vision and Applications, 2018

Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study.

[BibT_eX]

[DOI]

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

Collaborative Exploration and Sensemaking of Big Environmental Sound Data.

[BibT_eX]

[DOI]

Tshering Dema

Margot Brereton

Jessica L. Cappadonna

Anthony Truskinger

Comput. Support. Cooperative Work., 2017

Rebuilding social capital: engaging newly arrived refugees in participatory design.

[BibT_eX]

[DOI]

Asam Almohamed

Dhaval Vyas

Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Long-term monitoring of cane-toads using acoustic sensors: poster abstract.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Enhancing Access to eLearning for People with Intellectual Disability: Integrating Usability with Learning.

[BibT_eX]

[DOI]

Laurianne Sitbon

Proceedings of the Human-Computer Interaction - INTERACT 2017, 2017

Multi-Label Classification of Frog Species via Deep Learning.

[BibT_eX]

[DOI]

Jie Xie

Rui Zeng Changliang Xu

Proceedings of the 13th IEEE International Conference on e-Science, 2017

An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Classifying and ranking audio clips to support bird species richness surveys.

[BibT_eX]

[DOI]

Ecol. Informatics, 2016

Adaptive frequency scaled wavelet packet decomposition for frog call classification.

[BibT_eX]

[DOI]

Ecol. Informatics, 2016

Feature Extraction Based on Bandpass Filtering for Frog Call Classification.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science 2016, 2016

Handle the Way: Enhancing Web Accessibility for People with Disability.

[BibT_eX]

[DOI]

Peter Purgathofer

Margot Brereton

Geraldine Fitzpatrick

Florian Güldenpfennig

Proceedings of the Companion Publication of the 2014 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016

Challenges in Designing Visual Analytics for Environmental Acoustic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Companion Publication of the 2014 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016

2015

Similarity-based birdcall retrieval from environmental audio.

[BibT_eX]

[DOI]

Ecol. Informatics, 2015

Generalised features for bird vocalisation retrieval in acoustic recordings.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, 2015

Detection of anuran calling activity in long field recordings for bio-acoustic monitoring.

[BibT_eX]

[DOI]

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Acoustic classification of Australian anurans using syllable features.

[BibT_eX]

[DOI]

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Application of image processing techniques for frog call classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species Richness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on e-Science, 2015

Assistive classification for improving the efficiency of avian species richness surveys.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Birdcall Retrieval from Environmental Acoustic Recordings Using Image Processing.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Exploring Physical Activities in an Employer-Sponsored Health Program.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Aspect-Based Opinion Mining from Product Reviews Using Conditional Random Fields.

[BibT_eX]

[DOI]

Amani K. Samha

Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

Acoustic features for multi-level classification of Australian frogs.

[BibT_eX]

[DOI]

Jie Xie

Proceedings of the 10th International Conference on Information, 2015

2014

Aspect-Based Opinion Extraction from Customer reviews.

[BibT_eX]

[DOI]

Amani K. Samha

CoRR, 2014

A survey of tagging techniques for music, speech and environmental sound.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2014

Detection of Rain in Acoustic Recordings of the Environment.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Rove n Rave™ development: a partnership between the university and the disability service provider to build a social website for people with an intellectual disability.

[BibT_eX]

[DOI]

Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures, 2014

Corner Detection in Images Under Different Noise Levels.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Scale Adaptive Tracking Using Mean Shift and Efficient Feature Matching.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Visualization of Long-duration Acoustic Recordings of the Environment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2014

Towards Universal Search Design.

[BibT_eX]

[DOI]

Proceedings of the 2014 Australasian Document Computing Symposium, 2014

2013

Reputation modelling in Citizen Science for environmental acoustic data analysis.

[BibT_eX]

[DOI]

Hao-Fan Yang

Soc. Netw. Anal. Min., 2013

Future Web Growth and its Consequences for Web Search Architectures.

[BibT_eX]

[DOI]

Andrew Trotman

CoRR, 2013

Reconciling Folksonomic Tagging with Taxa for Bioacoustic Annotations.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Tracking-based moving object detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Timed Probabilistic Automaton: A Bridge between Raven and Song Scope for Automatic Species Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013

A Novel Representation of Bioacoustic Events for Content-Based Search in Field Audio Data.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Managing and Analysing Big Audio Data for Environmental Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012

Using mobile technology and augmented reality to increase data reliability for environmental assessment.

[BibT_eX]

[DOI]

Chin Loong Law

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

Timed and probabilistic automata for automatic animal Call Recognition.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Finding additional semantic entity information for search engines.

[BibT_eX]

[DOI]

Jun Hou

Richi Nayak

Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

2011

Using Reputation Management in Participatory Sensing for Data Classification.

[BibT_eX]

[DOI]

Hao-Fan Yang

Proceedings of the 2nd International Conference on Ambient Systems, 2011

Large Scale Participatory Acoustic Sensor Data Analysis: Tools and Reputation Models to Enhance Effectiveness.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on E-Science, 2011

2010

Towards automatic power line detection for a UAV surveillance system using pulse coupled neural filter and an improved Hough transform.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2010

Mid-Level Concept Learning with Visual Contextual Ontologies and Probabilistic Inference for Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Semantics-Based Web Service Discovery Using Information Retrieval Techniques.

[BibT_eX]

[DOI]

Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

2009

Dynamic lock synchronisation for collaborative 3D applications.

[BibT_eX]

[DOI]

Siak Chuan Tan

Proceedings of the MoMM'2009, 2009

Multi-edge decimation in multi-modal 3D collaborative applications.

[BibT_eX]

[DOI]

Andrew Tan Siak Chuan

Proceedings of the MoMM'2009, 2009

Towards automatic tree crown detection and delineation in spectral feature space using PCNN and morphological reconstruction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

High-level concept annotation using ontology and probabilistic inference.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

2008

A collaborative framework for simultaneous and seamless 3D graphics manipulation.

[BibT_eX]

[DOI]

Proceedings of the MoMM'2008 - The 6th International Conference on Advances in Mobile Computing and Multimedia, 24, 2008

Towards an Acoustic Environmental Observatory.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on e-Science, 2008

Individual Tree Crown Delineation Techniques for Vegetation Management in Power Line Corridor.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

2007

Acoustic sensor networks for environmental monitoring.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

3D Scene Annotation for Efficient Rendering on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

A Shape Ontology Framework for Bird Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006

OpenCIS - Open Source GIS-based web community information system.

[BibT_eX]

[DOI]

Daniel Caldeweyher

Binh Pham

Int. J. Geogr. Inf. Sci., 2006

Fusing Visual and Textual Retrieval Techniques to Effectively Search Large Collections of Wikipedia Images.

[BibT_eX]

[DOI]

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

2005

Integrating Text Retrieval and Image Retrieval in XML Document Searching.

[BibT_eX]

[DOI]

Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

2002

Modelling and Indexing Fuzzy Complex Shapes.

[BibT_eX]

Binh Pham

Yi-Ping Phoebe Chen

Proceedings of the Visual and Multimedia Information Management, 2002

2001

Fuzzy Genetic Algorithms Based on Level Interval Algorithm.

[BibT_eX]

[DOI]