Jinglan Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 71

Top Venues

Publications

Mahawaga Arachchige Nayomi Dulanjala Sewwandi, Yuefeng Li, Jinglan Zhang
Granule-specific feature selection for continuous data classification using neighborhood rough sets. Expert Syst. Appl. 238 (Part C) (2024)
M. A. N. D. Sewwandi, Yuefeng Li, Jinglan Zhang
k-outlier removal based on contextual label information and cluster purity for continuous data classification. Expert Syst. Appl. 237 (Part C) (2024)
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Yuantong Gu
A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations. Expert Syst. Appl. 242 (2024)
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
An Experimental Comparison of Transfer Learning against Self-supervised Learning. CoRR (2024)
Zaenab Alammar, Laith Alzubaidi, Jinglan Zhang, Yuefeng Li, Ashish Gupta, Yuantong Gu
Generalisable deep Learning framework to overcome catastrophic forgetting. Intell. Syst. Appl. 23 (2024)
Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging. CoRR (2024)
Theja Kuruppu Arachchi, Laurianne Sitbon, Jinglan Zhang, Stewart Koplick, Maria Hoogstrate, Margot Brereton
Web search to access health information by adults with intellectual disability. Online Inf. Rev. 47 (6) (2023)
Laith Alzubaidi, Jinshuai Bai, Aiman Al-Sabaawi, José Santamaría, Ahmed Shihab Albahri, Bashar Sami Nayyef Al-dabbagh, Mohammed A. Fadhel, Mohamed Manoufali, Jinglan Zhang, Ali H. Al-Timemy, Ye Duan, Amjed Abdullah, Laith Farhan, Yi Lu, Ashish Gupta, Felix Albu, Amin M. Abbosh, Yuantong Gu
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. J. Big Data 10 (1) (2023)
Chun Liu, Jinglan Zhang, Yiping Zhao, Bin Ai
Inverse Design of Plasmonic Nanohole Arrays by Combing Spectra and Structural Color in Deep Learning. Adv. Intell. Syst. 5 (10) (2023)
Jie Xie, Mingying Zhu, Kai Hu, Jinglan Zhang
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification. Pattern Anal. Appl. 26 (2) (2023)
M. A. N. D. Sewwandi, Yuefeng Li, Jinglan Zhang
A class-specific feature selection and classification approach using neighborhood rough set and K-nearest neighbor theories. Appl. Soft Comput. 143 (2023)
Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe
Using Autoencoders to Visualize Big Environmental Audio. IV (2023)
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Dukhan, Ahmed H. Alkenani, Ahmed Al-Asadi, Haider A. Alwzwazy, Mohamed Manoufali, Mohammed A. Fadhel, Ahmed Shihab Albahri, Catarina Moreira, Chun Ouyang, Jinglan Zhang, José Santamaría, Asma Salhi, Freek Hollman, Ashish Gupta, Ye Duan, Timon Rabczuk, Amin M. Abbosh, Yuantong Gu
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. 2023 (2023)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Integration of semantic patterns and fuzzy concepts to reduce the boundary region in three-way decision-making. Inf. Sci. 595 (2022)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification. Inf. Process. Manag. 59 (2) (2022)
Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang, José Santamaría, Ye Duan
Robust application of new deep learning tools: an experimental study in medical imaging. Multim. Tools Appl. 81 (10) (2022)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Integration of fuzzy logic and a convolutional neural network in three-way decision-making. Expert Syst. Appl. 202 (2022)
M. A. N. D. Sewwandi, Yuefeng Li, Jinglan Zhang
Automated granule discovery in continuous data for feature selection. Inf. Sci. 578 (2021)
Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Q. Al-Dujaili, Ye Duan, Omran Al-Shamma, José Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J. Big Data 8 (1) (2021)
Theja Kuruppu Arachchi, Laurianne Sitbon, Jinglan Zhang, Ruwan Gamage, K. Priyantha Hewagamage
Enhancing Internet Search Abilities for People with Intellectual Disabilities in Sri Lanka. ACM Trans. Access. Comput. 14 (2) (2021)
Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe
Acoustic auto-encoders for biodiversity assessment. Ecol. Informatics 62 (2021)
Theja Kuruppu Arachchi, Laurianne Sitbon, Jinglan Zhang, Ruwan Gamage, Priyantha Hewagamage
LIFT: An eLearning Introduction to Web Search for Young Adults with Intellectual Disability in Sri Lanka. INTERACT (1) (2021)
Jie Xie, Juan Gabriel Colonna, Jinglan Zhang
Bioacoustic signal denoising: a review. Artif. Intell. Rev. 54 (5) (2021)
Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe
Analyzing Big Environmental Audio with Frequency Preserving Autoencoders. e-Science (2021)
Laith Alzubaidi, Ye Duan, Ayad Q. Al-Dujaili, Ibraheem Kasim Ibraheem, Ahmed H. Alkenani, José Santamaría, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study. PeerJ Comput. Sci. 7 (2021)
Laith Alzubaidi, José Santamaría, Mohamed Manoufali, Beadaa J. Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H. Al-Timemy, Omran Al-Shamma, Ye Duan
MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks. CoRR (2021)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
A novel frog chorusing recognition method with acoustic indices and machine learning. Future Gener. Comput. Syst. 125 (2021)
Saminda Sundeepa Balasuriya, Laurianne Sitbon, Jinglan Zhang, Khairi Anuar
Summary and Prejudice: Online Reading Preferences of Users with Intellectual Disability. CHIIR (2021)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale, Yutong Wu
Mining and classifying customer reviews: a survey. Artif. Intell. Rev. 54 (8) (2021)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
Data selection in frog chorusing recognition with acoustic indices. Ecol. Informatics 60 (2020)
Laith Alzubaidi, Mohammed A. Fadhel, Sameer Razzaq Oleiwi, Omran Al-Shamma, Jinglan Zhang
DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network. Multim. Tools Appl. 79 (21-22) (2020)
Jie Xie, Kai Hu, Harry Hines, Jinglan Zhang, Ya Guo, Jinghu Yu
Investigation of CNN-based models for Frog Calling Activity Detection. ICSPCC (2020)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Three-Way Framework Using Fuzzy Concepts and Semantic Rules in Opinion Classification. Australasian Conference on Artificial Intelligence (2020)
Shufei Duan, Xueying Zhang, Mimi Yan, Jinglan Zhang
Statistical Distribution Exploration of Tongue Movement for Pathological Articulation on Word/Sentence Level. IEEE Access 8 (2020)
Asam Almohamed, Jinglan Zhang, Dhaval Vyas
Magic Machines for Refugees. COMPASS (2020)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. 92 (1) (2020)
Gang Liu, Shaoqing Fei, Zi-Chun Yan, Chia-Huei Wu, Sang-Bing Tsai, Jinglan Zhang
An Empirical Study on Response to Online Customer Reviews and E-Commerce Sales: From the Mobile Information System Perspective. Mob. Inf. Syst. 2020 (2020)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Integration of Fuzzy and Deep Learning in Three-Way Decisions. ICDM (Workshops) (2020)
L. D. C. S. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S. Atukorale
Integration of Fuzzy and LSTM in Three-Way Decisions. WI/IAT (2020)
Faleh Alqahtani, Jasmine Banks, Vinod Chandran, Jinglan Zhang
3D Face Tracking Using Stereo Cameras: A Review. IEEE Access 8 (2020)
Dhaval Vyas, Thilina Halloluwa, Nikolaj Heinzler, Jinglan Zhang
More than step count: designing a workplace-based activity tracking system. Pers. Ubiquitous Comput. 24 (5) (2020)
Laurianne Sitbon, Benoît Favre, Jinglan Zhang, Andrew A. Bayor, Stewart Koplick, Filip Bircanin, Margot Brereton
A Framework for Information Accessibility in Large Video Repositories. CHIIR (2020)
Laith Alzubaidi, Reem Ibrahim Hasan, Fouad H. Awad, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
Multi-class Breast Cancer Classification by a Novel Two-Branch Deep Convolutional Neural Network Architecture. DeSE (2019)
Alok Kumar Chowdhury, Dian Tjondronegoro, Vinod Chandran, Jinglan Zhang, Stewart G. Trost
Prediction of Relative Physical Activity Intensity Using Multimodal Sensing of Physiological Data. Sensors 19 (20) (2019)
Benjamin Rowe, Jinglan Zhang, Tracy Washington, Debra Cushing, Stewart Trost
An Interactive Method for Visualising Physical Activity in Parks. IV (2) (2019)
Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger, Debra Stark, Berndt van Rensburg, Yuefeng Li, Paul Roe
Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. eScience (2019)
Chuxuan Tong, Jinglan Zhang, Alok Kumar Chowdhury, Stewart G. Trost
An Interactive Visualization Tool for Sensor-based Physical Activity Data Analysis. ACSW (2019)
Asam Almohamed, Arindam Dey, Jinglan Zhang, Dhaval Vyas
Extended Reality for Refugees: Pragmatic Ideas through Ethnographic Research with Refugees in Australia. ISMAR Adjunct (2019)
Parvaneh Shayegh, Yuefeng Li, Jinglan Zhang, Qing Zhang
Semi-supervised text classification with deep convolutional neural network using feature fusion approach. WI (2019)
Hongxiao Gan, Michael Towsey, Yuefeng Li, Jinglan Zhang, Paul Roe
Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study. DICTA (2018)
Asam Almohamed, Dhaval Vyas, Jinglan Zhang
Designing for refugees: insights from design workshop. OZCHI (2018)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Frog call classification: a survey. Artif. Intell. Rev. 49 (3) (2018)
Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
Robust and Efficient Approach to Diagnose Sickle Cell Anemia in Blood. ISDA (1) (2018)
Omran Al-Shamma, Mohammed Abdulraheem Fadhel, Rabab Alaa Hameed, Laith Alzubaidi, Jinglan Zhang
Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator. ISDA (1) (2018)
Benjamin Rowe, Jinglan Zhang, Michael Towsey, Paul Roe, Margot Brereton
Ecosound-explorer: a method for large scale interactive visual navigation of environmental acoustic data. OZCHI (2018)
Margot Brereton, Alessandro Soro, Laurianne Sitbon, Paul Roe, Peta Wyeth, Bernd Ploderer, Dhaval Vyas, Jinglan Zhang, Aloha May Hufana Ambe, Cara Wilson, Tshering Dema, Jennyfer Lawrence Taylor, Jessica L. Oliver, Diego Muñoz, Andy Bayor, Filip Bircanin, Riga Anggarendra, Tara Capel, Gereon Koch Kapuire, Helvi Itenge-Wheeler
Design participation lab. Interactions 25 (2) (2018)
Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Laith Farhan, Jinglan Zhang
Classification of Red Blood Cells in Sickle Cell Anemia Using Deep Convolutional Neural Network. ISDA (1) (2018)
Faleh Alqahtani, Jasmine Banks, Vinod Chandran, Jinglan Zhang
Three-Dimensional Head Pose Estimation Using a Stereo Camera Arrangement. ICMVA (2018)
Asam Almohamed, Dhaval Vyas, Jinglan Zhang
Rebuilding social capital: engaging newly arrived refugees in participatory design. OZCHI (2017)
Tshering Dema, Margot Brereton, Jessica L. Cappadonna, Paul Roe, Anthony Truskinger, Jinglan Zhang
Collaborative Exploration and Sensemaking of Big Environmental Sound Data. Comput. Support. Cooperative Work. 26 (4-6) (2017)
Jie Xie, Jinglan Zhang, Michael W. Towsey, Paul Roe
Long-term monitoring of cane-toads using acoustic sensors: poster abstract. IPSN (2017)
Tshering Dema, Liang Zhang, Michael Towsey, Anthony Truskinger, Sherub Sherub, Kinley, Jinglan Zhang, Margot Brereton, Paul Roe
An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan. eScience (2017)
Jie Xie, Rui Zeng Changliang Xu, Jinglan Zhang, Paul Roe
Multi-Label Classification of Frog Species via Deep Learning. eScience (2017)
Theja Kuruppu Arachchi, Laurianne Sitbon, Jinglan Zhang
Enhancing Access to eLearning for People with Intellectual Disability: Integrating Usability with Learning. INTERACT (2) (2017)
Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe
Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics 32 (2016)
Jie Xie, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe
Feature Extraction Based on Bandpass Filtering for Frog Call Classification. ICISP (2016)
Jinglan Zhang, Peter Purgathofer, Margot Brereton, Geraldine Fitzpatrick, Florian Güldenpfennig
Handle the Way: Enhancing Web Accessibility for People with Disability. Conference on Designing Interactive Systems (Companion Volume) (2016)
Tshering Dema, Margot Brereton, Paul Roe, Jinglan Zhang, Michael W. Towsey
Challenges in Designing Visual Analytics for Environmental Acoustic Monitoring. Conference on Designing Interactive Systems (Companion Volume) (2016)
Liang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe
Classifying and ranking audio clips to support bird species richness surveys. Ecol. Informatics 34 (2016)
Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe
Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. ICCS (2016)
Jie Xie, Michael W. Towsey, Liang Zhang, Kiyomi Yasumiba, Lin Schwarzkopf, Jinglan Zhang, Paul Roe
Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. ICISP (2016)
Jie Xie, Michael W. Towsey, Kiyomi Yasumiba, Jinglan Zhang, Paul Roe
Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. ISSNIP (2015)
Jie Xie, Jinglan Zhang, Paul Roe
Acoustic features for multi-level classification of Australian frogs. ICICS (2015)
Liang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe
Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species Richness. ICDM Workshops (2015)
Xueyan Dong, Philip Eichinski, Michael W. Towsey, Jinglan Zhang, Paul Roe
Birdcall Retrieval from Environmental Acoustic Recordings Using Image Processing. DICTA (2015)
Xueyan Dong, Michael Towsey, Anthony Truskinger, Mark Cottman-Fields, Jinglan Zhang, Paul Roe
Similarity-based birdcall retrieval from environmental audio. Ecol. Informatics 29 (2015)
Liang Zhang, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe
Assistive classification for improving the efficiency of avian species richness surveys. DSAA (2015)
Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Paul Roe
Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings. ICDM Workshops (2015)
Jie Xie, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe
Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. e-Science (2015)
Xueyan Dong, Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe
Generalised features for bird vocalisation retrieval in acoustic recordings. MMSP (2015)
Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe
Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. EMR@ICMR (2015)
Amani K. Samha, Yuefeng Li, Jinglan Zhang
Aspect-Based Opinion Mining from Product Reviews Using Conditional Random Fields. AusDM (2015)
Dhaval Vyas, Zachary Fitz-Walter, Erica Mealy, Alessandro Soro, Jinglan Zhang, Margot Brereton
Exploring Physical Activities in an Employer-Sponsored Health Program. CHI Extended Abstracts (2015)
Jie Xie, Michael W. Towsey, Anthony Truskinger, Philip Eichinski, Jinglan Zhang, Paul Roe
Acoustic classification of Australian anurans using syllable features. ISSNIP (2015)
Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe
Application of image processing techniques for frog call classification. ICIP (2015)
Yuanying Xu, Jinglan Zhang, Roman Yagovkin, Simone Maniero, Phurpa Wangchunk, Stewart Koplick
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. OZCHI (2014)
Yi Song, Yiping Shen, Shuxiao Li, Chengfei Zhu, Jinglan Zhang, Hongxing Chang
Corner Detection in Images Under Different Noise Levels. ICPR (2014)
Yi Song, Shuxiao Li, Jinglan Zhang, Hongxing Chang
Scale Adaptive Tracking Using Mean Shift and Efficient Feature Matching. ICPR (2014)
Laurianne Sitbon, Lauren Fell, David Poxon, Jinglan Zhang, Shlomo Geva
Towards Universal Search Design. ADCS (2014)
Michael W. Towsey, Liang Zhang, Mark Cottman-Fields, Jason Wimmer, Jinglan Zhang, Paul Roe
Visualization of Long-duration Acoustic Recordings of the Environment. ICCS (2014)
Amani K. Samha, Yuefeng Li, Jinglan Zhang
Aspect-Based Opinion Extraction from Customer reviews. CoRR (2014)
Shufei Duan, Jinglan Zhang, Paul Roe, Michael W. Towsey
A survey of tagging techniques for music, speech and environmental sound. Artif. Intell. Rev. 42 (4) (2014)
Meriem Ferroudj, Anthony Truskinger, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe
Detection of Rain in Acoustic Recordings of the Environment. PRICAI (2014)
Anthony Truskinger, Ian Newmarch, Mark Cottman-Fields, Jason Wimmer, Michael W. Towsey, Jinglan Zhang, Paul Roe
Reconciling Folksonomic Tagging with Taxa for Bioacoustic Annotations. WISE (1) (2013)
Andrew Trotman, Jinglan Zhang
Future Web Growth and its Consequences for Web Search Architectures. CoRR (2013)
Jinglan Zhang, Kai Huang, Mark Cottman-Fields, Anthony Truskinger, Paul Roe, Shufei Duan, Xueyan Dong, Michael W. Towsey, Jason Wimmer
Managing and Analysing Big Audio Data for Environmental Monitoring. CSE (2013)
Hao Shen, Shuxiao Li, Jinglan Zhang, Hongxing Chang
Tracking-based moving object detection. ICIP (2013)
Hao-Fan Yang, Jinglan Zhang, Paul Roe
Reputation modelling in Citizen Science for environmental acoustic data analysis. Soc. Netw. Anal. Min. 3 (3) (2013)
Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Jasmine Banks, Paul Roe
A Novel Representation of Bioacoustic Events for Content-Based Search in Field Audio Data. DICTA (2013)
Shufei Duan, Jinglan Zhang, Paul Roe, Jason Wimmer, Xueyan Dong, Anthony Truskinger, Michael W. Towsey
Timed Probabilistic Automaton: A Bridge between Raven and Song Scope for Automatic Species Recognition. IAAI (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jinglan Zhang