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2020 – today
- 2024
- [j40]Mahawaga Arachchige Nayomi Dulanjala Sewwandi
, Yuefeng Li
k-outlier removal based on contextual label information and cluster purity for continuous data classification. Expert Syst. Appl. 237(Part C): 121347 (2024) - [j39]Mahawaga Arachchige Nayomi Dulanjala Sewwandi
Granule-specific feature selection for continuous data classification using neighborhood rough sets. Expert Syst. Appl. 238(Part C): 121765 (2024) - [j38]Zehui Zhao
A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations. Expert Syst. Appl. 242: 122807 (2024) - [j37]Zaenab Alammar
Generalisable deep Learning framework to overcome catastrophic forgetting. Intell. Syst. Appl. 23: 200415 (2024) - [i5]Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu:
An Experimental Comparison of Transfer Learning against Self-supervised Learning. CoRR abs/2407.05592 (2024) - [i4]Zehui Zhao, Laith Alzubaidi, Jinglan Zhang, Ye Duan, Usman Naseem, Yuantong Gu:
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging. CoRR abs/2407.06566 (2024) - 2023
- [j36]Chun Liu, Jinglan Zhang, Yiping Zhao
Inverse Design of Plasmonic Nanohole Arrays by Combing Spectra and Structural Color in Deep Learning. Adv. Intell. Syst. 5(10) (2023) - [j35]Mahawaga Arachchige Nayomi Dulanjala Sewwandi
A class-specific feature selection and classification approach using neighborhood rough set and K-nearest neighbor theories. Appl. Soft Comput. 143: 110366 (2023) - [j34]Laith Alzubaidi
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. 2023: 1-41 (2023) - [j33]Laith Alzubaidi
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. J. Big Data 10(1): 46 (2023) - [j32]Theja Kuruppu Arachchi
Web search to access health information by adults with intellectual disability. Online Inf. Rev. 47(6): 1098-1115 (2023) - [j31]Jie Xie, Mingying Zhu
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification. Pattern Anal. Appl. 26(2): 735-749 (2023) - [c78]Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe:
Using Autoencoders to Visualize Big Environmental Audio. IV 2023: 13-18 - 2022
- [j30]L. D. C. S. Subhashini
Integration of fuzzy logic and a convolutional neural network in three-way decision-making. Expert Syst. Appl. 202: 117103 (2022) - [j29]L. D. C. S. Subhashini
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): 102823 (2022) - [j28]L. D. C. S. Subhashini
Integration of semantic patterns and fuzzy concepts to reduce the boundary region in three-way decision-making. Inf. Sci. 595: 257-277 (2022) - [j27]Laith Alzubaidi
Robust application of new deep learning tools: an experimental study in medical imaging. Multim. Tools Appl. 81(10): 13289-13317 (2022) - 2021
- [j26]Jie Xie
Bioacoustic signal denoising: a review. Artif. Intell. Rev. 54(5): 3575-3597 (2021) - [j25]L. D. C. S. Subhashini
Mining and classifying customer reviews: a survey. Artif. Intell. Rev. 54(8): 6343-6389 (2021) - [j24]Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe:
Acoustic auto-encoders for biodiversity assessment. Ecol. Informatics 62: 101237 (2021) - [j23]Hongxiao Gan, Jinglan Zhang
A novel frog chorusing recognition method with acoustic indices and machine learning. Future Gener. Comput. Syst. 125: 485-495 (2021) - [j22]Mahawaga Arachchige Nayomi Dulanjala Sewwandi, Yuefeng Li, Jinglan Zhang:
Automated granule discovery in continuous data for feature selection. Inf. Sci. 578: 323-343 (2021) - [j21]Laith Alzubaidi
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J. Big Data 8(1): 53 (2021) - [j20]Laith Alzubaidi
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: e715 (2021) - [j19]Theja Kuruppu Arachchi, Laurianne Sitbon
Enhancing Internet Search Abilities for People with Intellectual Disabilities in Sri Lanka. ACM Trans. Access. Comput. 14(2): 10:1-10:36 (2021) - [c77]Saminda Sundeepa Balasuriya
Summary and Prejudice: Online Reading Preferences of Users with Intellectual Disability. CHIIR 2021: 285-289 - [c76]Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe:
Analyzing Big Environmental Audio with Frequency Preserving Autoencoders. e-Science 2021: 70-79 - [c75]Theja Kuruppu Arachchi, Laurianne Sitbon
LIFT: An eLearning Introduction to Web Search for Young Adults with Intellectual Disability in Sri Lanka. INTERACT (1) 2021: 245-265 - [i3]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 abs/2110.06512 (2021) - 2020
- [j18]Shufei Duan
Statistical Distribution Exploration of Tongue Movement for Pathological Articulation on Word/Sentence Level. IEEE Access 8: 91057-91069 (2020) - [j17]Faleh Alqahtani
3D Face Tracking Using Stereo Cameras: A Review. IEEE Access 8: 94373-94393 (2020) - [j16]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: 101160 (2020) - [j15]Gang Liu, Shaoqing Fei, Zi-Chun Yan, Chia-Huei Wu
An Empirical Study on Response to Online Customer Reviews and E-Commerce Sales: From the Mobile Information System Perspective. Mob. Inf. Syst. 2020: 8864764:1-8864764:12 (2020) - [j14]Laith Alzubaidi
DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network. Multim. Tools Appl. 79(21-22): 15655-15677 (2020) - [j13]Dhaval Vyas
More than step count: designing a workplace-based activity tracking system. Pers. Ubiquitous Comput. 24(5): 627-641 (2020) - [j12]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. 92(1): 23-36 (2020) - [c74]L. D. C. S. Subhashini
Three-Way Framework Using Fuzzy Concepts and Semantic Rules in Opinion Classification. Australasian Conference on Artificial Intelligence 2020: 110-121 - [c73]Laurianne Sitbon
A Framework for Information Accessibility in Large Video Repositories. CHIIR 2020: 387-391 - [c72]Asam Almohamed, Jinglan Zhang, Dhaval Vyas
Magic Machines for Refugees. COMPASS 2020: 76-86 - [c71]L. D. C. S. Subhashini
Integration of Fuzzy and Deep Learning in Three-Way Decisions. ICDM (Workshops) 2020: 71-78 - [c70]Jie Xie, Kai Hu, Harry Hines, Jinglan Zhang, Ya Guo, Jinghu Yu:
Investigation of CNN-based models for Frog Calling Activity Detection. ICSPCC 2020: 1-4 - [c69]L. D. C. S. Subhashini
Integration of Fuzzy and LSTM in Three-Way Decisions. WI/IAT 2020: 975-980
2010 – 2019
- 2019
- [j11]Alok Kumar Chowdhury, Dian Tjondronegoro, Vinod Chandran
Prediction of Relative Physical Activity Intensity Using Multimodal Sensing of Physiological Data. Sensors 19(20): 4509 (2019) - [c68]Chuxuan Tong, Jinglan Zhang, Alok Kumar Chowdhury, Stewart G. Trost
An Interactive Visualization Tool for Sensor-based Physical Activity Data Analysis. ACSW 2019: 30:1-30:4 - [c67]Laith Alzubaidi
Multi-class Breast Cancer Classification by a Novel Two-Branch Deep Convolutional Neural Network Architecture. DeSE 2019: 268-273 - [c66]Hongxiao Gan, Jinglan Zhang, Michael Towsey, Anthony Truskinger
Recognition of Frog Chorusing with Acoustic Indices and Machine Learning. eScience 2019: 106-115 - [c65]Asam Almohamed, Arindam Dey, Jinglan Zhang, Dhaval Vyas
Extended Reality for Refugees: Pragmatic Ideas through Ethnographic Research with Refugees in Australia. ISMAR Adjunct 2019: 422-425 - [c64]Benjamin Rowe, Jinglan Zhang, Tracy Washington, Debra Cushing, Stewart Trost
An Interactive Method for Visualising Physical Activity in Parks. IV (2) 2019: 42-46 - [c63]Parvaneh Shayegh, Yuefeng Li, Jinglan Zhang, Qing Zhang:
Semi-supervised text classification with deep convolutional neural network using feature fusion approach. WI 2019: 363-366 - 2018
- [j10]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Frog call classification: a survey. Artif. Intell. Rev. 49(3): 375-391 (2018) - [j9]Margot Brereton, Alessandro Soro, Laurianne Sitbon
Design participation lab. Interactions 25(2): 14-17 (2018) - [c62]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: 1-8 - [c61]Faleh Alqahtani, Jasmine Banks
Three-Dimensional Head Pose Estimation Using a Stereo Camera Arrangement. ICMVA 2018: 28-35 - [c60]Omran Al-Shamma
Boosting Convolutional Neural Networks Performance Based on FPGA Accelerator. ISDA (1) 2018: 509-517 - [c59]Laith Alzubaidi
Classification of Red Blood Cells in Sickle Cell Anemia Using Deep Convolutional Neural Network. ISDA (1) 2018: 550-559 - [c58]Laith Alzubaidi
Robust and Efficient Approach to Diagnose Sickle Cell Anemia in Blood. ISDA (1) 2018: 560-570 - [c57]Asam Almohamed, Dhaval Vyas
Designing for refugees: insights from design workshop. OZCHI 2018: 92-96 - [c56]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: 539-543 - 2017
- [j8]Tshering Dema, Margot Brereton
Collaborative Exploration and Sensemaking of Big Environmental Sound Data. Comput. Support. Cooperative Work. 26(4-6): 693-731 (2017) - [c55]Tshering Dema, Liang Zhang, Michael Towsey, Anthony Truskinger
An Investigation into Acoustic Analysis Methods for Endangered Species Monitoring: A Case of Monitoring the Critically Endangered White-Bellied Heron in Bhutan. eScience 2017: 177-186 - [c54]Jie Xie, Rui Zeng Changliang Xu, Jinglan Zhang, Paul Roe:
Multi-Label Classification of Frog Species via Deep Learning. eScience 2017: 187-193 - [c53]Theja Kuruppu Arachchi, Laurianne Sitbon
Enhancing Access to eLearning for People with Intellectual Disability: Integrating Usability with Learning. INTERACT (2) 2017: 13-32 - [c52]Jie Xie, Jinglan Zhang, Michael W. Towsey, Paul Roe:
Long-term monitoring of cane-toads using acoustic sensors: poster abstract. IPSN 2017: 295-296 - [c51]Asam Almohamed
Rebuilding social capital: engaging newly arrived refugees in participatory design. OZCHI 2017: 59-67 - 2016
- [j7]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics 32: 134-144 (2016) - [j6]Liang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Classifying and ranking audio clips to support bird species richness surveys. Ecol. Informatics 34: 108-116 (2016) - [c50]Tshering Dema, Margot Brereton
Challenges in Designing Visual Analytics for Environmental Acoustic Monitoring. Conference on Designing Interactive Systems (Companion Volume) 2016: 113-116 - [c49]Jinglan Zhang, Peter Purgathofer, Margot Brereton
Handle the Way: Enhancing Web Accessibility for People with Disability. Conference on Designing Interactive Systems (Companion Volume) 2016: 117-120 - [c48]Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. ICCS 2016: 627-638 - [c47]Jie Xie, Michael W. Towsey, Liang Zhang, Kiyomi Yasumiba, Lin Schwarzkopf
Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. ICISP 2016: 222-230 - [c46]Jie Xie, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe:
Feature Extraction Based on Bandpass Filtering for Frog Call Classification. ICISP 2016: 231-239 - 2015
- [j5]Xueyan Dong, Michael Towsey
Similarity-based birdcall retrieval from environmental audio. Ecol. Informatics 29: 66-76 (2015) - [c45]Jie Xie, Jinglan Zhang, Paul Roe:
Acoustic features for multi-level classification of Australian frogs. ICICS 2015: 1-5 - [c44]Amani K. Samha, Yuefeng Li, Jinglan Zhang:
Aspect-Based Opinion Mining from Product Reviews Using Conditional Random Fields. AusDM 2015: 119-128 - [c43]Dhaval Vyas
Exploring Physical Activities in an Employer-Sponsored Health Program. CHI Extended Abstracts 2015: 1421-1426 - [c42]Xueyan Dong, Philip Eichinski, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Birdcall Retrieval from Environmental Acoustic Recordings Using Image Processing. DICTA 2015: 1-6 - [c41]Liang Zhang, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe:
Assistive classification for improving the efficiency of avian species richness surveys. DSAA 2015: 1-6 - [c40]Jie Xie, Michael W. Towsey
Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. e-Science 2015: 237-242 - [c39]Xueyan Dong, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Compact Features for Birdcall Retrieval from Environmental Acoustic Recordings. ICDM Workshops 2015: 762-767 - [c38]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: 798-805 - [c37]Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe:
Application of image processing techniques for frog call classification. ICIP 2015: 4190-4194 - [c36]Jie Xie, Michael W. Towsey
Acoustic classification of Australian anurans using syllable features. ISSNIP 2015: 1-6 - [c35]Jie Xie, Michael W. Towsey
Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. ISSNIP 2015: 1-6 - [c34]Jie Xie, Michael W. Towsey
Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. EMR@ICMR 2015: 15-20 - [c33]Xueyan Dong, Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Generalised features for bird vocalisation retrieval in acoustic recordings. MMSP 2015: 1-6 - 2014
- [j4]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): 637-661 (2014) - [c32]Laurianne Sitbon
Towards Universal Search Design. ADCS 2014: 109 - [c31]Michael W. Towsey
Visualization of Long-duration Acoustic Recordings of the Environment. ICCS 2014: 703-712 - [c30]Yi Song, Yiping Shen, Shuxiao Li, Chengfei Zhu, Jinglan Zhang, Hongxing Chang:
Corner Detection in Images Under Different Noise Levels. ICPR 2014: 906-911 - [c29]Yi Song, Shuxiao Li, Jinglan Zhang, Hongxing Chang:
Scale Adaptive Tracking Using Mean Shift and Efficient Feature Matching. ICPR 2014: 2233-2238 - [c28]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: 531-534 - [c27]Meriem Ferroudj, Anthony Truskinger
Detection of Rain in Acoustic Recordings of the Environment. PRICAI 2014: 104-116 - [i2]Amani K. Samha, Yuefeng Li, Jinglan Zhang:
Aspect-Based Opinion Extraction from Customer reviews. CoRR abs/1404.1982 (2014) - 2013
- [j3]Hao-Fan Yang
Reputation modelling in Citizen Science for environmental acoustic data analysis. Soc. Netw. Anal. Min. 3(3): 419-435 (2013) - [c26]Jinglan Zhang, Kai Huang, Mark Cottman-Fields
Managing and Analysing Big Audio Data for Environmental Monitoring. CSE 2013: 997-1004 - [c25]Xueyan Dong, Michael W. Towsey
A Novel Representation of Bioacoustic Events for Content-Based Search in Field Audio Data. DICTA 2013: 1-6 - [c24]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: 1519-1524 - [c23]Hao Shen, Shuxiao Li, Jinglan Zhang, Hongxing Chang:
Tracking-based moving object detection. ICIP 2013: 3093-3097 - [c22]Anthony Truskinger
Reconciling Folksonomic Tagging with Taxa for Bioacoustic Annotations. WISE (1) 2013: 292-305 - [i1]Andrew Trotman, Jinglan Zhang:
Future Web Growth and its Consequences for Web Search Architectures. CoRR abs/1307.1179 (2013) - 2012
- [c21]Jun Hou, Richi Nayak
Finding additional semantic entity information for search engines. ADCS 2012: 115-122 - [c20]Shufei Duan, Jinglan Zhang, Paul Roe, Michael W. Towsey, Lawrence Buckingham:
Timed and probabilistic automata for automatic animal Call Recognition. ICPR 2012: 2910-2913 - [c19]Chin Loong Law, Paul Roe, Jinglan Zhang:
Using mobile technology and augmented reality to increase data reliability for environmental assessment. OZCHI 2012: 327-330 - 2011
- [c18]Anthony Truskinger
Large Scale Participatory Acoustic Sensor Data Analysis: Tools and Reputation Models to Enhance Effectiveness. eScience 2011: 150-157 - [c17]Hao-Fan Yang
Using Reputation Management in Participatory Sensing for Data Classification. ANT/MobiWIS 2011: 190-197 - 2010
- [j2]Zhengrong Li, Yuee Liu, Rodney A. Walker, Ross Hayward, Jinglan Zhang:
Towards automatic power line detection for a UAV surveillance system using pulse coupled neural filter and an improved Hough transform. Mach. Vis. Appl. 21(5): 677-686 (2010) - [c16]Jun Hou, Jinglan Zhang, Richi Nayak
Semantics-Based Web Service Discovery Using Information Retrieval Techniques. INEX 2010: 336-346 - [c15]Yuee Liu, Jinglan Zhang, Dian Tjondronegoro
Mid-Level Concept Learning with Visual Contextual Ontologies and Probabilistic Inference for Image Annotation. MMM 2010: 229-239
2000 – 2009
- 2009
- [c14]Yuee Liu, Jinglan Zhang, Zhengrong Li, Dian Tjondronegoro
High-level concept annotation using ontology and probabilistic inference. ICIMCS 2009: 97-101 - [c13]Zhengrong Li, Ross Hayward, Jinglan Zhang, Yuee Liu, Rodney A. Walker:
Towards automatic tree crown detection and delineation in spectral feature space using PCNN and morphological reconstruction. ICIP 2009: 1705-1708 - [c12]Andrew Tan Siak Chuan, Jinglan Zhang:
Multi-edge decimation in multi-modal 3D collaborative applications. MoMM 2009: 88-94 - [c11]Siak Chuan Tan, Jinglan Zhang:
Dynamic lock synchronisation for collaborative 3D applications. MoMM 2009: 540-544 - 2008
- [c10]Zhengrong Li, Ross Hayward, Jinglan Zhang, Yuee Liu:
Individual Tree Crown Delineation Techniques for Vegetation Management in Power Line Corridor. DICTA 2008: 148-154 - [c9]Richard Mason, Paul Roe, Michael W. Towsey
Towards an Acoustic Environmental Observatory. eScience 2008: 135-142 - [c8]Andrew Tan, Binh Pham, Jinglan Zhang, Ross Brown:
A collaborative framework for simultaneous and seamless 3D graphics manipulation. MoMM 2008: 206-210 - 2007
- [c7]Siak Chuan Tan, Binh Pham, Jinglan Zhang, On Wong:
3D Scene Annotation for Efficient Rendering on Mobile Devices. DICTA 2007: 196-202 - [c6]Yue Liu, Jinglan Zhang, Dian Tjondronegoro
A Shape Ontology Framework for Bird Classification. DICTA 2007: 478-484 - [c5]Jinhai Cai, Dominic Ee, Andy Lau, Richard Mason, Binh Pham, Paul Roe, Jinglan Zhang, Stuart Gage:
Acoustic sensor networks for environmental monitoring. SenSys 2007: 391-392 - 2006
- [j1]Daniel Caldeweyher, Jinglan Zhang, Binh Pham:
OpenCIS - Open Source GIS-based web community information system. Int. J. Geogr. Inf. Sci. 20(8): 885-898 (2006) - [c4]Andy Lau, Dian Tjondronegoro, Jinglan Zhang, Shlomo Geva, Yue Liu:
Fusing Visual and Textual Retrieval Techniques to Effectively Search Large Collections of Wikipedia Images. INEX 2006: 345-357 - 2005
- [c3]Dian Tjondronegoro, Jinglan Zhang, Jinfeng Gu, Anthony N. Nguyen, Shlomo Geva:
Integrating Text Retrieval and Image Retrieval in XML Document Searching. INEX 2005: 511-524 - 2002
- [c2]Jinglan Zhang, Binh Pham, Yi-Ping Phoebe Chen:
Modelling and Indexing Fuzzy Complex Shapes. VDB 2002: 401-415 - 2001
- [c1]Jinglan Zhang, Binh Pham, Yi-Ping Phoebe Chen:
Fuzzy Genetic Algorithms Based on Level Interval Algorithm. FUZZ-IEEE 2001: 1424-1427
Coauthor Index
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