46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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A new nested ensemble technique for automated diagnosis of breast cancer
Abdar, Moloud, Zomorodi-Moghadam, Mariam, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Barua, Prabal D. and Gururajan, Rashmi. 2020. "A new nested ensemble technique for automated diagnosis of breast cancer." Pattern Recognition Letters. https://doi.org/10.1016/j.patrec.2018.11.004Article
Evidence-based practice: evaluating our collections and services
Thorpe, Clare. 2018. "Evidence-based practice: evaluating our collections and services." 33rd Annual Australian and New Zealand Theological Library Association Conference - Connecting: People, Ideas, Learning. Brisbane, Australia 12 - 14 Jul 2018Presentation
Special issue on service-oriented collaborative computing and applications
Yong, Jianming, Fortino, Giancarlo, Shen, Weiming, Yang, Yun, Chao, Kuo-Ming and van der Aalst, Wil. 2018. "Special issue on service-oriented collaborative computing and applications." IEEE Transactions on Services Computing. 11 (2), pp. 277-278. https://doi.org/10.1109/TSC.2017.2764559Editorial
MLaaS: a cloud-based system for delivering adaptive micro learning in mobile MOOC learning
Sun, Geng, Cui, Tingru, Yong, Jianming, Shen, Jun and Chen, Shiping. 2018. "MLaaS: a cloud-based system for delivering adaptive micro learning in mobile MOOC learning." IEEE Transactions on Services Computing. 11 (2), pp. 292-305. https://doi.org/10.1109/TSC.2015.2473854Article
Cloud service description model: an extension of USDL for cloud services
Sun, Le, Ma, Jiangan, Wang, Hua, Zhang, Yanchun and Yong, Jianming. 2018. "Cloud service description model: an extension of USDL for cloud services." IEEE Transactions on Services Computing. 11 (2), pp. 354-368. https://doi.org/10.1109/TSC.2015.2474386Article
Logic connectives of complex fuzzy sets
Ngan, Tran Thi, Lan, Luong Thi Hong, Ali, Mumtaz, Tamir, Dan, Son, Le Hoang, Tuan, Tran Manh, Rishe, Naphtali and Kandel, Abe. 2018. "Logic connectives of complex fuzzy sets." Romanian Journal of Information Science and Technology. 21 (4), pp. 344-357.Article
On relational learning and discovery in social networks: a survey
Zhang, Ji, Tan, Leonard and Tao, Xiaohui. 2018. "On relational learning and discovery in social networks: a survey." International Journal of Machine Learning and Cybernetics. 10 (8), pp. 2085-2102. https://doi.org/10.1007/s13042-018-0823-8Article
Trustworthy service composition with secure data transmission in sensor networks
Zhang, Tao, Zheng, Lele, Wang, Yongzhi, Shen, Yulong, Xi, Ning, Ma, Jianfeng and Yong, Jianming. 2018. "Trustworthy service composition with secure data transmission in sensor networks." World Wide Web. 21 (1), pp. 185-200. https://doi.org/10.1007/s11280-017-0465-xArticle
A novel approach for fuzzy clustering based on neutrosophic association matrix
Long, Hoang Viet, Ali, Mumtaz, Son, Le Hoang, Khan, Mohsin and Tu, Doan Ngoc. 2019. "A novel approach for fuzzy clustering based on neutrosophic association matrix." Computers and Industrial Engineering. 127, pp. 687-697. https://doi.org/10.1016/j.cie.2018.11.007Article
Towards a taxonomy of process quality characteristics for assessment
Shrestha, Anup. 2018. "Towards a taxonomy of process quality characteristics for assessment." Stamelos, Ioannis, O'Connor, Rory V., Rout, Terry and Dorling, Alec (ed.) 18th International Conference on Software Process Improvement and Capability Determination (SPICE 2018). Thessaloniki, Greece 09 - 10 Oct 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-030-00623-5_4Paper
New Soft Set Based Class of Linear Algebraic Codes
Ali, Mumtaz, Khan, Huma, Son, Le Hoang, Smarandache, Florentin and Kandasamy, W. B. Vasantha. 2018. "New Soft Set Based Class of Linear Algebraic Codes." Symmetry. 10 (10), pp. 1-10. https://doi.org/10.3390/sym10100510Article
H-max distance measure of intuitionistic fuzzy sets in decision making
Ngan, Roan Thi, Son, Le Hoang, Cuong, Bui Cong and Ali, Mumtaz. 2018. "H-max distance measure of intuitionistic fuzzy sets in decision making." Applied Soft Computing. 69, pp. 393-425. https://doi.org/10.1016/j.asoc.2018.04.036Article
Phonocardiographic sensing using deep learning for abnormal heartbeat detection
Latif, Siddique, Usman, Muhammad, Rana, Rajib and Qadir, Junaid. 2018. "Phonocardiographic sensing using deep learning for abnormal heartbeat detection." IEEE Sensors Journal. 18 (22), pp. 9393-9400. https://doi.org/10.1109/JSEN.2018.2870759Article
Big data analytics architecture design — An application in manufacturing systems
Fahmideh, Mahdi and Beydoun, Ghassan. 2019. "Big data analytics architecture design — An application in manufacturing systems." Computers and Industrial Engineering. 128, pp. 948-963. https://doi.org/10.1016/j.cie.2018.08.004Article
Understanding the legal information experience of non-lawyers: lessons from the family law context
Crowe, Jonathan, Field, Rachael, Toohey, Lisa, Partridge, Helen and McAllister, Lynn. 2018. "Understanding the legal information experience of non-lawyers: lessons from the family law context." Journal of Judicial Administration. 27 (4), pp. 137-147.Article
Drug prescription support in dental clinics through drug corpus mining
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Zhang, Wenping and Xie, Haoran. 2018. "Drug prescription support in dental clinics through drug corpus mining." International Journal of Data Science and Analytics. 6 (4), pp. 341-349. https://doi.org/10.1007/s41060-018-0149-3Article
Epileptic seizures detection in EEGs blending frequency domain with information gain technique
Al Ghayab, Hadi Ratham, Li, Yan, Siuly, Siuly and Abdulla, Shahab. 2019. "Epileptic seizures detection in EEGs blending frequency domain with information gain technique." Soft Computing. 23 (1), pp. 227-239. https://doi.org/10.1007/s00500-018-3487-0Article
Machine vision tracking of water advance in cotton surface irrigation with an unmanned aerial system
Long, Derek. 2018. Machine vision tracking of water advance in cotton surface irrigation with an unmanned aerial system. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f643ba5ce22bPhD Thesis
Particle swarm optimized–support vector regression hybrid model for daily horizon electricity demand forecasting using climate dataset
Al-Musaylh, Mohanad S., Deo, Ravinesh C. and Li, Yan. 2018. "Particle swarm optimized–support vector regression hybrid model for daily horizon electricity demand forecasting using climate dataset." Huang, Q. and Kolhe, M. (ed.) 3rd International Conference on Power and Renewable Energy (ICPRE 2018). Berlin, Germany 21 - 24 Sep 2018 Germany. https://doi.org/10.1051/e3sconf/20186408001Paper
Using crop growth model stress covariates and AMMI decomposition to better predict genotype by environment interactions
Rincent, R., Malosetti, M., Collins, B., Ababaei, B., Touzy, G., Mini, A., Bogard, M., Martre, P., Le Gouis, J. and van Eeuwijk, F.. 2019. "Using crop growth model stress covariates and AMMI decomposition to better predict genotype by environment interactions." Theoretical and Applied Genetics: international journal of plant breeding research. 132 (12), pp. 3399-3411. https://doi.org/10.1007/s00122-019-03432-yArticle
The sixth visual object tracking vot2018 challenge results
Kristan, Matej, Leonardis, Ales, Matas, Jiří, Felsberg, Michael, Pflugfelder, Roman, Zajc, Luka Čehovin, Vojír̃, Tomáš, Bhat, Goutam, Lukežič, Alan, Eldesokey, Abdelrahman, Fernández, Gustavo, García-Martín, Álvaro, Iglesias-Arias, Álvaro, Alatan, A. Aydin, González-García, Abel, Petrosino, Alfredo, Memarmoghadam, Alireza, Vedaldi, Andrea, Muhič, Andrej, ..., He, Zhiqun. 2019. "The sixth visual object tracking vot2018 challenge results." European Conference on Computer Vision 2018 Workshops. Munich, Germany 09 - 14 Sep 2018 Germany. Springer. https://doi.org/10.1007/978-3-030-11009-3_1Paper
Visdrone-sot2018: The vision meets drone single-object tracking challenge results
Wen, Longyin, Zhu, Pengfei, Du, Dawei, Bian, Xiao, Ling, Haibin, Hu, Qinghua, Liu, Chenfeng, Cheng, Hao, Liu, Xiaoyu, Ma, Wenya, Nie, Qinqin, Wu, Haotian, Wang, Lianjie, Perera, Asanka G., Zhang, Baochang, Heo, Byeongho, Liu, Chunlei, Li, Dongdong, Michail, Emmanouil, ..., He, Zhiqun. 2019. "Visdrone-sot2018: The vision meets drone single-object tracking challenge results." European Conference on Computer Vision 2018 Workshops. Munich, Germany 09 - 14 Sep 2018 Germany. Springer. https://doi.org/10.1007/978-3-030-11021-5_28Paper
Correlate Influential News Article Events to Stock Quote Movement
Mandalapu, Arun Chaitanya, Gunabalan, Saranya, Sadineni, Avinash, Cai, Taotao, Hasan, Nur Al Hasan and Li, Jianxin. 2019. "Correlate Influential News Article Events to Stock Quote Movement ." Li, Jianxin, Wang, Sen, Qin, Shaowen, Li, Xue and Wang, Shuliang (ed.) 15th International Conference on Advanced Data Mining and Applications. Dalian, China 21 - 23 Nov 2019 Switzerland. Springer. https://doi.org/10.1007/978-3-030-35231-8_24Paper
An End-to-End Hierarchical Classification Approach for Similar Gesture Recognition
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2019. "An End-to-End Hierarchical Classification Approach for Similar Gesture Recognition." 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). Auckland, New Zealand 19 - 21 Nov 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IVCNZ.2018.8634660Paper
Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos
Wu, Di, Sharma, Nabin and Blumenstein, Michael. 2019. "Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos." 2018 Digital Image Computing: Techniques and Applications (DICTA). Canberra, Australia 10 - 13 Dec 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/DICTA.2018.8615804Paper
Adversarial action data augmentation for similar gesture action recognition
Wu, Di, Chen, Junjun, Sharma, Nabin, Pan, Shirui, Long, Guodong and Blumenstein, Michael. 2019. "Adversarial action data augmentation for similar gesture action recognition." 2019 International Joint Conference on Neural Networks (IJCNN). Budapest, Hungary 14 - 19 Jul 2019 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN.2019.8851993Paper
Feature-dependent graph convolutional autoencoders with adversarial training methods
Wu, Di, Hu, Ruiqi, Zheng, Yu, Jiang, Jing, Sharma, Nabin and Blumenstein, Michael. 2019. "Feature-dependent graph convolutional autoencoders with adversarial training methods." 2019 International Joint Conference on Neural Networks (IJCNN). Budapest, Hungary 14 - 19 Jul 2019 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN.2019.8852314Paper
Poisoning attack in federated learning using generative adversarial nets
Zhang, Jiale, Chen, Junjun, Wu, Di, Chen, Bing and Yu, Shui. 2019. "Poisoning attack in federated learning using generative adversarial nets." 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE). Rotorua, New Zealand 05 - 08 Aug 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/TrustCom/BigDataSE.2019.00057Paper
Network anomaly detection by using a time-decay closed frequent pattern
Zhao, Ying, Chen, Junjun, Wu, Di, Teng, Jian, Sharma, Nabin, Sajjanhar, Atul and Blumenstein, Michael. 2019. "Network anomaly detection by using a time-decay closed frequent pattern." Information (Basel). 10 (8). https://doi.org/10.3390/info10080262Article
Multi-task network anomaly detection using federated learning
Zhao, Ying, Chen, Junjun, Wu, Di, Teng, Jian and Yu, Shui. 2019. "Multi-task network anomaly detection using federated learning." 10th international symposium on information and communication technology (SoICT 2019). Hanoi, Viet Nam 04 - 06 Dec 2019 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3368926.3369705Paper
Information Experience: A Domain and Object of Study
Maybee, Clarence, Abdi, Elham Sayyad, Davis, Kate and Conrad, Lettie. 2019. "Information Experience: A Domain and Object of Study." 82nd Association for Information Science and Technology Annual Meeting: Information...Anyone, Anywhere, Any Time, Any Way. Melbourne, Australia 19 - 23 Oct 2019 United States. John Wiley & Sons. https://doi.org/10.1002/pra2.88Paper
A Critical Analysis of ECG-Based Key Distribution for Securing Wearable and Implantable Medical Devices
Zheng, Guanglou, Shankaran, Rajan, Yang Wencheng, Valli, Craig, Qiao, Li, Orgun, Mehmet A. and Mukhopadhyay, Subhas Chandra. 2019. "A Critical Analysis of ECG-Based Key Distribution for Securing Wearable and Implantable Medical Devices." IEEE Sensors Journal. 19 (3), pp. 1186-1198. https://doi.org/10.1109/JSEN.2018.2879929Article
Open Data, Materials and Code Introduction
Gacenga, Francis, Sparks, Adam and Del Ponte, Emerson M.. 2019. "Open Data, Materials and Code Introduction." Panczack, R., Gacenga, F., Sparks, A., King, R., Baker, P., Li, L., Schnyder, N., Lim, C. and Vickers-Jones, R. (ed.) Re:Produce Workshop - A Theo Murphy Initiative. Brisbane, Australia 10 - 11 Dec 2019 Australia. https://doi.org/10.17605/OSF.IO/XQ7C5Presentation
A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779Paper
Power System Disturbance Localization Using Recurrence Quantification Analysis And Minimum-volume-enclosing Ellipsoid: US 10371740 B2
Cui, Yi, Bai, Feifei, Yao, Wenxuan, Liu, Yong, Wu, Ling and Liu, Yilu. 2019. Power System Disturbance Localization Using Recurrence Quantification Analysis And Minimum-volume-enclosing Ellipsoid: US 10371740 B2. 10371740Patent
Estimation and application of social network behaviour from network traffic
Albdair, Mostfa Mohsin. 2018. Estimation and application of social network behaviour from network traffic. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5f62f10677b5ePhD Thesis
Design and implementation of a hybrid MLP-GSA model with multilayer perceptron-gravitational search algorithm for monthly lake water level forecasting
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Karimi, Vahid, Kashani, Mahsa H. and Ghorbani, Shahryar. 2018. "Design and implementation of a hybrid MLP-GSA model with multilayer perceptron-gravitational search algorithm for monthly lake water level forecasting." Stochastic Environmental Research and Risk Assessment. 33 (1), pp. 125-147. https://doi.org/10.1007/s00477-018-1630-1Article
A systematic literature mapping to investigate the role of IT in knowledge stock and transfer
Pant, Aastha, Shrestha, Anup, Kong, Eric and Ally, Mustafa. 2018. "A systematic literature mapping to investigate the role of IT in knowledge stock and transfer." Tanabu, Motonari and Senoo, Dai (ed.) 22nd Pacific Asia Conference on Information Systems (PACIS 2018). Yokohama, Japan 26 - 30 Jun 2018Paper
The phenomenon of P3 community for IT support: a crowd-support case study
Cater-Steel, Aileen, Rajaeian, Mohammad Mehdi, Toleman, Mark and Troup, Duncan. 2017. "The phenomenon of P3 community for IT support: a crowd-support case study." 2017 International Conference on Information Resources Management: Democratization and Participation: People's Roles in Digital World (CONNF-IRM 2017). Santiago, Chile 17 - 19 May 2017Paper
ICT skill frameworks: do they achieve their goals and users’ expectations?
Brown, Jason and Parr, Alan. 2018. "ICT skill frameworks: do they achieve their goals and users’ expectations?" Advanced Journal of Professional Practice. 1 (2), pp. 38-47.Article