46. Information and Computing Sciences
| Title | 46. Information and Computing Sciences |
|---|---|
| Parent | ANZSRC Field of Research |
Latest research outputs
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University Life Online
Tweedale, Robyn, Rose, Yvonne, Jeffers, Marjorie and Sachdeva, Karanpal Singh. 2021. "University Life Online." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retallick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Preparing for Employment
Bartlett, Cristy. 2021. "Preparing for Employment." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retallick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Data revolution and statistics: reshaping society and science
Khan, Shahjahan and Memon, Muhammed Ashraf. 2021. "Data revolution and statistics: reshaping society and science." Hanif, Muhammad and Khan, Shahjahan (ed.) 18th International Conference on Statistical Sciences: Using Statistics for Sustainable Development Goals and Human Development. Lahore, Pakistan 18 - 20 Feb 2021 Lahore, Pakistan.Paper
A Novel Real-time Depth of Anaesthesia Monitoring Method using Detrended Fluctuation Analysis and ANN
Chen, Xing and Wen, Paul. 2020. "A Novel Real-time Depth of Anaesthesia Monitoring Method using Detrended Fluctuation Analysis and ANN." 2020 5th International Conference on Biomedical Signal and Image Processing (ICBIP 2020). Suzhou, China 21 - 23 Aug 2020 New York, United States. https://doi.org/10.1145/3417519.3419403Paper
A framework of developing health care application systems using 6LoWPAN based wireless sensor networks
Zhang, Zhongwei, Wang, Jianxiong and Hu, Xiaohua. 2020. "A framework of developing health care application systems using 6LoWPAN based wireless sensor networks." Ever, Enver and Al-Turjman, Fadi (ed.) 1st EAI International Conference on Forthcoming Networks and Sustainability in the IoT Era. Turkey 01 - 02 Oct 2020 Cham, Switzerland. https://doi.org/10.1007/978-3-030-69431-9_12Paper
Types of Assignments
Bartlett, Cristy and Derrington, Kate. 2021. "Types of Assignments." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retallick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Managing Assessment
Bartlett, Cristy, Derrington, Kate and Thangavelu, Anbarasu. 2021. "Managing Assessment." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retalick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Studying Maths
Frederiks, Anita and Sahay, Akshay. 2021. "Studying Maths." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retalick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Types of Exams
Frederiks, Anita, Derrington, Kate and Bartlett, Cristy. 2021. "Types of Exams." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retalick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Visualising the pandemic pivot: using evidence-based practice to capture and communicate an academic library’s COVID-19 response
Thorpe, Clare and Howlett, Alisa. 2021. "Visualising the pandemic pivot: using evidence-based practice to capture and communicate an academic library’s COVID-19 response." Journal of the Australian Library and Information Association. 70 (3), pp. 313-321. https://doi.org/10.1080/24750158.2021.1943772Article
Study Space
Hargreaves, Wendy. 2021. "Study Space." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retallick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
Inclusion in action
Andersen, Nikki. 2020. "Inclusion in action." CRIG Seminar 2020: Access, Equity and Inclusion. Bundoora, Australia 12 Nov 2020 Bundoora, Vic, Australia.Presentation
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data
Ahmed, A. A. Masrur, Deo, Ravinesh C., Raj, Nawin, Ghahramani, Afshin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data." Remote Sensing. 13 (4), pp. 1-30. https://doi.org/10.3390/rs13040554Article
Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities
Tao, Xiaohui, Shaik, Thanveer Basha, Higgins, Niall, Gururajan, Raj and Zhou, Xujuan. 2021. "Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities." Sensors. 21 (3), pp. 1-20. https://doi.org/10.3390/s21030776Article
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Raj, Nawin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios." Stochastic Environmental Research and Risk Assessment. 35, pp. 1851-1881. https://doi.org/10.1007/s00477-021-01969-3Article
A new framework for classification of multi-category hand grasps using EMG signals
Miften, Firas Sabar, Diykh, Mohammed, Abdulla, Shahab, Siuly, Siuly, Green, Jonathan H. and Deo, Ravinesh C.. 2021. "A new framework for classification of multi-category hand grasps using EMG signals." Artificial Intelligence in Medicine. 112, pp. 1-14. https://doi.org/10.1016/j.artmed.2020.102005Article
3D photogrammetric images to evaluate foot morphology and ankle kinematics during gait of Middle Eastern adults
Al-Kharaz, Ali Abdulmunim Ibrahim. 2021. 3D photogrammetric images to evaluate foot morphology and ankle kinematics during gait of Middle Eastern adults. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/6R0V-JM39PhD Thesis
Charge prediction modeling with interpretation enhancement driven by double-layer criminal system
Li, Lin, Zhao, Lingyun, Nai, Peiran and Tao, Xiaohui. 2022. "Charge prediction modeling with interpretation enhancement driven by double-layer criminal system." World Wide Web. 25 (1), pp. 381-400. https://doi.org/10.1007/s11280-021-00873-8Article
BDKM: A Blockchain‑Based Secure Deduplication Scheme with Reliable Key Management
Zhang, Guipeng, Xie, Haoran, Yang, Zhenguo, Tao, Xiaohui and Liu, Wenyin. 2022. "BDKM: A Blockchain‑Based Secure Deduplication Scheme with Reliable Key Management." Neural Processing Letters. 54, pp. 2657-2674. https://doi.org/10.1007/s11063-021-10450-9Article
Using back-and-forth translation to create artificial augmented textual data for sentiment analysis models
Body, Thomas, Tao, Xiaohui, Li, Yuefeng, Li, Lin and Zhong, Ning. 2021. "Using back-and-forth translation to create artificial augmented textual data for sentiment analysis models." Expert Systems with Applications. 178, pp. 1-12. https://doi.org/10.1016/j.eswa.2021.115033Article
Creation, Curation and Collaboration – a new framework for content management in academic libraries
Pearse, Tahnee. 2018. "Creation, Curation and Collaboration – a new framework for content management in academic libraries." VALA2018. Melbourne, Australia 13 - 15 Feb 2018Poster
SEECing a Solution: A recipe for the selection and evaluation of electronic content
Pearse, Tahnee and Hay, Catherine. 2019. "SEECing a Solution: A recipe for the selection and evaluation of electronic content." 2019 ALIA Information Online Conference. Sydney, Australia 11 - 15 Feb 2019Other
A textbook case in creating access
Pearse, Tahnee. 2020. "A textbook case in creating access." inCite. 41 (7/8), p. 34.Article
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2021. "Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity." Journal of Hydrology. 599, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2021.126350Article
Algorithms, human decision-making and predictive policing
Phillips, Peter J. and Pohl, Gabriela. 2021. "Algorithms, human decision-making and predictive policing." SN Social Sciences. 1 (5), pp. 1-21. https://doi.org/10.1007/s43545-021-00109-6Article
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models
Bayatvarkeshi, Maryam, Bhagat, Suraj Kumar, Mohammadi, Kourosh, Kisi, Ozgur, Farahani, M., Hasani, A., Deo, Ravinesh and Yaseen, Zaher Mundher. 2021. "Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models." Computers and Electronics in Agriculture. 185. https://doi.org/10.1016/j.compag.2021.106158Article
Automated major depressive disorder detection using melamine pattern with EEG signals
Aydemir, Emrah, Tuncer, Tucker, Dogan, Sengul, Gururajan, Raj and Acharya, U. Rajendra. 2021. "Automated major depressive disorder detection using melamine pattern with EEG signals." Applied Intelligence. 51, pp. 6449-6466. https://doi.org/10.1007/s10489-021-02426-yArticle
Older Adult Activity Study
Morrison, Ann. Older Adult Activity Study. Toowoomba. https://doi.org/10.26192/mm9r-e350Dataset
A Performance Measurement Framework for IT Service Management
Gacenga, Francis. A Performance Measurement Framework for IT Service Management. Springfield. https://doi.org/10.26192/jngt-yc63Dataset
Development Data of Mood Inference Engine
Rana, Rajib. Development Data of Mood Inference Engine. Springfield. https://doi.org/10.26192/PV1J-E485Dataset
Dustwatch Modelled Data Collection
Butler, Harry. Dustwatch Modelled Data Collection. Toowoomba. https://doi.org/10.26192/e007-gt53Dataset
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach
Koh, Joel En Wei, de Michele, Simona, Sudarshan, Vidya K., Jahmunah, V., Ciaccio, Edward J., Ooi, Chui Ping, Gururajan, Raj, Gururajan, Rashmi, Oh, Shu Lih, Lewis, Suzanne K., Green, Peter H., Bhagat, Govind and Acharya, U. Rajendra. 2021. "Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach." Computer Methods and Programs in Biomedicine. 203. https://doi.org/10.1016/j.cmpb.2021.106010Article
Assessing the United Nation’s Sustainable Development Goals in academic libraries
Thorpe, Clare and Gunton, Lyndelle. 2022. "Assessing the United Nation’s Sustainable Development Goals in academic libraries." Journal of Librarianship and Information Science. 54 (2), pp. 208-215. https://doi.org/10.1177/09610006211005528Article
Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images
Al-Shemarry, Meeras Salman Juwad. 2020. "Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images." IEEE Intelligent Informatics Bulletin. 20 (1), pp. 42-44.Article
Stakeholder security analysis - a new approach to security design with example application
Hadaad, Nabeel Mahdy Hadaad. 2020. Stakeholder security analysis - a new approach to security design with example application. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/05r4-0365PhD Thesis
Development and evaluation of data-driven models for electricity demand forecasting in Queensland, Australia
Kumie, Tobias. 2020. Development and evaluation of data-driven models for electricity demand forecasting in Queensland, Australia. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/tr73-nb90Masters Thesis
Towards a shared services model to support e-Government implementation in developing countries: findings from Liberia
Mensah, Ransford, Cater-Steel, Aileen and Toleman, Mark. 2020. "Towards a shared services model to support e-Government implementation in developing countries: findings from Liberia." 31st Australasian Conference on Information Systems (ACIS 2020). Wellington, New Zealand 01 - 04 Dec 2020 Sydney, Australia.Paper
Countering Intelligence Algorithms: Decision Theory, Design Choices and Counter-AI
Phillips, Peter J. and Pohl, Gabriela. 2021. "Countering Intelligence Algorithms: Decision Theory, Design Choices and Counter-AI." RUSI Journal. 165 (7), pp. 22-32. https://doi.org/10.1080/03071847.2021.1893126Article
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn W.. 2020. "Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition." 21st Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing (INTERSPEECH 2020). Shanghai, China 25 - 29 Oct 2020 France. https://doi.org/10.21437/Interspeech.2020-3190Paper
Augmenting Generative Adversarial Networks for Speech Emotion Recognition
Latif, Siddique, Asim, Muhammad, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Schuller, Bjorn W.. 2020. "Augmenting Generative Adversarial Networks for Speech Emotion Recognition." 21st Annual Conference of the International Speech Communication Association: Cognitive Intelligence for Speech Processing (INTERSPEECH 2020). Shanghai, China 25 - 29 Oct 2020 France. https://doi.org/10.21437/Interspeech.2020-3194Paper