Institute for Learning Sciences and Teacher Education (ILSTE)
| Type | Department |
|---|---|
| Faculty | Faculty of Education and Arts |
Latest research outputs
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Robust adaptive rescaled lncosh neural network regression toward time-series forecasting
Yang, Yang, Zhou, Hu, Wu, Jinran, Ding, Zhe, Tian, Yu-Chu, Yue, Dong and Wang, You-Gan. (2023). Robust adaptive rescaled lncosh neural network regression toward time-series forecasting. IEEE Transactions on Systems, Man and Cybernetics: Systems. 53(9), pp. 5658-5669. https://doi.org/10.1109/TSMC.2023.3272880Journal article
On the relationship between school mathematics and university mathematics : A comparison of three approaches
Scheiner, Thorsten and Bosch, Marianna. (2023). On the relationship between school mathematics and university mathematics : A comparison of three approaches. ZDM Mathematics Education. 55, pp. 767-778. https://doi.org/10.1007/s11858-023-01499-yJournal article
Shifting the ways prospective teachers frame and notice student mathematical thinking : From deficits to strengths
Scheiner, Thorsten. (2023). Shifting the ways prospective teachers frame and notice student mathematical thinking : From deficits to strengths. Educational Studies in Mathematics. pp. 1-27. https://doi.org/10.1007/s10649-023-10235-yJournal article
Methods and ethics in qualitative research exploring young children’s voice : A systematic review
Sun, Yihan, Blewitt, Claire, Edwards, Susan, Fraser, Alexandra, Newman, Shannon, Cornelius, Julia and Skouteris, Helen. (2023). Methods and ethics in qualitative research exploring young children’s voice : A systematic review. International Journal of Qualitative Methods. 22, pp. 1-15. https://doi.org/10.1177/16094069231152449Journal article
Problematizing the metaphors of unpacking, deconstructing, and decompressing mathematics
Scheiner, Thorsten and Bowers, David. (2023). Problematizing the metaphors of unpacking, deconstructing, and decompressing mathematics. For the Learning of Mathematics. 43(1), pp. 9-13.Journal article
A model for principals' STEM leadership capability
Geiger, Vince, Beswick, Kim, Fraser, Sharon and Holland-Twining, Ben. (2023). A model for principals' STEM leadership capability. British Educational Research Journal. pp. 1-25. https://doi.org/10.1002/berj.3873Journal article
Does one subgenome become dominant in the formation and evolution of a polyploid?
Liu, Chunji and Wang, You-Gan. (2023). Does one subgenome become dominant in the formation and evolution of a polyploid? Annals of Botany. 131(1), pp. 11-16. https://doi.org/10.1093/aob/mcac024Journal article
The impact of digital documentation platforms on early childhood educators’ work in Australia and New Zealand
Nuttall, Joce, Rooney, Tonya, Gunn, Alexandra C. and White, E. Jayne. (2023). The impact of digital documentation platforms on early childhood educators’ work in Australia and New Zealand. Technology, Pedagogy and Education. 32(2), pp. 257-273. https://doi.org/10.1080/1475939X.2023.2177720Journal article
Including visual representations within senior high school biology assessment : Considerations of grammatical complexity
Fenwick, Lisl and Unsworth, Len. (2023). Including visual representations within senior high school biology assessment : Considerations of grammatical complexity. Curriculum Journal. 34(3), pp. 412-436. https://doi.org/10.1002/curj.181Journal article
Educators’ experiences of pivoting online : Unearthing key learnings and insights for engaging students online
Brown, A., Lawrence, J., Foote, S., Cohen, J., Redmond, P., Stone, C., Kimber, M. and Henderson, R.. (2023). Educators’ experiences of pivoting online : Unearthing key learnings and insights for engaging students online. Higher Education Research and Development. 42(7), pp. 1593-1607. https://doi.org/10.1080/07294360.2022.2157798Journal article
Event-trigger-based fault-tolerant control of uncertain non-affine systems with predefined performance
Yang, Yang, Zhang, Yuwei, Wang, Zijin, Wu, Jinran and Si, Xuefeng. (2023). Event-trigger-based fault-tolerant control of uncertain non-affine systems with predefined performance. International Journal of Control, Automation and Systems. 21(2), pp. 519-535. https://doi.org/10.1007/s12555-021-1007-yJournal article
A novel deep learning framework with a COVID-19 adjustment for electricity demand forecasting
Cui, Zhesen, Wu, Jinran, Lian, Wei and Wang, You-Gan. (2023). A novel deep learning framework with a COVID-19 adjustment for electricity demand forecasting. Energy Reports. 9, pp. 1887-1895. https://doi.org/10.1016/j.egyr.2023.01.019Journal article
Will we ever teach mathematics again in the way we used to before the pandemic?
Engelbrecht, Johann, Borba, Marcelo C. and Kaiser, Gabriele Agnes Hildegard. (2023). Will we ever teach mathematics again in the way we used to before the pandemic? ZDM Mathematics Education. 55(1), pp. 1-16. https://doi.org/10.1007/s11858-022-01460-5Journal article
The reciprocal relationship among Chinese senior secondary students’ intrinsic and extrinsic motivation and cognitive engagement in learning mathematics : A three-wave longitudinal study
Zhang, Yongqiang, Yang, Xinrong, Sun, Xiaojian and Kaiser, Gabriele. (2023). The reciprocal relationship among Chinese senior secondary students’ intrinsic and extrinsic motivation and cognitive engagement in learning mathematics : A three-wave longitudinal study. ZDM Mathematics Education. 55(2), pp. 399-412. https://doi.org/10.1007/s11858-022-01465-0Journal article
Measuring teacher noticing : A scoping review of standardized instruments
Weyers, Jonas, König, Johannes, Santagata, Rossella, Scheiner, Thorsten and Kaiser, Gabriele. (2023). Measuring teacher noticing : A scoping review of standardized instruments. Teaching and Teacher Education. 122, p. Article 103970. https://doi.org/10.1016/j.tate.2022.103970Journal article
Smart glasses for 3D multimodal composition
Mills, Kathy A. and Brown, Alinta. (2023). Smart glasses for 3D multimodal composition. Learning, Media and Technology. pp. 1-22. https://doi.org/10.1080/17439884.2023.2207142Journal article
Visualization type and frequency in final year high school science examinations
Unsworth, Len and Herrington, Michele. (2023). Visualization type and frequency in final year high school science examinations. Research in Science Education. 53(4), pp. 707-725. https://doi.org/10.1007/s11165-022-10094-2Journal article
QQLMPA : A quasi-opposition learning and Q-learning based marine predators algorithm
Zhao, Shangrui, Wu, Yulu, Tan, Shuang, Wu, Jinran, Cui, Zhesen and Wang, You-Gan. (2023). QQLMPA : A quasi-opposition learning and Q-learning based marine predators algorithm. Expert Systems with Applications. 213(Part C), p. Article 119246. https://doi.org/10.1016/j.eswa.2022.119246Journal article
Accelerated computation of the genetic algorithm for energy-efficient virtual machine placement in data centers
Ding, Zhe, Tian, Yu-Chu, Wang, You-Gan, Zhang, Wei-Zhe and Yu, Zu-Guo. (2023). Accelerated computation of the genetic algorithm for energy-efficient virtual machine placement in data centers. Neural Computing and Applications. 35(7), pp. 5421-5436. https://doi.org/10.1007/s00521-022-07941-8Journal article
Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method
Tian, Zhuangcai, Liu, Hanlu, Zhang, Shaotong, Wu, Jinran and Tian, Jiahao. (2023). Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method. Marine Georesources and Geotechnology. 41(2), pp. 221-232. https://doi.org/10.1080/1064119X.2022.2136045Journal article
Scaling up early language intervention in educational settings : First steps matter
Ramacciotti, Mirela, Sousa, Helena, Silveira, Heloisa, Hulme, Charles, Snowling, Margaret, Newbury, Dianne and Puglisi, Marina. (2023). Scaling up early language intervention in educational settings : First steps matter. Oxford Review of Education. 49(1), pp. 29-47. https://doi.org/10.1080/03054985.2022.2088488Journal article
Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification
Hu, Shuwen, Wang, You-Gan, Drovandi, Christopher and Cao, Taoyun. (2023). Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification. Statistical Methods and Applications. 32(2), pp. 681-711. https://doi.org/10.1007/s10260-022-00658-xJournal article
Patterns of students' collaborations by variations in their learning orientations in blended course designs: How is it associated with academic achievement?
Han, Feifei, Ellis, Robert and Guan, Enjing. (2023). Patterns of students' collaborations by variations in their learning orientations in blended course designs: How is it associated with academic achievement? Journal of Computer Assisted Learning. 39(1), pp. 286-299. https://doi.org/10.1111/jcal.12747Journal article
A working likelihood approach to support vector regression with a data-driven insensitivity parameter
Wu, Jinran and Wang, You-Gan. (2023). A working likelihood approach to support vector regression with a data-driven insensitivity parameter. International Journal of Machine Learning and Cybernetics. 14(3), pp. 929-945. https://doi.org/10.1007/s13042-022-01672-xJournal article
An integrated federated learning algorithm for short-term load forecasting
Yang, Yang, Wang, Zijin, Zhao, Shangrui and Wu, Jinran. (2023). An integrated federated learning algorithm for short-term load forecasting. Electric Power Systems Research. 214, p. Article 108830. https://doi.org/10.1016/j.epsr.2022.108830Journal article
Perspectives of play and play-based learning : What do adults think play is?
McLean, Karen, Lake, Gillian, Wild, Mary, Licandro, Ulla and Evangelou, Maria. (2023). Perspectives of play and play-based learning : What do adults think play is? Australasian Journal of Early Childhood. 48(1), pp. 5-17. https://doi.org/10.1177/18369391221130790Journal article
Playgroup families’ experiences of play-based remote learning
Minson, Victoria and McLean, Karen. (2023). Playgroup families’ experiences of play-based remote learning. Australasian Journal of Early Childhood. 48(2), pp. 117-133. https://doi.org/10.1177/18369391221139316Journal article
Investigating teachers' job satisfaction, stress and working environment : The roles of self-efficacy and school leadership
Jentsch, Armin, Hoferichter, Frances, Blömeke, Sigrid, König, Johannes and Kaiser, Gabriele. (2023). Investigating teachers' job satisfaction, stress and working environment : The roles of self-efficacy and school leadership. Psychology in the Schools. 60(3), pp. 679-690. https://doi.org/10.1002/pits.22788Journal article
A new algorithm for support vector regression with automatic selection of hyperparameters
Wang, You-Gan, Wu, Jinran, Hu, Zhi-Hua and McLachlan, Geoffrey J.. (2023). A new algorithm for support vector regression with automatic selection of hyperparameters. Pattern Recognition. 133, p. Article 108989. https://doi.org/10.1016/j.patcog.2022.108989Journal article
The relations between self-reported perceptions of learning environment, observational learning strategies, and academic outcome
Han, Feifei and Ellis, Robert A.. (2023). The relations between self-reported perceptions of learning environment, observational learning strategies, and academic outcome. Journal of Computing in Higher Education. 35, pp. 111-125. https://doi.org/10.1007/s12528-022-09333-2Journal article
A hybrid deep learning framework for air quality prediction with spatial autocorrelation during the COVID‑19 pandemic
Zhao, Zixi, Wu, Jinran, Cai, Fengjing, Zhang, Shaotong and Wang, You-Gan. (2023). A hybrid deep learning framework for air quality prediction with spatial autocorrelation during the COVID‑19 pandemic. Scientific Reports. 13(1), pp. 1-17. https://doi.org/10.1038/s41598-023-28287-8Journal article
Special and general education teachers’ beliefs about writing and writing instruction
Graham, Steve, Collins, Alyson A. and Ciullo, Stephen. (2023). Special and general education teachers’ beliefs about writing and writing instruction. Journal of Learning Disabilities. 56(3), pp. 163-179. https://doi.org/10.1177/00222194221092156Journal article
Australian policy on international students : Pivoting towards discourses of diversity?
Hong, Min, Lingard, Bob and Hardy, Ian. (2023). Australian policy on international students : Pivoting towards discourses of diversity? The Australian Educational Researcher. 50(3), pp. 881-902. https://doi.org/10.1007/s13384-022-00532-5Journal article
How are examinations inclusive for students with disabilities in higher education? A sociomaterial analysis
Tai, Joanna, Mahoney, Paige, Ajjawi, Rola, Bearman, Margaret, Dargusch, Joanne, Dracup, Mary and Harris, Lois. (2023). How are examinations inclusive for students with disabilities in higher education? A sociomaterial analysis. Assessment and Evaluation in Higher Education. 48(3), pp. 390-402. https://doi.org/10.1080/02602938.2022.2077910Journal article
Low socioeconomic status students transitioning from Vocational Education and Training (VET) to university : Examining definitions of success
Vanderburg, Robert, Harris, Lois, Dargusch, Joanne and Richardson, Susan. (2023). Low socioeconomic status students transitioning from Vocational Education and Training (VET) to university : Examining definitions of success. Higher Education Research and Development. 42(3), pp. 742-756. https://doi.org/10.1080/07294360.2022.2089098Journal article
The Triple-S framework: ensuring scalable, sustainable, and serviceable practices in educational technology
Moro, Christian, Mills, Kathy A., Phelps, Charlotte and Birt, James. (2023). The Triple-S framework: ensuring scalable, sustainable, and serviceable practices in educational technology. International Journal of Educational Technology in Higher Education. 20(7), pp. 1-15. https://doi.org/10.1186/s41239-022-00378-yJournal article
Characterizing trajectories of anxiety, depression, and criminaloffending in male adolescents over the 5 years following their first arrest
Baker, Amanda E., Padgaonkar, Namita Tanya, Galván, Adriana, Frick, Paul J., Steinberg, Laurence and Cauffman, Elizabeth. (2023). Characterizing trajectories of anxiety, depression, and criminaloffending in male adolescents over the 5 years following their first arrest. Development and Psychopathology. 35(2), pp. 570-586. https://doi.org/10.1017/S0954579421001723Journal article
Platforms, profits and PISA for schools : New actors, by-passes and topological spaces in global educational governance
Lewis, Steven and Lingard, Bob. (2023). Platforms, profits and PISA for schools : New actors, by-passes and topological spaces in global educational governance. Comparative Education. 59(1), pp. 99-117. https://doi.org/10.1080/03050068.2022.2145006Journal article
‘Out of time’ : Constructing teacher professionality as a perpetual project on the eTwinning digital platform
Lewis, Steven and Decuypere, Mathias. (2023). ‘Out of time’ : Constructing teacher professionality as a perpetual project on the eTwinning digital platform. Tertium Comparationis. 29(1), pp. 22-47. https://doi.org/10.31244/tc.2023.01.02Journal article
Technical agonism : Embracing democratic dissensus in the datafication of education
Holloway, Jessica, Lewis, Steven and Langman, Sarah. (2023). Technical agonism : Embracing democratic dissensus in the datafication of education. Learning, Media and Technology. 48(2), pp. 253-265. https://doi.org/10.1080/17439884.2022.2160987Journal article
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