quasi-experiments
Liu T, Ungar L, Kording K.
GSID: DAd4otAxAukJ
T Liu, L Ungar, K Kording - Nature Computational Science, 2021 - nature.com
… Furthermore, we can combine these causal estimates from quasi-experiments with other data to improve performance on tasks across ML. For … Combining quasi-experiments and their unbiased causal estimates with more flexible and powerful ML methods promises meaningful …
Cite
Liu, T., Ungar, L., & Kording, K. (2021). Quantifying causality in data science with quasi-experiments. Nature Computational Science, 1(1), 24-32.
Liu, Tony, Lyle Ungar, and Konrad Kording. "Quantifying causality in data science with quasi-experiments." Nature Computational Science 1.1 (2021): 24-32.
Copy
Download .nbib
socioeconomic status & related terms (e.g., low income)
Ma X, Bell BA, Liu J, White K.
GSID: eqvE1u8JAhIJ
X Ma, PA Sharpe, BA Bell, J Liu, K White… - Journal of the Academy of …, 2018 - Elsevier
… in low-income areas. The patterns were also characterized by socioeconomic status and … real food shopping behaviors in terms of individual attributes; for example, the actual travel …
Cite
Ma, X., Sharpe, P. A., Bell, B. A., Liu, J., White, K., & Liese, A. D. (2018). Food acquisition and shopping patterns among residents of low-income and low-access communities in South Carolina. Journal of the Academy of Nutrition and Dietetics, 118(10), 1844-1854.
Ma, Xiaonan, et al. "Food acquisition and shopping patterns among residents of low-income and low-access communities in South Carolina." Journal of the Academy of Nutrition and Dietetics 118.10 (2018): 1844-1854.
Copy
Download .nbib
middle school
Liu M.
GSID: lYi5Viu-4tMJ
M Liu, YP Hsiao - Journal of interactive learning research, 2002 - learntechlib.org
… multimedia designers on middle school students’ learning of … of cognitive skills for the middle school students and actively … However, sustaining these middle school students’ motiva…
Cite
Liu, M., & Hsiao, Y. P. (2002). Middle school students as multimedia designers: A project-based learning approach. Journal of interactive learning research, 13(4), 311-337.
Liu, Min, and Yu-Ping Hsiao. "Middle school students as multimedia designers: A project-based learning approach." Journal of interactive learning research 13.4 (2002): 311-337.
Copy
Download .nbib
field stations
Hu M, Liu M.
GSID: -MAQ_gxP0DMJ
M Hu, M Liu, D You, Y Zhang - Journal of Wind Engineering and Industrial …, 2020 - Elsevier
Unorganized ventilation significantly increases the energy consumption of subway stations. Many factors affect unorganized ventilation, and its variation is still not clear. This study …
Cite
Hu, M., Liu, M., You, D., & Zhang, Y. (2020). Influence of train arrival characteristics on unorganized ventilation in underground subway station with platform screen doors. Journal of Wind Engineering and Industrial Aerodynamics, 198, 104089.
Hu, Mengqiang, et al. "Influence of train arrival characteristics on unorganized ventilation in underground subway station with platform screen doors." Journal of Wind Engineering and Industrial Aerodynamics 198 (2020): 104089.
Copy
Download .nbib
Science teachers
Kang J, Liu M.
GSID: N5jgVHHIfj8J
M Liu, L Horton, J Lee, J Kang… - … Journal of Problem …, 2014 - scholarworks.iu.edu
This paper describes the design and development process used to create Alien Rescue, a multimedia-enhanced learning environment that supports problem-based learning (PBL) in …
Cite
Liu, M., Horton, L., Lee, J., Kang, J., Rosenblum, J., O’Hair, M., & Lu, C. W. (2014). Creating a multimedia enhanced problem-based learning environment for middle school science: Voices from the developers. Interdisciplinary Journal of Problem-Based Learning, 8(1), 80-91.
Liu, Min, et al. "Creating a multimedia enhanced problem-based learning environment for middle school science: Voices from the developers." Interdisciplinary Journal of Problem-Based Learning 8.1 (2014): 80-91.
Copy
Download .nbib
Stem education interventions
Liu P, Liu S, Wang M.
GSID: M_h8hrfdGgsJ
S Liu, P Liu, M Wang, B Zhang - Journal of Applied Psychology, 2021 - psycnet.apa.org
This meta-analytic review examined the effectiveness of stereotype threat interventions (STIs). Integrating the identity engagement model (Cohen, Purdie-Vaughns, & Garcia, 2012) with the process model of stereotype threat (Schmader, Johns, & Forbes, 2008), we categorized STIs into 3 types:...
Cite
Liu, S., Liu, P., Wang, M., & Zhang, B. (2021). Effectiveness of stereotype threat interventions: A meta-analytic review. Journal of Applied Psychology, 106(6), 921.
Liu, Songqi, et al. "Effectiveness of stereotype threat interventions: A meta-analytic review." Journal of Applied Psychology 106.6 (2021): 921.
Copy
Download .nbib
stereotype threat
Liu P.
GSID: T-Eg4-ZpHQsJ
P Liu, F Zhao, B Zhang, Q Dang - The Journal of Psychology, 2017 - Taylor & Francis
… stereotype threat. These results support an active-self account and the efficacy of stereotype threat … real situations to help the elderly alleviate stereotype threats and memory impairment. …
Cite
Liu, P., Zhao, F., Zhang, B., & Dang, Q. (2017). Small change makes a big splash: The role of working self-concept in the effects of stereotype threat on memory. The Journal of Psychology, 151(7), 613-631.
Liu, Pei, et al. "Small change makes a big splash: The role of working self-concept in the effects of stereotype threat on memory." The Journal of Psychology 151.7 (2017): 613-631.
Copy
Download .nbib
Science and underrepresented
Che Y, Deng Y, Liu L, Yang Y, Zhang AN.
GSID: _2U0WZ1RB1oJ
Y Yang, AN Zhang, Y Che, L Liu, Y Deng… - Science of The Total …, 2021 - Elsevier
Class 1 integrons (CL1s) are one of the major contributors to the horizontal transfer of antibiotic resistance genes (ARGs). However, our knowledge of CL1 in the environment is still very …
Cite
Yang, Y., Zhang, A. N., Che, Y., Liu, L., Deng, Y., & Zhang, T. (2021). Underrepresented high diversity of class 1 integrons in the environment uncovered by PacBio sequencing using a new primer. Science of The Total Environment, 787, 147611.
Yang, Yu, et al. "Underrepresented high diversity of class 1 integrons in the environment uncovered by PacBio sequencing using a new primer." Science of The Total Environment 787 (2021): 147611.
Copy
Download .nbib
Build and Broaden 3.0 AND Program Evaluation
Liu H, Morstatter F, Wu L.
GSID: QTi3vpkKVhIJ
L Wu, F Morstatter, H Liu - Language Resources and Evaluation, 2018 - Springer
Sentiment information about social media posts is increasingly considered an important resource for customer segmentation, market understanding, and tackling other socio-economic issues. However, sentiment in social media is difficult to measure since user-generated content is usually short and informal....
Cite
Wu, L., Morstatter, F., & Liu, H. (2018). SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification. Language Resources and Evaluation, 52(3), 839-852.
Wu, Liang, Fred Morstatter, and Huan Liu. "SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification." Language Resources and Evaluation 52.3 (2018): 839-852.
Copy
Download .nbib
after-school settings
Liu J.
GSID: 9AINhNWepyIJ
SM Yu, MH Newport‐Berra, J Liu - Journal of school health, 2015 - Wiley Online Library
ABSTRACT BACKGROUND Structured out‐of‐school time (OST) activities are associated with positive academic and psychosocial outcomes. METHODS Data came from the 2007 …
Cite
Yu, S. M., Newport‐Berra, M., & Liu, J. (2015). Out‐of‐school time activity participation among US‐Immigrant youth. Journal of school health, 85(5), 281-288.
Yu, Stella M., McHale Newport‐Berra, and Jihong Liu. "Out‐of‐school time activity participation among US‐Immigrant youth." Journal of school health 85.5 (2015): 281-288.
Copy
Download .nbib
k-12
Liu M, Scordino R.
GSID: p2FdJihDY8gJ
M Liu, R Scordino, R Geurtz, C Navarrete… - Journal of research …, 2014 - Taylor & Francis
… The purpose of this literature review is to examine data-based studies published on mobile learning in K–12 from 2007 to the present. In total, 63 studies from 15 refereed journals were selected for analysis. The findings are organized...
Cite
Liu, M., Scordino, R., Geurtz, R., Navarrete, C., Ko, Y., & Lim, M. (2014). A look at research on mobile learning in K–12 education from 2007 to the present. Journal of research on Technology in Education, 46(4), 325-372.
Liu, Min, et al. "A look at research on mobile learning in K–12 education from 2007 to the present." Journal of research on Technology in Education 46.4 (2014): 325-372.
Copy
Download .nbib
Asset based approaches STEM training
Dong S, Liu F, You C, Zhao R.
GSID: GSlCo4iKdo4J
C You, R Zhao, F Liu, S Dong… - Advances in …, 2022 - proceedings.neurips.cc
… Such a convolutional stem setting provides two advantages: (1) using convolutional stem … To put our results in perspective, we compare with six ways of using pre-trained R50+ViT-B/…
Cite
You, C., Zhao, R., Liu, F., Dong, S., Chinchali, S., Topcu, U., ... & Duncan, J. (2022). Class-aware adversarial transformers for medical image segmentation. Advances in Neural Information Processing Systems, 35, 29582-29596.
You, Chenyu, et al. "Class-aware adversarial transformers for medical image segmentation." Advances in Neural Information Processing Systems 35 (2022): 29582-29596.
Copy
Download .nbib