Search Results - "CHIA, Michael"

The UCR time series archive by Dau, Hoang Anh, Bagnall, Anthony, Kamgar, Kaveh, Yeh, Chin-Chia Michael, Zhu, Yan, Gharghabi, Shaghayegh, Ratanamahatana, Chotirat Ann, Keogh, Eamonn

“…The UCR time series archive–introduced in 2002, has become an important resource in the time series data mining community, with at least one thousand published…”
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Visual Analytics for RNN-Based Deep Reinforcement Learning by Wang, Junpeng, Zhang, Wei, Yang, Hao, Yeh, Chin-Chia Michael, Wang, Liang

“…Deep reinforcement learning (DRL) targets to train an autonomous agent to interact with a pre-defined environment and strives to achieve specific goals through…”
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Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework by Wang, Junpeng, Wang, Liang, Zheng, Yan, Yeh, Chin-Chia Michael, Jain, Shubham, Zhang, Wei

“…With the fast-growing number of classification models being produced every day, numerous model interpretation and comparison solutions have also been…”
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Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile by Yeh, Chin-Chia Michael, Zhu, Yan, Ulanova, Liudmila, Begum, Nurjahan, Ding, Yifei, Dau, Hoang Anh, Zimmerman, Zachary, Silva, Diego Furtado, Mueen, Abdullah, Keogh, Eamonn

“…The last decade has seen a flurry of research on all-pairs-similarity-search (or similarity joins ) for text, DNA and a handful of other datatypes, and these…”
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Domain agnostic online semantic segmentation for multi-dimensional time series by Gharghabi, Shaghayegh, Yeh, Chin-Chia Michael, Ding, Yifei, Ding, Wei, Hibbing, Paul, LaMunion, Samuel, Kaplan, Andrew, Crouter, Scott E., Keogh, Eamonn

“…Unsupervised semantic segmentation in the time series domain is a much studied problem due to its potential to detect unexpected regularities and regimes in…”
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Outcome assessment for out-of-hospital cardiac arrest patients in Singapore and Japan with initial shockable rhythm by Okada, Yohei, Shahidah, Nur, Ng, Yih Yng, Chia, Michael Y. C, Gan, Han Nee, Leong, Benjamin S. H, Mao, Desmond R, Ng, Wei Ming, Irisawa, Taro, Yamada, Tomoki, Nishimura, Tetsuro, Kiguchi, Takeyuki, Kishimoto, Masafumi, Matsuyama, Tasuku, Nishioka, Norihiro, Kiyohara, Kosuke, Kitamura, Tetsuhisa, Iwami, Taku, Ong, Marcus Eng Hock

“…Background Singapore and Osaka in Japan have comparable population sizes and prehospital management; however, the frequency of ECPR differs greatly for…”
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How Does Attention Work in Vision Transformers? A Visual Analytics Attempt by Li, Yiran, Wang, Junpeng, Dai, Xin, Wang, Liang, Yeh, Chin-Chia Michael, Zheng, Yan, Zhang, Wei, Ma, Kwan-Liu

“…Vision transformer (ViT) expands the success of transformer models from sequential data to images. The model decomposes an image into many smaller patches and…”
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Comparing outcomes of out-of-hospital cardiac arrest patients with initial shockable rhythm in Singapore and Osaka using population-based databases by Okada, Yohei, Shahidah, Nur, Ng, Yih Yng, Chia, Michael Y C, Gan, Han Nee, Leong, Benjamin S H, Mao, Desmond R, Ng, Wei Ming, Edwin, Nausheen, Kiguchi, Takeyuki, Nishioka, Norihiro, Kitamura, Tetsuhisa, Iwami, Taku, Ong, Marcus Eng Hock

“…Previous research indicated outcomes among refractory out-of-hospital cardiac arrest (OHCA) patients with initial shockable rhythm were different in Singapore…”
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A Wideband Circularly Polarized Antenna with a Non-Uniform Metasurface Designed via Multi-Objective Bayesian Optimization by Zeng, Yunjia, Qing, Xianming, Chia, Michael Yan-Wah

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Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning by Li, Yiran, Wang, Junpeng, Aboagye, Prince, Yeh, Chin-Chia Michael, Zheng, Yan, Wang, Liang, Zhang, Wei, Ma, Kwan-Liu

“…Recent advancements in pre-trained language-image models have ushered in a new era of visual comprehension. Leveraging the power of these models, this article…”
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International Olympic Committee consensus statement on youth athletic development by Bergeron, Michael F, Mountjoy, Margo, Armstrong, Neil, Chia, Michael, Côté, Jean, Emery, Carolyn A, Faigenbaum, Avery, Hall, Jr, Gary, Kriemler, Susi, Léglise, Michel, Malina, Robert M, Pensgaard, Anne Marte, Sanchez, Alex, Soligard, Torbjørn, Sundgot-Borgen, Jorunn, van Mechelen, Willem, Weissensteiner, Juanita R, Engebretsen, Lars

“…The health, fitness and other advantages of youth sports participation are well recognised. However, there are considerable challenges for all stakeholders…”
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Effects of replacing sedentary time with alterations in physical activity or sleep on mood states in Chinese young adults during the pandemic by Li, Dan, Chua, Terence, Chen, Meiyuan, Li, Xianxiong, Chia, Michael

“…Poor mood states pose the most frequent mental health, creating a considerable burden to global public health. Sedentary behavior is an essential factor…”
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Anxiety and Morale in Front-Line Healthcare Workers During the Coronavirus Disease 2019 (COVID-19) Outbreak at the National Screening Centre in Singapore by Goh, Serene S N, Chia, Michael Y C

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Cost-effectiveness analysis of a ‘Termination of Resuscitation’ protocol for the management of out-of-hospital cardiac arrest by Nazeha, Nuraini, Mao, Desmond Renhao, Hong, Dehan, Shahidah, Nur, Chua, Ivan Si Yong, Ng, Yih Yng, Leong, Benjamin S.H., Tiah, Ling, Chia, Michael Y.C., Ng, Wei Ming, Doctor, Nausheen E, Ong, Marcus Eng Hock, Graves, Nicholas

“…Historically in Singapore, all out-of-hospital cardiac arrests (OHCA) were transported to hospital for pronouncement of death. A ‘Termination of Resuscitation’…”
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Transient oligomerization of the SARS-CoV N protein--implication for virus ribonucleoprotein packaging by Chang, Chung-ke, Chen, Chia-Min Michael, Chiang, Ming-hui, Hsu, Yen-lan, Huang, Tai-huang

“…The nucleocapsid (N) phosphoprotein of the severe acute respiratory syndrome coronavirus (SARS-CoV) packages the viral genome into a helical ribonucleocapsid…”
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Metasurface‐based circularly polarised antenna: Enhanced bandwidth with characteristic mode analysis and symmetric branch design by Wang, Yan, Ding, Zhendong, Yu, Junrui, Cao, Jianyin, Wang, Hao, Chia, Michael Yan‐Wah, Nasimuddin, Nasimuddin

“…A low‐profile circularly polarised (CP) metasurface antenna is proposed, utilising characteristic mode analysis (CMA). The antenna design features a two‐layer…”
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The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code by Zhu, Yan, Gharghabi, Shaghayegh, Silva, Diego Furtado, Dau, Hoang Anh, Yeh, Chin-Chia Michael, Shakibay Senobari, Nader, Almaslukh, Abdulaziz, Kamgar, Kaveh, Zimmerman, Zachary, Funning, Gareth, Mueen, Abdullah, Keogh, Eamonn

“…The recently introduced data structure, the Matrix Profile, annotates a time series by recording the location of and distance to the nearest neighbor of every…”
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Effect of vertical location on survival outcomes for out-of-hospital cardiac arrest in Singapore by Lian, Tracy Wanxi, Allen, John Carson, Ho, Andrew F.W., Lim, Swee Han, Shahidah, Nur, Ng, Yih Yng, Doctor, Nausheen, Leong, Benjamin S.H., Gan, Han Nee, Mao, Desmond Renhao, Chia, Michael Y.C., Cheah, Si Oon, Tham, Lai Peng, Ong, Marcus E.H.

“…A large proportion of out-of-hospital cardiac arrest (OHCA) cases occur in high-rise residential buildings. This study aims to investigate the effect of…”
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Does witness type affect the chance of receiving bystander CPR in out-of-hospital cardiac arrest? by Lo, Christopher Y.Z., Fook-Chong, Stephanie, Shahidah, Nur, White, Alexander E., Tan, Colin K., Ng, Yih Yng, Tiah, Ling, Chia, Michael Y.C., Leong, Benjamin S.H., Mao, Desmond R., Ng, Wei Ming, Doctor, Nausheen E., Ong, Marcus E.H., Siddiqui, Fahad J.

“…The relationship between the bystander witness type and receipt of bystander CPR (BCPR) is not well understood. Herein we compared BCPR administration between…”
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A Narrative Review of Screen Time and Wellbeing among Adolescents before and during the COVID-19 Pandemic: Implications for the Future by Lua, Verity Y Q, Chua, Terence B K, Chia, Michael Y H

“…The COVID-19 pandemic has disrupted the lives of many. In particular, during the height of the pandemic, many experienced lockdowns, which in turn increased…”
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