Search Results - "Pang-Ning Tan"

Online Multi-Task Learning Framework for Ensemble Forecasting by Xu, Jianpeng, Tan, Pang-Ning, Zhou, Jiayu, Luo, Lifeng

“…Ensemble forecasting is a widely-used numerical prediction method for modeling the evolution of nonlinear dynamic systems. To predict the future state of such…”
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Trick or Drink: Offline and Social Media Hierarchical Normative Influences on Halloween Celebration Drinking by Alhabash, Saleem, Kanver, Duygu, Lou, Chen, Smith, Sandi W., Tan, Pang-Ning

“…The current study examined the relationship between perceived societal and personal celebration drinking norms, social media use, and alcohol consumption…”
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Similarity in spatial structure constrains ecosystem relationships: Building a macroscale understanding of lakes by Lapierre, Jean-Francois, Collins, Sarah M., Seekell, David A., Cheruvelil, Kendra Spence, Tan, Pang-Ning, Skaff, Nicholas K., Taranu, Zofia E., Fergus, C. Emi, Soranno, Patricia A.

“…Aim: We aimed to measure the dominant spatial patterns in ecosystem properties (such as nutrients and measures of primary production) and the multi-scaled…”
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Using Machine Learning to Compare Provaccine and Antivaccine Discourse Among the Public on Social Media: Algorithm Development Study by Argyris, Young Anna, Monu, Kafui, Tan, Pang-Ning, Aarts, Colton, Jiang, Fan, Wiseley, Kaleigh Anne

“…Despite numerous counteracting efforts, antivaccine content linked to delays and refusals to vaccinate has grown persistently on social media, while only a few…”
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Efficient Algorithm for Localized Support Vector Machine by Cheng, Haibin, Tan, Pang-Ning, Jin, Rong

“…This paper presents a framework called localized support vector machine (LSVM) for classifying data with nonlinear decision surfaces. Instead of building a…”
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Selecting the right objective measure for association analysis by Tan, Pang-Ning, Kumar, Vipin, Srivastava, Jaideep

“…Objective measures such as support, confidence, interest factor, correlation, and entropy are often used to evaluate the interestingness of association…”
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Hyperclique pattern discovery by Xiong, Hui, Tan, Pang-Ning, Kumar, Vipin

“…Existing algorithms for mining association patterns often rely on the support-based pruning strategy to prune a combinatorial search space. However, this…”
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Combining supervised and unsupervised learning for zero-day malware detection by Comar, Prakash Mandayam, Lei Liu, Saha, Sabyasachi, Pang-Ning Tan, Nucci, Antonio

“…Malware is one of the most damaging security threats facing the Internet today. Despite the burgeoning literature, accurate detection of malware remains an…”
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Celebration Drinking around the Clock by Smith, Sandi W., Alhabash, Saleem, Kanver, Duygu, Tan, Pang-Ning, Viken, Greg

“…The fact that St. Patrick's Day (SPD) celebration drinking occurs during a specified, public, and socially-acceptable time frame which spans the better part of…”
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LAGOS-NE: a multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of US lakes by Soranno, Patricia A, Bacon, Linda C, Beauchene, Michael, Bednar, Karen E, Bissell, Edward G, Boudreau, Claire K, Boyer, Marvin G, Bremigan, Mary T, Carpenter, Stephen R, Carr, Jamie W, Cheruvelil, Kendra S, Christel, Samuel T, Claucherty, Matt, Collins, Sarah M, Conroy, Joseph D, Downing, John A, Dukett, Jed, Fergus, C Emi, Filstrup, Christopher T, Funk, Clara, Gonzalez, Maria J, Green, Linda T, Gries, Corinna, Halfman, John D, Hamilton, Stephen K, Hanson, Paul C, Henry, Emily N, Herron, Elizabeth M, Hockings, Celeste, Jackson, James R, Jacobson-Hedin, Kari, Janus, Lorraine L, Jones, William W, Jones, John R, Keson, Caroline M, King, Katelyn B S, Kishbaugh, Scott A, Lapierre, Jean-Francois, Lathrop, Barbara, Latimore, Jo A, Lee, Yuehlin, Lottig, Noah R, Lynch, Jason A, Matthews, Leslie J, McDowell, William H, Moore, Karen E B, Neff, Brian P, Nelson, Sarah J, Oliver, Samantha K, Pace, Michael L, Pierson, Donald C, Poisson, Autumn C, Pollard, Amina I, Post, David M, Reyes, Paul O, Rosenberry, Donald O, Roy, Karen M, Rudstam, Lars G, Sarnelle, Orlando, Schuldt, Nancy J, Scott, Caren E, Skaff, Nicholas K, Smith, Nicole J, Spinelli, Nick R, Stachelek, Jemma, Stanley, Emily H, Stoddard, John L, Stopyak, Scott B, Stow, Craig A, Tallant, Jason M, Tan, Pang-Ning, Thorpe, Anthony P, Vanni, Michael J, Wagner, Tyler, Watkins, Gretchen, Weathers, Kathleen C, Webster, Katherine E, White, Jeffrey D, Wilmes, Marcy K, Yuan, Shuai

“…Abstract Understanding the factors that affect water quality and the ecological services provided by freshwater ecosystems is an urgent global environmental…”
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Ecological prediction at macroscales using big data: Does sampling design matter? by Soranno, Patricia A., Cheruvelil, Kendra Spence, Liu, Boyang, Wang, Qi, Tan, Pang-Ning, Zhou, Jiayu, King, Katelyn B. S., Mccullough, Ian M., Stachelek, Joseph, Bartley, Meridith, Filstrup, Christopher T., Hanks, Ephraim M., Lapierre, Jean-Francaois, Lottig, Noah R., Schliep, Erin M., Wagner, Tyler, E. Webster, Katherine

“…Although ecosystems respond to global change at regional to continental scales (i.e., macroscales), model predictions of ecosystem responses often rely on data…”
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Strategies for effective collaborative manuscript development in interdisciplinary science teams by Oliver, Samantha K., Fergus, C. Emi, Skaff, Nicholas K., Wagner, Tyler, Tan, Pang‐Ning, Cheruvelil, Kendra Spence, Soranno, Patricia A.

“…Abstract Science is increasingly being conducted in large, interdisciplinary teams. As team size increases, challenges can arise during manuscript development,…”
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140 Characters of Intoxication: Exploring the Prevalence of Alcohol-Related Tweets and Predicting Their Virality by Alhabash, Saleem, VanDam, Courtland, Tan, Pang-Ning, Smith, Sandi W., Viken, Gregory, Kanver, Duygu, Tian, Liang, Figueira, Luiz

“…Past research has suggested an associative relationship between social media use and alcohol consumption, especially among the younger generations. The current…”
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Macroscale patterns of synchrony identify complex relationships among spatial and temporal ecosystem drivers by Lottig, Noah R., Tan, Pang‐Ning, Wagner, Tyler, Cheruvelil, Kendra Spence, Soranno, Patricia A., Stanley, Emily H., Scott, Caren E., Stow, Craig A., Yuan, Shuai

“…Ecology has a rich history of studying ecosystem dynamics across time and space that has been motivated by both practical management needs and the need to…”
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Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators by Hatami Bahman Beiglou, Pouyan, Luo, Lifeng, Tan, Pang-Ning, Pei, Lisi

“…The US Drought Monitor (USDM) is a hallmark in real time drought monitoring and assessment as it was developed by multiple agencies to provide an accurate and…”
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Creating multithemed ecological regions for macroscale ecology: Testing a flexible, repeatable, and accessible clustering method by Cheruvelil, Kendra Spence, Yuan, Shuai, Webster, Katherine E., Tan, Pang‐Ning, Lapierre, Jean‐François, Collins, Sarah M., Fergus, C. Emi, Scott, Caren E., Henry, Emily Norton, Soranno, Patricia A., Filstrup, Christopher T., Wagner, Tyler

“…Understanding broad‐scale ecological patterns and processes often involves accounting for regional‐scale heterogeneity. A common way to do so is to include…”
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A framework for joint community detection across multiple related networks by Mandayam Comar, Prakash, Tan, Pang-Ning, Jain, Anil K.

“…Community detection in networks is an active area of research with many practical applications. However, most of the early work in this area has focused on…”
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Increasing accuracy of lake nutrient predictions in thousands of lakes by leveraging water clarity data by Wagner, Tyler, Lottig, Noah R., Bartley, Meridith L., Hanks, Ephraim M., Schliep, Erin M., Wikle, Nathan B., King, Katelyn B. S., McCullough, Ian, Stachelek, Joseph, Cheruvelil, Kendra S., Filstrup, Christopher T., Lapierre, Jean Francois, Liu, Boyang, Soranno, Patricia A., Tan, Pang‐Ning, Wang, Qi, Webster, Katherine, Zhou, Jiayu

“…Aquatic scientists require robust, accurate information about nutrient concentrations and indicators of algal biomass in unsampled lakes in order to understand…”
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Diffusion size and structural virality: The effects of message and network features on spreading health information on twitter by Meng, Jingbo, Peng, Wei, Tan, Pang-Ning, Liu, Wuyu, Cheng, Ying, Bae, Arram

“…Relying on diffusion of innovation theory, this study examines the impacts of perceived message features and network characteristics on size (i.e., the number…”
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Vaccine rhetoric on social media and COVID-19 vaccine uptake rates: A triangulation using self-reported vaccine acceptance by Nelson, Victoria, Bashyal, Bidhan, Tan, Pang-Ning, Argyris, Young Anna

“…The primary goal of this study is to examine the association between vaccine rhetoric on Twitter and the public's uptake rates of COVID-19 vaccines in the…”
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