1 citations · 1 across the 6 of their papers we have counts for
7 papers
Divide-and-Conquer Neural Bayes Estimation for Spatial and Spatiotemporal Point Process Models
Bokgyeong Kang, Andrew Zammit-Mangion, Erin M. Schliep +1
Spatial and spatiotemporal point process models are widely used to analyze event data across many scientific disciplines, but likelihood-based Bayesian inference is often computati…
Analyzing spatial point processes degraded by displacement and imperfect detection
Kevin M. Collins, Erin M. Schliep, Alan E. Gelfand +3
Spatial point processes are a valuable tool for probabilistic modeling to explain location data. However, the data themselves are often observed imperfectly. In order to perform ac…
Modeling Animal Communication Using Multivariate Hawkes Processes with Additive Excitation and Multiplicative Inhibition
Bokgyeong Kang, Erin M. Schliep, Alan E. Gelfand +2
Animal acoustic communication often exhibits temporal dependence, with calls triggering or suppressing subsequent calls within and across call types, individuals, or species. While…
Joint Spatiotemporal Modeling of Zooplankton and Whale Abundance in a Dynamic Marine Environment
Bokgyeong Kang, Erin M. Schliep, Alan E. Gelfand +6
North Atlantic right whales are an endangered species; their entire population numbers approximately 372 individuals, and they are subject to major anthropogenic threats. They feed…
Markov modeling for a satellite tag data record of whale diving behavior
Joshua Hewitt, Nicola J. Quick, Alan E. Gelfand +1
Cuvier's beaked whales (Ziphius cavirostris) are the deepest diving marine mammal, consistently diving to depths exceeding 1,000m for durations longer than an hour, making them dif…
Analyzing whale calling through Hawkes process modeling
Bokgyeong Kang, Erin M. Schliep, Alan E. Gelfand +3
Sound is assumed to be the primary modality of communication among marine mammal species. Analyzing acoustic recordings helps to understand the function of the acoustic signals as…
Assessing Marine Mammal Abundance: A Novel Data Fusion
Erin M. Schliep, Alan E. Gelfand, Christopher W. Clark +5
Marine mammals are increasingly vulnerable to human disturbance and climate change. Their diving behavior leads to limited visual access during data collection, making studying the…