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Found 11 papers, 2 papers with code
The Animal ID Problem: Continual Curation
Hoping to stimulate new research in individual animal identification from images, we propose to formulate the problem as the human-machine Continual Curation of images and animal identities.
Mining and modeling complex leadership-followership dynamics of movement data
We use the leadership inference framework, mFLICA, to infer the time series of leaders and their factions from movement datasets and then propose an approach to mine and model frequent patterns of both leadership and followership dynamics.
Sampling Community Structure
We propose a novel method, based on concepts from expander graphs, to sample communities in networks.
Privacy Shadow: Measuring Node Predictability and Privacy Over Time
The structure of network data enables simple predictive models to leverage local correlations between nodes to high accuracy on tasks such as attribute and link prediction.
Inferring Network Structure From Data
Networks are complex models for underlying data in many application domains.
Variable-lag Granger Causality for Time Series Analysis
Typical operationalizations of Granger causality make a strong assumption that every time point of the effect time series is influenced by a combination of other time series with a fixed time delay.
Network Model Selection Using Task-Focused Minimum Description Length
Our methodology measures efficiency, a general and comparable measure of the network's performance of a local (i. e. node-level) predictive task of interest.
Network Model Selection for Task-Focused Attributed Network Inference
Networks are models representing relationships between entities.
Evaluating Social Networks Using Task-Focused Network Inference
We present a general framework for evaluating the suitability of given networks for a set of predictive tasks of interest, compared against alternative, networks inferred from data.
Network Structure Inference, A Survey: Motivations, Methods, and Applications
Do two animals who physically co-locate have a social bond?
Coordination Event Detection and Initiator Identification in Time Series Data
Behavior initiation is a form of leadership and is an important aspect of social organization that affects the processes of group formation, dynamics, and decision-making in human societies and other social animal species.
