A semi-supervised Partial Membership Latent Dirichlet Allocation approach is developed for hyperspectral unmixing and endmember estimation while accounting for spectral variability and spatial information. Partial Membership Latent Dirichlet Allocation is an effective approach for spectral unmixing while representing spectral variability and leveraging spatial information. In this work, we exte...

Decision makers (DMs) who are involved in urban planning often required to allocate finite resources (say, money) improve outdoor thermal comfort (OTC) levels a region (e.g., city, canton, country). In this paper, for the first time, we address following two questions, which directly related requirement: (1) How can statistical properties of spatial risk profile an area from OTC perspective be ...

Humans and other animals routinely identify and attend to sensory stimuli so as to rapidly acquire rewards or avoid aversive experiences. Emotional arousal, a process mediated by the amygdala, can enhance attention to stimuli in a non-spatial manner. However, amygdala neural activity was recently shown to encode spatial information about reward-predictive stimuli, and to correlate with spatial ...