Dynamic Latent Plan Models

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dynamic Latent Plan Models

Planning is an integral part of many behavioural aspects related to transportation: residential relocation, activity and travel scheduling, route choice, etc. People make plans and then select actions to execute those plans. The plans are inherently dynamic. They evolve due to situational constraints and contextual factors, experience, inertia, or changing preferences. As a result, the chosen a...

متن کامل

Bayesian Analysis of Latent Threshold Dynamic Models

We discuss a general approach to dynamic sparsity modeling in multivariate time series analysis. Time-varying parameters are linked to latent processes that are thresholded to induce zero values adaptively, providing natural mechanisms for dynamic variable inclusion/selection. We discuss Bayesian model specification, analysis and prediction in dynamic regressions, timevarying vector autoregress...

متن کامل

Sequential Dynamic Classification Using Latent Variable Models

Adaptive classification is an important online problem in data analysis. The nonlinear and nonstationary nature of much data makes standard static approaches unsuitable. In this paper, we propose a set of sequential dynamic classification algorithms based on extension of nonlinear variants of Bayesian Kalman processes and dynamic generalized linear models. The approaches are shown to work well ...

متن کامل

Modelling driving decisions: a latent plan approach

Modelling driving decisions: a latent plan approach Charisma F. Choudhury a b & Moshe E. Ben-Akiva b a Department of Civil Engineering , Bangladesh University of Engineering and Technology , Dhaka , Bangladesh b Department of Civil and Environmental Engineering , Massachusetts Institute of Technology , Cambridge , MA , USA Accepted author version posted online: 10 Nov 2011.Published online: 18 ...

متن کامل

Dynamic Probabilistic Models for Latent Feature Propagation in Social Networks

Current Bayesian models for dynamic social network data have focused on modelling the influence of evolving unobserved structure on observed social interactions. However, an understanding of how observed social relationships from the past affect future unobserved structure in the network has been neglected. In this paper, we introduce a new probabilistic model for capturing this phenomenon, whi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Choice Modelling

سال: 2010

ISSN: 1755-5345

DOI: 10.1016/s1755-5345(13)70035-6