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This study presents a semi-nonparametric Latent Class Choice Model (LCCM) with a flexible class membership component. The proposed model formulates the latent classes using mixture models as an alternative approach to the traditional random…

计量经济学 · 经济学 2023-08-07 Georges Sfeir , Maya Abou-Zeid , Filipe Rodrigues , Francisco Camara Pereira , Isam Kaysi

In a frequency hopping (FH) scheme users communicate simultaneously using FH sequences defined on the same set of frequency channels. An FH sequence specifies the frequency channel to be used as communication progresses. Much of the…

信息论 · 计算机科学 2018-07-27 Mwawi M. Nyirenda , Siaw-Lynn Ng , Keith M. Martin

This paper describes a general framework called Hybrid Dynamic Mixed Networks (HDMNs) which are Hybrid Dynamic Bayesian Networks that allow representation of discrete deterministic information in the form of constraints. We propose…

人工智能 · 计算机科学 2012-07-09 Vibhav Gogate , Rina Dechter , Bozhena Bidyuk , Craig Rindt , James Marca

We construct a new class of operators that act on symmetric functions with two deformation parameters $q$ and $t$. Our combinatorial construction associates each operator with a specific lattice path, whose steps alternate between moving up…

组合数学 · 数学 2025-06-09 Houcine Ben Dali , Valentin Bonzom , Maciej Dołęga

A key challenge in off-road navigation is that even visually similar terrains or ones from the same semantic class may have substantially different traction properties. Existing work typically assumes no wheel slip or uses the expected…

机器人学 · 计算机科学 2023-08-01 Xiaoyi Cai , Michael Everett , Lakshay Sharma , Philip R. Osteen , Jonathan P. How

We introduce and study a family of cooperative exclusion processes whose microscopic dynamics is governed by selective kinetic constraints. They display, in sharp contrast to the simple symmetric exclusion process, density profiles that can…

统计力学 · 物理学 2019-11-27 Mauro Sellitto

Let $T\colon H\to H$ be a bounded operator on Hilbert space. We say that $T$ has a polygonal type if there exists an open convex polygon $\Delta\subset {\mathbb D}$, with $\overline{\Delta}\cap{\mathbb T}\neq\emptyset$, such that the…

泛函分析 · 数学 2025-02-05 Christian Le Merdy , M. N. Reshmi

Throughout the history of functional programming, recursion has emerged as a natural method for describing loops in programs. However, there does often exist a substantial cognitive distance between the recursive definition and the simplest…

编程语言 · 计算机科学 2020-02-17 Satoshi Egi , Yuichi Nishiwaki

The behaviour of many real-world phenomena can be modelled by nonlinear dynamical systems whereby a latent system state is observed through a filter. We are interested in interacting subsystems of this form, which we model by a set of…

机器学习 · 计算机科学 2017-02-20 Oliver M. Cliff , Mikhail Prokopenko , Robert Fitch

For commuting linear operators $P_0,P_1,..., P_\ell$ we describe a range of conditions which are weaker than invertibility. When any of these conditions hold we may study the composition $P=P_0P_1... P_\ell$ in terms of the component…

算子代数 · 数学 2007-06-19 A. Rod Gover , Josef Silhan

Optimal transport (OT) theory focuses, among all maps $T:\mathbb{R}^d\rightarrow \mathbb{R}^d$ that can morph a probability measure onto another, on those that are the ``thriftiest'', i.e. such that the averaged cost $c(x, T(x))$ between…

机器学习 · 统计学 2023-02-09 Marco Cuturi , Michal Klein , Pierre Ablin

For random piecewise linear systems T of the interval that are expanding on average we construct explicitly the density functions of absolutely continuous T-invariant measures. In case the random system uses only expanding maps our…

动力系统 · 数学 2023-06-22 Charlene Kalle , Marta Maggioni

The desirable gambles framework provides a foundational approach to imprecise probability theory but relies heavily on linear utility assumptions. This paper introduces function-coherent gambles, a generalization that accommodates…

理论经济学 · 经济学 2025-04-28 Gregory Wheeler

In [1], the authors consider a random walk $(Z_{n,1},\ldots,Z_{n,K+1})\in \mathbb{Z}^{K+1}$ with the constraint that each coordinate of the walk is at distance one from the following one. A functional central limit theorem for the first…

概率论 · 数学 2019-02-20 Thibault Espinasse , Nadine Guillotin-Plantard , Philippe Nadeau

We construct a H\"older continuous function on the unit interval which coincides in uncountably (in fact continuum) many points with every function of total variation smaller than 1 passing through the origin. We say that a function with…

经典分析与常微分方程 · 数学 2022-03-04 Zoltán Buczolich , Gunther Leobacher , Alexander Steinicke

A sign pattern is a matrix whose entries belong to the set $\{+,-,0\}$. A sign pattern requires a unique inertia if every real matrix in its qualitative class has the same inertia. Symmetric tree sign patterns requiring a unique inertia has…

组合数学 · 数学 2025-09-01 Partha Rana , Sriparna Bandopadhyay

Motivated by the problem of constructing bijective maps with low differential uniformity, we introduce the notion of permutation resemblance of a function, which looks to measure the distance a given map is from being a permutation. We…

信息论 · 计算机科学 2023-02-08 Li-An Chen , Robert S. Coulter

Potential crowd flow prediction for new planned transportation sites is a fundamental task for urban planners and administrators. Intuitively, the potential crowd flow of the new coming site can be implied by exploring the nearby sites.…

机器学习 · 计算机科学 2021-01-19 Qiang Zhou , Jingjing Gu , Xinjiang Lu , Fuzhen Zhuang , Yanchao Zhao , Qiuhong Wang , Xiao Zhang

Travel mode choice (TMC) prediction, which can be formulated as a classification task, helps in understanding what makes citizens choose different modes of transport for individual trips. This is also a major step towards fostering…

机器学习 · 计算机科学 2024-04-23 Paweł Golik , Maciej Grzenda , Elżbieta Sienkiewicz

This paper contains four main results associated with an attractor of a projective iterated function system (IFS). The first theorem characterizes when a projective IFS has an attractor which avoids a hyperplane. The second theorem…

动力系统 · 数学 2015-03-13 Michael F. Barnsley , Andrew Vince