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Model-Based Anomaly Detection has been a successful approach to identify deviations from the expected behavior of Cyber-Physical Production Systems. Since manual creation of these models is a time-consuming process, it is advantageous to…

人工智能 · 计算机科学 2023-08-28 Tom Westermann , Milapji Singh Gill , Alexander Fay

This paper improves the session typing theory to support the modelling and verification of processes that implement federated learning protocols. To this end, we build upon the asynchronous ``bottom-up'' session typing approach by adding…

计算机科学中的逻辑 · 计算机科学 2026-03-27 Ivan Prokić , Simona Prokić , Silvia Ghilezan , Alceste Scalas , Nobuko Yoshida

We study scheduling problems on a machine with varying speed. Assuming a known speed function we ask for a cost-efficient scheduling solution. Our main result is a PTAS for minimizing the total weighted completion time in this setting. This…

数据结构与算法 · 计算机科学 2014-03-06 Nicole Megow , José Verschae

Planning and scheduling have been a central theme of research in computer science. In particular, the simplicity of the theoretical approach of a no-wait flowshop scheduling problem does not allow to perceive the problem complexity at first…

计算机科学中的逻辑 · 计算机科学 2019-09-20 Carmen Leticia García-Mata , Pedro Rafael Márquez-Gutiérrez

In this paper we consider the problem of scheduling on parallel machines with a presence of incompatibilities between jobs. The incompatibility relation can be modeled as a complete multipartite graph in which each edge denotes a pair of…

数据结构与算法 · 计算机科学 2021-09-17 Tytus Pikies , Krzysztof Turowski , Marek Kubale

Parallel real-time embedded applications can be modelled as directed acyclic graphs (DAGs) whose nodes model subtasks and whose edges model precedence constraints among subtasks. Efficiently scheduling such parallel tasks can be challenging…

分布式、并行与集群计算 · 计算机科学 2024-10-24 Shardul Lendve , Konstantinos Bletsas , Pedro F. Souto

We study the antiferromagnetic 3-state Potts model on general (periodic) plane quadrangulations $\Gamma$. Any quadrangulation can be built from a dual pair $(G,G^*)$. Based on the duality properties of $G$, we propose a new criterion to…

统计力学 · 物理学 2018-08-03 Jian-Ping Lv , Youjin Deng , Jesper Lykke Jacobsen , Jesús Salas

This paper defines and solves a mathematical model for finding robust periodic timetables by proposing an extension of the Periodic Event Scheduling Problem (PESP). In order to model delayed and not nominal travel times already in the…

最优化与控制 · 数学 2019-07-11 Julius Pätzold

In many schools, courses are given in sections. Prior to timetabling students need to be assigned to individual sections. We give a hybrid approximation sectioning algorithm that minimizes the number of edges (potential conflicts) in the…

人工智能 · 计算机科学 2021-02-16 Joshua S. Friedman

This paper addresses the problem of scheduling jobs on identical machines with conflict constraints, where certain jobs cannot be scheduled simultaneously on different machines. We focus on the case where conflicts can be represented by a…

离散数学 · 计算机科学 2025-07-03 Nour ElHouda Tellache , Lydia Aoudia , Mourad Boudhar

Over the past few years, self-attention is shining in the field of deep learning, especially in the domain of natural language processing(NLP). Its impressive effectiveness, along with ubiquitous implementations, have aroused our interest…

机器学习 · 计算机科学 2020-12-03 Mingfei Yu , Masahiro Fujita

We propose a semiparametric model for autonomous nonlinear dynamical systems and devise an estimation procedure for model fitting. This model incorporates subject-specific effects and can be viewed as a nonlinear semiparametric mixed…

应用统计 · 统计学 2011-12-01 Debashis Paul , Jie Peng , Prabir Burman

The antiferromagnetic three-state Potts model on the simple-cubic lattice is studied using Monte Carlo simulations. The ordering in a medium temperature range below the critical point is investigated in detail. Two different regimes have…

凝聚态物理 · 物理学 2009-10-28 M. Kolesik , M. Suzuki

This paper presents the study of an event grouping based algorithm for a university course timetabling problem. Several publications which discuss the problem and some approaches for its solution are analyzed. The grouping of events in…

人工智能 · 计算机科学 2016-07-20 Velin Kralev , Radoslava Kraleva , Borislav Yurukov

In this paper, we propose a semi-parametric model for autonomous nonlinear dynamical systems and devise an estimation procedure for model fitting. This model incorporates subject-specific effects and can be viewed as a nonlinear…

统计方法学 · 统计学 2009-06-19 Debashis Paul , Jie Peng , Prabir Burman

We formulate an integer program to solve a highly constrained academic timetabling problem at the United States Merchant Marine Academy. The IP instance that results from our real case study has approximately both 170,000 rows and columns…

人工智能 · 计算机科学 2017-01-04 Joshua S. Friedman

The problem of scheduling conflicting jobs on parallel machines consists in assigning a set of jobs to a set of machines so that no two conflicting jobs are allocated to the same machine, and the maximum processing time among all machines…

离散数学 · 计算机科学 2025-04-04 Phablo F. S. Moura , Roel Leus , Hande Yaman

Formal verification methods for concurrent systems cannot always be scaled-down or tailored in order to be applied on specific subsystems. We address such an issue in a MultiParty Session Types setting by devising a partial type assignment…

计算机科学中的逻辑 · 计算机科学 2024-10-02 Franco Barbanera , Mariangiola Dezani-Ciancaglini , Ugo de'Liguoro

Combining tree decomposition and transfer matrix techniques provides a very general algorithm for computing exact partition functions of statistical models defined on arbitrary graphs. The algorithm is particularly efficient in the case of…

数学物理 · 物理学 2015-05-18 Andrea Bedini , Jesper Lykke Jacobsen

The imposition of real-time constraints on a parallel computing environment- specifically high-performance, cluster-computing systems- introduces a variety of challenges with respect to the formal verification of the system's timing…

计算机科学中的逻辑 · 计算机科学 2013-01-03 Peter Hui , Satish Chikkagoudar