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Runtime Verification (RV) is a lightweight formal technique in which program or system execution is monitored and analyzed, to check whether certain properties are satisfied or violated after a finite number of steps. The use of RV has led…

形式语言与自动机理论 · 计算机科学 2020-05-13 Zhe Chen , Yunyun Chen , Robert M. Hierons , Yifan Wu

Conformance checking quantifies the deviations between a set of traces in a given process log and a set of possible traces defined by a process model. Current approaches mostly focus on added or missing events. Lately, multi-perspective…

软件工程 · 计算机科学 2020-08-18 Florian Stertz , Juergen Mangler , Stefanie Rinderle-Ma

In a software product line (SPL), a collection of software products is defined by their commonalities in terms of features rather than explicitly specifying all products one-by-one. Several verification techniques were adapted to establish…

软件工程 · 计算机科学 2013-12-31 Clemens Dubslaff , Sascha Klüppelholz , Christel Baier

Temporal logics (TLs) have been widely used to formalize interpretable tasks for cyber-physical systems. Time Window Temporal Logic (TWTL) has been recently proposed as a specification language for dynamical systems. In particular, it can…

形式语言与自动机理论 · 计算机科学 2023-04-14 Ahmad Ahmad , Cristian-Ioan Vasile , Roberto Tron , Calin Belta

We define observability and detectability for linear switching systems as the possibility of reconstructing and respectively of asymptotically reconstructing the hybrid state of the system from the knowledge of the output for a suitable…

动力系统 · 数学 2008-02-28 Elena De Santis , Maria Domenica Di Benedetto , Giordano Pola

The use of large language models for code generation is a rapidly growing trend in software development. However, without effective methods for ensuring the correctness of generated code, this trend could lead to undesirable outcomes. In…

人工智能 · 计算机科学 2024-11-19 Chuyue Sun , Ying Sheng , Oded Padon , Clark Barrett

Logics and model-checking have been successfully used in the last decades for modeling and verification of various types of hardware (and software) systems. While most languages and techniques emerged in a context of monolithic systems with…

软件工程 · 计算机科学 2016-07-14 Manuel Mazzara

Within Model-Driven Software Engineering, Domain-Specific Modelling has proven to be a powerful technique to specify systems and systems' behaviour in a formal, yet understandable way. Runtime verification (RV) has been successfully used to…

软件工程 · 计算机科学 2020-05-26 Fernando Macías , Adrian Rutle , Volker Stolz , Torben Scheffel , Malte Schmitz

A major challenge in testing software product lines is efficiency. In particular, testing a product line should take less effort than testing each and every product individually. We address this issue in the context of input-output…

软件工程 · 计算机科学 2014-03-31 Harsh Beohar , Mohammad Reza Mousavi

Although Multimodal Large Language Models (MLLMs) have demonstrated promising versatile capabilities, their performance is still inferior to specialized models on downstream tasks, which makes adaptation necessary to enhance their utility.…

计算机视觉与模式识别 · 计算机科学 2024-04-18 Yichi Zhang , Yinpeng Dong , Siyuan Zhang , Tianzan Min , Hang Su , Jun Zhu

Probabilistic pushdown automata (pPDA) are a standard operational model for programming languages involving discrete random choices and recursive procedures. Temporal properties are useful for specifying the chronological order of events…

形式语言与自动机理论 · 计算机科学 2024-02-14 Tobias Winkler , Christina Gehnen , Joost-Pieter Katoen

Large Vision-Language Models (LVLMs) have demonstrated remarkable capabilities across multimodal tasks such as visual perception and reasoning, leading to good performance on various multimodal evaluation benchmarks. However, these…

计算机视觉与模式识别 · 计算机科学 2025-05-27 Yue Yang , Shuibai Zhang , Wenqi Shao , Kaipeng Zhang , Yi Bin , Yu Wang , Ping Luo

Vision-Language Pretraining (VLP) has shown impressive results on diverse downstream tasks by offline training on large-scale datasets. Regarding the growing nature of real-world data, such an offline training paradigm on ever-expanding…

计算机视觉与模式识别 · 计算机科学 2023-08-15 Hongguang Zhu , Yunchao Wei , Xiaodan Liang , Chunjie Zhang , Yao Zhao

Closed-loop positivity of feedback interconnections of positive monotone nonlinear systems is investigated. It is shown that an instantaneous gain condition on the open-loop systems which implies feedback well-posedness also guarantees…

最优化与控制 · 数学 2015-08-27 Sei Zhen Khong , Corentin Briat , Anders Rantzer

Conformance checking is a key process mining task for comparing the expected behavior captured in a process model and the actual behavior recorded in a log. While this problem has been extensively studied for pure control-flow processes,…

人工智能 · 计算机科学 2021-04-20 Paolo Felli , Alessandro Gianola , Marco Montali , Andrey Rivkin , Sarah Winkler

Vision-language-action (VLA) models have emerged as generalist robotic controllers capable of mapping visual observations and natural language instructions to continuous action sequences. However, VLAs provide no calibrated measure of…

机器人学 · 计算机科学 2026-04-21 Lingling Chen , Zongyao Lyu , William J. Beksi

Manually ensuring that the implementation of a software system is consistent with the software architecture is a laborious and error-prone task. Thus, a variety of approaches towards automated consistency checking have been developed to…

软件工程 · 计算机科学 2015-10-30 Timo Greifenberg , Klaus Müller , Bernhard Rumpe

Operator Precedence Languages (OPL) have been recently identified as a suitable formalism for model checking recursive procedural programs, thanks to their ability of modeling the program stack. OPL requirements can be expressed in the…

计算机科学中的逻辑 · 计算机科学 2024-05-21 Michele Chiari , Luca Geatti , Nicola Gigante , Matteo Pradella

Programmable Logic Controllers (PLCs) provide a prominent choice of implementation platform for safety-critical industrial control systems. Formal verification provides ways of establishing correctness guarantees, which can be quite…

编程语言 · 计算机科学 2019-02-15 Luis Garcia , Stefan Mitsch , Andre Platzer

With the growing number of devices, sensors and digital systems, data logs may become uncertain due to, e.g., sensor reading inaccuracies or incorrect interpretation of readings by processing programs. At times, such uncertainties can be…

人工智能 · 计算机科学 2023-11-22 Eli Bogdanov , Izack Cohen , Avigdor Gal