activity
20092023
most citedAnomaly Detection for a Water Treatment System Using Unsupervised Machine Learning

335 citations · 453 across the 13 of their papers we have counts for

collaborators

13 papers

math.LO2023

Notion of validity for the bilateral classical logic

Ukyo Suzuki, Yoriyuki Yamagata

This paper explores proof-theoretic semantics, a formal approach to inferential semantics. It derives sentence meaning from formalized proofs, building upon Gentzen and Prawitz's w…

cs.LO2023

On the Metric Temporal Logic for Continuous Stochastic Processes

Mitsumasa Ikeda, Yoriyuki Yamagata, Takayuki Kihara

In this paper, we prove measurability of event for which a general continuous-time stochastic process satisfies continuous-time Metric Temporal Logic (MTL) formula. Continuous-time…

math.LO2022

On proving consistency of equational theories in Bounded Arithmetic

Arnold Beckmann, Yoriyuki Yamagata

We consider pure equational theories that allow substitution but disallow induction, which we denote as PETS, based on recursive definition of their function symbols. We show that…

physics.soc-ph2020★ 1 cited

Simultaneous estimation of the effective reproducing number and the detection rate of COVID-19

Yoriyuki Yamagata

A major difficulty to estimate (the effective reproducing number) of COVID-19 is that most cases of COVID-19 infection are mild or asymptomatic, therefore true number of infect…

math.LO2019

Separation of bounded arithmetic using a consistency statement

Yoriyuki Yamagata

This paper proves Buss's hierarchy of bounded arithmetics does not entirely collapse. More precisely, we p…

cs.SE2018★ 67 cited

Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

Takumi Akazaki, Shuang Liu, Yoriyuki Yamagata +2

With the rapid development of software and distributed computing, Cyber-Physical Systems (CPS) are widely adopted in many application areas, e.g., smart grid, autonomous automobile…

cs.LG2017★ 335 cited

Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning

Jun Inoue, Yoriyuki Yamagata, Yuqi Chen +2

In this paper, we propose and evaluate the application of unsupervised machine learning to anomaly detection for a Cyber-Physical System (CPS). We compare two methods: Deep Neural…

cs.PL2017

Operational Semantics of Process Monitors

Jun Inoue, Yoriyuki Yamagata

CSPe is a specification language for runtime monitors that can directly express concurrency in a bottom-up manner that composes the system from simpler, interacting components. It…

cs.SE2017★ 46 cited

Log-based Anomaly Detection of CPS Using a Statistical Method

Yoshiyuki Harada, Yoriyuki Yamagata, Osamu Mizuno +1

Detecting anomalies of a cyber physical system (CPS), which is a complex system consisting of both physical and software parts, is important because a CPS often operates autonomous…

math.LO2014

Consistency proof of a fragment of PV with substitution in bounded arithmetic

Yoriyuki Yamagata

This paper presents proof that Buss's can prove the consistency of a fragment of Cook and Urquhart's from which induction has been removed but substitution ha…

cs.SE2014★ 4 cited

Evaluation of A Resilience Embedded System Using Probabilistic Model-Checking

Ling Fang, Yoriyuki Yamagata, Yutaka Oiwa

If a Micro Processor Unit (MPU) receives an external electric signal as noise, the system function will freeze or malfunction easily. A new resilience strategy is implemented in or…

math.LO2012

Bounded Arithmetic in Free Logic

Yoriyuki Yamagata

One of the central open questions in bounded arithmetic is whether Buss' hierarchy of theories of bounded arithmetic collapses or not. In this paper, we reformulate Buss' theories…

math.LO2009

On Use of an Explicit Congruence Predicate in Bounded Arithmetic

Yoriyuki Yamagata

We introduce system S^2_0E, a bounded arithmetic corresponding to Buss's S^2_0 with the predicate E which signifies the existence of the value. Then, we show that we can Σ^b_2-defi…