Gábor Horváth

About Gábor Horváth

Gábor Horváth, With an exceptional h-index of 17 and a recent h-index of 12 (since 2020), a distinguished researcher at Budapesti Muszaki és Gazdaságtudományi Egyetem, specializes in the field of Markovian Modelling, Queueing Systems, Matrix-Analytic Methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bilateral‐Weighted Online Adaptive Isolation Forest for anomaly detection in streaming data

The Sub-Sequence Summary Method for detecting anomalies in logs

TeleDAL: a regression-based template-less unsupervised method for finding anomalies in log sequences

Parameter estimation of Markov modulated fluid arrival processes

The CME method: Efficient numerical inverse Laplace transformation with Concentrated Matrix Exponential distribution

Transient analysis of piecewise homogeneous Markov fluid models

Transient and first passage time distributions of first-and second-order multi-regime Markov fluid queues via ME-fication

EM based parameter estimation for Markov modulated fluid arrival processes

Gábor Horváth Information

University

Position

Dept. of Networked Systems and Services

Citations(all)

1262

Citations(since 2020)

515

Cited By

965

hIndex(all)

17

hIndex(since 2020)

12

i10Index(all)

36

i10Index(since 2020)

16

Email

University Profile Page

Budapesti Muszaki és Gazdaságtudományi Egyetem

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Gábor Horváth Skills & Research Interests

Markovian Modelling

Queueing Systems

Matrix-Analytic Methods

Top articles of Gábor Horváth

Title

Journal

Author(s)

Publication Date

Bilateral‐Weighted Online Adaptive Isolation Forest for anomaly detection in streaming data

Statistical Analysis and Data Mining: The ASA Data Science Journal

Gábor Hannák

Gábor Horváth

Attila Kádár

Márk Dániel Szalai

2023/6

The Sub-Sequence Summary Method for detecting anomalies in logs

IEEE Access

Gábor Horváth

Attila Kádár

Péter Szilágyi

2023/4/14

TeleDAL: a regression-based template-less unsupervised method for finding anomalies in log sequences

The Journal of Supercomputing

Gábor Horváth

András Mészáros

Péter Szilágyi

2023/11

Parameter estimation of Markov modulated fluid arrival processes

Performance Evaluation

Salah Al-Deen Almousa

Gábor Horváth

Miklós Telek

2022/10/1

The CME method: Efficient numerical inverse Laplace transformation with Concentrated Matrix Exponential distribution

Salah Al-Deen Almousa

Gábor Horváth

Illés Horváth

András Mészáros

Miklós Telek

2021/11/12

Transient analysis of piecewise homogeneous Markov fluid models

Annals of Operations Research

Salah Al-Deen Almousa

Gábor Horváth

Miklós Telek

2022/3/1

Transient and first passage time distributions of first-and second-order multi-regime Markov fluid queues via ME-fication

Methodology and Computing in Applied Probability

Nail Akar

Omer Gursoy

Gabor Horvath

Miklos Telek

2021/12

EM based parameter estimation for Markov modulated fluid arrival processes

Salah Al-Deen Almousa

Gábor Horváth

Miklós Telek

2021/11/27

Analysis of Markov-modulated fluid polling systems with gated discipline

Journal of Industrial and Management Optimization

Zsolt Saffer

Miklós Telek

Gábor Horváth

2021/2/28

Waiting time and queue length analysis of Markov-modulated fluid priority queues

Queueing Systems

Gábor Horváth

2020/6

Analysis of the message propagation speed in VANET with disconnected RSUs

Mathematics

Dhari Ali Mahmood

Gabor Horvath

2020/5/13

Copula-based anomaly scoring and localization for large-scale, high-dimensional continuous data

ACM Transactions on Intelligent Systems and Technology (TIST)

Gábor Horváth

Edith Kovács

Roland Molontay

Szabolcs Nováczki

2020/4/14

High order concentrated matrix-exponential distributions

Stochastic Models

Gábor Horváth

Illés Horváth

Miklós Telek

2020/4/2

Analysis of alert message propagation on the highway in VANET assuming Markovian vehicle arrival process

International Journal of Communication Systems

Dhari Ali Mahmood

Gabor Horvath

2020/9/25

Numerical inverse Laplace transformation using concentrated matrix exponential distributions

Performance Evaluation

Gábor Horváth

Illés Horváth

Salah Al-Deen Almousa

Miklós Telek

2020/2/1

Transient analysis of piecewise homogeneous QBD process

Stochastic Models

Salah Al-Deen Almousa

Gábor Horváth

Miklós Telek

2020/8/31

See List of Professors in Gábor Horváth University(Budapesti Muszaki és Gazdaságtudományi Egyetem)

Co-Authors

H-index: 55
Levente Buttyan

Levente Buttyan

Budapesti Muszaki és Gazdaságtudományi Egyetem

H-index: 41
Peter Buchholz

Peter Buchholz

Technische Universität Dortmund

H-index: 38
Miklos Telek

Miklos Telek

Budapesti Muszaki és Gazdaságtudományi Egyetem

H-index: 31
Katinka Wolter

Katinka Wolter

Freie Universität Berlin

H-index: 31
Aron Laszka

Aron Laszka

University of Houston

H-index: 29
Benny Van Houdt

Benny Van Houdt

Universiteit Antwerpen

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