Πέτρος Δελλαπόρτας - Publications, H-index & Citations

Πέτρος Δελλαπόρτας

University College London

25H指数

143论文数

2.8K被引数

收录论文 18

发表时间

Gaussian Invariant Markov Chain Monte Carlo 高斯不变马尔可夫链蒙特卡洛

Journal of the American Statistical Association

IF3

2026-07-13

PREAI

Michalis K. Titsias; Angelos Alexopoulos; Siran Liu; Petros Dellaportas

Probabilistic wind power modelling via heteroscedastic non-stationary gaussian processes 通过异方差非平稳高斯过程的概率性风电建模

Energy Reports

IF5.1

2025-12-12

OAAI

Domniki Ladopoulou; Dat Minh Hong; Petros Dellaportas

Towards a framework for a new research ecosystem 构建一个新研究生态系统的框架

humanities social sciences communications

IF0

2025-07-08

OAAI

Roberto Savona; Andrea Modena; Lucia Alessi; Cristina Maria Alberini; Iacopo Baussano; Ranieri Guerra; Sergio Pecorelli; Guido Rasi; Paolo Daniele Siviero; Petros Dellaportas; Sean Khozin; Roger M. Stein

Probabilistic Multilayer Perceptrons for Wind Farm Condition Monitoring

WIND ENERGY

IF3.3

2025-04-01

OAAI

Fiocchi, Filippo; Ladopoulou, Domniki; Dellaportas, Petros

Reservoir computing for macroeconomic forecasting with mixed-frequency data

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-07-01

OAAI

Ballarin, Giovanni; Dellaportas, Petros; Grigoryeva, Lyudmila; Hirt, Marcel; van Huellen, Sophie; Ortega, Juan-Pablo

Bayesian tensor factorisations for time series of counts

MACHINE LEARNING

IF2.9

2023-12-27

OAAI

Wang, Zhongzhen; Dellaportas, Petros; Kosmidis, Ioannis

Scalable inference for a full multivariate stochastic volatility model

JOURNAL OF ECONOMETRICS

IF4

2023-02-01

OAAI

Dellaportas, Petros; Titsias, Michalis K.; Petrova, Katerina; Plataniotis, Anastasios

Large scale multi-label learning using Gaussian processes

MACHINE LEARNING

IF2.9

2021-04-14

OAAI

Panos, Aristeidis; Dellaportas, Petros; Titsias, Michalis K.

Importance sampling from posterior distributions using copula-like approximations

JOURNAL OF ECONOMETRICS

IF4

2019-05-01

PREAI

Dellaportas, Petros; Tsionas, Mike G.

A Bayesian Approach for Analysis of Whole-Genome Bisulfite Sequencing Data Identifies Disease-Associated Changes in DNA Methylation

GENETICS

IF5.1

2017-04-01

OAAI

Rackham, Owen J. L.; Langley, Sarah R.; Oates, Thomas; Vradi, Eleni; Harmston, Nathan; Srivastava, Prashant K.; Behmoaras, Jacques; Dellaportas, Petros; Bottolo, Leonardo; Petretto, Enrico

Joint Specification of Model Space and Parameter Space Prior Distributions

STATISTICAL SCIENCE

IF3.4

2012-05-01

OAAI

Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis

Control Variates for Estimation Based on Reversible Markov Chain Monte Carlo Samplers

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2011-11-03

OAAI

Dellaportas, Petros; Kontoyiannis, Ioannis

INFERENCE FOR STOCHASTIC VOLATILITY MODELS USING TIME CHANGE TRANSFORMATIONS 基于时变变换的随机波动率模型的推断

ANNALS OF STATISTICS

IF3.7

2010-04-01

OAAI

Kalogeropoulos, Konstantinos; Roberts, Gareth O.; Dellaportas, Petros

Modelling volatility asymmetries: a Bayesian analysis of a class of tree structured multivariate GARCH models 波动率不对称建模: 一类树结构多元GARCH模型的贝叶斯分析

ECONOMETRICS JOURNAL

IF7

2007-08-04

PREAI

Dellaportas, P.; Vrontos, I. D.

Model determination for categorical data with factor level merging

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2005-03-09

PREAI

Dellaportas, P; Tarantola, C

Bayesian inference for non-Gaussian Ornstein-Uhlenbeck stochastic volatility processes 非高斯ornstein-uhlenbeck随机波动过程的贝叶斯推断

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2004-04-14

PREAI

Roberts, GO; Papaspiliopoulos, O; Dellaportas, P

Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions -: Discussion on the paper by Brooks, Giudici and Roberts

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2003-01-28

PREAI

Robert, CP; Meng, XL; Moller, J; Rosenthal, JS; Jennison, C; Hurn, MA; Al-Awadhi, F; McCullagh, P; Andrieu, C; Doucet, A; Dellaportas, P; Papageorgiou, I; Ehlers, RS; Erosheva, EA; Fienberg, SE; Forster, JJ; Gill, RC; Friel, N; Green, P; Hastie, D; King, R; Künsch, HR; Lazar, NA; Osinski, C

Fatigue loading parameter identification of a wind turbine operating in complex terrain 复杂地形下风电机组乏力载荷参数辨识

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

IF4.9

1999-08-01

PREAI

Mouzakis, F; Morfiadakis, E; Dellaportas, P

研究方向