Manuel Herrera

Manuel Herrera

University of Cambridge

H-index: 32

Europe-United Kingdom

About Manuel Herrera

Manuel Herrera, With an exceptional h-index of 32 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Cambridge, specializes in the field of Distributed intelligence, Network modelling, Infrastructure systems, Predictive analytics.

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

Unsupervised constrained discord detection in IoT-based online crane monitoring

Alarm Webs: A Framework for Decoding RAN Alarm Dynamics

A fuzzy group decision-making model for Water Distribution Network rehabilitation

Predictive Alarm Models for Improving Radio Access Network Robustness

Estimating pressures and flow-rates with graph neural networks: towards a digital twin of water distribution systems

Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment

Quality-Aware Data Pipelines for Digital Twins

Network science approach for identifying disruptive elements of an airline

Manuel Herrera Information

University

Position

___

Citations(all)

4318

Citations(since 2020)

2904

Cited By

2516

hIndex(all)

32

hIndex(since 2020)

25

i10Index(all)

62

i10Index(since 2020)

51

Email

University Profile Page

University of Cambridge

Google Scholar

View Google Scholar Profile

Manuel Herrera Skills & Research Interests

Distributed intelligence

Network modelling

Infrastructure systems

Predictive analytics

Top articles of Manuel Herrera

Title

Journal

Author(s)

Publication Date

Unsupervised constrained discord detection in IoT-based online crane monitoring

Advanced Engineering Informatics

Anandarup Mukherjee

Manu Sasidharan

Manuel Herrera

Ajith Kumar Parlikad

2024/4/1

Alarm Webs: A Framework for Decoding RAN Alarm Dynamics

Anandarup Mukherjee

Manuel Herrera

Hanu Priya Indiran

Luning Li

Henry Brice

...

2024/3/13

A fuzzy group decision-making model for Water Distribution Network rehabilitation

Urban Water Journal

Sattar Salehi

Marcele Elisa Fontana

Franz Tscheikner-Gratl

Manuel Herrera

Rehan Sadiq

...

2024/1/6

Predictive Alarm Models for Improving Radio Access Network Robustness

SSRN 4790016

Luning Li

Manuel Herrera

Anandarup Mukherjee

Ge Zheng

Chen Chen

...

2024

Estimating pressures and flow-rates with graph neural networks: towards a digital twin of water distribution systems

19th Computing and Control for the Water Industry Conference 2023

Ariele Zanfei

Andrea Menapace

Bruno M Brentan

Robert Sitzenfrei

Manuel Herrera

2023

Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment

Water Research

Ariele Zanfei

Andrea Menapace

Bruno M Brentan

Robert Sitzenfrei

Manuel Herrera

2023/8/15

Quality-Aware Data Pipelines for Digital Twins

Available at SSRN 4618449

Jorge Merino

Nicola Moretti

Manuel Herrera

Philip Woodall

Ajith Kumar Parlikad

2023

Network science approach for identifying disruptive elements of an airline

Data Science and Management

Vinod Kumar Chauhan

Anna Ledwoch

Alexandra Brintrup

Manuel Herrera

Vaggelis Giannikas

...

2023/6/1

Learning partial correlation graph for multivariate sensor data and detecting sensor communities in smart buildings

11th Linked Data in Architecture and Construction Workshop

Xiang Xie

Manuel Herrera

Tejal Shah

Mohamad Kassem

Philip James

2023/5/24

Performance assessment of a communication infrastructure with redundant topology: A complex network approach

Computer Networks

Manuel Herrera

Manu Sasidharan

Stephen Cassidy

Ajith Kumar Parlikad

2023/6/1

Driving Port Efficiency Through 5G-Enabled Condition Monitoring of Quay Cranes

Adolfo Crespo del Castillo

Manuel Herrera

Manu Sasidharan

Jorge Merino

Ajith Kumar Parlikad

...

2022/10/5

Bipartite networks to enable management of internet core and metro infrastructure

IFAC-PapersOnLine

Manuel Herrera

Manu Sasidharan

Hanu Priya Indiran

Ajith Kumar Parlikad

2023/1/1

Coupled Model for Assessing the Present and Future Watershed Vulnerabilities to Climate Change Impacts. Water 2023, 15, 711

Water

Adrián Martínez

Manuel Herrera

Jesús López de la Cruz

Ismael Orozco

2023/1

Cross-Edge Orchestration of Serverless Functions with Probabilistic Caching

arXiv preprint arXiv:2310.04185

Chen Chen

Manuel Herrera

Ge Zheng

Liqiao Xia

Zhengyang Ling

...

2023/10/6

Novel approach for burst detection in water distribution systems based on graph neural networks

Sustainable Cities and Society

Ariele Zanfei

Andrea Menapace

Bruno M Brentan

Maurizio Righetti

Manuel Herrera

2022/11/1

Lessons learned from an IoT deployment for condition monitoring at the Port of Felixstowe

IFAC-PapersOnLine

Jorge Merino

Manu Sasidharan

Manuel Herrera

Hang Zhou

Adolfo Crespo del Castillo

...

2022/1/1

Simulation and Criticality Assessment of Urban Rail and Interdependent Infrastructure Networks

Transportation Research Record

Xian Bin Wee

Manuel Herrera

Georgios M Hadjidemetriou

Ajith Kumar Parlikad

2023/1

A network science approach to identify disruptive elements of an airline

arXiv preprint arXiv:2211.08140

Vinod Kumar Chauhan

Anna Ledwoch

Alexandra Brintrup

Manuel Herrera

Vaggelis Giannikas

...

2022/10/19

A Critical Review of Short-Term Water Demand Forecasting Tools. What Method Should I Use?

Sustainability

A Niknam

HK Zare

H Hosseininasab

A Mostafaeipour

M Herrera

2022

Lessons Learned from an IoT Deployment in Quay Side Cranes in the Port of Felixstowe

Jorge Merino

Manu Sasidharan

Antonio Herrera Fernandez

Zhou Hang

Adolfo Crespo Del Castillo

...

2022/4/28

See List of Professors in Manuel Herrera University(University of Cambridge)

Co-Authors

H-index: 42
Joaquín Izquierdo

Joaquín Izquierdo

Universidad Politécnica de València

H-index: 38
Luís Torgo

Luís Torgo

Dalhousie University

H-index: 38
Ajith Kumar Parlikad

Ajith Kumar Parlikad

University of Cambridge

H-index: 35
Enrico Fortunato Creaco

Enrico Fortunato Creaco

Università degli Studi di Pavia

H-index: 35
david coley

david coley

University of Bath

H-index: 30
Sukumar Natarajan

Sukumar Natarajan

University of Bath

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