Lina Stankovic

Lina Stankovic

University of Strathclyde

H-index: 32

Europe-United Kingdom

About Lina Stankovic

Lina Stankovic, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Strathclyde, specializes in the field of Signal Information Processing, Data Science, AI, Energy.

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

A weakly supervised active learning framework for non-intrusive load monitoring

the Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array

Analysis of Smart Meter Data for Energy Waste Management

Smart energy technologies for the collective: Time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway

Performance-aware NILM model optimization for edge deployment

Semi-supervised seismic event detection using Siamese Networks

Knowledge Distillation for Scalable Nonintrusive Load Monitoring

Lina Stankovic Information

University

Position

Reader (equiv. to Full professor) at

Citations(all)

4083

Citations(since 2020)

2651

Cited By

3163

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

77

i10Index(since 2020)

50

Email

University Profile Page

Google Scholar

Lina Stankovic Skills & Research Interests

Signal Information Processing

Data Science

AI

Energy

Top articles of Lina Stankovic

Title

Journal

Author(s)

Publication Date

A weakly supervised active learning framework for non-intrusive load monitoring

Integrated Computer-Aided Engineering

Giulia Tanoni

Tamara Sobot

Emanuele Principi

Vladimir Stankovic

Lina Stankovic

...

2024/3/5

the Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

Scientific Data

Sotirios Athanasoulias

Fernanda Guasselli

Nikolaos Doulamis

Anastasios Doulamis

Nikolaos Ipiotis

...

2024/4/12

Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array

Geophysical Journal International

E Parastatidis

S Pytharouli

L Stankovic

V Stankovic

P Shi

...

2024/2

Analysis of Smart Meter Data for Energy Waste Management

Djordje Batic

Lina Stankovic

Vladimir Stankovic

2024/1/24

Smart energy technologies for the collective: Time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway

Energy Research & Social Science

Fernanda Guasselli

Apostolos Vavouris

Lina Stankovic

Vladimir Stankovic

Sébastien Didierjean

...

2024/4/1

Performance-aware NILM model optimization for edge deployment

IEEE Transactions on Green Communications and Networking

Stavros Sykiotis

Sotirios Athanasoulias

Maria Kaselimi

Anastasios Doulamis

Nikolaos Doulamis

...

2023/2/13

Semi-supervised seismic event detection using Siamese Networks

EGU General Assembly Conference Abstracts

David Murray

Lina Stankovic

Stella Pytharouli

Vladimir Stankovic

2023/5

Knowledge Distillation for Scalable Nonintrusive Load Monitoring

IEEE Transactions on Industrial Informatics

Giulia Tanoni

Lina Stankovic

Vladimir Stankovic

Stefano Squartini

Emanuele Principi

2023/11/9

Integration of Drivers’ Routines into Lifecycle Assessment of Electric Vehicles

Transportation Research Procedia

Apostolos Vavouris

Lina Stankovic

Vladimir Stankovic

2023/1/1

Improving knowledge distillation for non-intrusive load monitoring through explainability guided learning

Djordje Batic

Giulia Tanoni

Lina Stankovic

Vladimir Stankovic

Emanuele Principi

2023/6/4

Unsupervised cluster analysis of walking activity data for healthy individuals and individuals with lower limb amputation

Sensors

Alexander Jamieson

Laura Murray

Vladimir Stankovic

Lina Stankovic

Arjan Buis

2023/9/29

Near surface full waveform inversion via deep learning for subsurface imaging

A Parasyris

L Stankovic

S Pytharouli

V Stankovic

2023/4/12

Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building

Remote Sensing

Apostolos Parasyris

Lina Stankovic

Vladimir Stankovic

2023/6/2

Transfer learning for multi-objective non-intrusive load monitoring in smart building

Applied Energy

Dandan Li

Jiangfeng Li

Xin Zeng

Vladimir Stankovic

Lina Stankovic

...

2023/1/1

Microseismic event classification with time-, frequency-, and wavelet-domain convolutional neural networks

IEEE Transactions on Geoscience and Remote Sensing

Jiaxin Jiang

Vladimir Stankovic

Lina Stankovic

Emmanouil Parastatidis

Stella Pytharouli

2023/3/27

Domain knowledge informed multitask learning for landslide induced seismic classification

IEEE Geoscience and Remote Sensing Letters

Jiangfeng Li

Minxiang Ye

Lina Stankovic

Vladimir Stankovic

Stella Pytharouli

2023/5/23

Towards transparent load disaggregation–a framework for quantitative evaluation of explainability using explainable AI

IEEE Transactions on Consumer Electronics

Djordje Batic

Vladimir Stankovic

Lina Stankovic

2023/8/1

Explainability-informed feature selection and performance prediction for nonintrusive load monitoring

Sensors

Rachel Stephen Mollel

Lina Stankovic

Vladimir Stankovic

2023/5/17

An active learning framework for the low-frequency non-intrusive load monitoring problem

Applied Energy

Tamara Todic

Vladimir Stankovic

Lina Stankovic

2023/7/1

Quantification of dairy farm energy consumption to support the transition to sustainable farming

Tamara Todic

Lina Stankovic

Vladimir Stankovic

Jiufeng Shi

2022/6/20

See List of Professors in Lina Stankovic University(University of Strathclyde)

Co-Authors

academic-engine