Lina Stankovic

According to our database, Lina Stankovic authored at least 103 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Giulia Tanoni, Tamara Sobot, Emanuele Principi, Vladimir Stankovic, Lina Stankovic, Stefano Squartini

Integr. Comput. Aided Eng., 2025

2024

Knowledge Distillation for Scalable Nonintrusive Load Monitoring.

Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Stefano Squartini, Emanuele Principi

IEEE Trans. Ind. Informatics, March, 2024

Toward Transparent Load Disaggregation - A Framework for Quantitative Evaluation of Explainability Using Explainable AI.

Djordje Batic, Vladimir Stankovic, Lina Stankovic

IEEE Trans. Consumer Electron., February, 2024

Human in the loop active learning for time-series electrical measurement data.

Tamara Sobot, Vladimir Stankovic, Lina Stankovic

Eng. Appl. Artif. Intell., 2024

Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data.

Laia Garrobé Fonollosa, Douglas Gillespie, Lina Stankovic, Vladimir Stankovic, Luke Rendell

CoRR, 2024

Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations.

Delong Du, Apostolos K. Vavouris, Omid Veisi, Lu Jin, Gunnar Stevens, Lina Stankovic, Vladimir Stankovic, Alexander Boden

Proceedings of Mensch und Computer 2024, 2024

An Active Learning Framework for Microseismic Event Detection.

Tamara Sobot, David Murray, Vladimir Stankovic, Lina Stankovic, Peidong Shi

Proceedings of the IGARSS 2024, 2024

Dimensionality Reduction for Visualization of Hydrogeophysical and Metereological Recordings on a Landslide Zone.

Apostolos Parasyris, Lina Stankovic, Vladimir Stankovic

Proceedings of the IGARSS 2024, 2024

Explainable AI for Transparent Seismic Signal Classification.

Jiaxin Jiang, Vladimir Stankovic, Lina Stankovic, David Murray, Stella Pytharouli

Proceedings of the IGARSS 2024, 2024

2023

Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation.

Alexander Jamieson, Laura Murray, Vladimir Stankovic, Lina Stankovic, Arjan Buis

Sensors, October, 2023

Performance-Aware NILM Model Optimization for Edge Deployment.

Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic

IEEE Trans. Green Commun. Netw., September, 2023

Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks.

Jiaxin Jiang, Vladimir Stankovic, Lina Stankovic, Emmanouil Parastatidis, Stella Pytharouli

IEEE Trans. Geosci. Remote. Sens., 2023

Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring.

Rachel Stephen Mollel, Lina Stankovic, Vladimir Stankovic

Sensors, 2023

Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings.

Jiangfeng Li, Lina Stankovic, Vladimir Stankovic, Stella Pytharouli, Cheng Yang, Qingjiang Shi

Sensors, 2023

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

Apostolos Parasyris, Lina Stankovic, Vladimir Stankovic

Remote. Sens., 2023

Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification.

Jiangfeng Li, Minxiang Ye, Lina Stankovic, Vladimir Stankovic, Stella Pytharouli

IEEE Geosci. Remote. Sens. Lett., 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.

Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

How Likely is a Random Network Graph Shift-Enabled?

Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic, Qingjiang Shi

IEEE Trans. Signal Inf. Process. over Networks, 2022

Smart Dimmable LED Lighting Systems †.

Milica I. Petkovic, Dragana Bajovic, Dejan Vukobratovic, Juraj Machaj, Peter Brida, Graeme McCutcheon, Lina Stankovic, Vladimir Stankovic

Sensors, 2022

Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming.

Tamara Todic, Lina Stankovic, Vladimir Stankovic, Jiufeng Shi

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Benefits of three-phase metering for load disaggregation.

Apostolos K. Vavouris, Lina Stankovic, Vladimir Stankovic, Jiufeng Shi

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Using explainability tools to inform NILM algorithm performance: a decision tree approach.

Rachel Stephen Mollel, Lina Stankovic, Vladimir Stankovic

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021

Robust Deep Graph Based Learning for Binary Classification.

Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung

IEEE Trans. Signal Inf. Process. over Networks, 2021

Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies.

Jiangfeng Li, Lina Stankovic, Stella Pytharouli, Vladimir Stankovic

IEEE Trans. Geosci. Remote. Sens., 2021

Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation.

Ioannis Vourganas, Vladimir Stankovic, Lina Stankovic

Sensors, 2021

Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study.

Alexander Jamieson, Laura Murray, Lina Stankovic, Vladimir Stankovic, Arjan Buis

Sensors, 2021

How likely is a random graph shift-enabled?

Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic

CoRR, 2021

Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary?

Liyan Chen, Samuel Cheng, Kanghang He, Vladimir Stankovic, Lina Stankovic

IEEE Access, 2021

Transparent AI: explainability of deep learning based load disaggregation.

David Murray, Lina Stankovic, Vladimir Stankovic

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Model Selection-inspired Coefficients Optimization for Polynomial-Kernel Graph Learning.

Cheng Yang, Fen Wang, Minxiang Ye, Guangtao Zhai, Xiao-Ping Zhang, Vladimir Stankovic, Lina Stankovic

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020

Deep-Based Conditional Probability Density Function Forecasting of Residential Loads.

Mousa Afrasiabi, Mohammad Mohammadi, Mohammad Rastegar, Lina Stankovic, Shahabodin Afrasiabi, Mohammad Khazaei

IEEE Trans. Smart Grid, 2020

Distinct Feature Extraction for Video-Based Gait Phase Classification.

Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

IEEE Trans. Multim., 2020

Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests.

Ioannis Vourganas, Vladimir Stankovic, Lina Stankovic, Anna Lito Michala

Sensors, 2020

Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation.

Kanghang He, Vladimir Stankovic, Lina Stankovic

Sensors, 2020

Explainable NILM Networks.

David Murray, Lina Stankovic, Vladimir Stankovic

Proceedings of the NILM '20, 2020

Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods.

Mohammad Khazaei, Lina Stankovic, Vladimir Stankovic

Proceedings of the NILM '20, 2020

Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space.

J. Li, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Stella Pytharouli

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring.

Kanghang He, Dusan Jakovetic, Bochao Zhao, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

IEEE Trans. Smart Grid, 2019

Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models.

Mirsad Cosovic, Tijana Devaja, Dragana Bajovic, Juraj Machaj, Graeme McCutcheon, Vladimir Stankovic, Lina Stankovic, Dejan Vukobratovic

CoRR, 2019

Effect of External Daylight in Smart Dimmable LED Lighting Systems.

Milica I. Petkovic, Dragana Bajovic, Dejan Vukobratovic, Graeme McCutcheon, Lina Stankovic, Vladimir Stankovic

Proceedings of the 28th Wireless and Optical Communications Conference, 2019

Deep Graph Regularized Learning for Binary Classification.

Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung

Proceedings of the IEEE International Conference on Acoustics, 2019

Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection.

Haroon Rashid, Vladimir Stankovic, Lina Stankovic, Pushpendra Singh

Proceedings of the IEEE International Conference on Acoustics, 2019

Transferability of Neural Network Approaches for Low-rate Energy Disaggregation.

David Murray, Lina Stankovic, Vladimir Stankovic, Srdjan Lulic, Srdjan Sladojevic

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Non-Intrusive Load Disaggregation Using Graph Signal Processing.

Kanghang He, Lina Stankovic, Jing Liao, Vladimir Stankovic

IEEE Trans. Smart Grid, 2018

Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations.

Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic

IEEE Signal Process. Lett., 2018

Optimal Detection and Error Exponents for Hidden Semi-Markov Models.

Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic

IEEE J. Sel. Top. Signal Process., 2018

Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing.

Bochao Zhao, Kanghang He, Lina Stankovic, Vladimir Stankovic

IEEE Access, 2018

2017

Optimal detection and error exponents for hidden multi-state processes via random duration model approach.

Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic

CoRR, 2017

Graph-based clustering for identifying region of interest in eye tracker data analysis.

Kanghang He, Cheng Yang, Vladimir Stankovic, Lina Stankovic

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Gait phase classification for in-home gait assessment.

Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016

A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis.

Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr

IEEE J. Sel. Top. Signal Process., 2016

Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System.

Cheng Yang, Ukadike Chris Ugbolue, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Bruce Carse, Konstantinos T. Kaliarntas, Philip J. Rowe

J. Sensors, 2016

On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing.

Bochao Zhao, Lina Stankovic, Vladimir Stankovic

IEEE Access, 2016

Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics.

Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe, Samuel Cheng

IEEE Access, 2016

2015

Kinematics Analysis Multimedia System for Rehabilitation.

Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction.

Georgia Elafoudi, Vladimir Stankovic, Lina Stankovic, Deepti Pappusetti, Hari Kalva

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Blind non-intrusive appliance load monitoring using graph-based signal processing.

Bochao Zhao, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Gait analysis using a single depth camera.

Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Non-intrusive appliance load monitoring using low-resolution smart meter data.

Jing Liao, Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Power disaggregation of domestic smart meter readings using dynamic time warping.

Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic

Proceedings of the 6th International Symposium on Communications, 2014

Detecting Household Activity Patterns from Smart Meter Data.

Jing Liao, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2014 International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

Upper limb movement analysis via marker tracking with a single-camera system.

Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Deterministic network coding over Long Term Evaluation Advance communication system.

Hani Attar, Lina Stankovic, Mohamed Alhihi, Ahmed Ameen

Proceedings of the Fourth International Conference on Digital Information and Communication Technology and its Applicationsm DICTAP 2014, 2014

A graph-based signal processing approach for low-rate energy disaggregation.

Vladimir Stankovic, Jing Liao, Lina Stankovic

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

A low-complexity energy disaggregation method: Performance and robustness.

Hana Altrabalsi, Jing Liao, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

2013

Image registration using BP-SIFT.

Yingxuan Zhu, Samuel Cheng, Vladimir Stankovic, Lina Stankovic

J. Vis. Commun. Image Represent., 2013

Relay-Assisted Rateless Layered Multiple Description Video Delivery.

Sajid Nazir, Vladimir Stankovic, Hani Attar, Lina Stankovic, Samuel Cheng

IEEE J. Sel. Areas Commun., 2013

Multiple marker tracking in a single-camera system for gait analysis.

Cheng Yang, Ukadike Chris Ugbolue, Bruce Carse, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Onboard Low-Complexity Compression of Solar Stereo Images.

Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic

IEEE Trans. Image Process., 2012

Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding.

Shuang Wang, Lijuan Cui, Lina Stankovic, Vladimir Stankovic, Samuel Cheng

IEEE Trans. Circuits Syst. Video Technol., 2012

Cooperative network-coding system for wireless sensor networks.

Hani Attar, Lina Stankovic, Vladimir Stankovic

IET Commun., 2012

Distributed compression for condition monitoring of wind farms.

Shuang Wang, Samuel Cheng, Vladimir Stankovic, Lina Stankovic

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Adaptive Slepian-Wolf decoding using Laplace propagation.

Lijuan Cui, Shuang Wang, Samuel Cheng, Lina Stankovic, Vladimir Stankovic

Proceedings of the 20th European Signal Processing Conference, 2012

Learning scalable dictionaries with application to scalable compressive sensing.

Bojana Begovic, Lina Stankovic, Vladimir Stankovic

Proceedings of the 20th European Signal Processing Conference, 2012

Protocol Design for Farm Animal Monitoring Using Simulation.

Shikha Sarkar, Lina Stankovic, Ivan Andonovic

Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 11th International Conference, 2012

HVS based dictionary learning for scalable sparse image representation.

Bojana Begovic, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks.

Hani Attar, Dejan Vukobratovic, Lina Stankovic, Vladimir Stankovic

Proceedings of the 4th IFIP International Conference on New Technologies, 2011

Onboard low-complexity compression of solar images.

Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Distributed compression: Overview of current and emerging multimedia applications.

Lina Stankovic, Vladimir Stankovic, Samuel Cheng

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable compressive video.

Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images.

Bojana Begovic, Vladimir Stankovic, Lina Stankovic

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Optical MEMS image enhancement with sparse signal representation.

Ganchi Zhang, Li Li, Vladimir Stankovic, Lina Stankovic, Deepak Uttamchandani

Proceedings of the IEEE International Conference on Acoustics, 2011

Correlation estimation with particle-based belief propagation for distributed video coding.

Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Multiterminal source coding for multiview images under wireless fading channels.

Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Multim. Tools Appl., 2010

The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels.

Dragan Rastovac, Dejan Vukobratovic, Vladimir Stankovic, Lina Stankovic

Proceedings of IEEE International Conference on Communications, 2010

Distributed video coding with particle filtering for correlation tracking.

Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng

Proceedings of the 18th European Signal Processing Conference, 2010

Distributed source coding: Theory and applications.

Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Bandwidth efficient multi-station wireless streaming based on complete complementary sequences.

Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Yang Yang, Zixiang Xiong

IEEE Trans. Wirel. Commun., 2009

Scalable Video Multicast Using Expanding Window Fountain Codes.

Dejan Vukobratovic, Vladimir Stankovic, Dino Sejdinovic, Lina Stankovic, Zixiang Xiong

IEEE Trans. Multim., 2009

Compress-spread-forward with multiterminal source coding and complete complementary sequences.

Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Yang Yang, Zixiang Xiong

IEEE Trans. Commun., 2009

An Efficient Spectrum Sensing Scheme for Cognitive Radio.

Samuel Cheng, Vladimir Stankovic, Lina Stankovic

IEEE Signal Process. Lett., 2009

Precoded EWF codes for unequal error protection of scalable video.

Dejan Vukobratovic, Vladimir Stankovic, Lina Stankovic, Dino Sejdinovic

Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Compressive image sampling with side information.

Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the International Conference on Image Processing, 2009

Optical imaging with scanning MEMS mirror - A single photodetector approach.

Li Li, Mohammad Mirza, Vladimir Stankovic, Lijie Li, Lina Stankovic, Deepak Uttamchandani, Samuel Cheng

Proceedings of the International Conference on Image Processing, 2009

Stereo Image Transmission over Fading Channels with Multiterminal Source Coding.

Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of IEEE International Conference on Communications, 2009

Improved sift-based image registration using belief propagation.

Samuel Cheng, Vladimir Stankovic, Lina Stankovic

Proceedings of the IEEE International Conference on Acoustics, 2009

Blind time-period synchronization for LDPC Convolutionally Coded transmission.

Cedomir Stefanovic, Dejan Vukobratovic, Dragana Bajic, Lina Stankovic, Vladimir Stankovic

Proceedings of the 17th European Signal Processing Conference, 2009

Sparse signal recovery with side information.

Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Expanding Window Fountain codes for scalable video multicast.

Dejan Vukobratovic, Vladimir Stankovic, Dino Sejdinovic, Lina Stankovic, Zixiang Xiong

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Image-in-image hiding using complete complementary sequences.

Qiwen Liu, Chadi Khirallah, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Compressive video sampling.

Vladimir Stankovic, Lina Stankovic, Samuel Cheng

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Multi-session Network spread coding.

Chadi Khirallah, Lina Stankovic, Vladimir Stankovic

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Cumulative intelligence gathering for smart vehicles.

Samuel Cheng, Lina Stankovic, Vladimir Stankovic, Hazem H. Refai

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008