Lina Stankovic

Orcid: 0000-0002-8112-1976

According to our database1, Lina Stankovic authored at least 95 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Knowledge Distillation for Scalable Nonintrusive Load Monitoring.
IEEE Trans. Ind. Informatics, March, 2024

2023
Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation.
Sensors, October, 2023

Performance-Aware NILM Model Optimization for Edge Deployment.
IEEE Trans. Green Commun. Netw., September, 2023

Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2023

Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring.
Sensors, 2023

Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings.
Sensors, 2023

Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building.
Remote. Sens., 2023

Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
How Likely is a Random Network Graph Shift-Enabled?
IEEE Trans. Signal Inf. Process. over Networks, 2022

Smart Dimmable LED Lighting Systems †.
Sensors, 2022

Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Benefits of three-phase metering for load disaggregation.
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.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021
Robust Deep Graph Based Learning for Binary Classification.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies.
IEEE Trans. Geosci. Remote. Sens., 2021

Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation.
Sensors, 2021

Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study.
Sensors, 2021

How likely is a random graph shift-enabled?
CoRR, 2021

Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary?
IEEE Access, 2021

Transparent AI: explainability of deep learning based load disaggregation.
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.
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.
IEEE Trans. Smart Grid, 2020

Distinct Feature Extraction for Video-Based Gait Phase Classification.
IEEE Trans. Multim., 2020

Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests.
Sensors, 2020

Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation.
Sensors, 2020

Explainable NILM Networks.
Proceedings of the NILM '20, 2020

Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods.
Proceedings of the NILM '20, 2020

Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2019

Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models.
CoRR, 2019

Effect of External Daylight in Smart Dimmable LED Lighting Systems.
Proceedings of the 28th Wireless and Optical Communications Conference, 2019

Deep Graph Regularized Learning for Binary Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

Transferability of Neural Network Approaches for Low-rate Energy Disaggregation.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Non-Intrusive Load Disaggregation Using Graph Signal Processing.
IEEE Trans. Smart Grid, 2018

Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations.
IEEE Signal Process. Lett., 2018

Optimal Detection and Error Exponents for Hidden Semi-Markov Models.
IEEE J. Sel. Top. Signal Process., 2018

Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing.
IEEE Access, 2018

2017
Optimal detection and error exponents for hidden multi-state processes via random duration model approach.
CoRR, 2017

Graph-based clustering for identifying region of interest in eye tracker data analysis.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Gait phase classification for in-home gait assessment.
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.
IEEE J. Sel. Top. Signal Process., 2016

Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System.
J. Sensors, 2016

On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing.
IEEE Access, 2016

Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics.
IEEE Access, 2016

2015
Kinematics Analysis Multimedia System for Rehabilitation.
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.
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.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Gait analysis using a single depth camera.
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.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Power disaggregation of domestic smart meter readings using dynamic time warping.
Proceedings of the 6th International Symposium on Communications, 2014

Detecting Household Activity Patterns from Smart Meter Data.
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.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Deterministic network coding over Long Term Evaluation Advance communication system.
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.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014

A low-complexity energy disaggregation method: Performance and robustness.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

2013
Image registration using BP-SIFT.
J. Vis. Commun. Image Represent., 2013

Relay-Assisted Rateless Layered Multiple Description Video Delivery.
IEEE J. Sel. Areas Commun., 2013

Multiple marker tracking in a single-camera system for gait analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Onboard Low-Complexity Compression of Solar Stereo Images.
IEEE Trans. Image Process., 2012

Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Cooperative network-coding system for wireless sensor networks.
IET Commun., 2012

Distributed compression for condition monitoring of wind farms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Adaptive Slepian-Wolf decoding using Laplace propagation.
Proceedings of the 20th European Signal Processing Conference, 2012

Learning scalable dictionaries with application to scalable compressive sensing.
Proceedings of the 20th European Signal Processing Conference, 2012

Protocol Design for Farm Animal Monitoring Using Simulation.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 11th International Conference, 2012

HVS based dictionary learning for scalable sparse image representation.
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.
Proceedings of the 4th IFIP International Conference on New Technologies, 2011

Onboard low-complexity compression of solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Distributed compression: Overview of current and emerging multimedia applications.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Scalable compressive video.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Optical MEMS image enhancement with sparse signal representation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Correlation estimation with particle-based belief propagation for distributed video coding.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Multiterminal source coding for multiview images under wireless fading channels.
Multim. Tools Appl., 2010

The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels.
Proceedings of IEEE International Conference on Communications, 2010

Distributed video coding with particle filtering for correlation tracking.
Proceedings of the 18th European Signal Processing Conference, 2010

Distributed source coding: Theory and applications.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Bandwidth efficient multi-station wireless streaming based on complete complementary sequences.
IEEE Trans. Wirel. Commun., 2009

Scalable Video Multicast Using Expanding Window Fountain Codes.
IEEE Trans. Multim., 2009

Compress-spread-forward with multiterminal source coding and complete complementary sequences.
IEEE Trans. Commun., 2009

An Efficient Spectrum Sensing Scheme for Cognitive Radio.
IEEE Signal Process. Lett., 2009

Precoded EWF codes for unequal error protection of scalable video.
Proceedings of the 5th International Conference on Mobile Multimedia Communications, 2009

Compressive image sampling with side information.
Proceedings of the International Conference on Image Processing, 2009

Optical imaging with scanning MEMS mirror - A single photodetector approach.
Proceedings of the International Conference on Image Processing, 2009

Stereo Image Transmission over Fading Channels with Multiterminal Source Coding.
Proceedings of IEEE International Conference on Communications, 2009

Improved sift-based image registration using belief propagation.
Proceedings of the IEEE International Conference on Acoustics, 2009

Blind time-period synchronization for LDPC Convolutionally Coded transmission.
Proceedings of the 17th European Signal Processing Conference, 2009

Sparse signal recovery with side information.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Expanding Window Fountain codes for scalable video multicast.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Image-in-image hiding using complete complementary sequences.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Compressive video sampling.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Multi-session Network spread coding.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Cumulative intelligence gathering for smart vehicles.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008


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