Lina Stankovic

112 papers A 3B 10C 7Misc 9Journal 53Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generative self-supervised learning for seismic event classification. Eng. Appl. Artif. Intell. Jiaxin Jiang, Vladimir Stankovic, Lina Stankovic, David Murray, Stella Pytharouli
2026	J	`jnl`	Hybrid machine teaching with human oversight for classification of seismograms. Appl. Soft Comput. Tamara Sobot, David Murray, Vladimir Stankovic, Lina Stankovic
2026	J	`jnl`	Reimagining Emotion AI at Home: Exploring the Potential of Emotion-adaptive Eco-feedback in Personal Assistant Using Matchmaking for AI. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Lu Jin, Apostolos K. Vavouris, Nico Castelli, Dominik Pins, Alexander Boden, Lina Stankovic, Vladimir Stankovic
2025	J	`jnl`	A Temporal-Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction. IEEE Trans. Artif. Intell. Dandan Li, Jiaxing Xia, Jiangfeng Li, Changjiang Xiao, Vladimir Stankovic, Lina Stankovic, Qingjiang Shi
2025	J	`jnl`	A weakly supervised active learning framework for non-intrusive load monitoring. Integr. Comput. Aided Eng. Giulia Tanoni, Tamara Sobot, Emanuele Principi, Vladimir Stankovic, Lina Stankovic, Stefano Squartini
2025	J	`jnl`	Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge. Expert Syst. Appl. Djordje Batic, Giulia Tanoni, Emanuele Principi, Lina Stankovic, Vladimir Stankovic, Stefano Squartini
2025	J	`jnl`	Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations. CoRR Delong Du, Apostolos K. Vavouris, Omid Veisi, Lu Jin, Gunnar Stevens, Lina Stankovic, Vladimir Stankovic, Alexander Boden
2025	J	`jnl`	XNILMBoost: Explainability-informed load disaggregation training enhancement using attribution priors. Eng. Appl. Artif. Intell. Djordje Batic, Vladimir Stankovic, Lina Stankovic
2024	C	`conf`	An Active Learning Framework for Microseismic Event Detection. IGARSS Tamara Sobot, David Murray, Vladimir Stankovic, Lina Stankovic, Peidong Shi
2024	C	`conf`	Dimensionality Reduction for Visualization of Hydrogeophysical and Metereological Recordings on a Landslide Zone. IGARSS Apostolos Parasyris, Lina Stankovic, Vladimir Stankovic
2024	C	`conf`	Explainable AI for Transparent Seismic Signal Classification. IGARSS Jiaxin Jiang, Vladimir Stankovic, Lina Stankovic, David Murray, Stella Pytharouli
2024	J	`jnl`	Human in the loop active learning for time-series electrical measurement data. Eng. Appl. Artif. Intell. Tamara Sobot, Vladimir Stankovic, Lina Stankovic
2024	J	`jnl`	Knowledge Distillation for Scalable Nonintrusive Load Monitoring. IEEE Trans. Ind. Informatics Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Stefano Squartini, Emanuele Principi
2024	C	`conf`	Siamese Unsupervised Clustering For Removing Uncertainty In Microseismic Signal Labelling. IGARSS David Murray, Lina Stankovic, Vladimir Stankovic
2024	Misc	`conf`	Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations. MuC Delong Du, Apostolos K. Vavouris, Omid Veisi, Lu Jin, Gunnar Stevens, Lina Stankovic, Vladimir Stankovic, Alexander Boden
2024	J	`jnl`	Toward Transparent Load Disaggregation - A Framework for Quantitative Evaluation of Explainability Using Explainable AI. IEEE Trans. Consumer Electron. Djordje Batic, Vladimir Stankovic, Lina Stankovic
2024	J	`jnl`	Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data. CoRR Laia Garrobé Fonollosa, Douglas Gillespie, Lina Stankovic, Vladimir Stankovic, Luke Rendell
2023	J	`jnl`	Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification. IEEE Geosci. Remote. Sens. Lett. Jiangfeng Li, Minxiang Ye, Lina Stankovic, Vladimir Stankovic, Stella Pytharouli
2023	J	`jnl`	Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring. Sensors Rachel Stephen Mollel, Lina Stankovic, Vladimir Stankovic
2023	J	`jnl`	Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings. Sensors Jiangfeng Li, Lina Stankovic, Vladimir Stankovic, Stella Pytharouli, Cheng Yang, Qingjiang Shi
2023	Misc	`conf`	Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning. ICASSP Djordje Batic, Giulia Tanoni, Lina Stankovic, Vladimir Stankovic, Emanuele Principi
2023	J	`jnl`	Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Jiaxin Jiang, Vladimir Stankovic, Lina Stankovic, Emmanouil Parastatidis, Stella Pytharouli
2023	J	`jnl`	Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic
2023	J	`jnl`	Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building. Remote. Sens. Apostolos Parasyris, Lina Stankovic, Vladimir Stankovic
2023	J	`jnl`	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
2022	—	`conf`	Benefits of three-phase metering for load disaggregation. BuildSys Apostolos K. Vavouris, Lina Stankovic, Vladimir Stankovic, Jiufeng Shi
2022	J	`jnl`	How Likely is a Random Network Graph Shift-Enabled? IEEE Trans. Signal Inf. Process. over Networks Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic, Qingjiang Shi
2022	B	`conf`	Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming. SMARTCOMP Tamara Todic, Lina Stankovic, Vladimir Stankovic, Jiufeng Shi
2022	J	`jnl`	Smart Dimmable LED Lighting Systems †. Sensors Milica I. Petkovic, Dragana Bajovic, Dejan Vukobratovic, Juraj Machaj, Peter Brida, Graeme McCutcheon, Lina Stankovic, Vladimir Stankovic
2022	—	`conf`	Using explainability tools to inform NILM algorithm performance: a decision tree approach. BuildSys Rachel Stephen Mollel, Lina Stankovic, Vladimir Stankovic
2021	J	`jnl`	Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies. IEEE Trans. Geosci. Remote. Sens. Jiangfeng Li, Lina Stankovic, Stella Pytharouli, Vladimir Stankovic
2021	J	`jnl`	How likely is a random graph shift-enabled? CoRR Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2021	J	`jnl`	Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study. Sensors Alexander Jamieson, Laura Murray, Lina Stankovic, Vladimir Stankovic, Arjan Buis
2021	J	`jnl`	Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation. Sensors Ioannis Vourganas, Vladimir Stankovic, Lina Stankovic
2021	—	`conf`	Model Selection-inspired Coefficients Optimization for Polynomial-Kernel Graph Learning. APSIPA ASC Cheng Yang, Fen Wang, Minxiang Ye, Guangtao Zhai, Xiao-Ping Zhang, Vladimir Stankovic, Lina Stankovic
2021	J	`jnl`	Robust Deep Graph Based Learning for Binary Classification. IEEE Trans. Signal Inf. Process. over Networks Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung
2021	—	`conf`	Transparent AI: explainability of deep learning based load disaggregation. BuildSys David Murray, Lina Stankovic, Vladimir Stankovic
2021	J	`jnl`	Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary? IEEE Access Liyan Chen, Samuel Cheng, Kanghang He, Vladimir Stankovic, Lina Stankovic
2020	J	`jnl`	Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation. Sensors Kanghang He, Vladimir Stankovic, Lina Stankovic
2020	J	`jnl`	Deep-Based Conditional Probability Density Function Forecasting of Residential Loads. IEEE Trans. Smart Grid Mousa Afrasiabi, Mohammad Mohammadi, Mohammad Rastegar, Lina Stankovic, Shahabodin Afrasiabi, Mohammad Khazaei
2020	J	`jnl`	Distinct Feature Extraction for Video-Based Gait Phase Classification. IEEE Trans. Multim. Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2020	J	`jnl`	Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests. Sensors Ioannis Vourganas, Vladimir Stankovic, Lina Stankovic, Anna Lito Michala
2020	—	`conf`	Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods. NILM@SenSys Mohammad Khazaei, Lina Stankovic, Vladimir Stankovic
2020	—	`conf`	Explainable NILM Networks. NILM@SenSys David Murray, Lina Stankovic, Vladimir Stankovic
2020	C	`conf`	Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space. IGARSS J. Li, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Stella Pytharouli
2019	J	`jnl`	A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid Kanghang He, Dusan Jakovetic, Bochao Zhao, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2019	Misc	`conf`	Deep Graph Regularized Learning for Binary Classification. ICASSP Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung
2019	J	`jnl`	Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models. CoRR Mirsad Cosovic, Tijana Devaja, Dragana Bajovic, Juraj Machaj, Graeme McCutcheon, Vladimir Stankovic, Lina Stankovic, Dejan Vukobratovic
2019	—	`conf`	Effect of External Daylight in Smart Dimmable LED Lighting Systems. WOCC Milica I. Petkovic, Dragana Bajovic, Dejan Vukobratovic, Graeme McCutcheon, Lina Stankovic, Vladimir Stankovic
2019	Misc	`conf`	Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection. ICASSP Haroon Rashid, Vladimir Stankovic, Lina Stankovic, Pushpendra Singh
2019	J	`jnl`	Robust Deep Graph Based Learning for Binary Classification. CoRR Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung
2019	Misc	`conf`	Transferability of Neural Network Approaches for Low-rate Energy Disaggregation. ICASSP David Murray, Lina Stankovic, Vladimir Stankovic, Srdjan Lulic, Srdjan Sladojevic
2018	J	`jnl`	Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing. IEEE Access Bochao Zhao, Kanghang He, Lina Stankovic, Vladimir Stankovic
2018	J	`jnl`	Non-Intrusive Load Disaggregation Using Graph Signal Processing. IEEE Trans. Smart Grid Kanghang He, Lina Stankovic, Jing Liao, Vladimir Stankovic
2018	J	`jnl`	Optimal Detection and Error Exponents for Hidden Semi-Markov Models. IEEE J. Sel. Top. Signal Process. Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic
2018	J	`jnl`	Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations. IEEE Signal Process. Lett. Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2017	A	`conf`	Gait phase classification for in-home gait assessment. ICME Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2017	C	`conf`	Graph-based clustering for identifying region of interest in eye tracker data analysis. MMSP Kanghang He, Cheng Yang, Vladimir Stankovic, Lina Stankovic
2017	J	`jnl`	Optimal detection and error exponents for hidden multi-state processes via random duration model approach. CoRR Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic
2016	J	`jnl`	A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis. IEEE J. Sel. Top. Signal Process. Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr
2016	J	`jnl`	Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System. J. Sensors Cheng Yang, Ukadike Chris Ugbolue, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Bruce Carse, Konstantinos T. Kaliarntas, Philip J. Rowe
2016	J	`jnl`	Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics. IEEE Access Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe, Samuel Cheng
2016	J	`jnl`	On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing. IEEE Access Bochao Zhao, Lina Stankovic, Vladimir Stankovic
2015	—	`conf`	Blind non-intrusive appliance load monitoring using graph-based signal processing. GlobalSIP Bochao Zhao, Lina Stankovic, Vladimir Stankovic
2015	—	`conf`	Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction. ICIAP Workshops Georgia Elafoudi, Vladimir Stankovic, Lina Stankovic, Deepti Pappusetti, Hari Kalva
2015	—	`conf`	Gait analysis using a single depth camera. GlobalSIP Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr
2015	—	`conf`	Kinematics Analysis Multimedia System for Rehabilitation. ICIAP Workshops Minxiang Ye, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Andrew Kerr
2014	—	`conf`	A graph-based signal processing approach for low-rate energy disaggregation. CIES Vladimir Stankovic, Jing Liao, Lina Stankovic
2014	—	`conf`	A low-complexity energy disaggregation method: Performance and robustness. CIASG Hana Altrabalsi, Jing Liao, Lina Stankovic, Vladimir Stankovic
2014	B	`conf`	Detecting Household Activity Patterns from Smart Meter Data. Intelligent Environments Jing Liao, Lina Stankovic, Vladimir Stankovic
2014	—	`conf`	Deterministic network coding over Long Term Evaluation Advance communication system. DICTAP Hani Attar, Lina Stankovic, Mohamed Alhihi, Ahmed Ameen
2014	—	`conf`	Non-intrusive appliance load monitoring using low-resolution smart meter data. SmartGridComm Jing Liao, Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic
2014	—	`conf`	Power disaggregation of domestic smart meter readings using dynamic time warping. ISCCSP Georgia Elafoudi, Lina Stankovic, Vladimir Stankovic
2014	B	`conf`	Upper limb movement analysis via marker tracking with a single-camera system. ICIP Cheng Yang, Andrew Kerr, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe
2013	J	`jnl`	Image registration using BP-SIFT. J. Vis. Commun. Image Represent. Yingxuan Zhu, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2013	B	`conf`	Multiple marker tracking in a single-camera system for gait analysis. ICIP Cheng Yang, Ukadike Chris Ugbolue, Bruce Carse, Vladimir Stankovic, Lina Stankovic, Philip J. Rowe
2013	J	`jnl`	Relay-Assisted Rateless Layered Multiple Description Video Delivery. IEEE J. Sel. Areas Commun. Sajid Nazir, Vladimir Stankovic, Hani Attar, Lina Stankovic, Samuel Cheng
2012	J	`jnl`	Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding. IEEE Trans. Circuits Syst. Video Technol. Shuang Wang, Lijuan Cui, Lina Stankovic, Vladimir Stankovic, Samuel Cheng
2012	—	`conf`	Adaptive Slepian-Wolf decoding using Laplace propagation. EUSIPCO Lijuan Cui, Shuang Wang, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
2012	J	`jnl`	Cooperative network-coding system for wireless sensor networks. IET Commun. Hani Attar, Lina Stankovic, Vladimir Stankovic
2012	Misc	`conf`	Distributed compression for condition monitoring of wind farms. ICASSP Shuang Wang, Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2012	—	`conf`	HVS based dictionary learning for scalable sparse image representation. ACSCC Bojana Begovic, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2012	—	`conf`	Learning scalable dictionaries with application to scalable compressive sensing. EUSIPCO Bojana Begovic, Lina Stankovic, Vladimir Stankovic
2012	J	`jnl`	Onboard Low-Complexity Compression of Solar Stereo Images. IEEE Trans. Image Process. Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
2012	—	`conf`	Protocol Design for Farm Animal Monitoring Using Simulation. ADHOC-NOW Shikha Sarkar, Lina Stankovic, Ivan Andonovic
2011	B	`conf`	Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images. ICIP Bojana Begovic, Vladimir Stankovic, Lina Stankovic
2011	Misc	`conf`	Correlation estimation with particle-based belief propagation for distributed video coding. ICASSP Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng
2011	B	`conf`	Distributed compression: Overview of current and emerging multimedia applications. ICIP Lina Stankovic, Vladimir Stankovic, Samuel Cheng
2011	B	`conf`	Onboard low-complexity compression of solar images. ICIP Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic
2011	Misc	`conf`	Optical MEMS image enhancement with sparse signal representation. ICASSP Ganchi Zhang, Li Li, Vladimir Stankovic, Lina Stankovic, Deepak Uttamchandani
2011	—	`conf`	Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks. NTMS Hani Attar, Dejan Vukobratovic, Lina Stankovic, Vladimir Stankovic
2011	B	`conf`	Scalable compressive video. ICIP Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2010	—	`conf`	Distributed source coding: Theory and applications. EUSIPCO Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2010	—	`conf`	Distributed video coding with particle filtering for correlation tracking. EUSIPCO Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng
2010	J	`jnl`	Multiterminal source coding for multiview images under wireless fading channels. Multim. Tools Appl. Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2010	—	`conf`	The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels. ICC Dragan Rastovac, Dejan Vukobratovic, Vladimir Stankovic, Lina Stankovic
2009	J	`jnl`	An Efficient Spectrum Sensing Scheme for Cognitive Radio. IEEE Signal Process. Lett. Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2009	J	`jnl`	Bandwidth efficient multi-station wireless streaming based on complete complementary sequences. IEEE Trans. Wirel. Commun. Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Yang Yang, Zixiang Xiong
2009	—	`conf`	Blind time-period synchronization for LDPC Convolutionally Coded transmission. EUSIPCO Cedomir Stefanovic, Dejan Vukobratovic, Dragana Bajic, Lina Stankovic, Vladimir Stankovic
2009	J	`jnl`	Compress-spread-forward with multiterminal source coding and complete complementary sequences. IEEE Trans. Commun. Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Yang Yang, Zixiang Xiong
2009	B	`conf`	Compressive image sampling with side information. ICIP Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2009	Misc	`conf`	Improved sift-based image registration using belief propagation. ICASSP Samuel Cheng, Vladimir Stankovic, Lina Stankovic
2009	B	`conf`	Optical imaging with scanning MEMS mirror - A single photodetector approach. ICIP Li Li, Mohammad Mirza, Vladimir Stankovic, Lijie Li, Lina Stankovic, Deepak Uttamchandani, Samuel Cheng
2009	—	`conf`	Precoded EWF codes for unequal error protection of scalable video. MobiMedia Dejan Vukobratovic, Vladimir Stankovic, Lina Stankovic, Dino Sejdinovic
2009	J	`jnl`	Scalable Video Multicast Using Expanding Window Fountain Codes. IEEE Trans. Multim. Dejan Vukobratovic, Vladimir Stankovic, Dino Sejdinovic, Lina Stankovic, Zixiang Xiong
2009	—	`conf`	Sparse signal recovery with side information. EUSIPCO Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2009	—	`conf`	Stereo Image Transmission over Fading Channels with Multiterminal Source Coding. ICC Chadi Khirallah, Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2008	—	`conf`	Compressive video sampling. EUSIPCO Vladimir Stankovic, Lina Stankovic, Samuel Cheng
2008	C	`conf`	Cumulative intelligence gathering for smart vehicles. AICCSA Samuel Cheng, Lina Stankovic, Vladimir Stankovic, Hazem H. Refai
2008	A	`conf`	Expanding Window Fountain codes for scalable video multicast. ICME Dejan Vukobratovic, Vladimir Stankovic, Dino Sejdinovic, Lina Stankovic, Zixiang Xiong
2008	A	`conf`	Image-in-image hiding using complete complementary sequences. ICME Qiwen Liu, Chadi Khirallah, Lina Stankovic, Vladimir Stankovic
2008	—	`conf`	Multi-session Network spread coding. EUSIPCO Chadi Khirallah, Lina Stankovic, Vladimir Stankovic