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Lina Stankovic
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2020 – today
- 2024
- [j40]Tamara Sobot
, Vladimir Stankovic, Lina Stankovic
:
Human in the loop active learning for time-series electrical measurement data. Eng. Appl. Artif. Intell. 133: 108589 (2024) - [j39]Djordje Batic
, Vladimir Stankovic
, Lina Stankovic
:
Toward Transparent Load Disaggregation - A Framework for Quantitative Evaluation of Explainability Using Explainable AI. IEEE Trans. Consumer Electron. 70(1): 4345-4356 (2024) - [j38]Giulia Tanoni
, Lina Stankovic
, Vladimir Stankovic
, Stefano Squartini
, Emanuele Principi
:
Knowledge Distillation for Scalable Nonintrusive Load Monitoring. IEEE Trans. Ind. Informatics 20(3): 4710-4721 (2024) - [c55]Delong Du, Apostolos K. Vavouris, Omid Veisi, Lu Jin, Gunnar Stevens, Lina Stankovic, Vladimir Stankovic, Alexander Boden:
Time and Money Matters for Sustainability: Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations. MuC 2024: 269-278 - 2023
- [j37]Jiangfeng Li
, Minxiang Ye
, Lina Stankovic
, Vladimir Stankovic
, Stella Pytharouli
:
Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j36]Apostolos Parasyris
, Lina Stankovic
, Vladimir Stankovic
:
Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building. Remote. Sens. 15(11): 2901 (2023) - [j35]Jiangfeng Li
, Lina Stankovic
, Vladimir Stankovic
, Stella Pytharouli
, Cheng Yang, Qingjiang Shi:
Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings. Sensors 23(1): 243 (2023) - [j34]Rachel Stephen Mollel
, Lina Stankovic
, Vladimir Stankovic
:
Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring. Sensors 23(10): 4845 (2023) - [j33]Alexander Jamieson
, Laura Murray
, Vladimir Stankovic
, Lina Stankovic
, Arjan Buis
:
Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation. Sensors 23(19): 8164 (2023) - [j32]Stavros Sykiotis
, Sotirios Athanasoulias
, Maria Kaselimi
, Anastasios D. Doulamis
, Nikolaos Doulamis
, Lina Stankovic
, Vladimir Stankovic
:
Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. 7(3): 1434-1446 (2023) - [j31]Jiaxin Jiang
, Vladimir Stankovic
, Lina Stankovic
, Emmanouil Parastatidis
, Stella Pytharouli
:
Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c54]Djordje Batic
, Giulia Tanoni
, Lina Stankovic
, Vladimir Stankovic
, Emanuele Principi:
Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning. ICASSP 2023: 1-5 - 2022
- [j30]Milica I. Petkovic
, Dragana Bajovic, Dejan Vukobratovic, Juraj Machaj
, Peter Brida
, Graeme McCutcheon, Lina Stankovic
, Vladimir Stankovic
:
Smart Dimmable LED Lighting Systems †. Sensors 22(21): 8523 (2022) - [j29]Liyan Chen
, Samuel Cheng
, Vladimir Stankovic
, Lina Stankovic
, Qingjiang Shi
:
How Likely is a Random Network Graph Shift-Enabled? IEEE Trans. Signal Inf. Process. over Networks 8: 973-982 (2022) - [c53]Rachel Stephen Mollel
, Lina Stankovic
, Vladimir Stankovic
:
Using explainability tools to inform NILM algorithm performance: a decision tree approach. BuildSys@SenSys 2022: 368-372 - [c52]Apostolos K. Vavouris
, Lina Stankovic
, Vladimir Stankovic
, Jiufeng Shi:
Benefits of three-phase metering for load disaggregation. BuildSys@SenSys 2022: 393-397 - [c51]Tamara Todic, Lina Stankovic
, Vladimir Stankovic
, Jiufeng Shi:
Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming. SMARTCOMP 2022: 368-373 - 2021
- [j28]Liyan Chen
, Samuel Cheng
, Kanghang He
, Vladimir Stankovic
, Lina Stankovic
:
Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary? IEEE Access 9: 75082-75089 (2021) - [j27]Ioannis Vourganas
, Vladimir Stankovic
, Lina Stankovic
:
Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation. Sensors 21(1): 2 (2021) - [j26]Alexander Jamieson
, Laura Murray
, Lina Stankovic
, Vladimir Stankovic
, Arjan Buis
:
Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study. Sensors 21(24): 8377 (2021) - [j25]Jiangfeng Li
, Lina Stankovic
, Stella Pytharouli
, Vladimir Stankovic
:
Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies. IEEE Trans. Geosci. Remote. Sens. 59(9): 7996-8006 (2021) - [j24]Minxiang Ye
, Vladimir Stankovic
, Lina Stankovic
, Gene Cheung:
Robust Deep Graph Based Learning for Binary Classification. IEEE Trans. Signal Inf. Process. over Networks 7: 322-335 (2021) - [c50]Cheng Yang, Fen Wang, Minxiang Ye, Guangtao Zhai, Xiao-Ping Zhang, Vladimir Stankovic, Lina Stankovic:
Model Selection-inspired Coefficients Optimization for Polynomial-Kernel Graph Learning. APSIPA ASC 2021: 344-350 - [c49]David Murray, Lina Stankovic, Vladimir Stankovic:
Transparent AI: explainability of deep learning based load disaggregation. BuildSys@SenSys 2021: 268-271 - [i4]Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic:
How likely is a random graph shift-enabled? CoRR abs/2109.00339 (2021) - 2020
- [j23]Ioannis Vourganas
, Vladimir Stankovic
, Lina Stankovic
, Anna Lito Michala
:
Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests. Sensors 20(1): 26 (2020) - [j22]Kanghang He, Vladimir Stankovic
, Lina Stankovic
:
Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation. Sensors 20(22): 6628 (2020) - [j21]Minxiang Ye
, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng
:
Distinct Feature Extraction for Video-Based Gait Phase Classification. IEEE Trans. Multim. 22(5): 1113-1125 (2020) - [j20]Mousa Afrasiabi, Mohammad Mohammadi, Mohammad Rastegar, Lina Stankovic
, Shahabodin Afrasiabi, Mohammad Khazaei:
Deep-Based Conditional Probability Density Function Forecasting of Residential Loads. IEEE Trans. Smart Grid 11(4): 3646-3657 (2020) - [c48]J. Li, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Stella Pytharouli:
Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space. IGARSS 2020: 1667-1670 - [c47]Mohammad Khazaei, Lina Stankovic, Vladimir Stankovic
:
Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods. NILM@SenSys 2020: 34-38 - [c46]David Murray, Lina Stankovic, Vladimir Stankovic
:
Explainable NILM Networks. NILM@SenSys 2020: 64-69
2010 – 2019
- 2019
- [j19]Kanghang He
, Dusan Jakovetic, Bochao Zhao
, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng
:
A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 10(6): 6472-6480 (2019) - [c45]Minxiang Ye, Vladimir Stankovic
, Lina Stankovic
, Gene Cheung:
Deep Graph Regularized Learning for Binary Classification. ICASSP 2019: 3537-3541 - [c44]Haroon Rashid
, Vladimir Stankovic
, Lina Stankovic
, Pushpendra Singh:
Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection. ICASSP 2019: 8325-8329 - [c43]David Murray, Lina Stankovic
, Vladimir Stankovic
, Srdjan Lulic, Srdjan Sladojevic
:
Transferability of Neural Network Approaches for Low-rate Energy Disaggregation. ICASSP 2019: 8330-8334 - [c42]Milica I. Petkovic
, Dragana Bajovic, Dejan Vukobratovic, Graeme McCutcheon, Lina Stankovic
, Vladimir Stankovic
:
Effect of External Daylight in Smart Dimmable LED Lighting Systems. WOCC 2019: 1-5 - [i3]Mirsad Cosovic, Tijana Devaja, Dragana Bajovic, Juraj Machaj, Graeme McCutcheon, Vladimir Stankovic, Lina Stankovic, Dejan Vukobratovic:
Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models. CoRR abs/1906.06991 (2019) - [i2]Minxiang Ye, Vladimir Stankovic, Lina Stankovic, Gene Cheung:
Robust Deep Graph Based Learning for Binary Classification. CoRR abs/1912.03321 (2019) - 2018
- [j18]Bochao Zhao
, Kanghang He, Lina Stankovic
, Vladimir Stankovic
:
Improving Event-Based Non-Intrusive Load Monitoring Using Graph Signal Processing. IEEE Access 6: 53944-53959 (2018) - [j17]Dragana Bajovic
, Kanghang He
, Lina Stankovic
, Dejan Vukobratovic
, Vladimir Stankovic
:
Optimal Detection and Error Exponents for Hidden Semi-Markov Models. IEEE J. Sel. Top. Signal Process. 12(5): 1077-1092 (2018) - [j16]Liyan Chen
, Samuel Cheng
, Vladimir Stankovic
, Lina Stankovic
:
Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations. IEEE Signal Process. Lett. 25(9): 1305-1309 (2018) - [j15]Kanghang He, Lina Stankovic
, Jing Liao, Vladimir Stankovic
:
Non-Intrusive Load Disaggregation Using Graph Signal Processing. IEEE Trans. Smart Grid 9(3): 1739-1747 (2018) - 2017
- [c41]Minxiang Ye, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
Gait phase classification for in-home gait assessment. ICME 2017: 1524-1529 - [c40]Kanghang He, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
:
Graph-based clustering for identifying region of interest in eye tracker data analysis. MMSP 2017: 1-6 - [i1]Dragana Bajovic, Kanghang He, Lina Stankovic, Dejan Vukobratovic, Vladimir Stankovic:
Optimal detection and error exponents for hidden multi-state processes via random duration model approach. CoRR abs/1712.09061 (2017) - 2016
- [j14]Cheng Yang, Andrew Kerr
, Vladimir Stankovic
, Lina Stankovic
, Philip J. Rowe
, Samuel Cheng:
Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics. IEEE Access 4: 650-659 (2016) - [j13]Bochao Zhao
, Lina Stankovic
, Vladimir Stankovic
:
On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing. IEEE Access 4: 1784-1799 (2016) - [j12]Cheng Yang, Ukadike Chris Ugbolue
, Andrew Kerr
, Vladimir Stankovic
, Lina Stankovic
, Bruce Carse, Konstantinos T. Kaliarntas, Philip J. Rowe
:
Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System. J. Sensors 2016: 5036857:1-5036857:8 (2016) - [j11]Minxiang Ye
, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Andrew Kerr
:
A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis. IEEE J. Sel. Top. Signal Process. 10(5): 877-887 (2016) - 2015
- [c39]Bochao Zhao
, Lina Stankovic
, Vladimir Stankovic
:
Blind non-intrusive appliance load monitoring using graph-based signal processing. GlobalSIP 2015: 68-72 - [c38]Minxiang Ye, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Andrew Kerr
:
Gait analysis using a single depth camera. GlobalSIP 2015: 285-289 - [c37]Minxiang Ye, Cheng Yang, Vladimir Stankovic
, Lina Stankovic
, Andrew Kerr
:
Kinematics Analysis Multimedia System for Rehabilitation. ICIAP Workshops 2015: 571-579 - [c36]Georgia Elafoudi, Vladimir Stankovic
, Lina Stankovic
, Deepti Pappusetti, Hari Kalva:
Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction. ICIAP Workshops 2015: 580-588 - 2014
- [c35]Hana Altrabalsi, Jing Liao, Lina Stankovic
, Vladimir Stankovic
:
A low-complexity energy disaggregation method: Performance and robustness. CIASG 2014: 173-180 - [c34]Vladimir Stankovic
, Jing Liao, Lina Stankovic
:
A graph-based signal processing approach for low-rate energy disaggregation. CIES 2014: 81-87 - [c33]Hani Attar
, Lina Stankovic
, Mohamed Alhihi, Ahmed Ameen:
Deterministic network coding over Long Term Evaluation Advance communication system. DICTAP 2014: 56-61 - [c32]Cheng Yang, Andrew Kerr
, Vladimir Stankovic
, Lina Stankovic
, Philip J. Rowe
:
Upper limb movement analysis via marker tracking with a single-camera system. ICIP 2014: 2285-2289 - [c31]Jing Liao, Lina Stankovic
, Vladimir Stankovic
:
Detecting Household Activity Patterns from Smart Meter Data. Intelligent Environments 2014: 71-78 - [c30]Georgia Elafoudi, Lina Stankovic
, Vladimir Stankovic
:
Power disaggregation of domestic smart meter readings using dynamic time warping. ISCCSP 2014: 36-39 - [c29]Jing Liao, Georgia Elafoudi, Lina Stankovic
, Vladimir Stankovic
:
Non-intrusive appliance load monitoring using low-resolution smart meter data. SmartGridComm 2014: 535-540 - 2013
- [j10]Sajid Nazir, Vladimir Stankovic
, Hani Attar
, Lina Stankovic
, Samuel Cheng:
Relay-Assisted Rateless Layered Multiple Description Video Delivery. IEEE J. Sel. Areas Commun. 31(8): 1629-1637 (2013) - [j9]Yingxuan Zhu, Samuel Cheng, Vladimir Stankovic
, Lina Stankovic
:
Image registration using BP-SIFT. J. Vis. Commun. Image Represent. 24(4): 448-457 (2013) - [c28]Cheng Yang, Ukadike Chris Ugbolue
, Bruce Carse, Vladimir Stankovic
, Lina Stankovic
, Philip J. Rowe
:
Multiple marker tracking in a single-camera system for gait analysis. ICIP 2013: 3128-3131 - 2012
- [j8]Hani Attar
, Lina Stankovic
, Vladimir Stankovic
:
Cooperative network-coding system for wireless sensor networks. IET Commun. 6(3): 344-352 (2012) - [j7]Shuang Wang, Lijuan Cui, Lina Stankovic
, Vladimir Stankovic
, Samuel Cheng:
Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding. IEEE Trans. Circuits Syst. Video Technol. 22(5): 649-658 (2012) - [j6]Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic
, Vladimir Stankovic
:
Onboard Low-Complexity Compression of Solar Stereo Images. IEEE Trans. Image Process. 21(6): 3114-3118 (2012) - [c27]Bojana Begovic, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
HVS based dictionary learning for scalable sparse image representation. ACSCC 2012: 1669-1673 - [c26]Shikha Sarkar, Lina Stankovic
, Ivan Andonovic
:
Protocol Design for Farm Animal Monitoring Using Simulation. ADHOC-NOW 2012: 126-138 - [c25]Lijuan Cui, Shuang Wang, Samuel Cheng, Lina Stankovic, Vladimir Stankovic:
Adaptive Slepian-Wolf decoding using Laplace propagation. EUSIPCO 2012: 564-568 - [c24]Bojana Begovic, Lina Stankovic, Vladimir Stankovic:
Learning scalable dictionaries with application to scalable compressive sensing. EUSIPCO 2012: 1419-1423 - [c23]Shuang Wang, Samuel Cheng, Vladimir Stankovic
, Lina Stankovic
:
Distributed compression for condition monitoring of wind farms. ICASSP 2012: 3085-3088 - 2011
- [c22]Ganchi Zhang, Li Li, Vladimir Stankovic
, Lina Stankovic
, Deepak Uttamchandani
:
Optical MEMS image enhancement with sparse signal representation. ICASSP 2011: 1109-1112 - [c21]Lina Stankovic
, Vladimir Stankovic
, Shuang Wang, Samuel Cheng:
Correlation estimation with particle-based belief propagation for distributed video coding. ICASSP 2011: 1505-1508 - [c20]Bojana Begovic, Vladimir Stankovic
, Lina Stankovic
:
Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images. ICIP 2011: 185-188 - [c19]Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
Scalable compressive video. ICIP 2011: 921-924 - [c18]Lina Stankovic
, Vladimir Stankovic
, Samuel Cheng:
Distributed compression: Overview of current and emerging multimedia applications. ICIP 2011: 1801-1804 - [c17]Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic
, Vladimir Stankovic
:
Onboard low-complexity compression of solar images. ICIP 2011: 2641-2644 - [c16]Hani Attar
, Dejan Vukobratovic
, Lina Stankovic
, Vladimir Stankovic
:
Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks. NTMS 2011: 1-4 - 2010
- [j5]Chadi Khirallah, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
Multiterminal source coding for multiview images under wireless fading channels. Multim. Tools Appl. 48(3): 457-470 (2010) - [c15]Vladimir Stankovic, Lina Stankovic, Samuel Cheng:
Distributed source coding: Theory and applications. EUSIPCO 2010: 1879-1883 - [c14]Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng:
Distributed video coding with particle filtering for correlation tracking. EUSIPCO 2010: 2146-2150 - [c13]Dragan Rastovac
, Dejan Vukobratovic
, Vladimir Stankovic
, Lina Stankovic
:
The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels. ICC 2010: 1-5
2000 – 2009
- 2009
- [j4]Samuel Cheng, Vladimir Stankovic
, Lina Stankovic
:
An Efficient Spectrum Sensing Scheme for Cognitive Radio. IEEE Signal Process. Lett. 16(6): 501-504 (2009) - [j3]Chadi Khirallah, Vladimir Stankovic
, Lina Stankovic
, Yang Yang, Zixiang Xiong:
Compress-spread-forward with multiterminal source coding and complete complementary sequences. IEEE Trans. Commun. 57(4): 884-887 (2009) - [j2]Dejan Vukobratovic
, Vladimir Stankovic
, Dino Sejdinovic
, Lina Stankovic
, Zixiang Xiong:
Scalable Video Multicast Using Expanding Window Fountain Codes. IEEE Trans. Multim. 11(6): 1094-1104 (2009) - [j1]Chadi Khirallah, Vladimir Stankovic
, Lina Stankovic
, Yang Yang, Zixiang Xiong:
Bandwidth efficient multi-station wireless streaming based on complete complementary sequences. IEEE Trans. Wirel. Commun. 8(2): 552-556 (2009) - [c12]Vladimir Stankovic, Lina Stankovic, Samuel Cheng:
Sparse signal recovery with side information. EUSIPCO 2009: 100-104 - [c11]Cedomir Stefanovic, Dejan Vukobratovic, Dragana Bajic, Lina Stankovic, Vladimir Stankovic:
Blind time-period synchronization for LDPC Convolutionally Coded transmission. EUSIPCO 2009: 373-377 - [c10]Samuel Cheng, Vladimir Stankovic
, Lina Stankovic
:
Improved sift-based image registration using belief propagation. ICASSP 2009: 2909-2912 - [c9]Chadi Khirallah, Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
Stereo Image Transmission over Fading Channels with Multiterminal Source Coding. ICC 2009: 1-5 - [c8]Li Li, Mohammad Mirza, Vladimir Stankovic
, Lijie Li
, Lina Stankovic
, Deepak Uttamchandani
, Samuel Cheng:
Optical imaging with scanning MEMS mirror - A single photodetector approach. ICIP 2009: 2685-2688 - [c7]Vladimir Stankovic
, Lina Stankovic
, Samuel Cheng:
Compressive image sampling with side information. ICIP 2009: 3037-3040 - [c6]Dejan Vukobratovic, Vladimir Stankovic
, Lina Stankovic
, Dino Sejdinovic
:
Precoded EWF codes for unequal error protection of scalable video. MobiMedia 2009 - 2008
- [c5]Samuel Cheng, Lina Stankovic
, Vladimir Stankovic
, Hazem H. Refai:
Cumulative intelligence gathering for smart vehicles. AICCSA 2008: 1088-1093 - [c4]Chadi Khirallah, Lina Stankovic, Vladimir Stankovic:
Multi-session Network spread coding. EUSIPCO 2008: 1-5 - [c3]Vladimir Stankovic, Lina Stankovic, Samuel Cheng:
Compressive video sampling. EUSIPCO 2008: 1-5 - [c2]Dejan Vukobratovic
, Vladimir Stankovic
, Dino Sejdinovic
, Lina Stankovic
, Zixiang Xiong:
Expanding Window Fountain codes for scalable video multicast. ICME 2008: 77-80 - [c1]Qiwen Liu, Chadi Khirallah, Lina Stankovic
, Vladimir Stankovic
:
Image-in-image hiding using complete complementary sequences. ICME 2008: 249-252
Coauthor Index
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