All Stories

  1. Generative self-supervised learning for seismic event classification

    Article • Engineering Applications of Artificial Intelligence, February 2026, Elsevier

    Dr Vladimir Stankovic

  2. Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge

    Article • Expert Systems with Applications, December 2025, Elsevier

    Dr Vladimir Stankovic

  3. Hybrid machine teaching with human oversight for classification of seismograms

    Article • Applied Soft Computing, December 2025, Elsevier

    Dr Vladimir Stankovic

  4. FIELD: A comprehensive FarmIng Electrical LoaD measurements dataset from 30 three-phase dairy farms in Germany

    Article • Scientific Data, November 2025, Springer Science + Business Media

    Dr Vladimir Stankovic

  5. A non-intrusive load monitoring-enabled framework for load scheduling in the dairy industry

    Article • Applied Energy, November 2025, Elsevier

    Dr Vladimir Stankovic

  6. A Semi-Supervised Approach to Characterise Microseismic Landslide Events from Big Noisy Data

    Article • Geosciences, August 2025, MDPI AG

    Dr Vladimir Stankovic

  7. A human-on-the-loop approach for labelling seismic recordings from landslide site via a multi-class deep-learning based classification model

    Article • Science of Remote Sensing, June 2025, Elsevier

    Dr Vladimir Stankovic

  8. Geodemographic aware electric vehicle charging location planning for equitable placement using Graph Neural Networks: Case study of Scotland metropolitan areas

    Article • Proceedings of the Institution of Civil Engineers - Energy, June 2025, Elsevier

    Dr Vladimir Stankovic

  9. A Temporal–Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction

    Article • IEEE Transactions on Artificial Intelligence, April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  10. Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network

    Article • Journal of X-Ray Science and Technology Clinical Applications of Diagnosis and Therapeutics, March 2025, SAGE Publications

    Dr Vladimir Stankovic

  11. XNILMBoost: Explainability-informed load disaggregation training enhancement using attribution priors

    Article • Engineering Applications of Artificial Intelligence, February 2025, Elsevier

    Dr Vladimir Stankovic

  12. Characterisation of precursory seismic activity towards early warning of landslides via semi-supervised learning

    Article • Scientific Reports, January 2025, Springer Science + Business Media

    Dr Vladimir Stankovic

  13. Semi-Supervised Graph-Based Non-Intrusive Load Monitoring Method Combining Transformer and Graph Laplacian Smoothing

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  14. Author Correction: The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

    Article • Scientific Data, September 2024, Springer Science + Business Media

    Dr Vladimir Stankovic

  15. Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations

    Article • September 2024, ACM (Association for Computing Machinery)

    Omid Veisi, Dr Vladimir Stankovic, Delong Du, Apostolos Vavouris

  16. A Machine Learning-Driven Approach to Uncover the Influencing Factors Resulting in Soil Mass Displacement

    Article • Geosciences, August 2024, MDPI AG

    Dr Vladimir Stankovic

  17. A complex mixed-methods data-driven energy-centric evaluation of net-positive households

    Article • Applied Energy, August 2024, Elsevier

    Dr Vladimir Stankovic

  18. An Active Learning Framework for Microseismic Event Detection

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  20. Explainable AI for Transparent Seismic Signal Classification

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  21. Siamese Unsupervised Clustering For Removing Uncertainty In Microseismic Signal Labelling

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Engineering Applications of Artificial Intelligence, July 2024, Elsevier

    Dr Vladimir Stankovic

  23. The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

    Article • Scientific Data, April 2024, Springer Science + Business Media

    Dr Vladimir Stankovic

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

    Article • Integrated Computer-Aided Engineering, April 2024, IOS Press

    Stefano Squartini, Dr Vladimir Stankovic

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

    Article • Energy Research & Social Science, April 2024, Elsevier

    Dr Vladimir Stankovic

  26. Knowledge Distillation for Scalable Nonintrusive Load Monitoring

    Article • IEEE Transactions on Industrial Informatics, March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Transactions on Consumer Electronics, February 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  28. Supervised Microseismic Event Detection Using Siamese Networks for Labelling of Noisy Recordings

    Article • January 2024, Elsevier

    Dr Vladimir Stankovic

  29. Analysis of Smart Meter Data for Energy Waste Management

    Article • January 2024, Springer Science + Business Media

    Dr Vladimir Stankovic

  30. Descriptor: A Norwegian Positive Energy Neighborhood Dataset of Electrical Measurements and Interviews on Energy Practices (NorPEN)

    Article • IEEE Data Descriptions, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  31. Explainable deep learning models for smart meter data

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Geophysical Journal International, November 2023, Oxford University Press (OUP)

    Dr Vladimir Stankovic

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

    Article • Sensors, September 2023, MDPI AG

    Dr Vladimir Stankovic

  34. Performance-Aware NILM Model Optimization for Edge Deployment

    Article • IEEE Transactions on Green Communications and Networking, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  35. An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem

    Article • Applied Energy, July 2023, Elsevier

    Dr Vladimir Stankovic

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

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Remote Sensing, June 2023, MDPI AG

    Dr Vladimir Stankovic

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

    Article • Sensors, May 2023, MDPI AG

    Dr Vladimir Stankovic

  39. Semi-supervised seismic event detection using Siamese Networks

    Article • May 2023, Copernicus GmbH

    Dr Vladimir Stankovic

  40. Near surface full waveform inversion via deep learning for subsurface imaging

    Article • April 2023, Taylor & Francis

    Dr Vladimir Stankovic

  41. A Survey on Deep Reinforcement Learning Algorithms for Robotic Manipulation

    Article • Sensors, April 2023, MDPI AG

    Dr Vladimir Stankovic

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

    Article • Applied Energy, January 2023, Elsevier

    Dr Vladimir Stankovic

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

    Article • IEEE Geoscience and Remote Sensing Letters, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Sensors, December 2022, MDPI AG

    Dr Vladimir Stankovic

  46. Benefits of three-phase metering for load disaggregation

    Article • November 2022, ACM (Association for Computing Machinery)

    Dr Vladimir Stankovic, Apostolos Vavouris

  47. Using explainability tools to inform NILM algorithm performance

    Article • November 2022, ACM (Association for Computing Machinery)

    Dr Vladimir Stankovic

  48. Smart Dimmable LED Lighting Systems

    Article • Sensors, November 2022, MDPI AG

    Dr Vladimir Stankovic

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

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  50. Low-Frequency Non-Intrusive Load Monitoring of Electric Vehicles in Houses with Solar Generation: Generalisability and Transferability

    Article • Energies, March 2022, MDPI AG

    Dr Vladimir Stankovic

  51. How Likely is a Random Network Graph Shift-Enabled?

    Article • IEEE Transactions on Signal and Information Processing over Networks, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Sensors, December 2021, MDPI AG

    Dr Vladimir Stankovic

  53. Transparent AI

    Article • November 2021, ACM (Association for Computing Machinery)

    Dr Vladimir Stankovic

  54. Feature Selection and Extraction in Sequence Labeling for Arrhythmia Detection

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  55. Target Detection and Recognition of Ground Penetrating Radar using Morphological Image Analysis and Graph Laplacian Regularisation

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Transactions on Geoscience and Remote Sensing, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  57. Graph Filter Design for Distributed Network Processing: A Comparison between Adaptive Algorithms

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  58. Minimising the computational time of a waveform based location algorithm

    Article • March 2021, Copernicus GmbH

    Dr Vladimir Stankovic

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  60. Robust Deep Graph Based Learning for Binary Classification

    Article • IEEE Transactions on Signal and Information Processing over Networks, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  61. Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation

    Article • Sensors, December 2020, MDPI AG

    Dr Vladimir Stankovic

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

    Article • Sensors, November 2020, MDPI AG

    Dr Vladimir Stankovic

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

    Article • November 2020, ACM (Association for Computing Machinery)

    Dr Vladimir Stankovic

  64. Explainable NILM Networks

    Article • November 2020, ACM (Association for Computing Machinery)

    Dr Vladimir Stankovic

  65. Codebook Cardinality Spectrum of Distributed Arithmetic Coding for Independent and Identically-Distributed Binary Sources

    Article • IEEE Transactions on Information Theory, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  67. Narrowband Angle of Arrival Estimation Exploiting Graph Topology and Graph Signals

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  68. Non-intrusive load disaggregation solutions for very low-rate smart meter data

    Article • Applied Energy, June 2020, Elsevier

    Dr Vladimir Stankovic

  69. Smart Security Audit: Reinforcement Learning with a Deep Neural Network Approximator

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  70. Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning

    Article • Entropy, March 2020, MDPI AG

    Dr Vladimir Stankovic

  71. Averaging is Probably not the Optimum Way of Aggregating Parameters in Federated Learning

    Article • January 2020, MDPI AG

    Dr Vladimir Stankovic

  72. Portable offline indoor object recognition system for the visually impaired

    Article • Cogent Engineering, January 2020, Taylor & Francis

    Dr Vladimir Stankovic

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

    Article • Sensors, December 2019, MDPI AG

    Dr Vladimir Stankovic

  74. Object Detection Techniques: Overview and Performance Comparison

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  75. On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors

    Article • Optics Letters, November 2019, Optical Society of America (OSA)

    Dr Vladimir Stankovic

  76. Security and Performance Trade-offs for Data Distribution Service in Flying Ad-Hoc Networks

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  77. Factors That Contribute to the Use of Stroke Self-Rehabilitation Technologies: A Review

    Article • JMIR Biomedical Engineering, August 2019, JMIR Publications Inc.

    Dr Vladimir Stankovic

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

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  79. Deep Graph Regularized Learning for Binary Classification

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  80. Effect of External Daylight in Smart Dimmable LED Lighting Systems

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  83. Can non-intrusive load monitoring be used for identifying an appliance’s anomalous behaviour?

    Article • Applied Energy, March 2019, Elsevier

    Dr Vladimir Stankovic

  84. Automation enhancement and accuracy investigation of a portable single-camera gait analysis system

    Article • IET Science Measurement & Technology, January 2019, the Institution of Engineering and Technology (the IET)

    Dr Vladimir Stankovic, Andrew Kerr

  85. A Generic Optimisation-based Approach for Improving Non-intrusive Load Monitoring

    Article • IEEE Transactions on Smart Grid, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  86. Distinct Feature Extraction for Video-based Gait Phase Classification

    Article • IEEE Transactions on Multimedia, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  87. Alternating Binary Classifier and Graph Learning from Partial Labels

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Signal Processing Letters, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  89. Intertwining and NCA Maps Based New Image Encryption Scheme

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  90. Appliance electrical consumption modelling at scale using smart meter data

    Article • Journal of Cleaner Production, June 2018, Elsevier

    Dr Vladimir Stankovic

  91. Non-Intrusive Load Disaggregation Using Graph Signal Processing

    Article • IEEE Transactions on Smart Grid, May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  92. Linear state estimation via 5G C-RAN cellular networks using Gaussian belief propagation

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  93. Optimal detection and error exponents for hidden semi-Markov models

    Article • IEEE Journal of Selected Topics in Signal Processing, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  94. Improving Event-based Non-intrusive Load Monitoring using Graph Signal Processing

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  95. Preliminary interdependency analysis: An approach to support critical-infrastructure risk-assessment

    Article • Reliability Engineering & System Safety, November 2017, Elsevier

    Dr Vladimir Stankovic

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

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic, Professor Mark D. Plumbley

  97. Estimating Heart Rate and Rhythm via 3D Motion Tracking in Depth Video

    Article • IEEE Transactions on Multimedia, July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  98. Gait phase classification for in-home gait assessment

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  99. Sleep Apnea Detection via Depth Video and Audio Feature Learning

    Article • IEEE Transactions on Multimedia, April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  100. An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study

    Article • Scientific Data, January 2017, Nature

    Dr Vladimir Stankovic

  101. Routines and Energy Intensity of Activities in the Smart Home

    Article • January 2017, Springer Science + Business Media

    Dr Vladimir Stankovic

  102. Measuring the energy intensity of domestic activities from smart meter data

    Article • Applied Energy, December 2016, Elsevier

    Dr Vladimir Stankovic

  103. Motion analysis for rehabilitation using Microsoft Kinect2

    Article • IEEE Journal of Selected Topics in Signal Processing, August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  104. How efficiently are you using your kettle?

    Article • Applied Energy, June 2016, Elsevier

    Dr Vladimir Stankovic

  105. Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources

    Article • IEEE Transactions on Communications, March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  106. Blind Non-Intrusive Appliance Load Monitoring

    Article • IEEE Access, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Access, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  108. Low-complexity energy disaggregation using appliance load modelling

    Article • AIMS Energy, January 2016, American Institute of Mathematical Sciences (AIMS)

    Dr Vladimir Stankovic

  109. Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources

    Article • IEEE Transactions on Communications, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • Journal of Sensors, January 2016, Hindawi Publishing Corporation

    Dr Vladimir Stankovic

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

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  112. Gait analysis using a single depth camera

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  113. Estimating heart rate via depth video motion tracking

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  114. View-Popularity-Driven Joint Source and Channel Coding of View and Rate Scalable Multi-View Video

    Article • IEEE Journal of Selected Topics in Signal Processing, April 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  115. Kinematics Analysis Multimedia System for Rehabilitation

    Article • January 2015, Springer Science + Business Media

    Dr Vladimir Stankovic

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

    Article • January 2015, Springer Science + Business Media

    Dr Vladimir Stankovic

  117. Stochastic Modeling for Performance Evaluation of Database Replication Protocols

    Article • January 2015, Springer Science + Business Media

    Dr Vladimir Stankovic

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  121. Joint source and channel coding of view and rate scalable multi-view video

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  123. Graph-based depth video denoising and event detection for sleep monitoring

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  124. Sleep monitoring via depth video compression & analysis

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  125. Detecting Household Activity Patterns from Smart Meter Data

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  126. Software Diversity as a Measure for Reducing Development Risk

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  128. Unequal error protection for data partitioned H.264/AVC video broadcasting

    Article • Multimedia Tools and Applications, March 2014, Springer Science + Business Media

    Dr Vladimir Stankovic

  129. Dictionary Learning for Scalable Sparse Image Representation with Applications

    Article • Advances in Signal Processing, March 2014, Horizon Research Publishing Co., Ltd.

    Dr Vladimir Stankovic

  130. Random Network Coding for Multimedia Delivery Services in LTE/LTE-Advanced

    Article • IEEE Transactions on Multimedia, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  131. A study of the relationship between antivirus regressions and label changes

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  133. User-Action-Driven View and Rate Scalable Multiview Video Coding

    Article • IEEE Transactions on Image Processing, September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  134. Relay-Assisted Rateless Layered Multiple Description Video Delivery

    Article • IEEE Journal on Selected Areas in Communications, August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  135. Scalable user-adaptive multiview video coder

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  136. Image registration using BP-SIFT

    Article • Journal of Visual Communication and Image Representation, May 2013, Elsevier

    Dr Vladimir Stankovic

  137. Packet-centric approach to distributed sparse-graph coding in wireless ad hoc networks

    Article • Ad Hoc Networks, January 2013, Elsevier

    Dr Vladimir Stankovic

  138. Distributed Compression for Condition Monitoring of Wind Farms

    Article • IEEE Transactions on Sustainable Energy, January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  139. Does Malware Detection Improve with Diverse AntiVirus Products? An Empirical Study

    Article • January 2013, Springer Science + Business Media

    Dr Vladimir Stankovic

  140. An Empirical Study of the Effectiveness of "Forcing" Diversity Based on a Large Population of Diverse Programs

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  141. HVS based dictionary learning for scalable sparse image representation

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  142. Random Network Coding for Multimedia Delivery over LTE-Advanced

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  143. Onboard Low-Complexity Compression of Solar Stereo Images

    Article • IEEE Transactions on Image Processing, June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  144. Unequal Error Protection Random Linear Coding Strategies for Erasure Channels

    Article • IEEE Transactions on Communications, May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  145. Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding

    Article • IEEE Transactions on Circuits and Systems for Video Technology, May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  146. Adaptive layered multiple description coding for wireless video with expanding window Random linear codes

    Article • March 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  147. Distributed compression for condition monitoring of wind farms

    Article • March 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  148. Singular value decomposition based fusion for super-resolution image reconstruction

    Article • Signal Processing Image Communication, February 2012, Elsevier

    Dr Vladimir Stankovic

  149. Multi-user video streaming using unequal error protection network coding in wireless networks

    Article • EURASIP Journal on Wireless Communications and Networking, January 2012, Springer Science + Business Media

    Dr Vladimir Stankovic

  150. Cooperative network-coding system for wireless sensor networks

    Article • IET Communications, January 2012, the Institution of Engineering and Technology (the IET)

    Dr Vladimir Stankovic

  151. Rate Adaptive Selective Segment Assignment for Reliable Wireless Video Transmission

    Article • International Journal of Digital Multimedia Broadcasting, January 2012, Hindawi Publishing Corporation

    Dr Vladimir Stankovic

  152. Application Layer Systematic Network Coding for Sliced H.264/AVC Video Streaming

    Article • Advances in Multimedia, January 2012, Hindawi Publishing Corporation

    Dr Vladimir Stankovic

  153. Scalable broadcasting of sliced H.264/AVC over DVB-H network

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  154. Singular value decomposition based fusion for super-resolution image reconstruction

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  155. Diversity for Security: A Study with Off-the-Shelf AntiVirus Engines

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  156. Scalable video streaming using UEP network coding for wireless multi-hop cellular networks

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  158. Distributed compression: Overview of current and emerging multimedia applications

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  159. Expanding Window Random Linear Codes for data partitioned H.264 video transmission over DVB-H network

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  160. Scalable compressive video

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  161. Onboard low-complexity compression of solar images

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  162. Unequal error protection for data partitioned H.264/AVC video streaming with raptor and random linear codes for DVB-H networks

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  163. View and rate scalable multiview image coding with depth-image-based rendering

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  165. Optical MEMS image enhancement with sparse signal representation

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  166. Performance evaluation of Raptor and Random Linear Codes for H.264/AVC video transmission over DVB-H networks

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • February 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  168. Single pixel optical imaging using a scanning MEMS mirror

    Article • Journal of Micromechanics and Microengineering, January 2011, Institute of Physics Publishing

    Dr Vladimir Stankovic

  169. A random linear coding scheme with perimeter data gathering for wireless sensor networks

    Article • January 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  170. On unequal error protection random linear coding for scalable video broadcasting

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  171. Unequal error protection random linear coding for multimedia communications

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  172. Fireworks: A random linear coding scheme for distributed storage in wireless sensor networks

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  173. Scalable video coding for mobile broadcasting DVB systems

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • May 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  175. Compress-Forward Coding With BPSK Modulation for the Half-Duplex Gaussian Relay Channel

    Article • IEEE Transactions on Signal Processing, November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  177. Compressive image sampling with side information

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  178. An imaging systen based on a single MEMS scanner and photodetector

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  179. Scalable Video Multicast Using Expanding Window Fountain Codes

    Article • IEEE Transactions on Multimedia, October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  180. On distributed LDGM and LDPC code design for networked systems

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  181. Multiterminal source coding for multiview images under wireless fading channels

    Article • Multimedia Tools and Applications, July 2009, Springer Science + Business Media

    Dr Vladimir Stankovic

  182. Near-Capacity Dirty-Paper Code Design: A Source-Channel Coding Approach

    Article • IEEE Transactions on Information Theory, July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  183. An Experimental Study of Diversity with Off-the-Shelf AntiVirus Engines

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  184. Stereo Image Transmission over Fading Channels with Multiterminal Source Coding

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  185. An Efficient Spectrum Sensing Scheme for Cognitive Radio

    Article • IEEE Signal Processing Letters, June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  186. Raptor packets: A packet-centric approach to distributed raptor code design

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  187. Code design for MIMO broadcast channels

    Article • IEEE Transactions on Communications, April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Transactions on Communications, April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  189. Improved sift-based image registration using belief propagation

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  190. On Practical Design for Joint Distributed Source and Network Coding

    Article • IEEE Transactions on Information Theory, April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  191. Two-Terminal Video Coding

    Article • IEEE Transactions on Image Processing, March 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • IEEE Transactions on Wireless Communications, February 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  193. Uncertainty explicit assessment of off-the-shelf software: A Bayesian approach

    Article • Information and Software Technology, February 2009, Elsevier

    Dr Vladimir Stankovic

  194. Precoded EWF Codes for Unequal Error Protection of Scalable Video

    Article • January 2009, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Dr Vladimir Stankovic

  195. Comparison of Empirical Data from Two Honeynets and a Distributed Honeypot Network

    Article • November 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  196. Performance analysis of PUM codes

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  197. Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  198. Expanding Window Fountain codes for scalable video multicast

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  199. Image-in-image hiding using complete complementary sequences

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  200. Compressive Sampling of Binary Images

    Article • May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  201. On Multiterminal Source Code Design

    Article • IEEE Transactions on Information Theory, May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  202. Low complexity multi-view video streaming over multipath fading channels

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  203. Nested turbo codes for the Costa problem

    Article • IEEE Transactions on Communications, March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  204. Cumulative intelligence gathering for smart vehicles

    Article • March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  205. Network Spread Coding

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  206. FOREVER

    Article • January 2008, ACM (Association for Computing Machinery)

    Alysson Bessani, Dr Vladimir Stankovic

  207. Wireless video distribution to handheld devices

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

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

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  209. Image Encryption and Data Hiding: Duality and Code Designs

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  210. Distributed Source Coding for Multimedia Multicast Over Heterogeneous Networks

    Article • IEEE Journal of Selected Topics in Signal Processing, August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  211. Wyner–Ziv Video Compression and Fountain Codes for Receiver-Driven Layered Multicast

    Article • IEEE Transactions on Circuits and Systems for Video Technology, July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  212. Efficient Multimedia Multicast Using Distributed Source Coding

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  213. Distributed joint source-channel coding of video using raptor codes

    Article • IEEE Journal on Selected Areas in Communications, May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  214. Forward Error Control for Packet Loss and Corruption

    Article • January 2007, Elsevier

    Dr Vladimir Stankovic

  215. Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system

    Article • Wireless Communications and Mobile Computing, January 2007, Wiley

    Dr Vladimir Stankovic

  216. Channel Protection Fundamentals

    Article • January 2007, Elsevier

    Dr Vladimir Stankovic

  217. Multiterminal Video Coding

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  218. Two-Way Video Communication Based on Network Coding

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  219. Layered Wyner–Ziv video coding for transmission over unreliable channels

    Article • Signal Processing, November 2006, Elsevier

    Dr Vladimir Stankovic

  220. Improving DBMS Performance through Diverse Redundancy

    Article • October 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  221. Cooperative diversity for wireless ad hoc networks

    Article • IEEE Signal Processing Magazine, September 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  222. Code Designs for MIMO Broadcast Channels

    Article • July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  223. On code design for the Slepian-Wolf problem and lossless multiterminal networks

    Article • IEEE Transactions on Information Theory, April 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  224. Image data hiding based on capacity-approaching dirty-paper coding

    Article • February 2006, SPIE

    Dr Vladimir Stankovic

  225. On dualities in multiterminal coding problems

    Article • IEEE Transactions on Information Theory, January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  226. Video Multicast over Heterogeneous Networks Based on Distributed Source Coding Principles

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  227. Computing the channel capacity and rate-distortion function with two-sided state information

    Article • IEEE Transactions on Information Theory, December 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  228. Optimized error protection of scalable image bit streams [advances in joint source-channel coding for images

    Article • IEEE Signal Processing Magazine, November 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  229. Fast algorithm for distortion-based error protection of embedded image codes

    Article • IEEE Transactions on Image Processing, October 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  230. Layered Wyner-Ziv video coding for transmission over unreliable channels

    Article • June 2005, SPIE

    Dr Vladimir Stankovic

  231. Robust layered multiple description coding of scalable media data for multicast

    Article • IEEE Signal Processing Letters, February 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  232. Near-capacity dirty-paper code designs based on TCQ and IRA codes

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  233. Distributed joint source-channel coding of video

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  234. Real-time error protection of embedded codes for packet erasure and fading channels

    Article • IEEE Transactions on Circuits and Systems for Video Technology, August 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  235. Efficient Channel Code Rate Selection Algorithms for Forward Error Correction of Packetized Multimedia Bitstreams in Varying Channels

    Article • IEEE Transactions on Multimedia, April 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  236. On Designing Dependable Services with Diverse Off-the-Shelf SQL Servers

    Article • January 2004, Springer Science + Business Media

    Dr Vladimir Stankovic

  237. Real-time unequal error protection algorithms for progressive image transmission

    Article • IEEE Journal on Selected Areas in Communications, December 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  238. Fast algorithm for rate-based optimal error protection of embedded codes

    Article • IEEE Transactions on Communications, November 2003, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  239. Joint source-channel fractal image coding with unequal error protection

    Article • Optical Engineering, December 2002, SPIE

    Dr Vladimir Stankovic

  240. Wyner-Ziv Coding for the Half-Duplex Relay Channel

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  241. Packet erasure protection for multicasting

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  242. Fast forward error protection of packetized multimedia bitstreams for transmission over varying channels

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  243. Packet loss protection of embedded data with fast local search

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  244. Joint product code optimization for scalable multimedia transmission over wireless channels

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  245. Fast joint source-channel coding algorithms for Internet/wireless multimedia

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  246. Rate-distortion unequal error protection for fractal image codes

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  247. Distributed Joint Source-Channel Coding of Video Using Raptor Codes

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  248. Code design for lossless multiterminal networks

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  249. Design of Slepian-Wolf codes by channel code partitioning

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  250. Influence of channel fluctuations on optimal real-time scalable image transmission

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  251. Product code error protection of packetized multimedia bitstreams

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  252. Real-time unequal error protection for distortion-optimal progressive image transmission

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic

  253. Rate-based versus distortion-based optimal joint source-channel coding

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Vladimir Stankovic