All Stories

  1. Enhancement of hydrological time series prediction with Real-World Time Series Generative Adversarial Network-based synthetic data and deep learning models
  2. Reimagining Emotion AI at Home: Exploring the Potential of Emotion-adaptive Eco-feedback in Personal Assistant Using Matchmaking for AI
  3. Generative self-supervised learning for seismic event classification
  4. ChargeDEM: Geodemographic Aware EV Charging Infrastructure Placement for Enhanced Site Selection Using Graph Neural Networks
  5. Uncovering Hidden Demand Flexibility Using Non-Intrusive Load Monitoring (NILM): A Case for Southern Africa—Preliminary Results for Erongo RED, Namibia
  6. Interpretability and reliability-driven knowledge distillation for non-intrusive load monitoring on the edge
  7. Hybrid machine teaching with human oversight for classification of seismograms
  8. FIELD: A comprehensive FarmIng Electrical LoaD measurements dataset from 30 three-phase dairy farms in Germany
  9. A non-intrusive load monitoring-enabled framework for load scheduling in the dairy industry
  10. A Semi-Supervised Approach to Characterise Microseismic Landslide Events from Big Noisy Data
  11. Characterising Namibian Residential Load Profile Archetypes Using Self-Organising Map (SOM)-Based Temporal Segmentation and Seasonal Clustering
  12. A human-on-the-loop approach for labelling seismic recordings from landslide site via a multi-class deep-learning based classification model
  13. Geodemographic aware electric vehicle charging location planning for equitable placement using Graph Neural Networks: Case study of Scotland metropolitan areas
  14. A Temporal–Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction
  15. Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network
  16. XNILMBoost: Explainability-informed load disaggregation training enhancement using attribution priors
  17. Characterisation of precursory seismic activity towards early warning of landslides via semi-supervised learning
  18. Semi-Supervised Graph-Based Non-Intrusive Load Monitoring Method Combining Transformer and Graph Laplacian Smoothing
  19. Author Correction: The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece
  20. Insights on User Preferences on Renewable Energy for Electric Vehicle Charging Stations
  21. A Machine Learning-Driven Approach to Uncover the Influencing Factors Resulting in Soil Mass Displacement
  22. A complex mixed-methods data-driven energy-centric evaluation of net-positive households
  23. An Active Learning Framework for Microseismic Event Detection
  24. Dimensionality Reduction for Visualization of Hydrogeophysical and Meteorological Recordings on a Landslide Zone
  25. Explainable AI for Transparent Seismic Signal Classification
  26. Siamese Unsupervised Clustering For Removing Uncertainty In Microseismic Signal Labelling
  27. Human in the loop active learning for time-series electrical measurement data
  28. The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece
  29. A weakly supervised active learning framework for non-intrusive load monitoring
  30. Smart energy technologies for the collective: Time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway
  31. Knowledge Distillation for Scalable Nonintrusive Load Monitoring
  32. Toward Transparent Load Disaggregation—A Framework for Quantitative Evaluation of Explainability Using Explainable AI
  33. Supervised Microseismic Event Detection Using Siamese Networks for Labelling of Noisy Recordings
  34. Analysis of Smart Meter Data for Energy Waste Management
  35. Descriptor: A Norwegian Positive Energy Neighborhood Dataset of Electrical Measurements and Interviews on Energy Practices (NorPEN)
  36. Explainable deep learning models for smart meter data
  37. Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array
  38. Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation
  39. Performance-Aware NILM Model Optimization for Edge Deployment
  40. An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem
  41. Improving Knowledge Distillation for Non-Intrusive Load Monitoring Through Explainability Guided Learning
  42. Synthetic Data Generation for Deep Learning-Based Inversion for Velocity Model Building
  43. Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring
  44. Semi-supervised seismic event detection using Siamese Networks
  45. Near surface full waveform inversion via deep learning for subsurface imaging
  46. A Survey on Deep Reinforcement Learning Algorithms for Robotic Manipulation
  47. Transfer learning for multi-objective non-intrusive load monitoring in smart building
  48. Domain Knowledge Informed Multitask Learning for Landslide-Induced Seismic Classification
  49. Microseismic Event Classification With Time-, Frequency-, and Wavelet-Domain Convolutional Neural Networks
  50. Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings
  51. Benefits of three-phase metering for load disaggregation
  52. Using explainability tools to inform NILM algorithm performance
  53. Smart Dimmable LED Lighting Systems
  54. Quantification of Dairy Farm Energy Consumption to Support the Transition to Sustainable Farming
  55. Low-Frequency Non-Intrusive Load Monitoring of Electric Vehicles in Houses with Solar Generation: Generalisability and Transferability
  56. How Likely is a Random Network Graph Shift-Enabled?
  57. Human Activity Recognition of Individuals with Lower Limb Amputation in Free-Living Conditions: A Pilot Study
  58. Transparent AI
  59. Feature Selection and Extraction in Sequence Labeling for Arrhythmia Detection
  60. Target Detection and Recognition of Ground Penetrating Radar using Morphological Image Analysis and Graph Laplacian Regularisation
  61. Automated Platform for Microseismic Signal Analysis: Denoising, Detection, and Classification in Slope Stability Studies
  62. Graph Filter Design for Distributed Network Processing: A Comparison between Adaptive Algorithms
  63. Minimising the computational time of a waveform based location algorithm
  64. Undirected Graphs: Is the Shift-Enabled Condition Trivial or Necessary?
  65. Robust Deep Graph Based Learning for Binary Classification
  66. Individualised Responsible Artificial Intelligence for Home-Based Rehabilitation
  67. Building a Graph Signal Processing Model Using Dynamic Time Warping for Load Disaggregation
  68. Evaluation of low-complexity supervised and unsupervised NILM methods and pre-processing for detection of multistate white goods
  69. Explainable NILM Networks
  70. Codebook Cardinality Spectrum of Distributed Arithmetic Coding for Independent and Identically-Distributed Binary Sources
  71. Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space
  72. Narrowband Angle of Arrival Estimation Exploiting Graph Topology and Graph Signals
  73. Non-intrusive load disaggregation solutions for very low-rate smart meter data
  74. Smart Security Audit: Reinforcement Learning with a Deep Neural Network Approximator
  75. Averaging Is Probably Not the Optimum Way of Aggregating Parameters in Federated Learning
  76. Averaging is Probably not the Optimum Way of Aggregating Parameters in Federated Learning
  77. Portable offline indoor object recognition system for the visually impaired
  78. Evaluation of Home-Based Rehabilitation Sensing Systems with Respect to Standardised Clinical Tests
  79. Object Detection Techniques: Overview and Performance Comparison
  80. On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors
  81. Security and Performance Trade-offs for Data Distribution Service in Flying Ad-Hoc Networks
  82. Factors That Contribute to the Use of Stroke Self-Rehabilitation Technologies: A Review
  83. Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models
  84. Deep Graph Regularized Learning for Binary Classification
  85. Effect of External Daylight in Smart Dimmable LED Lighting Systems
  86. Evaluation of Non-intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection
  87. Transferability of Neural Network Approaches for Low-rate Energy Disaggregation
  88. Can non-intrusive load monitoring be used for identifying an appliance’s anomalous behaviour?
  89. Automation enhancement and accuracy investigation of a portable single-camera gait analysis system
  90. A Generic Optimisation-based Approach for Improving Non-intrusive Load Monitoring
  91. Distinct Feature Extraction for Video-based Gait Phase Classification
  92. Alternating Binary Classifier and Graph Learning from Partial Labels
  93. Shift-Enabled Graphs: Graphs Where Shift-Invariant Filters are Representable as Polynomials of Shift Operations
  94. Intertwining and NCA Maps Based New Image Encryption Scheme
  95. Appliance electrical consumption modelling at scale using smart meter data
  96. Non-Intrusive Load Disaggregation Using Graph Signal Processing
  97. Linear state estimation via 5G C-RAN cellular networks using Gaussian belief propagation
  98. Optimal detection and error exponents for hidden semi-Markov models
  99. Improving Event-based Non-intrusive Load Monitoring using Graph Signal Processing
  100. Preliminary interdependency analysis: An approach to support critical-infrastructure risk-assessment
  101. Graph-based clustering for identifying region of interest in eye tracker data analysis
  102. Estimating Heart Rate and Rhythm via 3D Motion Tracking in Depth Video
  103. Gait phase classification for in-home gait assessment
  104. Sleep Apnea Detection via Depth Video and Audio Feature Learning
  105. An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study
  106. Routines and Energy Intensity of Activities in the Smart Home
  107. Measuring the energy intensity of domestic activities from smart meter data
  108. Motion analysis for rehabilitation using Microsoft Kinect2
  109. How efficiently are you using your kettle?
  110. Hamming Distance Spectrum of DAC Codes for Equiprobable Binary Sources
  111. Blind Non-Intrusive Appliance Load Monitoring
  112. Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics
  113. Low-complexity energy disaggregation using appliance load modelling
  114. Analysis on Tailed Distributed Arithmetic Codes for Uniform Binary Sources
  115. Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System
  116. Blind non-intrusive appliance load monitoring using graph-based signal processing
  117. Gait analysis using a single depth camera
  118. Estimating heart rate via depth video motion tracking
  119. View-Popularity-Driven Joint Source and Channel Coding of View and Rate Scalable Multi-View Video
  120. Kinematics Analysis Multimedia System for Rehabilitation
  121. Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction
  122. Stochastic Modeling for Performance Evaluation of Database Replication Protocols
  123. A graph-based signal processing approach for low-rate energy disaggregation
  124. A low-complexity energy disaggregation method: Performance and robustness
  125. Non-intrusive appliance load monitoring using low-resolution smart meter data
  126. Joint source and channel coding of view and rate scalable multi-view video
  127. Upper limb movement analysis via marker tracking with a single-camera system
  128. Graph-based depth video denoising and event detection for sleep monitoring
  129. Sleep monitoring via depth video compression & analysis
  130. Detecting Household Activity Patterns from Smart Meter Data
  131. Software Diversity as a Measure for Reducing Development Risk
  132. Power disaggregation of domestic smart meter readings using dynamic time warping
  133. Unequal error protection for data partitioned H.264/AVC video broadcasting
  134. Dictionary Learning for Scalable Sparse Image Representation with Applications
  135. Random Network Coding for Multimedia Delivery Services in LTE/LTE-Advanced
  136. A study of the relationship between antivirus regressions and label changes
  137. Multiple marker tracking in a single-camera system for gait analysis
  138. User-Action-Driven View and Rate Scalable Multiview Video Coding
  139. Relay-Assisted Rateless Layered Multiple Description Video Delivery
  140. Scalable user-adaptive multiview video coder
  141. Image registration using BP-SIFT
  142. Packet-centric approach to distributed sparse-graph coding in wireless ad hoc networks
  143. Distributed Compression for Condition Monitoring of Wind Farms
  144. Does Malware Detection Improve with Diverse AntiVirus Products? An Empirical Study
  145. An Empirical Study of the Effectiveness of "Forcing" Diversity Based on a Large Population of Diverse Programs
  146. HVS based dictionary learning for scalable sparse image representation
  147. Random Network Coding for Multimedia Delivery over LTE-Advanced
  148. Onboard Low-Complexity Compression of Solar Stereo Images
  149. Unequal Error Protection Random Linear Coding Strategies for Erasure Channels
  150. Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding
  151. Adaptive layered multiple description coding for wireless video with expanding window Random linear codes
  152. Distributed compression for condition monitoring of wind farms
  153. Singular value decomposition based fusion for super-resolution image reconstruction
  154. Multi-user video streaming using unequal error protection network coding in wireless networks
  155. Cooperative network-coding system for wireless sensor networks
  156. Rate Adaptive Selective Segment Assignment for Reliable Wireless Video Transmission
  157. Application Layer Systematic Network Coding for Sliced H.264/AVC Video Streaming
  158. Scalable broadcasting of sliced H.264/AVC over DVB-H network
  159. Singular value decomposition based fusion for super-resolution image reconstruction
  160. Diversity for Security: A Study with Off-the-Shelf AntiVirus Engines
  161. Scalable video streaming using UEP network coding for wireless multi-hop cellular networks
  162. Contrast enhancement and denoising of Poisson and Gaussian mixture noise for solar images
  163. Distributed compression: Overview of current and emerging multimedia applications
  164. Expanding Window Random Linear Codes for data partitioned H.264 video transmission over DVB-H network
  165. Scalable compressive video
  166. Onboard low-complexity compression of solar images
  167. Unequal error protection for data partitioned H.264/AVC video streaming with raptor and random linear codes for DVB-H networks
  168. View and rate scalable multiview image coding with depth-image-based rendering
  169. Correlation estimation with particle-based belief propagation for distributed video coding
  170. Optical MEMS image enhancement with sparse signal representation
  171. Performance evaluation of Raptor and Random Linear Codes for H.264/AVC video transmission over DVB-H networks
  172. Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks
  173. Single pixel optical imaging using a scanning MEMS mirror
  174. A random linear coding scheme with perimeter data gathering for wireless sensor networks
  175. On unequal error protection random linear coding for scalable video broadcasting
  176. Unequal error protection random linear coding for multimedia communications
  177. Fireworks: A random linear coding scheme for distributed storage in wireless sensor networks
  178. Scalable video coding for mobile broadcasting DVB systems
  179. The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels
  180. Compress-Forward Coding With BPSK Modulation for the Half-Duplex Gaussian Relay Channel
  181. Optical imaging with scanning MEMS mirror - A single photodetector approach
  182. Compressive image sampling with side information
  183. An imaging systen based on a single MEMS scanner and photodetector
  184. Scalable Video Multicast Using Expanding Window Fountain Codes
  185. On distributed LDGM and LDPC code design for networked systems
  186. Multiterminal source coding for multiview images under wireless fading channels
  187. Near-Capacity Dirty-Paper Code Design: A Source-Channel Coding Approach
  188. An Experimental Study of Diversity with Off-the-Shelf AntiVirus Engines
  189. Stereo Image Transmission over Fading Channels with Multiterminal Source Coding
  190. An Efficient Spectrum Sensing Scheme for Cognitive Radio
  191. Raptor packets: A packet-centric approach to distributed raptor code design
  192. Code design for MIMO broadcast channels
  193. Compress-spread-forward with multiterminal source coding and complete complementary sequences
  194. Improved sift-based image registration using belief propagation
  195. On Practical Design for Joint Distributed Source and Network Coding
  196. Two-Terminal Video Coding
  197. Bandwidth efficient multi-station wireless streaming based on complete complementary sequences
  198. Uncertainty explicit assessment of off-the-shelf software: A Bayesian approach
  199. Precoded EWF Codes for Unequal Error Protection of Scalable Video
  200. Comparison of Empirical Data from Two Honeynets and a Distributed Honeypot Network
  201. Performance analysis of PUM codes
  202. Compress-forward coding with BPSK modulation for the half-duplex Gaussian relay channel
  203. Expanding Window Fountain codes for scalable video multicast
  204. Image-in-image hiding using complete complementary sequences
  205. Compressive Sampling of Binary Images
  206. On Multiterminal Source Code Design
  207. Low complexity multi-view video streaming over multipath fading channels
  208. Nested turbo codes for the Costa problem
  209. Cumulative intelligence gathering for smart vehicles
  210. Network Spread Coding
  211. FOREVER
  212. Wireless video distribution to handheld devices
  213. Compress-spread-forward with multiterminal source coding and complete complementary sequences
  214. Image Encryption and Data Hiding: Duality and Code Designs
  215. Distributed Source Coding for Multimedia Multicast Over Heterogeneous Networks
  216. Wyner–Ziv Video Compression and Fountain Codes for Receiver-Driven Layered Multicast
  217. Efficient Multimedia Multicast Using Distributed Source Coding
  218. Distributed joint source-channel coding of video using raptor codes
  219. Forward Error Control for Packet Loss and Corruption
  220. Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system
  221. Channel Protection Fundamentals
  222. Multiterminal Video Coding
  223. Two-Way Video Communication Based on Network Coding
  224. Layered Wyner–Ziv video coding for transmission over unreliable channels
  225. Improving DBMS Performance through Diverse Redundancy
  226. Cooperative diversity for wireless ad hoc networks
  227. Code Designs for MIMO Broadcast Channels
  228. On code design for the Slepian-Wolf problem and lossless multiterminal networks
  229. Image data hiding based on capacity-approaching dirty-paper coding
  230. On dualities in multiterminal coding problems
  231. Video Multicast over Heterogeneous Networks Based on Distributed Source Coding Principles
  232. Computing the channel capacity and rate-distortion function with two-sided state information
  233. Optimized error protection of scalable image bit streams [advances in joint source-channel coding for images
  234. Fast algorithm for distortion-based error protection of embedded image codes
  235. Layered Wyner-Ziv video coding for transmission over unreliable channels
  236. Robust layered multiple description coding of scalable media data for multicast
  237. Near-capacity dirty-paper code designs based on TCQ and IRA codes
  238. Distributed joint source-channel coding of video
  239. Real-time error protection of embedded codes for packet erasure and fading channels
  240. Efficient Channel Code Rate Selection Algorithms for Forward Error Correction of Packetized Multimedia Bitstreams in Varying Channels
  241. On Designing Dependable Services with Diverse Off-the-Shelf SQL Servers
  242. Real-time unequal error protection algorithms for progressive image transmission
  243. Fast algorithm for rate-based optimal error protection of embedded codes
  244. Joint source-channel fractal image coding with unequal error protection
  245. Wyner-Ziv Coding for the Half-Duplex Relay Channel
  246. Packet erasure protection for multicasting
  247. Fast forward error protection of packetized multimedia bitstreams for transmission over varying channels
  248. Packet loss protection of embedded data with fast local search
  249. Joint product code optimization for scalable multimedia transmission over wireless channels
  250. Fast joint source-channel coding algorithms for Internet/wireless multimedia
  251. Rate-distortion unequal error protection for fractal image codes
  252. Distributed Joint Source-Channel Coding of Video Using Raptor Codes
  253. Code design for lossless multiterminal networks
  254. Design of Slepian-Wolf codes by channel code partitioning
  255. Influence of channel fluctuations on optimal real-time scalable image transmission
  256. Product code error protection of packetized multimedia bitstreams
  257. Real-time unequal error protection for distortion-optimal progressive image transmission
  258. Rate-based versus distortion-based optimal joint source-channel coding