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