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