All Stories

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