All Stories

  1. FedGVD: Efficient Federated Graph Learning via Unidirectional Distillation with Dynamic Virtual Nodes
  2. Tackling Sparse Facts for Temporal Knowledge Graph Completion
  3. Spatio-temporal knowledge embedding via circular correlation: insights into functional urban area travel pattern mining
  4. Mitigating data imbalance and generating better prototypes in heterogeneous Federated Graph Learning
  5. Energy Consumption Optimization of UAV-Assisted Traffic Monitoring Scheme With Tiny Reinforcement Learning
  6. Mobile Trajectory Anomaly Detection: Taxonomy, Methodology, Challenges, and Directions
  7. Graph Spatial-Temporal Transformer Network for Traffic Prediction
  8. A comprehensive survey of federated learning and recommender system
  9. Traffic trajectory generation via conditional generative adversarial networks for transportation metaverse
  10. Diffusion models in text generation: a survey
  11. GSRec: A Graph-Sequence Recommendation System Based on Reverse-Order Graph and User Embedding
  12. A Real-Time 3-Dimensional Object Detection Based Human Action Recognition Model
  13. Anomalous Sub-Trajectory Detection With Graph Contrastive Self-Supervised Learning
  14. Exploring Bus Stop Mobility Pattern: A Multi-Pattern Deep Learning Prediction Framework
  15. Federated Graph Anomaly Detection via Contrastive Self-Supervised Learning
  16. KGNext: Knowledge-Graph-Enhanced Transformer for Next POI Recommendation With Uncertain Check-Ins
  17. An Autonomous Underwater Vehicle-Assisted Adaptive Trust Prediction Model for UASNs
  18. Asynchronous Federated Deep Reinforcement Learning-Based Dependency Task Offloading for UAV-Assisted Vehicular Networks
  19. Exploring Personalized Intents with Knowledge Graph for Federated Self-supervised Recommendation
  20. Decentralized Federated Learning-Enabled Relation Aggregation for Anomaly Detection
  21. Deformation Gated Recurrent Network for Lane-Level Abnormal Driving Behavior Recognition
  22. Spatio-temporal interactive graph convolution network for vehicle trajectory prediction
  23. A Survey on Recommendation Methods Based on Social Relationships
  24. Shahmukhi named entity recognition by using contextualized word embeddings
  25. KDRank: Knowledge-driven user-aware POI recommendation
  26. Multimodal sentiment analysis based on fusion methods: A survey
  27. Exploring Prior Knowledge from Human Mobility Patterns for POI Recommendation
  28. Impact of In-Air Gestures on In-Car Task’s Diver Distraction
  29. HIT-GCN: Spatial-Temporal Graph Convolutional Network Embedded with Heterogeneous Information of Road Network for Traffic Forecasting
  30. TAP: Traffic Accident Profiling via Multi-Task Spatio-Temporal Graph Representation Learning
  31. Dynamic graph convolutional recurrent imputation network for spatiotemporal traffic missing data
  32. Multiscale feature aggregation network for aspect sentiment triplet extraction
  33. Multi-Vehicle Trajectory Tracking towards Digital Twin Intersections for Internet of Vehicles
  34. Spatio-Temporal Digraph Convolutional Network-Based Taxi Pickup Location Recommendation
  35. FedAWR : An Interactive Federated Active Learning Framework for Air Writing Recognition
  36. MissII: Missing Information Imputation for Traffic Data
  37. UMIM: Utility-Maximization Incentive Mechanism for Mobile Crowd Sensing
  38. Fine-Grained Sentiment-Controlled Text Generation Approach Based on Pre-Trained Language Model
  39. Edge Computing for Internet of Everything: A Survey
  40. A Rolling Optimization Algorithm for Real-Time Traffic Control With Delay Minimization
  41. Deep Reinforcement Learning-Based Energy-Efficient Edge Computing for Internet of Vehicles
  42. Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework
  43. RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern
  44. Dynamic Multi-View Coupled Graph Convolution Network for Urban Travel Demand Forecasting
  45. Motif discovery based traffic pattern mining in attributed road networks
  46. The significance and impact of winning an academic award
  47. Lane-Level Traffic Flow Prediction with Heterogeneous Data and Dynamic Graphs
  48. Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles
  49. Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning
  50. A multi-attribute decision making approach based on information extraction for real estate buyer profiling
  51. A Higher-Order Motif-Based Spatiotemporal Graph Imputation Approach for Transportation Networks
  52. GCN2CDD: A Commercial District Discovery Framework via Embedding Space Clustering on Graph Convolution Networks
  53. Urban Overtourism Detection Based on Graph Temporal Convolutional Networks
  54. A lightweight framework for abnormal driving behavior detection
  55. A Federated Learning-Based License Plate Recognition Scheme for 5G-Enabled Internet of Vehicles
  56. Real-Time Mask Identification for COVID-19: An Edge-Computing-Based Deep Learning Framework
  57. Mobile Edge Cooperation Optimization for Wearable Internet of Things: A Network Representation-Based Framework
  58. Matching Algorithms: Fundamentals, Applications and Challenges
  59. Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles
  60. Coordinated ramp signal optimization framework based on time series flux-correlation analysis
  61. Recurrent-DC: A deep representation clustering model for university profiling based on academic graph
  62. A fuzzy control system for energy‐efficient wireless devices in the Internet of vehicles
  63. More Complex More Productive: Characterizing Top Universities Based on Research Publications
  64. An Attention-Based Digraph Convolution Network Enabled Framework for Congestion Recognition in Three-Dimensional Road Networks
  65. Deep Matrix Factorization for Trust-Aware Recommendation in Social Networks
  66. FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles
  67. VOPRec: Vector Representation Learning of Papers with Text Information and Structural Identity for Recommendation
  68. DeepCF: A Deep Feature Learning-Based Car-Following Model Using Online Ride-Hailing Trajectory Data
  69. Congestion recognition for hybrid urban road systems via digraph convolutional network
  70. Real-time dissemination of emergency warning messages in 5G enabled selfish vehicular social networks
  71. PGA: An Efficient Adaptive Traffic Signal Timing Optimization Scheme Using Actor-Critic Reinforcement Learning Algorithm
  72. Network embedding: Taxonomies, frameworks and applications
  73. Realizing the Potential of the Internet of Things for Smart Tourism with 5G and AI
  74. The Gene of Scientific Success
  75. Ranking Station Importance With Human Mobility Patterns Using Subway Network Datasets
  76. Research on Phase Combination and Signal Timing Based on Improved K-Medoids Algorithm for Intersection Signal Control
  77. Emergency warning messages dissemination in vehicular social networks: A trust based scheme
  78. Random Walks: A Review of Algorithms and Applications
  79. A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data
  80. A collective filtering based content transmission scheme in edge of vehicles
  81. DeepTSW: An Urban Traffic Safety Warning Framework Based on Bayesian Deep Learning
  82. HUAD: Hierarchical Urban Anomaly Detection Based on Spatio-Temporal Data
  83. Mobile Crowdsourcing and Pervasive Computing for Smart Cities
  84. Deep Reinforcement Learning for Intelligent Internet of Vehicles: An Energy-Efficient Computational Offloading Scheme
  85. Task-Driven Resource Assignment in Mobile Edge Computing Exploiting Evolutionary Computation
  86. The Evolution of Turing Award Collaboration Network: Bibliometric-Level and Network-Level Metrics
  87. Data Mining and Information Retrieval in the 21st century: A bibliographic review
  88. Disease Gene Prediction Based on Heterogeneous Probabilistic Hypergraph Ranking
  89. Prediction methods and applications in the science of science: A survey
  90. Deep Learning in Edge of Vehicles: Exploring Trirelationship for Data Transmission
  91. Discovering Transit-Oriented Development Regions of Megacities Using Heterogeneous Urban Data
  92. Mobile Crowdsourcing in Smart Cities: Technologies, Applications, and Future Challenges
  93. How does collaboration affect researchers’ positions in co-authorship networks?
  94. Many-to-Many Collaborator Recommendation Based on Matching Markets Theory
  95. CSTeller: forecasting scientific collaboration sustainability based on extreme gradient boosting
  96. TBI2Flow: Travel behavioral inertia based long-term taxi passenger flow prediction
  97. A Cooperative Partial Computation Offloading Scheme for Mobile Edge Computing Enabled Internet of Things
  98. COOC: Visual Exploration of Co-Occurrence Mobility Patterns in Urban Scenarios
  99. Academic social networks: Modeling, analysis, mining and applications
  100. Sustainable Collaborator Recommendation Based on Conference Closure
  101. Skill ranking of researchers via hypergraph
  102. Understanding Nobel Prize-Winning Articles:A Bibliometric Analysis
  103. Skill ranking of researchers via hypergraph
  104. Skill ranking of researchers via hypergraph
  105. Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining
  106. A traffic-differentiated routing algorithm in Flying Ad Hoc Sensor Networks with SDN cluster controllers
  107. A Novel Social Recommendation Method Fusing User’s Social Status and Homophily Based on Matrix Factorization Techniques
  108. API: An Index for Quantifying a Scholar’s Academic Potential
  109. Green and Sustainable Cloud of Things: Enabling Collaborative Edge Computing
  110. Human Interactive Behavior: A Bibliographic Review
  111. Scientific Paper Recommendation: A Survey
  112. Two decades of information systems: a bibliometric review
  113. Scholarly impact assessment: a survey of citation weighting solutions
  114. UAV Formation Flight Cooperative Tracking Controller Design
  115. Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics
  116. TNERec: Topic-Aware Network Embedding for Scientific Collaborator Recommendation
  117. A Social-Aware Group Formation Framework for Information Diffusion in Narrowband Internet of Things
  118. Joint Range-Doppler-Angle Estimation for Intelligent Tracking of Moving Aerial Targets
  119. CoPFun: an urban co-occurrence pattern mining scheme based on regional function discovery
  120. Understanding the advisor–advisee relationship via scholarly data analysis
  121. Mobility Dataset Generation for Vehicular Social Networks Based on Floating Car Data
  122. Modeling and Analysis of Large-Scale Urban Mobility for Green Transportation
  123. Quantifying the impact of scholarly papers based on higher-order weighted citations
  124. A Social Utility-Based Dissemination Scheme for Emergency Warning Messages in Vehicular Social Networks
  125. Exploring Human Mobility Patterns in Urban Scenarios: A Trajectory Data Perspective
  126. FISS: Function identification of subway stations based on semantics mining and functional clustering
  127. A Survey of Collaborative Filtering-Based Recommender Systems: From Traditional Methods to Hybrid Methods Based on Social Networks
  128. A Survey of Scholarly Data Visualization
  129. Artificial Intelligence in the 21st Century
  130. Big Trajectory Data: A Survey of Applications and Services
  131. Collision Avoidance in Fixed-Wing UAV Formation Flight Based on a Consensus Control Algorithm
  132. Design and Information Architectures for an Unmanned Aerial Vehicle Cooperative Formation Tracking Controller
  133. Disappearing Link Prediction in Scientific Collaboration Networks
  134. PAAS: PMIPv6 Access Authentication Scheme Based on Identity-Based Signature in VANETs
  135. STLoyal: A Spatio-Temporal Loyalty-Based Model for Subway Passenger Flow Prediction
  136. Spatio-Temporal Network Traffic Estimation and Anomaly Detection Based on Convolutional Neural Network in Vehicular Ad-Hoc Networks
  137. VISOS: A Visual Interactive System for Spatial-Temporal Exploring Station Importance Based on Subway Data
  138. Vehicular Social Networks: A survey
  139. A Modified Node2vec Method for Disappearing Link Prediction
  140. LoTAD: long-term traffic anomaly detection based on crowdsourced bus trajectory data
  141. Exploring dynamic research interest and academic influence for scientific collaborator recommendation
  142. An improved GPSR protocol based on stratification of traffic density
  143. Exploring time factors in measuring the scientific impact of scholars
  144. An Overview on Evaluating and Predicting Scholarly Article Impact
  145. A Novel QoS-Based QoE Evaluation Method for Streaming Video Service
  146. Time-Location-Relationship Combined Service Recommendation Based on Taxi Trajectory Data
  147. Social gene — A new method to find rising stars
  148. Vehicular Social Networks: Enabling Smart Mobility
  149. Scientific collaboration patterns vary with scholars’ academic ages
  150. BoDMaS: Bio-inspired Selfishness Detection and Mitigation in Data Management for Ad-hoc Social Networks
  151. Evaluating the Impact of Articles with Geographical Distances between Institutions
  152. IS2Fun: Identification of Subway Station Functions Using Massive Urban Data
  153. Is Scientific Collaboration Sustainability Predictable?
  154. Random Walk-based Beneficial Collaborators Recommendation Exploiting Dynamic Research Interests and Academic Influence
  155. Study on routing protocol based on traffic density in VANET
  156. Crowd Activity Classification Using Category Constrained Correlated Topic Model
  157. Erratum to: OnCampus: a mobile platform towards a smart campus
  158. New challenges of real-time wireless sensor networks: Theory and applications
  159. Urban traffic congestion estimation and prediction based on floating car trajectory data
  160. OnCampus: a mobile platform towards a smart campus
  161. Social-Oriented Resource Management in Cloud-Based Mobile Networks
  162. Editorial behaviors in peer review
  163. Exploiting Publication Contents and Collaboration Networks for Collaborator Recommendation
  164. Cross-domain item recommendation based on user similarity
  165. Exploiting Trust and Usage Context for Cross-Domain Recommendation
  166. Meta-heuristic algorithms for parallel identical machines scheduling problem with weighted late work criterion and common due date
  167. TAPRank: A Time-Aware Author Ranking Method in Heterogeneous Networks
  168. A novel adaptive spectrum allocation scheme for multi-channel multi-radio wireless mesh networks
  169. Energy-aware cooperative and distributed channel estimation schemes for wireless sensor networks
  170. Taxi Operation Optimization Based on Big Traffic Data
  171. A Trust-Based User Assignment Scheme in Ad Hoc Social Networks
  172. Com-BIS: A Community-Based Barter Incentive Scheme in Socially Aware Networking
  173. Context-Based Collaborative Filtering for Citation Recommendation
  174. Urban Traffic Congestion Prediction Using Floating Car Trajectory Data
  175. An adaptive MAC protocol for real-time and reliable communications in medical cyber-physical systems
  176. BeeCup: A bio-inspired energy-efficient clustering protocol for mobile learning
  177. Phone2Cloud: Exploiting computation offloading for energy saving on smartphones in mobile cloud computing
  178. Evaluation of the Task Communication Performance in Wireless Sensor Networks: A Queue Theory Approach
  179. Customer Rating Prediction Using Hypergraph Kernel Based Classification
  180. Mobile Multimedia Recommendation in Smart Communities: A Survey
  181. Service Differentiated and Adaptive CSMA/CA over IEEE 802.15.4 for Cyber-Physical Systems
  182. Adaptive Quasiconformal Kernel Principle Component Analysis for MSTAR SAR Recognition
  183. An energy-efficient and load-balanced dynamic clustering protocol for ad-hoc sensor networks
  184. Urban arterial traffic two-direction green wave intelligent coordination control technique and its application
  185. Urban arterial traffic intelligent coordination control technique and its application
  186. Study on Road Network Traffic Coordination Control Technique With Bus Priority
  187. Synchronization of uncertain complex dynamical networks via adaptive control
  188. LMI-based criteria for synchronization of complex dynamical networks
  189. Multi-agent fuzzy signal control with bus priority