Latest 15 Papers - July 11, 2024

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Time Series

Title	Date	Comment
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data	2024-07-09	Submi... Submitted to Studies in Computational Intelligence Journal. arXiv admin note: substantial text overlap with arXiv:2309.02253
Factor modelling for high-dimensional functional time series	2024-07-09
Temporal Convolution Derived Multi-Layered Reservoir Computing	2024-07-09
Inference for bivariate extremes via a semi-parametric angular-radial model	2024-07-09	Up-to-date draft
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series	2024-07-09
LETS-C: Leveraging Language Embedding for Time Series Classification	2024-07-09	22 pa... 22 pages, 5 figures, 10 tables
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series	2024-07-09
JANET: Joint Adaptive predictioN-region Estimation for Time-series	2024-07-08	Alter... Alternate Title: Conformalised Joint Prediction Region for Time Series
GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images	2024-07-08	IGARS... IGARSS 2024 https://2024.ieeeigarss.org/view_paper.php?PaperNum=5431
Time Series Dataset for Modeling and Forecasting of $N_2O$ in Wastewater Treatment	2024-07-08	10 pa... 10 pages, 4 figures. This publication accompanies the Mendeley dataset available at this URL (version 1): https://data.mendeley.com/datasets/xmbxhscgpr/1
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks	2024-07-08	38 pages
Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and LSTM Networks	2024-07-08	Accep... Accepted to the first joint European Space Agency SPAICE Conference 2024
Dynamic Matrix Factor Models for High Dimensional Time Series	2024-07-08
Spatial-Temporal Large Language Model for Traffic Prediction	2024-07-07	Accep... Accepted by MDM 2024 (Research Track)
Liquid Resistance Liquid Capacitance Networks	2024-07-07

Trajectory

Title	Date	Comment
Trajectory Data Mining and Trip Travel Time Prediction on Specific Roads	2024-07-09	N/A
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction	2024-07-09	arXiv... arXiv admin note: substantial text overlap with arXiv:2402.19251
Sampling for Model Predictive Trajectory Planning in Autonomous Driving using Normalizing Flows	2024-07-09	Accep... Accepted to be published as part of the 2024 IEEE Intelligent Vehicles Symposium (IV), Jeju Shinhwa World, Jeju Island, Korea, June 2-5, 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions	2024-07-09	Accep... Accepted to be published as part of the 2024 IEEE Intelligent Vehicles Symposium (IV), Jeju Shinhwa World, Jeju Island, Korea, June 2-5, 2024
Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing	2024-07-08	Accep... Accepted at ICLP 2024
MapsTP: HD Map Images Based Multimodal Trajectory Prediction for Automated Vehicles	2024-07-08	Accep... Accepted for publication at th 26th Irish Machine Vision and Image Processing Conference, 2024
MSTF: Multiscale Transformer for Incomplete Trajectory Prediction	2024-07-08
An open-source framework for data-driven trajectory extraction from AIS data -- the $α$-method	2024-07-05
A Data Model and Predicate Logic for Trajectory Data (Extended Version)	2024-07-03	Exten... Extended version of the ADBIS 2024 paper with the same title
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles	2024-07-03
Fast maneuver recovery from aerial observation: trajectory clustering and outliers rejection	2024-07-03
PWTO: A Heuristic Approach for Trajectory Optimization in Complex Terrains	2024-07-03
ImageFlowNet: Forecasting Multiscale Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images	2024-07-02	Inclu... Included reference to codebase. Added acknowledgements
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation	2024-07-02
Trajectory Tracking for UAVs: An Interpolating Control Approach	2024-07-02	7 pag... 7 pages, submitted to MMAR2024 conference

Graph Neural Networks

Title	Date	Comment
Parallelized Multi-Agent Bayesian Optimization in Lava	2024-07-09	4 pag... 4 pages, 2 figures, 2 algorithms, 2 tables
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics	2024-07-09
Changepoint Detection in Highly-Attributed Dynamic Graphs	2024-07-09
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections	2024-07-09
Knowledge Graph Pruning for Recommendation	2024-07-09
On the Limitation and Experience Replay for GNNs in Continual Learning	2024-07-09
Advanced Financial Fraud Detection Using GNN-CL Model	2024-07-09
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications	2024-07-09	14 pa... 14 pages, 11 figures. This paper has been submitted to IEEE Journal. The source code has been released at: https://github.com/qiongwu86/GNN-and-DRL-Based-Resource-Allocation-for-V2X-Communications
On the Robustness of Graph Reduction Against GNN Backdoor	2024-07-09
Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures	2024-07-09
P3GNN: A Privacy-Preserving Provenance Graph-Based Model for APT Detection in Software Defined Networking	2024-07-08
Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks	2024-07-08
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG	2024-07-08	Accepted by ECCV2024
On the Topology Awareness and Generalization Performance of Graph Neural Networks	2024-07-08
Learning Dynamics from Multicellular Graphs with Deep Neural Networks	2024-07-08