Latest 15 Papers - November 19, 2024

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Time Series

Title	Date	Comment
Multiscale Dubuc: A New Similarity Measure for Time Series	2024-11-15	6 pag... 6 pages, 3 figures, IEEE Big Data 2024
Swarm Characteristics Classification Using Neural Networks	2024-11-15	Added... Added funding acknowledgment and author bios
Recurrent Neural Goodness-of-Fit Test for Time Series	2024-11-15	27 pages, 4 figures
Generation of synthetic gait data: application to multiple sclerosis patients' gait patterns	2024-11-15
On the Cost of Model-Serving Frameworks: An Experimental Evaluation	2024-11-15
A Survey on State-of-the-art Deep Learning Applications and Challenges	2024-11-15
Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater Contamination	2024-11-15	14 pages, 6 figures
Causal Time-Series Synchronization for Multi-Dimensional Forecasting	2024-11-15	14 pages
PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse	2024-11-15
Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness	2024-11-15	New r... New revision added a space between "for" and "Time-Series" in the title
Semiparametric inference for impulse response functions using double/debiased machine learning	2024-11-15
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset	2024-11-15
Volume-Preserving Transformers for Learning Time Series Data with Structure	2024-11-14	Will ... Will be published as part of "Cemracs Proceedings 2023" (status: accepted)
Early-Scheduled Handover Preparation in 5G NR Millimeter-Wave Systems	2024-11-14
dynamite: An R Package for Dynamic Multivariate Panel Models	2024-11-14

Trajectory

Title	Date	Comment
Temporal Patterns of Multiple Long-Term Conditions in Individuals with Intellectual Disability Living in Wales: An Unsupervised Clustering Approach to Disease Trajectories	2024-11-15
Explanation for Trajectory Planning using Multi-modal Large Language Model for Autonomous Driving	2024-11-15	Accep... Accepted and presented at ECCV 2024 2nd Workshop on Vision-Centric Autonomous Driving (VCAD) on September 30, 2024. 13 pages, 5 figures
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)	2024-11-14	28 pages, 18 figures
Integrated Precoder and Trajectory Design for MIMO UAV-Assisted Relay System With Finite-Alphabet Inputs	2024-11-13
DiVR: incorporating context from diverse VR scenes for human trajectory prediction	2024-11-13
Efficient Trajectory Generation in 3D Environments with Multi-Level Map Construction	2024-11-13
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally Before An Ongoing Trajectory Terminates	2024-11-12
UniTE: A Survey and Unified Pipeline for Pre-training Spatiotemporal Trajectory Embeddings	2024-11-12
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction	2024-11-12	Accep... Accepted at the IEEE International Conference on Systems, Man, and Cybernetics 2024
Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution	2024-11-12
'Explaining RL Decisions with Trajectories': A Reproducibility Study	2024-11-11
Quadrotor Trajectory Tracking Using Linear and Nonlinear Model Predictive Control	2024-11-11	In Vi... In Vietnamese language, in the 25th National Conference on Electronics, Communications and Information Technology (REV-ECIT 2022), Hanoi, Vietnam
$\mathsf{QuITO}$ $\textsf{v.2}$: Trajectory Optimization with Uniform Error Guarantees under Path Constraints	2024-11-11	Submi... Submitted; 42 pages, comments are welcome
Time-delayed Dynamic Mode Decomposition for families of periodic trajectories in Cislunar Space	2024-11-10	arXiv... arXiv admin note: text overlap with arXiv:2401.13784
*[RRT Based Optimal Trajectory Generation with Linear Temporal Logic Specifications under Kinodynamic Constraints](http://arxiv.org/abs/2411.06219v1)**	2024-11-09

Graph Neural Networks

Title	Date	Comment
Bitcoin Research with a Transaction Graph Dataset	2024-11-15
Supra-Laplacian Encoding for Transformer on Dynamic Graphs	2024-11-15
Graph Neural Networks Do Not Always Oversmooth	2024-11-15
Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows	2024-11-15
DuSEGO: Dual Second-order Equivariant Graph Ordinary Differential Equation	2024-11-15
CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming	2024-11-14	Accep... Accepted by IEEE JSAC NGAT
Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures	2024-11-14	9 pag... 9 pages, 2 figures, 5 tables
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting	2024-11-14
Neural Graph Simulator for Complex Systems	2024-11-14
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning	2024-11-13	Accep... Accepted to DATE 2025
Predictive Visuo-Tactile Interactive Perception Framework for Object Properties Inference	2024-11-13
Flow reconstruction in time-varying geometries using graph neural networks	2024-11-13
ScaleNet: Scale Invariance Learning in Directed Graphs	2024-11-13	Scale... Scale invariance in node classification is demonstrated and applied in graph transformation to develop ScaleNet, which achieves state-of-the-art performance on both homophilic and heterophilic directed graphs
Gaussian Mixture Models Based Augmentation Enhances GNN Generalization	2024-11-13
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation	2024-11-13	Under... Under review as a conference paper at ICLR 2025