:: Library Catalog

Delwedd Flaen

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	Wang, Weixu, Zhou, Xiaobo, Qiao, Xin, Wang, Lei, Qiu, Tie
Fformat:	Preprint
Cyhoeddwyd:	2025
Pynciau:	Computational Engineering, Finance, and Science Artificial Intelligence
Mynediad Ar-lein:	https://arxiv.org/abs/2511.08049
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg

Time Series Stock Price Forecasting Based on Genetic Algorithm (GA)-Long Short-Term Memory Network (LSTM) Optimization
gan: Sha, Xinye
Cyhoeddwyd: (2024)

Lightweight and Data-Efficient MultivariateTime Series Forecasting using Residual-Stacked Gaussian (RS-GLinear) Architecture
gan: Ali, Abukar
Cyhoeddwyd: (2025)

Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting
gan: Zhao, Lifan, et al.
Cyhoeddwyd: (2024)

StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
gan: Wang, Shengkun, et al.
Cyhoeddwyd: (2024)

Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting
gan: Makri, Eftychia, et al.
Cyhoeddwyd: (2025)

Ada-MoGE: Adaptive Mixture of Gaussian Expert Model for Time Series Forecasting
gan: Ni, Zhenliang, et al.
Cyhoeddwyd: (2025)

Time Series Augmented Generation for Financial Applications
gan: Kolonin, Anton, et al.
Cyhoeddwyd: (2026)

Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling
gan: Zeng, Liang, et al.
Cyhoeddwyd: (2021)

CTBench: Cryptocurrency Time Series Generation Benchmark
gan: Ang, Yihao, et al.
Cyhoeddwyd: (2025)

Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
gan: Thwal, Chu Myaet, et al.
Cyhoeddwyd: (2024)

FETS Benchmark: Foundation Models Outperform Dataset-specific Machine Learning in Energy Time Series Forecasting
gan: Obermeier, Marco, et al.
Cyhoeddwyd: (2026)

Social Recommendation through Heterogeneous Graph Modeling of the Long-term and Short-term Preference Defined by Dynamic Time Spans
gan: Jafari, Behafarid Mohammad, et al.
Cyhoeddwyd: (2023)

Dynamic Hypergraph Representation Learning for Multivariate Time Series without Prior Knowledge
gan: Gregnanin, Marco, et al.
Cyhoeddwyd: (2026)

A Language Model-Guided Framework for Mining Time Series with Distributional Shifts
gan: Zhu, Haibei, et al.
Cyhoeddwyd: (2024)

CSP-AIT-Net: A contrastive learning-enhanced spatiotemporal graph attention framework for short-term metro OD flow prediction with asynchronous inflow tracking
gan: Wang, Yichen, et al.
Cyhoeddwyd: (2024)

Diffolio: A Diffusion Model for Multivariate Probabilistic Financial Time-Series Forecasting and Portfolio Construction
gan: Cho, So-Yoon, et al.
Cyhoeddwyd: (2025)

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer
gan: Hu, Linyue, et al.
Cyhoeddwyd: (2025)

From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting
gan: Zeng, Zhen, et al.
Cyhoeddwyd: (2024)

MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction
gan: Wang, Mengyu, et al.
Cyhoeddwyd: (2024)

Enhancing Black-Litterman Portfolio via Hybrid Forecasting Model Combining Multivariate Decomposition and Noise Reduction
gan: Yang, Ziye, et al.
Cyhoeddwyd: (2025)

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements
gan: Zhang, Yang, et al.
Cyhoeddwyd: (2025)

FHRFormer: A Self-Supervised Masked Transformer Framework for Fetal Heart Rate Time-Series Inpainting and Forecasting
gan: Engan, Kjersti, et al.
Cyhoeddwyd: (2026)

Channel, Trend and Periodic-Wise Representation Learning for Multivariate Long-term Time Series Forecasting
gan: Song, Zhangyao, et al.
Cyhoeddwyd: (2025)

Efficient Market Dynamics: Unraveling Informational Efficiency in UK Horse Racing Betting Markets Through Betfair's Time Series Analysis
gan: Tondapu, Narayan
Cyhoeddwyd: (2024)

Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost
gan: Zafeiriou, Theodoros, et al.
Cyhoeddwyd: (2024)

DeepSupp: Attention-Driven Correlation Pattern Analysis for Dynamic Time Series Support and Resistance Levels Identification
gan: Kriuk, Boris, et al.
Cyhoeddwyd: (2025)

Movement Prediction-Adjusted Naive Forecast: Is the Naive Baseline Unbeatable in Financial Time Series Forecasting?
gan: Zhang, Cheng
Cyhoeddwyd: (2024)

DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection
gan: Choi, Donghee, et al.
Cyhoeddwyd: (2024)

QuantBench: Benchmarking AI Methods for Quantitative Investment
gan: Wang, Saizhuo, et al.
Cyhoeddwyd: (2025)

A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting
gan: Lei, Yu, et al.
Cyhoeddwyd: (2024)

VCDF: A Validated Consensus-Driven Framework for Time Series Causal Discovery
gan: Yu, Gene, et al.
Cyhoeddwyd: (2026)

CaFA: Global Weather Forecasting with Factorized Attention on Sphere
gan: Li, Zijie, et al.
Cyhoeddwyd: (2024)

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting
gan: Szydłowski, Kamil Ł., et al.
Cyhoeddwyd: (2024)

AccidentGPT: Accident Analysis and Prevention from V2X Environmental Perception with Multi-modal Large Model
gan: Wang, Lening, et al.
Cyhoeddwyd: (2023)

Bayesian-Monte Carlo Schedule Updating for Construction Digital Twins: A Probabilistic Framework for Dynamic Project Forecasting
gan: Khoshkonesh, Atena, et al.
Cyhoeddwyd: (2026)

EUR/USD Exchange Rate Forecasting incorporating Text Mining Based on Pre-trained Language Models and Deep Learning Methods
gan: Ding, Hongcheng, et al.
Cyhoeddwyd: (2024)

GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes
gan: Kim, Hajung, et al.
Cyhoeddwyd: (2025)

Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data
gan: Fan, Yuwei, et al.
Cyhoeddwyd: (2024)

DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting
gan: Zhao, Lifan, et al.
Cyhoeddwyd: (2023)

Predicting Grain Growth in Polycrystalline Materials Using Deep Learning Time Series Models
gan: Younes, Eliane, et al.
Cyhoeddwyd: (2025)