Time Series Analysis

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Scoured 78 posts in 9.1 ms

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

 🤖AI  Content type: Academic
arxiv.org·

Uniform central limit theorems for non-stationary processes via relative weak convergence

 📊Statistics  Content type: Academic
arxiv.org·

GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis

 🤖AI  Content type: Academic
arxiv.org·

Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

 🤖Machine Learning  Content type: Academic
arxiv.org·

Optimal Wiener-Filter Solutions for Denoising of Graph Signals on Directed Graphs

 🕸️Graph Theory  Content type: Academic
arxiv.org·

Attention-Augmented LSTMs for Automatic Homophonic Ciphertext Decipherment

 🔐Cryptography  Content type: Academic
arxiv.org·

Zero Touch Predictive Orchestration: Automating Time-Series Models for the Cloud-Edge Continuum

 🎯Recommender Systems  Content type: Academic
arxiv.org·

The Distributed Detectability Band Against Marginal-Preserving Attacks

 🔐Cryptography  Content type: Academic
arxiv.org·

Anomaly Detection for Electro-Hydrostatic Actuators using LSTM Autoencoder

 🦾Robotics  Content type: Academic
arxiv.org·

Forecast and Model Predictive Control of Distributed Energy Resource Aggregators for Net-Demand Balancing

 🤖AI  Content type: Academic
arxiv.org·

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

 🤖AI  Content type: Academic
arxiv.org·

An Improved CNN-LSTM Based Intrusion Detection System for IoT Networks

 🤖AI  Content type: Academic
arxiv.org·

TSseek: Regular Expression-Based Similarity Search for Distributed Time Series Datasets

 🤖Machine Learning  Content type: Academic
arxiv.org·

A Mean-Field Analysis of Multi-Head Self-Attention under Cross-Entropy Training

 📈Optimization  Content type: Academic
arxiv.org·

Phonetic Error Analysis of Raw Waveform Acoustic Models

 💬LLMs  Content type: Academic
arxiv.org·

Physics-Informed Machine Learning for Short-Term Flood Prediction

 🤖Machine Learning  Content type: Academic
arxiv.org·

YUBI: Yielding Universal Bidigital Interface for Bimanual Dexterous Manipulation at Scale

 🦾Robotics  Content type: Academic
arxiv.org·

Rethinking IoT Intrusion Detection: Augmenting Routing Metrics with Radio Features

 🔐Cryptography  Content type: Academic
arxiv.org·

Tests for Independence of High-Dimensional Nonstationary Time Series

 📊Statistics  Content type: Academic
arxiv.org·

OncoTraj: a public benchmark for longitudinal resistance prediction in EGFR-mutant non-small-cell lung cancer on osimertinib

 🤖Machine Learning  Content type: Academic
arxiv.org·

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