Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:32:36.166744Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2508.14503.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:32:36.166744Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:48:40.009858Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T05:48:40.611440Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 226f0721-5084-4923-825b-6ff0cf8b46f9 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Decomposition-based multi-scale transformer framework for time series anomaly detection,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0ed244a5-9f8a-4ce9-804c-5b4d01faa996 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Multi-scale transformers with adaptive pathways for time series forecasting,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f4268ffb-fb69-49bd-8d06-448d00abd4a7 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Graph-Based Representation Learning for Identifying Fraud in Transaction Networks,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 162aae79-a6d4-433f-b449-5fa6dc3d8550 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Reinforcement Learning in Finance: QTRAN for Portfolio Optimization,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5829a192-c1af-4777-acd7-c92a821dd725 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A Deep Learning Approach to Anomaly Detection in High-Frequency Trading Data,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a135c37c-450b-46c7-a67e-34d5373bace9 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Time-Series Nested Reinforcement Learning for Dynamic Risk Control in Nonlinear Financial Markets,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c1a72b11-4243-4711-8569-962c80621b77 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Enhancing Systemic Risk Forecasting with Deep Attention Models in Financial Time Series,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0403e9b5-9bc6-467a-98cf-7db217d56595 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Transformer-Based Risk Monitoring for Anti-Money Laundering with Transaction Graph Integration,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f83b810d-364a-4752-a446-de3a6fd19774 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Stock Prediction with Improved Feedforward Neural Networks and Multimodal Fusion,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2800bdbd-e38f-4c43-b16b-fe703070fa13 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Market Turbulence Prediction and Risk Control with Improved A3C Reinforcement Learning,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08c82bbb-c25f-4b0f-bda2-072eee30ea3a · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Opprentice: Towards practical and automatic anomaly detection through machine learning
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d9a32d2-f82f-4b96-932d-cb5ab74c6279 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Automatic Anomaly Detection in the Cloud Via Statistical Learning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a933cdf2-03a1-4435-8bd7-5c0c686a0f0e · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Evaluating real-time anomaly detection algorithms—The Numenta Anomaly Benchmark
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0ce9ea81-0f5f-4639-859e-2fe5537372ce · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services EEG Anomaly Detection Using Temporal Graph Attention for Clinical Applications,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b82e29a8-4dde-4bf9-bb51-6f6cef8eaea3 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Multi-Scale Feature Integration and Spatial Attention for Accurate Lesion Segmentation,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8893a5e-2763-4517-80af-81f9ff19f2b5 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Clinical NLP with Attention-Based Deep Learning for Multi-Disease Prediction
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 751491ea-e0de-4cfb-8c48-b4d8e82e333f · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Domain-Adaptive Organ Segmentation through SegFormer Architecture in Clinical Imaging,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7433d561-9b46-492d-bd0a-566bd800eac6 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Joint Modeling of Medical Images and Clinical Text for Early Diabetes Risk Detection,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ec4ded8a-a960-4d4f-a3ac-459481648e8b · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A novel multi-scale network intrusion detection model with transformer,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ab49a391-9378-4db2-9ed3-3b12c68b0991 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation aa5c5dc4-979c-4819-81da-d39277609dcc · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A Hybrid Recommendation Approach Integrating Matrix Decomposition and Deep Neural Networks for Enhanced Accuracy and Generalization,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e021e5f5-1d74-4cfb-b5e8-f3485a3387eb · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ba982d7-bdd3-4180-be3a-93941e846c37 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Sequential Recommendation via Time- Aware and Multi-Channel Convolutional User Modeling,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d51c8319-2087-45e3-bde0-4b4fa1026091 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da36a741-19d3-4e9a-b29a-8a786cbf104d · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2168c193-085b-46a9-833a-6ea0ecdfddea · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Revisiting LoRA: A Smarter Low-Rank Approach for Efficient Model Adaptation,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 025d243d-990f-4693-8547-adea0e73e52e · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Integrating Knowledge Graph Reasoning with Pretrained Language Models for Structured Anomaly Detection,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 067a6687-4526-49f6-b4a1-292be4765f52 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Structured Path Guidance for Logical Coherence in Large Language Model Generation,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c55f0fc3-80b4-4019-9f37-0a1141b4e76a · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Anomaly detection and analysis for clustered cloud computing reliability,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d20d4b52-3b9b-45d4-9c31-6904ebbcfde0 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Anomaly detection in microservice environments via conditional multiscale GANs and adaptive temporal autoencoders,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5a2b649e-299a-4935-96cd-b51206ad6e6c · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Self-Attention-Based Modeling of Multi-Source Metrics for Performance Trend Prediction in Cloud Systems,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eead64d4-ed54-45f9-9596-b36eca45792c · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Graph Neural Recognition of Malicious User Patterns in Cloud Systems via Attention Optimization,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e3daeb53-2aab-413a-b286-cc25cc5abe84 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Deep Learning for Root Cause Detection in Distributed Systems with Structural Encoding and Multi-modal Attention,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33ba78c3-ce26-42eb-9e75-e2119ad3bbf4 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fffca1ff-b4a7-453b-95be-27526d740ec1 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A Deep Learning Framework for Sequence Mining with Bidirectional LSTM and Multi-Scale Attention
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 80e99b8b-9996-4878-983f-50367bc87991 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Multi-scale feature reconstruction network for industrial anomaly detection,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d1d033f-f6ba-4494-a92a-7bb9cff01083 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Temporal fusion transformers for interpretable multi-horizon time series forecasting,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a8e8ddd5-01d5-4e53-b634-078ccaa3a25a · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f5f5b4d0-13de-4a94-b9db-4b45119b1ecc · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Predictive Modeling of Volatility Using Generative Time-Aware Diffusion Frameworks,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cbb610dd-2ae9-49d0-9518-351bed53c034 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 826fda2c-9e61-453c-937c-189ae1aa8aa7 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Dynamic operating system scheduling using double DQN: A reinforcement learning approach to task optimization,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b701d6d8-ab46-4829-8e0a-f11ed5ecc6cc · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services State-Aware IoT Scheduling Using Deep Q-Networks and Edge-Based Coordination
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7554c17c-40ce-4967-a847-f1ff3884906a · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Autonomous Resource Management in Microservice Systems via Reinforcement Learning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 654bc6bf-d7c8-44fd-acbb-2ca5a5815198 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d86efaa1-320c-478a-90e0-91a352f6328e · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Privacy-Enhanced Federated Learning for Distributed Heterogeneous Data,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d46cfff-8f98-43e3-89b9-fb14bfb2d70a · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 462375ea-f795-4dd4-86f0-a7ee9a64f8d6 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Context-Aware Rule Mining Using a Dynamic Transformer-Based Framework,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04a30891-6b59-4aa8-8ce7-49bdcc0cc78c · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Transferable Load Forecasting and Scheduling via Meta- Learned Task Representations,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a12dcf9c-f313-49ee-a0cf-65d4de193084 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Deep residual learning for image recognition,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation af94216b-13b7-49d7-8693-69f1ad587df5 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f62170-185c-415a-9bc7-5bb642e50a5f · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A review on the long short-term memory model,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29351dab-71ee-4ef0-b888-0b8c25731618 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 740b0ff6-341a-4d47-a28c-7e1a82d62965 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Attention is all you need,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76ad26bf-6de7-4492-b65f-755905b2d2d7 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services A multi-information fusion anomaly detection model based on convolutional neural networks and AutoEncoder,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f533471-77df-4940-92c7-680bb877e254 · outbound
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services Exathlon: A benchmark for explainable anomaly detection over time series
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b7f6fbd-c306-4731-bf9a-4429355059bb · inbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.