Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T12:08:32.626830Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2411.17528.
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 2026-08-12T12:08:32.626830Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ee099c72-059a-4f3f-930b-d1a25ddc37ae · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Big Data Analytics in Healthcare: A Systematic Literature Review
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 85b3a144-0c99-4e1f-99fb-3c42016fd9aa · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Big Data Analytics for Intelligent Manufacturing Systems: A Review
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76135cd0-f29e-44f8-bb6f-fad3c253987d · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Buede.The Engineering Design of Systems: Models and Methods
Reference 3
Source-reported events for the cited work
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Observation 9755c88b-27c0-4e4a-b83b-56053af9d920 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams An Architectural Framework of Elderly Healthcare Monitoring and Tracking through Wearable Sensor Technologies
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 820816f9-1e9c-41b5-9513-9a4d8f9be742 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Anomaly Monitoring Improves Remaining Useful Life Estimation of Industrial Machinery
Reference 5
Source-reported events for the cited work
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Observation b7a52d23-99ff-4131-b25b-88d3396bbaaf · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Data Stream Clustering: A Review
Reference 6
Source-reported events for the cited work
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Observation a9b37dfa-57ac-49d6-baad-b84e8f2c7c9b · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Data Stream Clustering: A Survey
Reference 7
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Observation 7c1232ba-0097-45d2-9b1f-2c59305916e2 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams A Survey of Stream Clustering Algorithms
Reference 8
Source-reported events for the cited work
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Observation 4310d217-8f0c-4c57-afeb-9381fbd8d2ce · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams DataStreamClusteringAlgorithms: A Review
Reference 9
Source-reported events for the cited work
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Observation 02cd3e5e-f1d7-43ee-92c7-c08a476d857c · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams StreamKM++: A Clustering Algorithm for Data Streams
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b1d34b1-053c-4a3b-8a67-9ff632e642b9 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Improved Clustering Algorithm Based on High-Speed Network Data Stream
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 57f746b3-0810-4049-86e7-1efa00985ce0 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Adaptive Clustering for Dynamic IoT Data Streams
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 080f43a8-585e-4b3c-b448-440a15f4049f · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams An Evolutionary Algorithm for Clustering Data Streams with a Variable Number of Clusters
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 798c80c7-b31b-4c6f-b627-e0dcf03af498 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Fully Online Clustering of Evolving Data Streams into Arbitrarily Shaped Clusters
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3309d396-bb37-49ef-a578-8f986b3e7b6d · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams DBIECM-an Evolving Clustering Method for Streaming Data Clustering
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9e8f530e-b099-49a5-af59-54298a261d71 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams On Clustering Massive Text and Categorical Data Streams
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1f14250-5d5f-4700-bd69-83ceed62d903 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5b06203b-bd58-47a7-bbd0-c997d390ac2b · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Hoboken, NJ, USA: John Wiley & Sons, Inc., June 2017.isbn: 978-1-119-38759-6
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cdc87306-953f-4c70-b15b-b801de84abf1 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Evolutionary Markov Dynamics for Network Community Detection
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 789497cb-42c5-4d8b-9cb9-098d1f29c24f · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Improving the Estimation of Markov Transition Probabilities Using Mechanistic- Empirical Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39cf8904-e783-41ce-a18d-c01423e4c6ab · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Fast and Adaptive Variable Order Markov Chain Construction
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a2acb818-3dfe-4120-b524-d3dc3121694c · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Multivariate Time Series Clustering and Its Application in Industrial Systems
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d1d2db2-1e0b-4481-ac08-ffab7c0c09fd · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams A Syntactic Pattern Recognition Based Approach to Online Anomaly Detection and Identification on Electric Motors
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2b24fbf-a76c-48cd-a279-02b8c62c83bc · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Anomaly Detection Based on a Dynamic Markov Model
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71ed0c2c-3958-4932-9cea-68d0bb7fbea2 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Cooperative Multiagent System for Park- ing Availability Prediction Based on Time Varying Dynamic Markov Chains
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5758531b-ef52-4398-88ab-4267f8593b28 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Stochastic Optimal Control of Systems with Soft Constraints and Opportunities for Automotive Applications
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 580b1c8c-0fde-4545-956c-053e8987275f · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Detection of Regime Switching Points in Non-Stationary Sequences Using Stochastic Learning Based Weak Estimation Method
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0622b4ee-624f-49ed-b5ba-f60a51827b75 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Temporal Structure Learning for Clustering Massive Data Streams in Real-Time
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation abaa0278-1426-4d20-b5e1-db2c040bd273 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f3f387fa-82d4-4db3-874b-ab8f58da3b32 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Learning in Nonstationary Environments: A Survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9142dc01-0875-498b-ba00-2d7c1ea3001b · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Learning under Concept Drift: A Review
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39340428-7b0e-4339-9734-7c6eb5b54937 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Stochastic Learning-Based Weak Estimation of Multinomial Random Variables and Its Applications to Pattern Recognition in Non-Stationary Environments
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e55abcaa-8458-4688-b42f-fb98e9622c6a · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Narendra and Mandayam A
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4a882fca-b739-48bc-9497-4f876876ac84 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Neue Begründung Der Theorie Quadratischer Formen von Unendlichvielen Veränderlichen
Reference 34
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Unavailable: canonical work link unavailable.
Observation 0ab25dac-35fe-4062-bb7d-6e8b3bedf23d · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams An Adaptive Estimation Method with Exploration and Exploitation Modes for Non-Stationary Environments
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 273f270b-3d3d-4aa2-a486-f7628f4f9319 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Optuna: A Next-generation Hyperparameter Optimization Framework
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2c2ac9e8-85a5-4ee2-9b6b-2436996823f5 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Learning from Time-Changing Data with Adaptive Windowing
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bc74ba0-d1bf-46cc-a591-4df986939500 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams An Evaluation of Change Point Detection Algorithms
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faba0788-fa30-4f69-8117-e383cc1bda17 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Reactive Soft Prototype Computing for Concept Drift Streams
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b97bd72-3f5a-454b-9e13-8caca3cbf4bb · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Continuous Inspection Schemes
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation be5bb822-cc81-46d2-a55a-5c229ae56784 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams On Evaluating Stream Learning Algorithms
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec1081b9-883a-48f3-8e4a-59e783a476f5 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams A Framework for Clustering Evolving Data Streams
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4923f60d-1d96-4722-8fb1-cf0deb0dbb04 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Clustering Data Streams Based on Shared Density between Micro- Clusters
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59fd286c-7c09-4320-aa80-603ec086b41a · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams On-Body Localization of Wearable Devices: An Investigation of Position-Aware Activity Recognition
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0740b95-ef2e-40d1-ac56-86c2b75164d3 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 93581e70-bd4e-4a9a-a8a4-2f9003dc7dae · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Breathing K-Means: Superior K-Means Solutions through Dynamic K-Values
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1a29d556-8ae4-41db-bcf2-ac58e3275526 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams A Cluster Separation Measure
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40af6d0f-1b21-408a-bf05-19506c53f444 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b9a0ae9b-a7a0-4555-a9cc-540591c7328c · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams UCI Machine Learning Repository
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95f0b4c7-b32e-4aa5-ae32-08f52cee1e5c · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Segmentation of Brain Electrical Activity into Microstates: Model Estimation and Validation
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eea77434-9bd8-4ebd-9a16-3ce48ff7cb36 · outbound
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams Pycrostates: a Python library to study EEG microstates
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.