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Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series

https://doi.org/10.1109/tkde.2011.264

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Representing Temporal Knowledge for Case-Based Prediction

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Efficient similarity search in sequence databases

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Learning prediction of time series. A theoretical and empirical comparison of CBR with some other approaches

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Operator decision aiding by adaptation of supervision strategies

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Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data

inferredcites →https://doi.org/10.1007/bfb0056319openalex-snapshot

Similarity measures for object-oriented case representations

inferredcites →https://doi.org/10.1007/pl00011669openalex-snapshot

Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases

inferredcites →https://doi.org/10.1016/0933-3657(95)00036-4openalex-snapshot

Knowledge-based temporal abstraction in clinical domains

inferredcites →https://doi.org/10.1016/j.artmed.2005.04.004openalex-snapshot

Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system

inferredcites →https://doi.org/10.1016/j.artmed.2005.06.003openalex-snapshot

Case-based retrieval to support the treatment of end stage renal failure patients

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A framework for knowledge-based temporal abstraction

inferredcites →https://doi.org/10.1016/s0004-3702(96)00037-9openalex-snapshot

Continuous case-based reasoning

inferredcites →https://doi.org/10.1016/s0933-3657(00)00052-xopenalex-snapshot

Intelligent analysis of clinical time series: an application in the diabetes mellitus domain

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Utilizing temporal data abstraction for data validation and therapy planning for artificially ventilated newborn infants

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Temporal Abstractions for Interpreting Diabetic Patients Monitoring Data

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Conversational Case-Based Reasoning

inferredcites →https://doi.org/10.1038/35814openalex-snapshot

Noise-supported travelling waves in sub-excitable media

inferredcites →https://doi.org/10.1053/j.ajkd.2009.05.012openalex-snapshot

Association of Blood Pressure Increases During Hemodialysis With 2-Year Mortality in Incident Hemodialysis Patients: A Secondary Analysis of the Dialysis Morbidity and Mortality Wave 2 Study

inferredcites →https://doi.org/10.1063/1.1531823openalex-snapshot

A review of symbolic analysis of experimental data

inferredcites →https://doi.org/10.1109/icde.1999.754915openalex-snapshot

Efficient time series matching by wavelets

inferredcites →https://doi.org/10.1109/ictai.2006.8openalex-snapshot

A Case-Based Architecture for Temporal Abstraction Configuration and Processing

inferredcites →https://doi.org/10.1109/msp.1974.237438openalex-snapshot

Digital signal processing

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ACCOUNTING FOR THE TEMPORAL DIMENSION IN CASE‐BASED RETRIEVAL: A FRAMEWORK FOR MEDICAL APPLICATIONS

inferredcites →https://doi.org/10.1111/j.1467-8640.2009.00340.xopenalex-snapshot

A CBR‐BASED, CLOSED‐LOOP ARCHITECTURE FOR TEMPORAL ABSTRACTIONS CONFIGURATION

inferredcites →https://doi.org/10.1142/5210openalex-snapshot

Data Mining in Time Series Databases

inferredcites →https://doi.org/10.1142/9789812565402_0002openalex-snapshot

A SURVEY OF RECENT METHODS FOR EFFICIENT RETRIEVAL OF SIMILAR TIME SEQUENCES

inferredcites →https://doi.org/10.1145/882082.882086openalex-snapshot

A symbolic representation of time series, with implications for streaming algorithms

inferredcites →https://doi.org/10.1145/882085.882086openalex-snapshot

A symbolic representation of time series, with implications for streaming algorithms

inferredcites →https://doi.org/10.3233/978-1-58603-873-1-81openalex-snapshot

The Temporal Aspects of Clinical Guidelines

inferredcites →https://doi.org/10.3233/aic-1994-7104openalex-snapshot

Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches

inferredcites →https://doi.org/10.48550/arxiv.cmp-lg/9511007openalex-snapshot

Using Information Content to Evaluate Semantic Similarity in a Taxonomy

inferredcites →https://doi.org/10.5220/0002526201690175openalex-snapshot

CLINICAL DECISION SUPPORT BY TIME SERIES CLASSIFICATION USING WAVELETS

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Scoring Performance on the Y-Balance Test

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Flexible case-based retrieval for comparative genomics

inferred← citeshttps://doi.org/10.1007/s10489-014-0628-8openalex-snapshot

A time series retrieval tool for sub-series matching

inferred← citeshttps://doi.org/10.1016/j.eswa.2013.05.063openalex-snapshot

Synergistic case-based reasoning in medical domains

inferred← citeshttps://doi.org/10.1016/j.eswa.2014.06.033openalex-snapshot

An ontology-based framework to support intelligent data analysis of sensor measurements

inferred← citeshttps://doi.org/10.1016/j.neucom.2016.10.078openalex-snapshot

Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system

inferred← citeshttps://doi.org/10.1080/24725854.2019.1581389openalex-snapshot

Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics

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TEEM

inferred← citeshttps://doi.org/10.4018/ijmcmc.2017100103openalex-snapshot

TEEM

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Towards a Second Generation of Computer Interpretable Guidelines

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