Deriving Trends in Historical and Real-Time Continuously Sampled Medical Data
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Journal of Intelligent Information Systems - Special issue on integrating artificial intelligene and database technologies
Dynamic temporal interpretation contexts for temporal abstraction
Annals of Mathematics and Artificial Intelligence
CAPSUL: A constraint-based specification of repeating patterns in time-oriented data
Annals of Mathematics and Artificial Intelligence
Temporal representation and reasoning in artificial intelligence: Issues and approaches
Annals of Mathematics and Artificial Intelligence
General Temporal Knowledge for Planning and Data Mining
Annals of Mathematics and Artificial Intelligence
Annals of Mathematics and Artificial Intelligence
Knowledge-Based Event Detection in Complex Time Series Data
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Case-Based Reasoning for Prognosis of Threatening Influenza Waves
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
Using Time-Oriented Data Abstraction Methods to Optimize Oxygen Supply for Neonates
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Integrating Ripple Down Rules with Ontologies in an Oncology Domain
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A Framework for Temporal Data Models: Exploiting Object-Oriented Technology
TOOLS '97 Proceedings of the Tools-23: Technology of Object-Oriented Languages and Systems
Intelligent data analysis
Mining hepatitis data with temporal abstraction
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Summarizing neonatal time series data
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 2
Temporal reasoning for decision support in medicine
Artificial Intelligence in Medicine
A two-stage model for content determination
EWNLG '01 Proceedings of the 8th European workshop on Natural Language Generation - Volume 8
A temporal constraint structure for extracting temporal information from clinical narrative
Journal of Biomedical Informatics
An intelligent, interactive tool for exploration and visualization of time-oriented security data
Proceedings of the 3rd international workshop on Visualization for computer security
Extending the event calculus for tracking epidemic spread
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Temporal abstraction in intelligent clinical data analysis: A survey
Artificial Intelligence in Medicine
Extending temporal databases to deal with telic/atelic medical data
Artificial Intelligence in Medicine
Journal of Biomedical Informatics
Choosing the content of textual summaries of large time-series data sets
Natural Language Engineering
Journal of Intelligent Information Systems
Data mining with Temporal Abstractions: learning rules from time series
Data Mining and Knowledge Discovery
Utilisation of administrative registers using scientific knowledge discovery
Intelligent Data Analysis
Unsupervised pattern mining from symbolic temporal data
ACM SIGKDD Explorations Newsletter - Special issue on data mining for health informatics
Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain
Proceedings of the 4th international conference on Knowledge capture
Discovery and inclusion of SOFA score episodes in mortality prediction
Journal of Biomedical Informatics
Knowledge construction from time series data using a collaborative exploration system
Journal of Biomedical Informatics
Precedence Temporal Networks to represent temporal relationships in gene expression data
Journal of Biomedical Informatics
Methodological Review: Towards knowledge-based gene expression data mining
Journal of Biomedical Informatics
Journal of Biomedical Informatics
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Incremental application of knowledge to continuously arriving time-oriented data
Journal of Intelligent Information Systems
Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
A Human-Machine Cooperative Approach for Time Series Data Interpretation
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Discovery and Integration of Organ-Failure Episodes in Mortality Prediction
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
A Formal Approach to Aggregated Belief Formation
CIA '08 Proceedings of the 12th international workshop on Cooperative Information Agents XII
Methodological review: Intelligent decision support systems for mechanical ventilation
Artificial Intelligence in Medicine
On the Usefulness of Interactive Computer Game Logs for Agent Modelling
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
A fuzzy constraint satisfaction approach for signal abstraction
International Journal of Approximate Reasoning
Checking the quality of clinical guidelines using automated reasoning tools
Theory and Practice of Logic Programming
Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-Up
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
An architecture for data-to-text systems
ENLG '07 Proceedings of the Eleventh European Workshop on Natural Language Generation
Temporal data mining for the quality assessment of hemodialysis services
Artificial Intelligence in Medicine
A framework for distributed mediation of temporal-abstraction queries to clinical databases
Artificial Intelligence in Medicine
Using temporal constraints for temporal abstraction
Journal of Intelligent Information Systems
Journal of Biomedical Informatics
Generalization of pattern-growth methods for sequential pattern mining with gap constraints
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Intelligent visualization and exploration of time-oriented data of multiple patients
Artificial Intelligence in Medicine
Discovering explanations from longitudinal data
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Data mining on multimedia data
Data mining on multimedia data
Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method
Journal of Systems and Software
Intelligent selection and retrieval of multiple time-oriented records
Journal of Intelligent Information Systems
A multidimensional temporal abstractive data mining framework
HIKM '10 Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management - Volume 108
Using data mining techniques to predict hospitalization of hemodialysis patients
Decision Support Systems
A modular database architecture enabled to comparative sequence analysis
Transactions on large-scale data- and knowledge-centered systems IV
Expert Systems with Applications: An International Journal
DW4TR: A Data Warehouse for Translational Research
Journal of Biomedical Informatics
Visually defining and querying consistent multi-granular clinical temporal abstractions
Artificial Intelligence in Medicine
Probabilistic abstraction of uncertain temporal data for multiple subjects
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Case based representation and retrieval with time dependent features
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Discovery and diagnosis of behavioral transitions in patient event streams
ACM Transactions on Management Information Systems (TMIS)
Learning rules with complex temporal patterns in biomedical domains
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Probabilistic abstraction of multiple longitudinal electronic medical records
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Discovering knowledge about key sequences for indexing time series cases in medical applications
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Temporal constraints with multiple granularities in smart homes
Designing Smart Homes
Querying temporal clinical databases on granular trends
Journal of Biomedical Informatics
Intelligent data interpretation and case base exploration through temporal abstractions
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
KR4HC'11 Proceedings of the 3rd international conference on Knowledge Representation for Health-Care
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders
Artificial Intelligence in Medicine
A modular approach for representing and executing clinical guidelines
Artificial Intelligence in Medicine
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain
Artificial Intelligence in Medicine
Mining recent temporal patterns for event detection in multivariate time series data
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Commentary: Clinical decision support: Converging toward an integrated architecture
Journal of Biomedical Informatics
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Flexible and efficient retrieval of haemodialysis time series
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Flexible case-based retrieval for comparative genomics
Applied Intelligence
A temporal pattern mining approach for classifying electronic health record data
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Synergistic case-based reasoning in medical domains
Expert Systems with Applications: An International Journal
Describing disease processes using a probabilistic logic of qualitative time
Artificial Intelligence in Medicine
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