Model visualization: graphical support for DSS problem structuring and knowledge organization
Decision Support Systems
Adaptive user support: ergonomic design of manually and automatically adaptable software
Adaptive user support: ergonomic design of manually and automatically adaptable software
Think!: a unified numerical-symbolic knowledge representation scheme and reasoning system
Artificial Intelligence
Dynamic rule refinement in knowledge-based data mining systems
Decision Support Systems - Special issue on decision support in the new millennium
Toward a representation format for sharable clinical guidelines
Computers and Biomedical Research
User interfaces and help systems: from helplessness to intelligent assistance
Artificial Intelligence Review
Visualizing queries on databases of temporal histories: new metaphors and their evaluation
Data & Knowledge Engineering - Special issue: Temporal representation and reasoning
Privacy-Aware Autonomous Agents for Pervasive Healthcare
IEEE Intelligent Systems
Artificial Intelligence in Medicine
Temporal abstraction in intelligent clinical data analysis: A survey
Artificial Intelligence in Medicine
Visualizing time-oriented data-A systematic view
Computers and Graphics
Mining data from intensive care patients
Advanced Engineering Informatics
Visual Methods for Analyzing Time-Oriented Data
IEEE Transactions on Visualization and Computer Graphics
Knowledge construction from time series data using a collaborative exploration system
Journal of Biomedical Informatics
Journal of Biomedical Informatics
Formal conceptualisation as a basis for a more procedural knowledge management
Decision Support Systems
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data
Artificial Intelligence in Medicine
Journal of Biomedical Informatics
Knowledge formalization in experience feedback processes: An ontology-based approach
Computers in Industry
Single robot - Multiple human interaction via intelligent user interfaces
Knowledge-Based Systems
Neural-Symbolic Cognitive Reasoning
Neural-Symbolic Cognitive Reasoning
Computer Methods and Programs in Biomedicine
Context-aware systems: A literature review and classification
Expert Systems with Applications: An International Journal
Knowledge and intelligent computing system in medicine
Computers in Biology and Medicine
Journal of Biomedical Informatics
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Technical Section: Visual computing for medical diagnosis and treatment
Computers and Graphics
A framework for distributed mediation of temporal-abstraction queries to clinical databases
Artificial Intelligence in Medicine
CareVis: Integrated visualization of computerized protocols and temporal patient data
Artificial Intelligence in Medicine
Beyond performance: Feature awareness in personalized interfaces
International Journal of Human-Computer Studies
Intelligent visualization and exploration of time-oriented data of multiple patients
Artificial Intelligence in Medicine
Intelligent selection and retrieval of multiple time-oriented records
Journal of Intelligent Information Systems
Development of a method for ontology-based empirical knowledge representation and reasoning
Decision Support Systems
Continuous improvement through knowledge-guided analysis in experience feedback
Engineering Applications of Artificial Intelligence
The visual display of temporal information
Artificial Intelligence in Medicine
Information visualization and its application to medicine
Artificial Intelligence in Medicine
The graphical presentation of decision support information in an intelligent anaesthesia monitor
Artificial Intelligence in Medicine
AIM: a personal view of where I have been and where we might be going
Artificial Intelligence in Medicine
Mining association rules for the quality improvement of the production process
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
Graph-based reasoning in collaborative knowledge management for industrial maintenance
Computers in Industry
Software architecture knowledge for intelligent light maintenance
Advances in Engineering Software
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One problem pertaining to Intensive Care Unit information systems is that, in some cases, a very dense display of data can result. To ensure the overview and readability of the increasing volumes of data, some special features are required (e.g., data prioritization, clustering, and selection mechanisms) with the application of analytical methods (e.g., temporal data abstraction, principal component analysis, and detection of events). This paper addresses the problem of improving the integration of the visual and analytical methods applied to medical monitoring systems. We present a knowledge- and machine learning-based approach to support the knowledge discovery process with appropriate analytical and visual methods. Its potential benefit to the development of user interfaces for intelligent monitors that can assist with the detection and explanation of new, potentially threatening medical events. The proposed hybrid reasoning architecture provides an interactive graphical user interface to adjust the parameters of the analytical methods based on the users' task at hand. The action sequences performed on the graphical user interface by the user are consolidated in a dynamic knowledge base with specific hybrid reasoning that integrates symbolic and connectionist approaches. These sequences of expert knowledge acquisition can be very efficient for making easier knowledge emergence during a similar experience and positively impact the monitoring of critical situations. The provided graphical user interface incorporating a user-centered visual analysis is exploited to facilitate the natural and effective representation of clinical information for patient care.