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Nicole Merkle

Publications

  • Utilizing IoT devices for monitoring and adjusting clinical pathway exercises
  • Self-service ambient intelligence using web of things technologies
  • Distributed context-aware applications by means of web of things and semantic web technologies
  • A semantic use case simulation framework for training machine learning algorithms
  • Enhancing the Utilization of IoT Devices Using Ontological Semantics and Reasoning
  • Augmented hearing assistance for elderly people: From requirements to implementation
  • Cooperative web agents by combining semantic technologies with reinforcement learning
  • Agent-based assistance in ambient assisted living through reinforcement learning and semantic technologies: (Short paper)
  • Improving the Utilization of AAL Devices through Semantic Web Technologies and Web of Things Concepts
  • Using a semantic simulation framework for teaching machine learning agents
  • Continuous support for rehabilitation using machine learning
  • Context-aware composition of agent policies by Markov decision process entity embeddings and agent ensembles
  • A Domain-Independent Agent Framework for Modelling, Simulating and Solving Tasks in Internet of Things (IoT) Systems
  • A Domain-Independent Agent Framework for Modelling, Simulating and Solving Tasks in Internet of Things (IoT) Systems
  • AutoGenHR: Automated Generation of Health Reports for Patients at Home

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