Concepts in Quality Assessment for Machine Learning – From Test Data to Arguments
There have been active efforts to use machine learning (ML) techniques for the development of smart systems, e.g., driving...
Inductive Discovery by Machine Learning for Identification of Structural Models
Automatic extraction of structural models interferes with the deductive research method in information systems research. Nonetheless it is tempting...
Realtime Event Summarization from Tweets with Inconsistency Detection
The overwhelming amount of event relevant tweets highlights the importance of realtime event summarization systems. When new information emerges,...
CRAN: A Hybrid CNN-RNN Attention-Based Model for Text Classification
Text classification is one of the fundamental tasks in the field of natural language processing. The CNN-based approaches and...
Learning Restricted Regular Expressions with Interleaving from XML Data
The presence of a schema for XML documents has numerous advantages. However, many XML documents in practice are not...
A Method to Identify Relevant Genome Data: Conceptual Modeling for the Medicine of Precision
The use of techniques such as Next Generation Sequencing increases our knowledge about the genomic risk of suffering a...
Experiences Applying e3 Value Modeling in a Cross-Company Study
Driven by business interests, (product/customer) value has become a critical topic in system and software engineering as well as...
Event-Context-Feedback Control Through Bridge Workflows for Smart Solutions
The utility and impact of IoTs driven, smart solution is in their ability to react to the changes in...
Behavior Ontology to Model Collective Behavior of Emergency Medical Systems
It is very important to understand system behaviors in collective pattern for each knowledge domain. However, there are structural...
Data Modelling for Dynamic Monitoring of Vital Signs: Challenges and Perspectives
The use-case described in this paper covers data acquisition and real-time analysis of the gathered medical data from wearable...
