-
Article
Open AccessAI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach
Automated coaches (eCoach) can help people lead a healthy lifestyle (e.g., reduction of sedentary bouts) with continuous health status monitoring and personalized recommendation generation with artificial inte...
-
Article
Open AccessAuthor Correction: Machine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation
-
Chapter and Conference Paper
Towards Increasing Safety in Collaborative CPS Environments
Cyber-Physical Systems (CPS) frequently operate in collaborative environments with other CPS and humans. This collaborative environment has the potential for situations in which CPS endanger humans. We argue ...
-
Chapter and Conference Paper
Architecture for Self-protective Medical Cyber-Physical Systems
The Internet of Medical Things (IoMT) promises to improve patient care and the efficiency of Medical Cyber-Physical Systems (MCPSs). At the same time, the connectivity increases the security risk. We aim to mode...
-
Article
Open AccessMachine learning and ontology in eCoaching for personalized activity level monitoring and recommendation generation
Leading a sedentary lifestyle may cause numerous health problems. Therefore, passive lifestyle changes should be given priority to avoid severe long-term damage. Automatic health coaching system may help peopl...
-
Chapter and Conference Paper
Towards Strategies for Secure Data Transfer of IoT Devices with Limited Resources
Many Cyber Physical Systems (CPSs) and Internet of Things (IoT) devices are constrained in terms of computation speed, memory, power, area and bandwidth. As they interact with the physical world, various aspects ...
-
Chapter and Conference Paper
Mode Switching for Secure Edge Devices
Many devices in various domains operate in different modes. We have suggested to use mode switching for security purposes to make systems more resilient when vulnerabilities are known or when attacks are perfo...
-
Chapter and Conference Paper
Mode Switching for Secure Web Applications – A Juice Shop Case Scenario
Switching modes is a general mechanism that is used in many domains. We have suggested to use it for security purposes to make systems more resilient when vulnerabilities are known or when attacks are performe...
-
Article
User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation
Building predictive models for human-interactive systems is a challenging task. Every individual has unique characteristics and behaviors. A generic human–machine system will not perform equally well for each ...
-
Article
Open AccessFlexible device compositions and dynamic resource sharing in PCIe interconnected clusters using Device Lending
Modern workloads often exceed the processing and I/O capabilities provided by resource virtualization, requiring direct access to the physical hardware in order to reduce latency and computing overhead. For co...
-
Chapter and Conference Paper
Mode Switching from a Security Perspective: First Findings of a Systematic Literature Review
With increased interoperability of cyber-physical systems (CPSs), security becomes increasingly critical for many of these systems. We know mode switching from domains like aviation and automotive, and we imag...
-
Chapter and Conference Paper
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications
This paper presents an overview of the 2020 ImageCLEF lab that will be organized as part of the Conference and Labs of the Evaluation Forum—CLEF Labs 2020 in Thessaloniki, Greece. ImageCLEF is an ongoing eval...
-
Chapter and Conference Paper
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications
This paper presents an overview of the ImageCLEF 2020 lab that was organized as part of the Conference and Labs of the Evaluation Forum - CLEF Labs 2020. ImageCLEF is an ongoing evaluation initiative (first ru...
-
Article
Natural disasters detection in social media and satellite imagery: a survey
The analysis of natural disaster-related multimedia content got great attention in recent years. Being one of the most important sources of information, social media have been crawled over the years to collect...
-
Article
Social media and satellites
Being able to automatically link social media and satellite imagery holds large opportunities for research, with a potentially considerable impact on society. The possibility of integrating different informati...
-
Chapter
Challenges for Multimedia Research in E-Sports Using Counter-Strike
That video and computer games have reached the masses is a well-known fact. However, game streaming and, therefore, watching other people play videogames has also outgrown its humble beginnings by far. Game st...
-
Chapter and Conference Paper
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
This paper presents an overview of the foreseen ImageCLEF 2019 lab that will be organized as part of the Conference and Labs of the Evaluation Forum - CLEF Labs 2019. ImageCLEF is an ongoing evaluation initiat...
-
Chapter
Image Retrieval Evaluation in Specific Domains
Image retrieval was, and still is, a hot topic in research. It comes with many challenges that changed over the years with the emergence of more advanced methods for analysis and enormous growth of images cre...
-
Chapter and Conference Paper
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature
This paper presents an overview of the ImageCLEF 2019 lab, organized as part of the Conference and Labs of the Evaluation Forum - CLEF Labs 2019
-
Article
Multimodal analysis of user behavior and browsed content under different image search intents
The motivation or intent of a search for content may vary between users and use-cases. Knowledge and understanding of these underlying objectives may therefore be important in order to return appropriate searc...
