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Tag Archives: research project
HYPER-AI
The HYPER-AI project aims to revolutionize the field of distributed computing by addressing the complexities of integrating Internet of Things (IoT), Edge, and Cloud computing domains. It focuses on the creation of smart virtual computing nodes, optimizing data-processing applications across … Continue reading
Posted in projects
Tagged artificial intelligence, european project, Horizon, hyperai, machine learning, project, research project
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Our Researchers on the move
The members of the DMML group have been on the move over the last months, participating in different activities such as: summer schools, international collaborations and invited talks. Jeet participated to he summer school entitled ProbAi-2023 , that took place … Continue reading
Posted in news
Tagged Alexandros Kalousis, collaboration, CoORDinates, dmml, Greg, Grigorios G. Anagostopoulos, imahn, invited talk, Jeet, Open Research Data, research project
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Kick-off of the CoORDinates project
September 2023 marks the kick-off of the CoORDinates project. The goal of CoORDinates is to analyse current Open Research Data (ORD) practices within the Indoor Positioning research community, and to actively contribute towards the establishment of relevant standards. CoORDinates is … Continue reading
Posted in news
Tagged Greg, Grigorios G. Anagostopoulos, Open Research Data, project, reproducibility, research project, SwissUniversities
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CoORDinates
CoORDinates – Towards a Consensus-based ORD Standard for the Indoor Positioning Community The community of indoor positioning research has identified the need for a paradigm shift towards more reproducible and open research. Over the last years, a slowly increasing tendency … Continue reading
Posted in projects
Tagged grant, Greg, Grigorios G. Anagostopoulos, IoT positioning, Open Research Data, ORD, positioning, reproducibility, research project, SwissUniversities
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Learning generative models for molecules
Drug discovery is a well-known and challenging problem. Typically, one needs to navigate through a vast chemical space of up to \( 10^{60} \) small organic molecules to find a potential drug candidate with desired properties. Such a trial-and-error process … Continue reading
Posted in projects
Tagged generative modeling, graph network, machine learning, research project, snsf
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Automated Bridge Defect Recognition
Infrastructure assets, such as bridges, need to be inspected regularly. Our objective is to reduce the need for human involvement, minimize risks to health and safety, decrease the impact of subjective engineering assessments, digitize asset management, and promote sustainable inspection … Continue reading
Posted in projects
Tagged Bridge Defect Detection, Contrastive Learning, innossuise, LeanBI, machine learning, research project, Self-supervised learning
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MIGRATE – A Multidisciplinary and InteGRated Approach for geoThermal Exploration
To mitigate climate change, our society must reduce its carbon footprint coming from fossil fuel energies and favor green energy solutions instead. Geothermal energy is a resource this available in abundance. However, the development of this sector is hindered by … Continue reading
Posted in projects
Tagged machine learning, research project, snsf
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Interpretable Condition Monitoring for Complex Engineering Systems
Just as it is important for us to monitor our own body in order to maintain good health, we should have an accurate understanding of the state of engineering systems in order to prevent failures. In this project, entitled "Interpretable … Continue reading
Posted in projects
Tagged machine learning, Naoya Takeshi, research project, snsf
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Post-doc position on grey-box machine learning (closed)
The Data Mining and Machine Learning group (http://dmml.ch/) at the University of Applied Sciences in Geneva has an opening for a full-time post-doc position. The research target is to develop grey-box (hybrid) machine learning methods that combine data-driven models such … Continue reading
Posted in news, recruitment
Tagged Alexandros Kalousis, dmm, machine learning, Naoy Takeishi, postdoc, project, recruitment, research project, snsf
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Four new research projects!
The second half of 2022 has been very exiting! Our team has kicked-off 4 new research projects. In short, the projects are the following ones: EO4EU: a Horizon Europe project related to Earth Observation Automated Bridge Defect Recognition: an Innosuisse … Continue reading
Posted in news
Tagged Alexandros Kalousis, eo4eu, european project, Greg, Grigorios G. Anagostopoulos, Horizon, innossuise, project, research project, snsf, synergia
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