Projects
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Application of stealth computing in highly information-sensitive cloud environments
Highly information-sensitive domains such as banking, healthcare and government services have been reluctant to adopt cloud and distributed computing technologies since their wide-spread commercial inception over the past 12 years. In contrast, many other sectors such as telecommunications and shops have embraced ...
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FWA: Visual Food Waste Analysis for Sustainable Kitchens
A novel approach for a fully automated food waste management solution for commercial kitchens is investigated. Food waste is automatically detected using a new camera device, preprocessed in real-time and classified using machine learning algorithms.
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NQuest – Natural Language Query Exploration System
There is a huge amount of valuable information hidden in a company's database which is not easily accessible to business people. To query these databases, end users need to know the technical query language SQL as well as the database structure. However, typical end users do not have enough SQL skills to formulate ...
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Smart Mobility Experience
In this project, a virtual reality environment will be created to bring concepts around smart mobility closer to a broad audience. These concepts include smart sharing offers (and thus a change of mentality from owning to using), automated driving (which could reduce the number of vehicles in cities to one tenth ...
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CNO Software Development 2019
Development and teaching of a course on various aspects of secure software development and hacking methods.
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Data Driven Medical muscle Training
Muscle loss is a concomitant of various diseases (cachexia) and the usual aging process (sarcopenia). Limiting this reduction and, ideally, even reversing it makes medical and economic sense. In medicine, the metabolic function (in addition to the pure movement) of the muscles is increasingly understood and ...
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scanmeter Next Generation
scanmeter® is a service of a Swiss company that has already been launched on the market (scanmeter.io). scanmeter allows automated security analyses of IT systems. This significantly increases the efficiency of security analyses compared to manual methods. The automated security analyses can be used on their own or ...
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Trusted Loyalty Poinz
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Virtual Smart Winti Hero
This project involves the playful communication of Smart City themes in a high-end virtual reality environment. The VR game "Virtual Energy Hero", already developed by the ZHAW, is to be expanded into the "Virtual Smart Winti Hero". The further developed game for young and old will take up current and future Smart ...
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AuSuM – Automatic Supply Chain Monitoring
The project implements an online service for companies to monitor suppliers for violations of environmental, social, or governance norms. To do so, a vast variety of sources, such as news outlets, is monitored using machine learning and natural language processing with near human-level accuracy. ...
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Feasibility Study Reinforcement Learning for Heating Systems
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Pre-Study on Generation of Hockey News
Tamedia would like to develop a software system that automatically generates news articles from hockey game data. ZHAW will explore the different state-of-the-art technologies to evaluate the feasibility of developing a natural language system that generates rich contextual ice hockey game report and, if so, how ...
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ATLAS
Research on security requirements and innovation opportunities for a product for data capture and management in the domain of pharmaceutical product development.
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Ad Fraud Detection Tools Plattform
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Digital communication strategies for the cultural sector in the Lake Constance region
This research project will investigate how a communication strategy for the marketing and communication of the diverse cultural activities and sites in the Lake Constance region could be shaped. For a sustainable strategy development the digitization of the communication, by which also the cultural sector has ...
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Call-E: Virtual Call Agent
The industrial project partner offers online brokering of loans, mortgages and insurances. The brokering process involves several phone calls of a call agent with a potential client. This is time-consuming and highly repetitive. For this reason, we want to develop a dialogue system which can take over part of the ...
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COMBuST
VSHN PaaS product APPUiO is transforming the DevOps culture in Switzerland. APPUiO currently lacks usage-based accounting. This project will enable a robust usage-based billing for APPUiO, and develop capabilities such as price simulators, cost forecasts and sand-boxing to test new billing models. ...
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Skillue - Digital marketplace for skills and market values
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NLP4TC: Natural Language Processing for Tumor Classification
Entry, discharge, radiology and pathology reports and other clinical documents are a valuable resource to be harvested for precision medicine. They are typically stored in a free text format, only little structure is imposed and terminology is heterogeneous. We will apply natural language processing (NLP), machine ...
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SCAI: Smart Contract Analytics using Artificial Intelligence
In the SCAI project, ZHAW and legartis investigate how content of contracts can automatically be evaluated legally by applying methods from the areas of Natural Language Processing and Deep Learning.