Research in the field of "Data Science"
The Data Science +X Research Center at the BHT conducts use-inspired basic research.
Our use-inspired basic research is often based on public funding with industrial or health care partners. This basic research has a horizon of about 36-60 months and looks at fundamental and often risky research questions.
Some projects investigate to focus on very narrow research questions. The typical project duration for these projects is about 12-18 months. We develop prototypical solutions for Real-World problems in the field of search and data mining and in subsequent theses with companies such as Zalando, Springer Science + Business Media or HERE (formerly NOKIA HERE).
Artificial intelligence (AI) based cross-company service platform for the german industry
Research platform "Literary field GDR": authors, works, networks – Pilot study
KI basiertes Insektenmonitoring mit Citizen Science
Energy Cost Savings (EU-EFRE: BENE)
Forecasting Energy Cost Savings in Weather-Guided Heating Control
Transparency in Machine Learning
A collaboration with Philipp Schmidt, Amazon Research, and Prof. Timm Teubner, TU Berlin, to investigate whether and when transparency in AI actually increases trust in AI systems.
A mobile VR/AR laboratory for case and field studies as well as clinical trials to evaluate novel forms of virtual therapies and scientific research.
Our work highly encourages the development of clinically applicable segmentation tools based on deep learning.
Mediatorplattform für interoperable Bildungstechnologien (mEDUator)
Anwendungsmöglichkeiten der Blockchaintechnologie in KMU identifizieren und Wissenstransfer zu leisten.
Converting medical case data from clinics into legally secure data products.
Enableing integrated mobility services for medium-sized enterprises.
Platform for AI-based decision support for supply chain management
Digitale Studiengänge - Analyse von Erfolgs- und Abbruchfaktoren
Maschinelles Lernen für Biodiversität (BMUV)
Entwicklung von Verfahren des Maschinellen Lernens (ML) zur automatisierten Erkennung von Insekten
Green Consumption Assistant (BMUV)
Artificial Intelligence (AI) based Assistant that will support consumers to make more sustainable shopping decisions
A solution approach consisting of synthetically generating all required comparison images from a real-world industry grade 3D CAD data and using them for object identification.
Based on sensor data acquired from the patients during training sessions the system adapts to patients individual training needs and thereby serves as a non-drug therapy for people with hypertension.
Illusionary Surface Interfaces (DFG)
We aim to create novel interactive experiences, that exploit multisensory illusions in order to extend the range of interface properties that can be displayed, using only everyday object surfaces as interfaces.
Mittels 3D-Druck zelluläre Strukturen zu simulieren und Beziehungen zwischen Materialeigenschaften und Geometrie etablieren
Examining hate communication in social media, online forums and commentary areas
Developing the prototype of a novel patient-centered Smart Health Service platform
Berlin Big Data Center (BMBF)
Re-Launching research into big data and IT security in Germany
Optimizing Online Customer Interaction by Advanced Data Analytics (OCIDA)
with focus on the interfaces between the life sciences, robotics, mechanical engineering and computer science
to exploit the data that universities have about the academic achievements of their current and past students
Datenintegrations- und Datenanalysemethoden sowie darauf aufbauende KI-Anwendungen für Sturzprävention – Beispielanwendung für alternative relevante Fragestellungen
Data Quality in Machine Learning Systems
developing methods for better automation of monitoring of data quality, improvement of data quality and prediction of data quality problems in ML production systems
A novel method for the therapy of school anxiety in children and adolescents using a VR application as part of a pilot study.
RDW utilizes imperfections of human perception to introduce small changes like rotations or translations to steer the user away from the tracking boundaries.
WINK _ Gestensteuerung (BMBF)
Die Hände und Finger als primäre Werkzeuge in der physischen Welt sollen für die Interaktion mit digitalen Geräten nutzbar werden.
A Quantitative Force Map of the Mitotic Spindle (DFG)
Understanding the way in which cells engineer micrometer-scale structures.
Strengthen the positions of European fashion retailers among their world-wide competitors.
Smart Web Data (BMWi)
Bringing together Web 3.0, Big Data and Industry 4.0
Smart Learning (BMBF)
Part of the funding program "Digital Media in Vocational Education and Training"