Auflistung nach Schlagwort "Machine learning"
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AI Models for Modeling and Simulation of Clinical Studies for Alzheimer's and Parkinson's Disease
Sood, Meemansa (2023-08-14)Neurodegenerative diseases (NDDs) have a complex structure and most of them are untreatable that’s why more research studies undertake translational paths for getting better insights into prevention, early detection, and ... -
Detection of Unknown Cyber Attacks Using Convolution Kernels Over Attributed Language Models
Duessel, Patrick (2018-07-05)Over the past decade the Internet has emerged as a key communication platform for businesses and private users demonstrated by an exponential increase of hosts connected to the Internet as well as Internet users. In light ... -
Essays in International Macroeconomics and Financial Crisis Forecasting
Ward, Felix (2018-08-15)This thesis contributes long-run perspectives to the research on international macroeconomics and macro-finance. Chapters 2 and 3, analyze international financial linkages and their evolution over the past 150 years. Chapter ... -
Learning to Predict Combinatorial Structures
Vembu, Shankar (2010-07-07)The major challenge in designing a discriminative learning algorithm for predicting structured data is to address the computational issues arising from the exponential size of the output space. Existing algorithms make ... -
Machine learning approaches for adaptive optics in microscopy
Vishniakou, Ivan (2023-05-08)Microscopic imaging is an essential tool for science. For instruments that operate close to the physically possible diffraction limit, a main remaining challenge are aberrating operating conditions. For microscopy, such ... -
Measuring Excitations of a Strongly Interacting Superfluid Fermi Gas
Kell, Andreas (2022-11-24)This thesis investigates experimentally the superfluid phase of strongly interacting ultracold Fermi gases. The diluteness of the considered gases of neutral atoms ensures that their interaction can be described by a single ... -
Mechanism-based Stratification of Alzheimer's and Parkinson's Disease using Artificial Intelligence
Emon, Mohammad Asif Emran Khan (2021-03-29)The capacity to generate omics and clinical data in biomedical science is growing exponentially over the past decades. Additionally, recent advances in computational power and analyzing capabilities have resulted in ... -
Phenotyping of wheat resistance to Fusarium head blight using hyperspectral imaging
Alisaac, Elias (2021-02-10)The integrated management of Fusarium head blight (FHB) on wheat depends on the implementation of agricultural practices, cultivation of resistant varieties, and fungicides application. Reducing yield losses and ... -
Plant Classification Systems for Agricultural Robots
Lottes, Philipp (2021-03-16)Due to a continually growing world population, the demand for food and energy increases continuously. As a central source of food, feed, and energy, crop production is therefore called upon to produce higher yields. To ... -
Quantitative paleoclimate reconstructions in the European region based on multiple proxies
Netzel, Timon (2023-03-31)The Earth’s climate system is highly dimensional and has to be described with the help of probabilities. Such probability descriptions can be estimated from measured data. Relatively large-scale instrumental records, ... -
Robot Navigation in Human Environments
Oßwald, Stefan (2019-01-16)For the near future, we envision service robots that will help us with everyday chores in home, office, and urban environments. These robots need to work in environments that were designed for humans and they have to ... -
Toward a precision medicine in Alzheimer’s Disease: blood phenomic fingerprint for diagnostic and therapeutic developments
Al-Saeedi, Ahmed Hameed (2020-05-05)There is an unmet clinical need to identify reliable blood biomarkers for Alzheimer’s Disease (AD) that can be used for diagnostics and therapeutic purposes.
The complex nature of AD, single-readout approaches ...