Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
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Improving statistical classification methods and ecological status assessment for river macroinvertebrates
Ärje, Johanna (University of Jyväskylä, 2016)Aquatic ecosystems are facing a growing number of human-induced stressors and the need to implement more biomonitoring to assess the ecological status of water bodies is eminent. This dissertation aims at providing tools ... -
Causality-Aware Convolutional Neural Networks for Advanced Image Classification and Generation
Terziyan, Vagan; Vitko, Oleksandra (Elsevier, 2023)Smart manufacturing uses emerging deep learning models, and particularly Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs), for different industrial diagnostics tasks, e.g., classification, ... -
Domain‐specific neural networks improve automated bird sound recognition already with small amount of local data
Lauha, Patrik; Somervuo, Panu; Lehikoinen, Petteri; Geres, Lisa; Richter, Tobias; Seibold, Sebastian; Ovaskainen, Otso (Wiley-Blackwell, 2022)An automatic bird sound recognition system is a useful tool for collecting data of different bird species for ecological analysis. Together with autonomous recording units (ARUs), such a system provides a possibility to ... -
Classification of Heart Sounds Using Convolutional Neural Network
Li, Fan; Tang, Hong; Shang, Shang; Mathiak, Klaus; Cong, Fengyu (MDPI, 2020)Heart sounds play an important role in the diagnosis of cardiac conditions. Due to the low signal-to-noise ratio (SNR), it is problematic and time-consuming for experts to discriminate different kinds of heart sounds. Thus, ... -
Tree species classification of drone hyperspectral and RGB imagery with deep learning convolutional neural networks
Nezami, Somayeh; Khoramshahi, Ehsan; Nevalainen, Olli; Pölönen, Ilkka; Honkavaara, Eija (MDPI AG, 2020)Interest in drone solutions in forestry applications is growing. Using drones, datasets can be captured flexibly and at high spatial and temporal resolutions when needed. In forestry applications, fundamental tasks include ...
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